From 678aad1bc7e6776f724e094a62d4cb0528920cae Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 7 Jan 2021 17:57:36 +0800
Subject: [PATCH 001/102] Fix DA workload

---
 contrib/deneva/README.md                | 42 +++++++++++++
 contrib/deneva/benchmarks/da_query.cpp  |  9 +--
 contrib/deneva/benchmarks/da_txn.cpp    | 78 +++++++++++++++----------
 contrib/deneva/client/client_query.cpp  | 22 +++----
 contrib/deneva/config.h                 | 14 +++--
 contrib/deneva/system/sim_manager.cpp   |  2 +-
 contrib/deneva/system/worker_thread.cpp |  2 +-
 contrib/deneva/transport/msg_thread.cpp |  5 +-
 8 files changed, 114 insertions(+), 60 deletions(-)

diff --git a/contrib/deneva/README.md b/contrib/deneva/README.md
index d5ae2508..53af0229 100644
--- a/contrib/deneva/README.md
+++ b/contrib/deneva/README.md
@@ -43,3 +43,45 @@ The DBMS can be run with
     ./runcl -nid[M]
 
 where N and M are the ID of a server and client, respectively
+
+
+DA 
+---
+The DBMS can use DA workload. This workload will executes a given sequence of transaction operations and prints out the actual execution results.
+
+To use this workload, you can only use a single node, a single worker thread, and a single messaging thread.
+Here are some of the configurations that need to be modified in the `config.h` file
+
+    #define NODE_CNT 1
+    #define THREAD_CNT 1
+    #define REM_THREAD_CNT 1
+    #define SEND_THREAD_CNT 1
+
+    #define CLIENT_NODE_CNT 1
+    #define CLIENT_THREAD_CNT 1
+    #define CLIENT_REM_THREAD_CNT 1
+    #define CLIENT_SEND_THREAD_CNT 1
+
+    #define WORKLOAD DA
+
+In addition, the client and server need to be placed only on one machine!
+Only two lines of the same IP address can be written in the `ifconfig.txt` file, and this IP address is the machine you want to test.
+Here is an example of this file:
+
+    10.77.110.148
+    10.77.110.148
+
+After modifying all the above parameters, the next step is to determine the sequence of transaction operations to be performed. This sequence needs to be written in the `input.txt` file. Examples are as follows:
+
+    W0a R1b W1a R1c C1 W0b C0
+    R2a R3b W2b W3a C2 C3
+
+A row represents a sequence.
+
+Now to test, you need to perform the following command on the machine which you want to test in:
+
+    ./rundb -nid0
+    ./runcl -nid1
+
+Finally, check the results, which are output in the `commit_histroy.txt` file.
+Compare whether the actual execution results in the file meet the logic of your concurrency control algorithm. If so, it is proved that the algorithm is implemented correctly.
\ No newline at end of file
diff --git a/contrib/deneva/benchmarks/da_query.cpp b/contrib/deneva/benchmarks/da_query.cpp
index 1c349831..f32d52f7 100644
--- a/contrib/deneva/benchmarks/da_query.cpp
+++ b/contrib/deneva/benchmarks/da_query.cpp
@@ -117,14 +117,7 @@ BaseQuery * DAQueryGenerator::create_query(Workload * h_wl, uint64_t home_partit
           t_version[DAQ_t->item_id]++;
         DAQ_t->write_version=t_version[DAQ_t->item_id];
         da_gen_qry_queue.push_data(DAQ_t);
-        /*
-        while(!(pu=da_query_queue.push(DAQ_t)));
-        if(pu)
-          printf("true ");
-        else
-          printf("false ");
-        fflush(stdout);
-        */
+
     }
     free(t_version);
     seq_num++;
diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 2f87cfa8..898e245a 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -51,32 +51,10 @@ RC DATxnManager::run_txn() {
   DATxnType txn_type = da_query->txn_type;
   bool jump=false;
 
-  switch (txn_type)
-  {
-    case DA_WRITE:
-      DA_history_mem.push_back('W');
-      break;
-    case DA_READ:
-      DA_history_mem.push_back('R');
-      break;
-    case DA_COMMIT:
-      DA_history_mem.push_back('C');
-      break;
-    case DA_ABORT:
-      DA_history_mem.push_back('A');
-      break;
-    case DA_SCAN:
-      DA_history_mem.push_back('S');
-      break;
-  }
-  DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-  if(txn_type==DA_WRITE || txn_type==DA_READ)
-    DA_history_mem.push_back(static_cast<char>('a'+item_id));//item_id
-  DA_history_mem.push_back(' ');
-  #if WORKLOAD ==DA
-    printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, state, _wl->nextstate);
-    fflush(stdout);
-  #endif
+#if WORKLOAD == DA && DA_PRINT_LOG == true
+  printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, state, _wl->nextstate);
+  fflush(stdout);
+#endif
   if(_wl->nextstate!=0)
   {
     while (state != _wl->nextstate&&!simulation->is_done());
@@ -149,11 +127,51 @@ RC DATxnManager::run_txn() {
           break;
         }
       }
-      //if(rc==Abort||rc==WAIT)
-      //{
-      //  rc = start_abort();
-      //}
+      // if(rc==Abort||rc==WAIT)
+      // {
+      //   rc = start_abort();
+      //   abort_history = true;
+      // }
+      if (rc == RCOK) {
+        switch (txn_type)
+        {
+          case DA_WRITE:
+            DA_history_mem.push_back('W');
+            break;
+          case DA_READ:
+            DA_history_mem.push_back('R');
+            break;
+          case DA_COMMIT:
+            DA_history_mem.push_back('C');
+            break;
+          case DA_ABORT:
+            DA_history_mem.push_back('A');
+            break;
+          case DA_SCAN:
+            DA_history_mem.push_back('S');
+            break;
+        }
+        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        if(txn_type==DA_WRITE || txn_type==DA_READ) {
+          DA_history_mem.push_back(static_cast<char>('a'+item_id));//item_id
+          DA_history_mem.push_back(static_cast<char>('='));//item_id
+          if (txn_type==DA_WRITE)
+            DA_history_mem.push_back(static_cast<char>('0'+version));//item_id
+          else if (txn_type==DA_READ)
+            DA_history_mem.push_back(static_cast<char>('0'+value[0]));//item_id
+        } 
+        DA_history_mem.push_back(' ');
+      } else if (rc == Commit) {
+        DA_history_mem.push_back('C');
+        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        DA_history_mem.push_back(' ');
+      } else {
+        DA_history_mem.push_back('A');
+        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        DA_history_mem.push_back(' ');
+      }
   }
+
   _wl->nextstate = da_query->next_state;
   if(_wl->nextstate==0)
   {
diff --git a/contrib/deneva/client/client_query.cpp b/contrib/deneva/client/client_query.cpp
index 5ec16a77..cc46a137 100644
--- a/contrib/deneva/client/client_query.cpp
+++ b/contrib/deneva/client/client_query.cpp
@@ -59,14 +59,14 @@ Client_query_queue::init(Workload * h_wl) {
         query_cnt[id] = (uint64_t*)mem_allocator.align_alloc(sizeof(uint64_t));
     }
     next_tid = 0;
-/*
 #if WORKLOAD == DA
-    pthread_t * p_thds = new pthread_t[1];
-    pthread_create(&p_thds[0], NULL, initQueriesHelper, this);
-    pthread_join(p_thds[0], NULL);
+    FUNC_ARGS *arg=(FUNC_ARGS*)mem_allocator.align_alloc(sizeof(FUNC_ARGS));
+    arg->context=this;
+    arg->thd_id=g_init_parallelism - 1;
+    pthread_t  p_thds_main;
+    pthread_create(&p_thds_main, NULL, initQueriesHelper, (void*)arg );
+    pthread_detach(p_thds_main);
 #else
-*/
-
     pthread_t * p_thds = new pthread_t[g_init_parallelism - 1];
     for (uint64_t i = 0; i < g_init_parallelism - 1; i++) {
         FUNC_ARGS *arg=(FUNC_ARGS*)mem_allocator.align_alloc(sizeof(FUNC_ARGS));
@@ -77,17 +77,13 @@ Client_query_queue::init(Workload * h_wl) {
     FUNC_ARGS *arg=(FUNC_ARGS*)mem_allocator.align_alloc(sizeof(FUNC_ARGS));
     arg->context=this;
     arg->thd_id=g_init_parallelism - 1;
-    #if WORKLOAD == DA
-        pthread_t  p_thds_main;
-        pthread_create(&p_thds_main, NULL, initQueriesHelper, (void*)arg );
-        pthread_detach(p_thds_main);
-    #else
-        initQueriesHelper(arg);
-    #endif
+
+    initQueriesHelper(arg);
 
     for (uint32_t i = 0; i < g_init_parallelism - 1; i++) {
         pthread_join(p_thds[i], NULL);
     }
+#endif
 }
 
 void *
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index 33b19e36..b9dd6868 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -50,14 +50,18 @@
 // #define NO_REMOTE // remove all remote txn
 #define TXN_QUEUE_PERCENT 0.9 // The proportion of the transaction to take from txn_queue firstly.
 // ! end of these parameters
+//
+
+// print detail log for each operation execution
+#define DA_PRINT_LOG false
 
 /***********************************************/
 // Simulation + Hardware
 /***********************************************/
-#define NODE_CNT 2
-#define THREAD_CNT 4 //trans_num
-#define REM_THREAD_CNT 2
-#define SEND_THREAD_CNT 2
+#define NODE_CNT 1
+#define THREAD_CNT 1 //trans_num
+#define REM_THREAD_CNT 1
+#define SEND_THREAD_CNT 1
 #define CORE_CNT 2
 // PART_CNT should be at least NODE_CNT
 #define PART_CNT NODE_CNT
@@ -88,7 +92,7 @@
 // # of transactions to run for warmup
 #define WARMUP            0
 // YCSB or TPCC or PPS or DA
-#define WORKLOAD YCSB
+#define WORKLOAD DA
 // print the transaction latency distribution
 #define PRT_LAT_DISTR false
 #define STATS_ENABLE        true
diff --git a/contrib/deneva/system/sim_manager.cpp b/contrib/deneva/system/sim_manager.cpp
index 7464329e..dec75c08 100644
--- a/contrib/deneva/system/sim_manager.cpp
+++ b/contrib/deneva/system/sim_manager.cpp
@@ -62,7 +62,7 @@ bool SimManager::timeout() {
         bool res =  ((get_sys_clock() - run_starttime) >= (g_done_timer + g_warmup_timer)/12)
         &&((now - t) >= (g_done_timer + g_warmup_timer)/6);
         if (res) {
-            printf("123\n");
+            printf("SimManager::timeout success\n");
         }
         return res;
     #else
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 17cd9042..4d9666ca 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -351,7 +351,7 @@ RC WorkerThread::run() {
             continue;
         }
         simulation->last_da_query_time = get_sys_clock();
-#if WORKLOAD == DA
+#if WORKLOAD == DA && DA_PRINT_LOG == true
         printf("thd_id:%lu stxn_id:%lu batch_id:%lu seq_id:%lu type:%c rtype:%d trans_id:%lu item:%c laststate:%lu state:%lu next_state:%lu\n",
             this->_thd_id,
             ((DAClientQueryMessage*)msg)->txn_id,
diff --git a/contrib/deneva/transport/msg_thread.cpp b/contrib/deneva/transport/msg_thread.cpp
index ba656b97..0bb99c20 100644
--- a/contrib/deneva/transport/msg_thread.cpp
+++ b/contrib/deneva/transport/msg_thread.cpp
@@ -118,13 +118,14 @@ void MessageThread::run() {
 
 #if WORKLOAD == DA
     if(!is_server&&false)
-        printf("cl seq_id:%lu type:%c trans_id:%lu item:%c state:%lu next_state:%lu\n",
+        printf("cl seq_id:%lu type:%c trans_id:%lu item:%c state:%lu next_state:%lu write_version:%lu\n",
             ((DAClientQueryMessage*)msg)->seq_id,
             type2char1(((DAClientQueryMessage*)msg)->txn_type),
             ((DAClientQueryMessage*)msg)->trans_id,
             static_cast<char>('x'+((DAClientQueryMessage*)msg)->item_id),
             ((DAClientQueryMessage*)msg)->state,
-            (((DAClientQueryMessage*)msg)->next_state));
+            (((DAClientQueryMessage*)msg)->next_state),
+            ((DAClientQueryMessage*)msg)->write_version);
             fflush(stdout);
 #endif
 

From 7e6cbd15b4b67c6ce7c724b89c1ed3a79a19484d Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 12 Jan 2021 12:19:23 +0800
Subject: [PATCH 002/102] Output abort histories with DA workload

---
 contrib/deneva/benchmarks/da_txn.cpp | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 898e245a..b5d561d1 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -127,11 +127,11 @@ RC DATxnManager::run_txn() {
           break;
         }
       }
-      // if(rc==Abort||rc==WAIT)
-      // {
-      //   rc = start_abort();
-      //   abort_history = true;
-      // }
+      if(rc==Abort||rc==WAIT)
+      {
+        rc = start_abort();
+        abort_history = true;
+      }
       if (rc == RCOK) {
         switch (txn_type)
         {

From 7dd7a4388f56c2f879f9d8cca088d4cdfd373fe8 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 12 Jan 2021 19:44:16 +0800
Subject: [PATCH 003/102] Add DLI and DTA algorithm

---
 contrib/deneva/config.h             | 12 +++++-
 contrib/deneva/statistics/stats.cpp |  8 +++-
 contrib/deneva/statistics/stats.h   |  6 +++
 contrib/deneva/storage/row.cpp      | 59 ++++++++++++++++++++++++++++-
 contrib/deneva/storage/row.h        |  7 ++++
 contrib/deneva/system/global.cpp    |  5 +++
 contrib/deneva/system/global.h      |  6 +++
 contrib/deneva/system/txn.h         |  5 ++-
 8 files changed, 103 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index b9dd6868..dc2e6905 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG BOCC
+#define CC_ALG OCC
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
@@ -387,6 +387,16 @@ enum PPSTxnType {
 #define BOCC       16
 #define SSI        17
 #define WSI        18
+
+#define DLI_BASE 19
+#define DLI_OCC 20
+#define DLI_MVCC_OCC 21
+#define DLI_DTA 22
+#define DLI_MVCC 23
+#define DLI_DTA2 24
+#define DLI_DTA3 25
+#define DTA 26
+
 #define SILO 27
 #define CNULL 28
 // TIMESTAMP allocation method.
diff --git a/contrib/deneva/statistics/stats.cpp b/contrib/deneva/statistics/stats.cpp
index 3ffa56fd..d56c301e 100644
--- a/contrib/deneva/statistics/stats.cpp
+++ b/contrib/deneva/statistics/stats.cpp
@@ -234,6 +234,12 @@ void Stats_thd::clear() {
     sched_epoch_cnt=0;
     sched_epoch_diff=0;
 
+    // DLI_MVCC_OCC
+    dli_mvcc_occ_validate_time = 0;
+    dli_mvcc_occ_check_cnt = 0;
+    dli_mvcc_occ_abort_check_cnt = 0;
+    dli_mvcc_occ_ts_abort_cnt = 0;
+
     //OCC
     occ_validate_time=0;
     occ_cs_wait_time=0;
@@ -1451,7 +1457,7 @@ uint64_t Stats::get_txn_cnts() {
     for (uint64_t tid = 0; tid < limit; tid ++) {
         total_txn_cnt += _stats[tid]->txn_cnt;
     }
-    
+
     return total_txn_cnt;
 }
 
diff --git a/contrib/deneva/statistics/stats.h b/contrib/deneva/statistics/stats.h
index 1e4d4c3e..52adcc59 100644
--- a/contrib/deneva/statistics/stats.h
+++ b/contrib/deneva/statistics/stats.h
@@ -210,6 +210,12 @@ class Stats_thd {
     uint64_t sched_epoch_cnt;
     double sched_epoch_diff;
 
+    // DLI_MVCC_OCC
+    double dli_mvcc_occ_validate_time;
+    uint64_t dli_mvcc_occ_check_cnt;
+    uint64_t dli_mvcc_occ_abort_check_cnt;
+    uint64_t dli_mvcc_occ_ts_abort_cnt;
+
     // OCC
     double occ_validate_time;
     double occ_cs_wait_time;
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index b1b60b7a..56437e71 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -41,6 +41,10 @@
 #include "row_wsi.h"
 #include "row_null.h"
 #include "row_silo.h"
+#include "row_si.h"
+#include "row_dta.h"
+#include "row_dli_based.h"
+#include "dli.h"
 #include "mem_alloc.h"
 #include "manager.h"
 
@@ -91,6 +95,10 @@ void row_t::init_manager(row_t * row) {
     manager = (Row_null *) mem_allocator.align_alloc(sizeof(Row_null));
 #elif CC_ALG == SILO
     manager = (Row_silo *) mem_allocator.align_alloc(sizeof(Row_silo));
+#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
+    manager = (Row_dli_base *)mem_allocator.align_alloc(sizeof(Row_dli_base));
+#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+    manager = (Row_si *)mem_allocator.align_alloc(sizeof(Row_si));
 #endif
 
 #if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC
@@ -306,6 +314,34 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     rc = this->manager->access(txn, R_REQ);
     access->data = txn->cur_row;
     goto end;
+#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
+  // DLI always make a local copy regardless of read or write
+  DEBUG_M("row_t::get_row DLI alloc \n");
+  txn->cur_row = (row_t *)mem_allocator.alloc(sizeof(row_t));
+  txn->cur_row->init(get_table(), get_part_id());
+  rc = this->manager->access(txn, type == WR ? P_REQ : R_REQ, access->version);
+  access->data = txn->cur_row;
+#if CC_ALG == DLI_BASE
+  if (rc == RCOK) {
+    rc = dli_man.validate(txn, false);
+  }
+#endif
+  goto end;
+#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+  rc = this->manager->access(txn, R_REQ, access->version);
+  if (type == WR) {
+    DEBUG_M("row_t::get_row SI alloc \n");
+    row_t *newer = (row_t *)mem_allocator.alloc(sizeof(row_t));
+    newer->init(get_table(), get_part_id());
+    newer->copy(txn->cur_row);
+    txn->cur_row = newer;
+  }
+
+  access->data = txn->cur_row;
+#if CC_ALG == DLI_MVCC
+  rc = dli_man.validate(txn, false);
+#endif
+  goto end;
 #elif CC_ALG == SILO
     // like OCC, sundial also makes a local copy for each read/write
     DEBUG_M("row_t::get_row SILO alloc \n");
@@ -371,7 +407,7 @@ RC row_t::get_row_post_wait(access_t type, TxnManager * txn, row_t *& row) {
     //ts_t endtime = get_sys_clock();
     row = this;
 
-#elif CC_ALG == MVCC || CC_ALG == TIMESTAMP || CC_ALG == SUNDIAL || CC_ALG == SSI || CC_ALG == WSI
+#elif CC_ALG == MVCC || CC_ALG == TIMESTAMP || CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     assert(txn->ts_ready);
     //INC_STATS(thd_id, time_wait, t2 - t1);
     row = txn->cur_row;
@@ -380,7 +416,7 @@ RC row_t::get_row_post_wait(access_t type, TxnManager * txn, row_t *& row) {
     assert(row->get_table() != NULL);
     assert(row->get_schema() == this->get_schema());
     assert(row->get_table_name() != NULL);
-    if (( CC_ALG == MVCC || CC_ALG == SUNDIAL || CC_ALG == SSI || CC_ALG == WSI) && type == WR) {
+    if (( CC_ALG == MVCC || CC_ALG == SUNDIAL || CC_ALG == SSI || CC_ALG == WSI || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3) && type == WR) {
         DEBUG_M("row_t::get_row_post_wait MVCC alloc \n");
         row_t * newr = (row_t *) mem_allocator.alloc(sizeof(row_t));
         newr->init(this->get_table(), get_part_id());
@@ -444,6 +480,25 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
     mem_allocator.free(row, sizeof(row_t));
     manager->release();
     return 0;
+#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
+  assert(row != NULL);
+  uint64_t version = 0;
+  version = manager->write(row, txn, type);
+  row->free_row();
+  DEBUG_M("row_t::return_row DLT1 free \n");
+  mem_allocator.free(row, sizeof(row_t));
+  return version;
+#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+  assert(row != NULL);
+  uint64_t version = 0;
+  if (type == WR) {
+    version = manager->write(row, txn, type);
+  } else if (type == XP) {
+    manager->write(row, txn, type);
+    row->free_row();
+    mem_allocator.free(row, sizeof(row_t));
+  }
+  return version;
 #elif CC_ALG == CNULL
     assert (row != NULL);
     if (rc == Abort) {
diff --git a/contrib/deneva/storage/row.h b/contrib/deneva/storage/row.h
index b2e3f936..38e35b3c 100644
--- a/contrib/deneva/storage/row.h
+++ b/contrib/deneva/storage/row.h
@@ -26,6 +26,8 @@
 #define _ROW_H_
 
 #include <cassert>
+
+#include "../concurrency_control/row_si.h"
 #include "global.h"
 
 
@@ -58,6 +60,7 @@ class Row_sundial;
 class Row_si;
 class Row_null;
 class Row_silo;
+class Row_dli_base;
 
 class row_t {
 public:
@@ -136,6 +139,10 @@ class row_t {
     Row_null * manager;
     #elif CC_ALG == SILO
     Row_silo * manager;
+    #elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
+    Row_dli_base *manager;
+    #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+    Row_si *manager;
     #endif
     char * data;
     int tuple_size;
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 55d8daf9..64653c14 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -26,6 +26,8 @@
 #include "focc.h"
 #include "ssi.h"
 #include "wsi.h"
+#include "dta.h"
+#include "dli.h"
 #include "transport.h"
 #include "work_queue.h"
 #include "abort_queue.h"
@@ -69,6 +71,8 @@ Maat maat_man;
 ssi ssi_man;
 wsi wsi_man;
 Sundial sundial_man;
+Dta dta_man;
+Dli dli_man;
 Transport tport_man;
 TxnManPool txn_man_pool;
 TxnPool txn_pool;
@@ -85,6 +89,7 @@ Client_txn client_man;
 Sequencer seq_man;
 Logger logger;
 TimeTable time_table;
+DtaTimeTable dta_time_table;
 InOutTable inout_table;
 // QTcpQueue tcp_queue;
 TcpTimestamp tcp_ts;
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index 6bffd819..d6859c0f 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -66,6 +66,8 @@ class ssi;
 class wsi;
 class Maat;
 class Sundial;
+class Dta;
+class Dli;
 class Transport;
 class Remote_query;
 class TxnManPool;
@@ -84,6 +86,7 @@ class Client_txn;
 class Sequencer;
 class Logger;
 class TimeTable;
+class DtaTimeTable;
 class InOutTable;
 
 class DAQuery;
@@ -116,6 +119,8 @@ extern ssi ssi_man;
 extern wsi wsi_man;
 extern Maat maat_man;
 extern Sundial sundial_man;
+extern Dta dta_man;
+extern Dli dli_man;
 extern Transport tport_man;
 extern TxnManPool txn_man_pool;
 extern TxnPool txn_pool;
@@ -132,6 +137,7 @@ extern Client_txn client_man;
 extern Sequencer seq_man;
 extern Logger logger;
 extern TimeTable time_table;
+extern DtaTimeTable dta_time_table;
 extern InOutTable inout_table;
 
 // extern QTcpQueue tcp_queue;
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index d8a8ddd4..36f2a281 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -6,7 +6,7 @@
     Tencent Modifications are Copyright (C) THL A29 Limited.
 
     Author: hongyaozhao@ruc.edu.cn
-    
+
      Copyright 2016 Massachusetts Institute of Technology
 
      Licensed under the Apache License, Version 2.0 (the "License");
@@ -293,6 +293,9 @@ class TxnManager {
     int last_txn_id;
     Message* last_msg;
 
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    std::atomic<bool>* is_abort = nullptr;
+#endif
 
 protected:
 

From 0111b72e0d9292d078d827b727c8bfe7eba486e0 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 13 Jan 2021 12:30:54 +0800
Subject: [PATCH 004/102] Upload DLI & DTA algorithm source files on deneva

---
 contrib/deneva/concurrency_control/dli.cpp    | 272 ++++++++++
 contrib/deneva/concurrency_control/dli.h      |  50 ++
 contrib/deneva/concurrency_control/dta.cpp    | 357 ++++++++++++
 contrib/deneva/concurrency_control/dta.h      | 139 +++++
 .../concurrency_control/row_dli_based.cpp     |  73 +++
 .../concurrency_control/row_dli_based.h       |  56 ++
 .../deneva/concurrency_control/row_dta.cpp    | 508 ++++++++++++++++++
 contrib/deneva/concurrency_control/row_dta.h  |  94 ++++
 contrib/deneva/concurrency_control/row_si.cpp |  51 ++
 contrib/deneva/concurrency_control/row_si.h   |  53 ++
 10 files changed, 1653 insertions(+)
 create mode 100644 contrib/deneva/concurrency_control/dli.cpp
 create mode 100644 contrib/deneva/concurrency_control/dli.h
 create mode 100644 contrib/deneva/concurrency_control/dta.cpp
 create mode 100644 contrib/deneva/concurrency_control/dta.h
 create mode 100644 contrib/deneva/concurrency_control/row_dli_based.cpp
 create mode 100644 contrib/deneva/concurrency_control/row_dli_based.h
 create mode 100644 contrib/deneva/concurrency_control/row_dta.cpp
 create mode 100644 contrib/deneva/concurrency_control/row_dta.h
 create mode 100644 contrib/deneva/concurrency_control/row_si.cpp
 create mode 100644 contrib/deneva/concurrency_control/row_si.h

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
new file mode 100644
index 00000000..25102268
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -0,0 +1,272 @@
+#include "dli.h"
+
+#include "../system/helper.h"
+#include "../system/manager.h"
+#include "../system/global.h"
+#include "dta.h"
+#include "row_dli_based.h"
+#include "txn.h"
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
+    CC_ALG == DLI_MVCC
+void dli_merge_set(Dli::RWSet& r_tc,
+                   Dli::RWSet& r_tl) {
+  r_tc.insert(r_tl.begin(), r_tl.end());
+}
+
+void dli_compare_set(const Dli::RWSet& r_tc, uint32_t& newer_tc,
+                     const Dli::RWSet& r_tl, uint32_t& newer_tl, bool rw,
+                     const uint32_t offset) {
+  for (const auto& i : r_tl) {
+    if (r_tc.count(i.first)) {
+      newer_tl |= (i.second > r_tc.at(i.first)) << offset;
+      if (!rw)
+        newer_tc |= (i.second < r_tc.at(i.first)) << offset;
+      else
+        newer_tc |= (i.second <= r_tc.at(i.first)) << offset;
+    }
+  }
+}
+
+#define IDENTIFY_ANOMALY(tc_off, tl_off, ano_name)                      \
+  do {                                                                  \
+    if ((newer_tc & (1 << (tc_off))) && (newer_tl & (1 << (tl_off)))) { \
+      INC_STATS(txn->get_thd_id(), ano_name, 1);                        \
+      return true;                                                      \
+    }                                                                   \
+  } while (0)
+
+bool dli_has_conflict(TxnManager* txn, const uint32_t newer_tc, const uint32_t newer_tl) {
+  if (!newer_tc || !newer_tl) return false;
+  IDENTIFY_ANOMALY(3, 3, ano_4_trans_read_skew);
+  IDENTIFY_ANOMALY(3, 1, ano_3_trans_read_skew_1);
+  IDENTIFY_ANOMALY(2, 3, ano_3_trans_write_skew_1);
+  IDENTIFY_ANOMALY(2, 1, ano_2_trans_write_skew_1);
+  IDENTIFY_ANOMALY(1, 3, ano_3_trans_read_skew_2);
+  IDENTIFY_ANOMALY(1, 1, ano_2_trans_read_skew);
+  IDENTIFY_ANOMALY(0, 3, ano_3_trans_write_skew_2);
+  IDENTIFY_ANOMALY(0, 1, ano_2_trans_write_skew_2);
+  INC_STATS(txn->get_thd_id(), ano_unknown, 1);
+  return true;
+}
+
+#undef IDENTIFY_ANOMALY
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_MVCC
+static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc,
+                           Dli::RWSet& w_tc,
+                           Dli::RWSet& r_tl,
+                           Dli::RWSet& w_tl) {
+  //(txn, rset, wset, r_tl, w_tl);
+  //r_tc:rset w_tc:wset
+  //
+  uint32_t newer_tl = 0, newer_tc = 0;
+  dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+  dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+  dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+  dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+
+  dli_merge_set(r_tc, r_tl);
+  dli_merge_set(w_tc, w_tl);
+
+  return false;
+}
+
+#endif
+
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc,
+                           Dli::RWSet& w_tc,
+                           Dli::RWSet& r_tl,
+                           Dli::RWSet& w_tl, uint64_t& lower,
+                           uint64_t& upper, uint64_t lower_tl, uint64_t upper_tl) {
+  uint32_t newer_tl = 0, newer_tc = 0;
+
+  dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+  dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+  if (newer_tc)
+    lower = std::max(lower, upper_tl);
+  else if (newer_tl)
+    upper = std::min(lower_tl, upper);
+
+  if (lower >= upper) return true;
+  dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+#if CC_ALG != DLI_DTA3
+  dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
+  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+#endif
+
+#if CC_ALG == DLI_DTA
+  dli_merge_set(r_tc, r_tl);
+  dli_merge_set(w_tc, w_tl);
+#endif
+  return false;
+}
+#endif
+#endif
+static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
+  RC rc = RCOK;
+#if CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
+    CC_ALG == DLI_MVCC
+  uint64_t start_time = get_sys_clock();
+  uint64_t expect = 0;
+  Dli::RWSet rset, wset;
+  std::unordered_set<ts_t> cur_trans;
+  Dli::get_rw_set(txn, rset, wset);
+  Dli::RWSet rset_bak = rset, wset_bak = wset;
+  ts_t ts = txn->get_start_timestamp();
+
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+  uint64_t tid = txn->get_thd_id();
+  txnid_t txnid = txn->get_txn_id();
+  uint64_t lower = dta_time_table.get_lower(tid, txnid);
+  uint64_t upper = dta_time_table.get_upper(tid, txnid);
+  if (lower >= upper) rc = Abort;
+#endif
+
+  uint64_t timespan = get_sys_clock() - start_time;
+  txn->txn_stats.cc_time += timespan;
+  txn->txn_stats.cc_time_short += timespan;
+  start_time += timespan;
+
+  timespan = get_sys_clock() - start_time;
+  txn->txn_stats.cc_block_time += timespan;
+  txn->txn_stats.cc_block_time_short += timespan;
+  start_time += timespan;
+
+  if (rc == RCOK) {
+    for (auto& i : wset) {
+      if (i.first->manager->w_trans != ts) {
+        if (!i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {//先写者获胜？
+        /*compare_exchange_strong：if w_trans' value == expected. Then w_trans' value = ts
+                                    else expect=w_trans' value 
+          #Q: is there means? if P_REQ, row is ok, but its version is 0. Once real write, set version.
+                              So w_trans' value != 0, then abort，提交之后之后就又是0了
+        */
+          rc = Abort;
+          break;
+        }
+      }
+    }
+  }
+
+  if (rc == RCOK && !wset.empty()) {
+    for (auto& i : wset) {
+    /*#Q: Why we set all the write version to UINT64_MAX?*/
+      i.second = UINT64_MAX;//我写的版本号是最大的，在提交的时候会给一个真实的版本
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+      row_t* cur_wrow = i.first;
+      if (lower <= cur_wrow->manager->timestamp_last_write) {
+        lower = cur_wrow->manager->timestamp_last_write + 1;
+      }
+#endif
+    }
+    bool res = false;
+    for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load(); tl != nullptr && tl->start_ts_ > ts; tl = tl->next_) {//cur_trans is active tran table
+      if (tl->is_abort_.load()) continue;
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+      res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_, lower, upper,
+                             tl->lower_, tl->upper_);
+        // dli->release(dli->commit_trans_lowup_mutex_);
+#else
+      res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_);
+#endif
+      // dli->release(dli->commit_trans_rset_mutex_);
+      if (res) {
+        rc = Abort;
+        break;
+      }
+    }
+  }
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+  if (lower >= upper) rc = Abort;
+#endif
+  if (rc == RCOK && final_validate) {
+#if CC_ALG != DLI_DTA && CC_ALG != DLI_DTA2 && CC_ALG != DLI_DTA3
+    txn->is_abort = &TSNode<Dli::ValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts)->is_abort_;
+#else
+    txn->is_abort = &TSNode<Dli::ValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts, lower, upper)->is_abort_;
+    dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
+    dta_time_table.set_lower(tid, txnid, lower);
+    dta_time_table.set_upper(tid, txnid, upper);
+  } else {
+    dta_time_table.set_state(tid, txnid, DTA_ABORTED);
+#endif
+  }
+  timespan = get_sys_clock() - start_time;
+  txn->txn_stats.cc_time += timespan;
+  txn->txn_stats.cc_time_short += timespan;
+  start_time += timespan;
+
+#endif
+  return rc;
+}
+
+void Dli::get_rw_set(TxnManager* txn, Dli::RWSet& rset,
+                     Dli::RWSet& wset) {
+  uint64_t len = txn->get_access_cnt();
+  for (uint64_t i = 0; i < len; i++) {
+    if (txn->get_access_type(i) == WR)
+      wset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
+    else
+      rset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
+  }
+#if WORKLOAD == TPCC
+  for (const auto& i : wset) rset[i.first] = i.second;
+#endif
+}
+
+void Dli::init() {
+  // pthread_mutex_init(&validated_trans_mutex_, NULL);
+  // pthread_mutex_init(&commit_trans_rset_mutex_, NULL);
+  // pthread_mutex_init(&commit_trans_wset_mutex_, NULL);
+  // pthread_mutex_init(&commit_trans_lowup_mutex_, NULL);
+  pthread_mutex_init(&mtx_, NULL);
+}
+
+RC Dli::validate(TxnManager* txn, const bool final_validate) {
+  RC rc = RCOK;
+  uint64_t starttime = get_sys_clock();
+  txnid_t tid = txn->get_thd_id();
+  rc = validate_main(txn, this, final_validate);
+  INC_STATS(tid, dli_mvcc_occ_validate_time, get_sys_clock() - starttime);
+  if (rc == RCOK) {
+    INC_STATS(tid, dli_mvcc_occ_check_cnt, 1);
+  } else {
+    INC_STATS(tid, dli_mvcc_occ_abort_check_cnt, 1);
+  }
+  return rc;
+}
+
+void Dli::finish_trans(RC rc, TxnManager* txn) {
+#if CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC
+  if (rc != RCOK && txn->is_abort != nullptr) {
+    txn->is_abort->store(true);
+  }
+#endif
+}
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+RC Dli::find_bound(TxnManager* txn) {
+  RC rc = RCOK;
+  txnid_t tid = txn->get_thd_id();
+  txnid_t txnid = txn->get_txn_id();
+  uint64_t lower = dta_time_table.get_lower(tid, txnid);
+  uint64_t upper = dta_time_table.get_upper(tid, txnid);
+  if (lower >= upper) {
+    dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
+    rc = Abort;
+  } else {
+    dta_time_table.set_state(tid, txnid, DTA_COMMITTED);
+    txn->commit_timestamp = lower;
+  }
+  DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", tid, rc, lower, upper, txn->commit_timestamp);
+  return rc;
+}
+#endif
+void Dli::latch() { pthread_mutex_lock(&mtx_); }
+void Dli::release() { pthread_mutex_unlock(&mtx_); }
diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
new file mode 100644
index 00000000..e9adde1e
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dli.h
@@ -0,0 +1,50 @@
+#ifndef SI_H
+#define SI_H
+#include <unordered_map>
+#include <unordered_set>
+
+#include "../storage/row.h"
+#include "../system/global.h"
+#include "semaphore.h"
+
+template <typename T> class TSNode;
+
+class Dli {
+ public:
+  using RWSet = std::map<row_t*, uint64_t>;
+  struct ValidatedTxn {
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    ValidatedTxn(const RWSet& rset, const RWSet& wset, const ts_t start_ts, const uint64_t lower, const uint64_t upper) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts), lower_(lower), upper_(upper) {}
+#else
+    ValidatedTxn(const RWSet& rset, const RWSet& wset, const ts_t start_ts) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts) {}
+#endif
+    ValidatedTxn(ValidatedTxn&&) = default;
+    std::atomic<bool> is_abort_;
+    RWSet rset_;
+    RWSet wset_;
+    const ts_t start_ts_;
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    uint64_t lower_;
+    uint64_t upper_;
+#endif
+  };
+
+  void init();
+  RC validate(TxnManager* txn, const bool lock_rows = true);
+  void finish_trans(RC rc, TxnManager* txn);
+  RC find_bound(TxnManager* txn);
+  static void get_rw_set(TxnManager* txn, RWSet& rset,
+                         RWSet& wset);
+  void latch();
+  void release();
+
+  std::atomic<TSNode<ValidatedTxn>*> validated_txns_;
+
+  // pthread_mutex_t validated_trans_mutex_;
+  // pthread_mutex_t commit_trans_rset_mutex_;
+  // pthread_mutex_t commit_trans_wset_mutex_;
+  // pthread_mutex_t commit_trans_lowup_mutex_;
+  pthread_mutex_t mtx_;
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/dta.cpp b/contrib/deneva/concurrency_control/dta.cpp
new file mode 100644
index 00000000..27ad2a13
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dta.cpp
@@ -0,0 +1,357 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#include "dta.h"
+
+#include "../system/global.h"
+#include "../system/helper.h"
+#include "../system/manager.h"
+#include "../system/mem_alloc.h"
+#include "../system/txn.h"
+#include "dli.h"
+#include "row_dta.h"
+
+void get_rw_set(TxnManager* txn, std::list<dta_item>& rset, std::list<dta_item>& wset) {
+  uint64_t len = txn->get_access_cnt();
+  for (uint64_t i = 0; i < len; i++) {
+    if (txn->get_access_type(i) == WR)
+      wset.emplace_back(txn->get_access_original_row(i), txn->get_access_version(i));
+    else
+      rset.emplace_back(txn->get_access_original_row(i), txn->get_access_version(i));
+  }
+}
+
+dta_set_ent::dta_set_ent() {
+  set_size = 0;
+  txn = NULL;
+  rows = NULL;
+  next = NULL;
+}
+
+void Dta::init() {
+  sem_init(&_semaphore, 0, 1);
+  sem_init(&sem_rwset_, 0, 1);
+}
+
+void Dta::finish(RC rc, TxnManager* txn) {
+  std::list<dta_item> rset, wset;
+  ::get_rw_set(txn, rset, wset);
+  wset.sort();
+  sem_wait(&sem_rwset_);
+  auto it = rwset_it_[txn];
+  sem_post(&sem_rwset_);
+
+  it->latch();
+  if (rc == RCOK) {
+    assert(it->wset.size() == wset.size());
+    it->wset = std::move(wset);
+    it->lower = txn->get_commit_timestamp();
+    it->upper = it->lower + 1;
+    it->state = DTA_COMMITTED;
+  } else {
+    it->state = DTA_ABORTED;
+  }
+  it->release();
+}
+RC Dta::validate(TxnManager* txn) {
+  RC rc = RCOK;
+#if CC_ALG == DTA
+  uint64_t start_time = get_sys_clock();
+  uint64_t timespan;
+  sem_wait(&_semaphore);
+
+  timespan = get_sys_clock() - start_time;
+  txn->txn_stats.cc_block_time += timespan;
+  txn->txn_stats.cc_block_time_short += timespan;
+  INC_STATS(txn->get_thd_id(), dta_cs_wait_time, timespan);
+  start_time = get_sys_clock();
+  uint64_t lower = dta_time_table.get_lower(txn->get_thd_id(), txn->get_txn_id());
+  uint64_t upper = dta_time_table.get_upper(txn->get_thd_id(), txn->get_txn_id());
+  DEBUG("DTA Validate Start %ld: [%lu,%lu]\n", txn->get_txn_id(), lower, upper);
+
+  dta_set_ent* wset;
+  dta_set_ent* rset;
+  get_rw_set(txn, rset, wset);
+
+  DEBUG("DTA write set size %ld: %u \n", txn->get_txn_id(), wset->set_size);
+  if (!wset->set_size) {
+    goto VALID_END;
+  }
+
+  // lower bound of txn greater than write timestamp
+  if (lower <= txn->greatest_write_timestamp) {
+    lower = txn->greatest_write_timestamp + 1;
+    INC_STATS(txn->get_thd_id(), dta_case1_cnt, 1);
+  }
+
+  // Examine each element in the write set
+  for (UInt32 i = 0; i < wset->set_size; i++) {
+    // 1. get the max read timestamp, and just the lower
+    row_t* cur_wrow = wset->rows[i];
+    if (lower <= cur_wrow->manager->timestamp_last_read) {
+      lower = cur_wrow->manager->timestamp_last_read + 1;
+    }
+    if (lower >= upper) goto VALID_END;
+
+    // 2. write in the key's write xid
+    if (cur_wrow->manager->write_trans) {
+      if (cur_wrow->manager->write_trans != txn->get_txn_id()) {
+        dta_time_table.set_state(txn->get_thd_id(), txn->get_txn_id(), DTA_ABORTED);
+        rc = Abort;
+        goto FINISH;
+      }
+    } else {
+      cur_wrow->manager->write_trans = txn->get_txn_id();
+    }
+
+    // 3. find the key's read xids, adjust their lower and upper
+    std::set<uint64_t>* readxid_list = cur_wrow->manager->uncommitted_reads;
+
+    for (auto it = readxid_list->begin(); it != readxid_list->end(); it++) {
+      if (lower >= upper) goto VALID_END;
+
+      uint64_t txn_id = *it;
+      DEBUG("    UR %ld -- %ld: %ld\n", txn->get_txn_id(), cur_wrow->get_primary_key(), txn_id);
+      if (txn_id == txn->get_txn_id()) continue;
+      uint64_t it_upper = dta_time_table.get_upper(txn->get_thd_id(), *it);
+      uint64_t it_lower = dta_time_table.get_lower(txn->get_thd_id(), *it);
+      if (it_lower >= it_upper) continue;
+      DTAState state = dta_time_table.get_state(txn->get_thd_id(), *it);
+      if (state == DTA_VALIDATED || state == DTA_COMMITTED) {
+        INC_STATS(txn->get_thd_id(), dta_case4_cnt, 1);
+        if (lower < it_upper) {
+          lower = it_upper;
+        }
+      } else if (state == DTA_RUNNING) {
+        if (lower <= it_lower) {
+          // TRANS_LOG_WARN("DTAvalidation set lower = dta_txn->lower + 1, transid:%lu
+          // running_txn_id:%lu lower:%lu upper:%lu running_txn_id.lower:%lu
+          // running_txn_id.upper:%lu", ctx, part_ctx->GetTransID(), lower, upper, dta_txn->lower,
+          // dta_txn->upper);
+          lower = it_lower + 1;
+          it_upper = lower < it_upper ? lower : it_upper;
+          dta_time_table.set_upper(txn->get_thd_id(), *it, it_upper);
+        } else if (lower < it_upper) {
+          // TRANS_LOG_WARN("DTAvalidation set running_txn.upper < ctx.lower, transid:%lu
+          // running_txn_id:%lu lower:%lu upper:%lu running_txn_id.lower:%lu
+          // running_txn_id.upper:%lu", ctx, part_ctx->GetTransID(), lower, upper, dta_txn->lower,
+          // dta_txn->upper);
+          it_upper = lower;
+          dta_time_table.set_upper(txn->get_thd_id(), *it, it_upper);
+        }
+      }
+    }
+  }
+
+VALID_END:
+  if (lower >= upper) {
+    dta_time_table.set_state(txn->get_thd_id(), txn->get_txn_id(), DTA_ABORTED);
+    rc = Abort;
+  } else {
+    dta_time_table.set_state(txn->get_thd_id(), txn->get_txn_id(), DTA_VALIDATED);
+    rc = RCOK;
+    assert(lower < upper);
+    INC_STATS(txn->get_thd_id(), dta_range, upper - lower);
+    INC_STATS(txn->get_thd_id(), dta_commit_cnt, 1);
+  }
+
+  dta_time_table.set_lower(txn->get_thd_id(), txn->get_txn_id(), lower);
+  dta_time_table.set_upper(txn->get_thd_id(), txn->get_txn_id(), upper);
+
+FINISH:
+  INC_STATS(txn->get_thd_id(), dta_validate_cnt, 1);
+  timespan = get_sys_clock() - start_time;
+  INC_STATS(txn->get_thd_id(), dta_validate_time, timespan);
+  txn->txn_stats.cc_time += timespan;
+  txn->txn_stats.cc_time_short += timespan;
+
+  DEBUG("DTA Validate End %ld: %d [%lu,%lu]\n", txn->get_txn_id(), rc == RCOK, lower, upper);
+  sem_post(&_semaphore);
+#endif
+  return rc;
+}
+
+RC Dta::get_rw_set(TxnManager* txn, dta_set_ent*& rset, dta_set_ent*& wset) {
+  wset = (dta_set_ent*)mem_allocator.alloc(sizeof(dta_set_ent));
+  rset = (dta_set_ent*)mem_allocator.alloc(sizeof(dta_set_ent));
+  wset->set_size = txn->get_write_set_size();
+  rset->set_size = txn->get_read_set_size();
+  wset->rows = (row_t**)mem_allocator.alloc(sizeof(row_t*) * wset->set_size);
+  rset->rows = (row_t**)mem_allocator.alloc(sizeof(row_t*) * rset->set_size);
+  wset->txn = txn;
+  rset->txn = txn;
+
+  UInt32 n = 0, m = 0;
+  for (uint64_t i = 0; i < wset->set_size + rset->set_size; i++) {
+    if (txn->get_access_type(i) == WR)
+      wset->rows[n++] = txn->get_access_original_row(i);
+    else
+      rset->rows[m++] = txn->get_access_original_row(i);
+  }
+
+  assert(n == wset->set_size);
+  assert(m == rset->set_size);
+
+  return RCOK;
+}
+
+RC Dta::find_bound(TxnManager* txn) {
+  RC rc = RCOK;
+#if CC_ALG == DTA
+  uint64_t lower = dta_time_table.get_lower(txn->get_thd_id(), txn->get_txn_id());
+  uint64_t upper = dta_time_table.get_upper(txn->get_thd_id(), txn->get_txn_id());
+  if (lower >= upper) {
+    dta_time_table.set_state(txn->get_thd_id(), txn->get_txn_id(), DTA_VALIDATED);
+    rc = Abort;
+  } else {
+    dta_time_table.set_state(txn->get_thd_id(), txn->get_txn_id(), DTA_COMMITTED);
+    // TODO: can commit_time be selected in a smarter way?
+    txn->commit_timestamp = lower;
+    // dta_time_table.set_upper(txn->get_thd_id(),txn->get_txn_id(),txn->commit_timestamp+1);
+  }
+  DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", txn->get_txn_id(), rc, lower, upper,
+        txn->commit_timestamp);
+#endif
+  return rc;
+}
+
+void DtaTimeTable::init() {
+  // table_size = g_inflight_max * g_node_cnt * 2 + 1;
+  table_size = g_inflight_max + 1;
+  DEBUG_M("DtaTimeTable::init table alloc\n");
+  table = (DtaTimeTableNode*)mem_allocator.alloc(sizeof(DtaTimeTableNode) * table_size);
+  for (uint64_t i = 0; i < table_size; i++) {
+    table[i].init();
+  }
+}
+
+uint64_t DtaTimeTable::hash(uint64_t key) { return key % table_size; }
+
+DtaTimeTableEntry* DtaTimeTable::find(uint64_t key) {
+  DtaTimeTableEntry* entry = table[hash(key)].head;
+  while (entry) {
+    if (entry->key == key) break;
+    entry = entry->next;
+  }
+  return entry;
+}
+
+void DtaTimeTable::init(uint64_t thd_id, uint64_t key, uint64_t ts) {
+  uint64_t idx = hash(key);
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[34], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (!entry) {
+    DEBUG_M("DtaTimeTable::init entry alloc\n");
+    entry = (DtaTimeTableEntry*)mem_allocator.alloc(sizeof(DtaTimeTableEntry));
+    entry->init(key, ts);
+    LIST_PUT_TAIL(table[idx].head, table[idx].tail, entry);
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+}
+
+void DtaTimeTable::release(uint64_t thd_id, uint64_t key) {
+  uint64_t idx = hash(key);
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[35], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    LIST_REMOVE_HT(entry, table[idx].head, table[idx].tail);
+    DEBUG_M("DtaTimeTable::release entry free\n");
+    mem_allocator.free(entry, sizeof(DtaTimeTableEntry));
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+}
+
+uint64_t DtaTimeTable::get_lower(uint64_t thd_id, uint64_t key) {
+  uint64_t idx = hash(key);
+  uint64_t value = 0;
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[36], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    value = entry->lower;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+  return value;
+}
+
+uint64_t DtaTimeTable::get_upper(uint64_t thd_id, uint64_t key) {
+  uint64_t idx = hash(key);
+  uint64_t value = UINT64_MAX;
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[37], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    value = entry->upper;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+  return value;
+}
+
+void DtaTimeTable::set_lower(uint64_t thd_id, uint64_t key, uint64_t value) {
+  uint64_t idx = hash(key);
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[38], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    entry->lower = value;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+}
+
+void DtaTimeTable::set_upper(uint64_t thd_id, uint64_t key, uint64_t value) {
+  uint64_t idx = hash(key);
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[39], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    entry->upper = value;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+}
+
+DTAState DtaTimeTable::get_state(uint64_t thd_id, uint64_t key) {
+  uint64_t idx = hash(key);
+  DTAState state = DTA_ABORTED;
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[40], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    state = entry->state;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+  return state;
+}
+
+void DtaTimeTable::set_state(uint64_t thd_id, uint64_t key, DTAState value) {
+  uint64_t idx = hash(key);
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  pthread_mutex_lock(&table[idx].mtx);
+  INC_STATS(thd_id, mtx[41], get_sys_clock() - mtx_wait_starttime);
+  DtaTimeTableEntry* entry = find(key);
+  if (entry) {
+    entry->state = value;
+  }
+  pthread_mutex_unlock(&table[idx].mtx);
+}
diff --git a/contrib/deneva/concurrency_control/dta.h b/contrib/deneva/concurrency_control/dta.h
new file mode 100644
index 00000000..1278b2bf
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dta.h
@@ -0,0 +1,139 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#ifndef _DTA_H_
+#define _DTA_H_
+
+#include "../storage/row.h"
+#include "semaphore.h"
+
+class TxnManager;
+
+enum DTAState {
+  DTA_RUNNING = 0,
+  DTA_VALIDATED,
+  DTA_COMMITTED,
+  DTA_ABORTED
+};
+struct dta_item {
+  row_t* data;
+  uint64_t version;
+  dta_item(row_t* data, uint64_t version) : data(data), version(version) {}
+  bool operator<(const dta_item& rhs) { return data < rhs.data; }
+};
+struct dta_rwset {
+  std::list<dta_item> rset;
+  std::list<dta_item> wset;
+  DTAState state;
+  pthread_mutex_t mtx;
+  ts_t commit_ts;
+  uint64_t lower, upper;
+  uint64_t thd_id;
+  dta_rwset(const std::list<dta_item>& rset, const std::list<dta_item>& wset, DTAState state,
+             const ts_t commit_ts, const uint64_t thd_id)
+      : rset(rset),
+        wset(wset),
+        state(state),
+        commit_ts(commit_ts),
+        lower(0),
+        upper(0),
+        thd_id(thd_id) {
+    pthread_mutex_init(&mtx, NULL);
+  }
+
+  void latch() { pthread_mutex_lock(&mtx); }
+  void release() { pthread_mutex_unlock(&mtx); }
+};
+
+class dta_set_ent {
+ public:
+  dta_set_ent();
+  UInt64 tn;
+  TxnManager* txn;
+  UInt32 set_size;
+  row_t** rows;  //[MAX_WRITE_SET];
+  dta_set_ent* next;
+};
+
+class Dta {
+ public:
+  void init();
+  RC validate(TxnManager* txn);
+  RC find_bound(TxnManager* txn);
+  void finish(RC rc, TxnManager* txn);
+
+ private:
+  RC get_rw_set(TxnManager* txni, dta_set_ent*& rset, dta_set_ent*& wset);
+  sem_t _semaphore;
+
+  std::list<dta_rwset> rwset_;
+  std::map<TxnManager*, std::list<dta_rwset>::iterator> rwset_it_;
+  sem_t sem_rwset_;
+};
+
+struct DtaTimeTableEntry {
+  uint64_t lower;
+  uint64_t upper;
+  uint64_t key;
+  DTAState state;
+  DtaTimeTableEntry* next;
+  DtaTimeTableEntry* prev;
+  void init(uint64_t key, uint64_t ts) {
+    lower = ts;
+    upper = UINT64_MAX;
+    this->key = key;
+    state = DTA_RUNNING;
+    next = NULL;
+    prev = NULL;
+  }
+};
+
+struct DtaTimeTableNode {
+  DtaTimeTableEntry* head;
+  DtaTimeTableEntry* tail;
+  pthread_mutex_t mtx;
+  void init() {
+    head = NULL;
+    tail = NULL;
+    pthread_mutex_init(&mtx, NULL);
+  }
+};
+
+class DtaTimeTable {
+ public:
+  void init();
+  void init(uint64_t thd_id, uint64_t key, uint64_t ts);
+  void release(uint64_t thd_id, uint64_t key);
+  uint64_t get_lower(uint64_t thd_id, uint64_t key);
+  uint64_t get_upper(uint64_t thd_id, uint64_t key);
+  void set_lower(uint64_t thd_id, uint64_t key, uint64_t value);
+  void set_upper(uint64_t thd_id, uint64_t key, uint64_t value);
+  DTAState get_state(uint64_t thd_id, uint64_t key);
+  void set_state(uint64_t thd_id, uint64_t key, DTAState value);
+
+ private:
+  // hash table
+  uint64_t hash(uint64_t key);
+  uint64_t table_size;
+  DtaTimeTableNode* table;
+  DtaTimeTableEntry* find(uint64_t key);
+
+  DtaTimeTableEntry* find_entry(uint64_t id);
+
+  sem_t _semaphore;
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/row_dli_based.cpp b/contrib/deneva/concurrency_control/row_dli_based.cpp
new file mode 100644
index 00000000..0d677c3d
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_dli_based.cpp
@@ -0,0 +1,73 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#include "row_dli_based.h"
+
+#include "mem_alloc.h"
+#include "row.h"
+#include "txn.h"
+
+void Row_dli_base::init(row_t *row) {
+  _row = row;
+  _latch = (pthread_mutex_t *)mem_allocator.alloc(sizeof(pthread_mutex_t));
+  pthread_mutex_init(_latch, NULL);
+  sem_init(&_semaphore, 0, 1);
+  _cur_version = 0;
+  _rw_transs = new std::vector<Entry>();
+  _rw_transs->emplace_back(0);
+  w_trans = 0;
+}
+
+RC Row_dli_base::access(TxnManager *txn, TsType type, uint64_t &version) {
+  RC rc = RCOK;
+  // pthread_mutex_lock( _latch );
+  sem_wait(&_semaphore);
+  if (type == R_REQ) {
+    txn->cur_row->copy(_row);
+    version = _cur_version;
+    _rw_transs->back().r_trans_ts.insert(txn->get_start_timestamp());
+  } else if (type == P_REQ) {
+    txn->cur_row->copy(_row);
+    version = UINT64_MAX;
+  } else
+    assert(false);
+  // pthread_mutex_unlock( _latch );
+  sem_post(&_semaphore);
+  return rc;
+}
+
+void Row_dli_base::latch() {
+  // pthread_mutex_lock( _latch );
+  sem_wait(&_semaphore);
+}
+
+uint64_t Row_dli_base::write(row_t *data, TxnManager* txn, const access_t type) {
+  uint64_t res = 0;
+  if (type == WR) {
+    latch();
+    res = _rw_transs->size();
+    //assert(txn->get_commit_timestamp() >= _rw_transs->at(res - 1).w_ts);
+    _rw_transs->emplace_back(txn->get_commit_timestamp());
+    release();
+  }
+  if (w_trans == txn->get_start_timestamp()) w_trans = 0;
+  return res;
+}
+
+void Row_dli_base::release() {
+  // pthread_mutex_unlock( _latch );
+  sem_post(&_semaphore);
+}
diff --git a/contrib/deneva/concurrency_control/row_dli_based.h b/contrib/deneva/concurrency_control/row_dli_based.h
new file mode 100644
index 00000000..35b7d1cb
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_dli_based.h
@@ -0,0 +1,56 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#ifndef ROW_DLI1_H
+#define ROW_DLI1_H
+#include <semaphore.h>
+
+#include "../storage/row.h"
+
+class table_t;
+class Catalog;
+class TxnManager;
+struct TsReqEntry;
+
+class Row_dli_base {
+ public:
+  struct Entry {
+    Entry(const ts_t w_ts) : w_ts(w_ts), r_trans_ts() {}
+    ts_t w_ts;
+    std::set<txnid_t> r_trans_ts;
+  };
+  void init(row_t* row);
+  RC access(TxnManager* txn, TsType type, uint64_t& version);
+  void latch();
+  uint64_t write(row_t* data, TxnManager* txn, const access_t type);
+  void release();
+  bool has_version(uint64_t version) const { return version < _rw_transs->size(); }
+  Entry* get_version(uint64_t version) {
+    assert(has_version(version));
+    return &(_rw_transs->at(version));
+  }
+
+  std::atomic<uint64_t> w_trans;
+
+ private:
+  pthread_mutex_t* _latch;
+  sem_t _semaphore;
+  row_t* _row;
+  uint64_t _cur_version;
+  std::vector<Entry>* _rw_transs;
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/row_dta.cpp b/contrib/deneva/concurrency_control/row_dta.cpp
new file mode 100644
index 00000000..347b6c02
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_dta.cpp
@@ -0,0 +1,508 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#include "row_dta.h"
+
+#include "dta.h"
+#include "helper.h"
+#include "manager.h"
+#include "mem_alloc.h"
+#include "txn.h"
+
+void Row_dta::init(row_t* row) {
+  _row = row;
+  max_version_ = 1;
+  timestamp_last_read = 0;
+  timestamp_last_write = 0;
+  dta_avail = true;
+  // uncommitted_writes = new std::set<uint64_t>();
+  uncommitted_reads = new std::set<uint64_t>();
+  write_trans = 0;
+  //   assert(uncommitted_writes->begin() == uncommitted_writes->end());
+  //   assert(uncommitted_writes->size() == 0);
+
+  // multi-version part
+  readreq_mvcc = NULL;
+  prereq_mvcc = NULL;
+  // readhis = NULL;
+  writehis = NULL;
+  // readhistail = NULL;
+  writehistail = NULL;
+  blatch = false;
+  latch = (pthread_mutex_t*)mem_allocator.alloc(sizeof(pthread_mutex_t));
+  pthread_mutex_init(latch, NULL);
+  whis_len = 0;
+  // rhis_len = 0;
+  rreq_len = 0;
+  preq_len = 0;
+}
+
+RC Row_dta::access(TsType type, TxnManager* txn, row_t* row, uint64_t& version) {
+  uint64_t starttime = get_sys_clock();
+  RC rc = RCOK;
+
+  rc = read_and_write(type, txn, row, version);
+
+  uint64_t timespan = get_sys_clock() - starttime;
+  txn->txn_stats.cc_time += timespan;
+  txn->txn_stats.cc_time_short += timespan;
+  return rc;
+}
+
+RC Row_dta::read_and_write(TsType type, TxnManager* txn, row_t* row, uint64_t& version) {
+  assert(CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3);
+  RC rc = RCOK;
+
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  while (!ATOM_CAS(dta_avail, true, false)) {
+  }
+  INC_STATS(txn->get_thd_id(), mtx[30], get_sys_clock() - mtx_wait_starttime);
+
+  if (type == 0) {
+    DEBUG("READ %ld -- %ld: lw %ld\n", txn->get_txn_id(), _row->get_primary_key(),
+          timestamp_last_read);
+  } else if (type == 1) {
+    DEBUG("COMMIT-WRITE %ld -- %ld: lw %ld\n", txn->get_txn_id(), _row->get_primary_key(),
+          timestamp_last_read);
+  } else if (type == 2) {
+    DEBUG("WRITE (P_REQ) %ld -- %ld: lw %ld\n", txn->get_txn_id(), _row->get_primary_key(),
+          timestamp_last_read);
+  } else if (type == 3) {
+    DEBUG("XP-REQ %ld -- %ld: lw %ld\n", txn->get_txn_id(), _row->get_primary_key(),
+          timestamp_last_read);
+  }
+
+  // Add to uncommitted reads (soft lock)
+  uncommitted_reads->insert(txn->get_txn_id());
+
+  // =======TODO: Do we need using write_txn to adjust it's upper?
+
+  // Fetch the previous version
+  ts_t ts = txn->get_timestamp();
+
+  if (g_central_man)
+    glob_manager.lock_row(_row);
+  else
+    pthread_mutex_lock(latch);
+
+  if (type == R_REQ) {
+    // figure out if ts is in interval(prewrite(x))
+    // bool conf = conflict(type, ts);
+    bool conf = false;
+    if (conf && rreq_len < g_max_read_req) {
+      rc = WAIT;
+      // txn->wait_starttime = get_sys_clock();
+      DEBUG("buf R_REQ %ld %ld\n", txn->get_txn_id(), _row->get_primary_key());
+      buffer_req(R_REQ, txn);
+      txn->ts_ready = false;
+    } else {
+      // return results immediately.
+      rc = RCOK;
+      DTAMVHisEntry* whis = writehis;
+      while (whis_len && whis != NULL && whis->ts > ts) whis = whis->next;
+      row_t* ret = (whis == NULL) ? _row : whis->row;
+      version = (whis == NULL) ? 0 : whis->version;
+      txn->cur_row = ret;
+      // insert_history(ts, NULL);
+      assert(strstr(_row->get_table_name(), ret->get_table_name()));
+    }
+
+    // Adjust txn.lower
+    // uint64_t lower =  dta_time_table.get_lower(txn->get_thd_id(),txn->get_txn_id());
+    // if (lower < timestamp_last_read)
+    // 	dta_time_table.set_lower(txn->get_thd_id(),txn->get_txn_id(), timestamp_last_read + 1);
+
+  } else if (type == P_REQ) {
+    /*if ( conflict(type, ts) ) {
+            rc = Abort;
+    } else*/
+    if (preq_len < g_max_pre_req) {
+      DEBUG("buf P_REQ %ld %ld\n", txn->get_txn_id(), _row->get_primary_key());
+      buffer_req(P_REQ, txn);
+      rc = RCOK;
+    } else {
+      rc = Abort;
+    }
+  } else
+    assert(false);
+
+  if (rc == RCOK) {
+    if (whis_len > g_his_recycle_len) {
+      // if (whis_len > g_his_recycle_len || rhis_len > g_his_recycle_len) {
+      ts_t t_th = glob_manager.get_min_ts(txn->get_thd_id());
+      // if (readhistail && readhistail->ts < t_th)
+      // 	clear_history(R_REQ, t_th);
+      // Here is a tricky bug. The oldest transaction might be
+      // reading an even older version whose timestamp < t_th.
+      // But we cannot recycle that version because it is still being used.
+      // So the HACK here is to make sure that the first version older than
+      // t_th not be recycled.
+      if (whis_len > 1 && writehistail->prev->ts < t_th) {
+        row_t* latest_row = clear_history(W_REQ, t_th);
+        if (latest_row != NULL) {
+          assert(_row != latest_row);
+          _row->copy(latest_row);
+        }
+      }
+    }
+  }
+
+  if (g_central_man)
+    glob_manager.release_row(_row);
+  else
+    pthread_mutex_unlock(latch);
+
+  ATOM_CAS(dta_avail, false, true);
+
+  return rc;
+}
+
+RC Row_dta::prewrite(TxnManager* txn) {
+  assert(CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3);
+  RC rc = RCOK;
+
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  while (!ATOM_CAS(dta_avail, true, false)) {
+  }
+  INC_STATS(txn->get_thd_id(), mtx[31], get_sys_clock() - mtx_wait_starttime);
+  DEBUG("PREWRITE %ld -- %ld: lw %ld, lr %ld\n", txn->get_txn_id(), _row->get_primary_key(),
+        timestamp_last_write, timestamp_last_read);
+
+  // // Copy uncommitted reads
+  // for(auto it = uncommitted_reads->begin(); it != uncommitted_reads->end(); it++) {
+  //   uint64_t txn_id = *it;
+  //   txn->uncommitted_reads->insert(txn_id);
+  //   DEBUG("    UR %ld -- %ld: %ld\n",txn->get_txn_id(),_row->get_primary_key(),txn_id);
+  // }
+
+  // // Copy uncommitted writes
+  // for(auto it = uncommitted_writes->begin(); it != uncommitted_writes->end(); it++) {
+  //   uint64_t txn_id = *it;
+  //   txn->uncommitted_writes_y->insert(txn_id);
+  //   DEBUG("    UW %ld -- %ld: %ld\n",txn->get_txn_id(),_row->get_primary_key(),txn_id);
+  // }
+
+  // // Copy read timestamp
+  // if(txn->greatest_read_timestamp < timestamp_last_read)
+  //   txn->greatest_read_timestamp = timestamp_last_read;
+
+  // // Copy write timestamp
+  // if(txn->greatest_write_timestamp < timestamp_last_write)
+  //   txn->greatest_write_timestamp = timestamp_last_write;
+
+  // Add to uncommitted writes (soft lock)
+  // uncommitted_writes->insert(txn->get_txn_id());
+
+  ATOM_CAS(dta_avail, false, true);
+
+  return rc;
+}
+
+RC Row_dta::abort(access_t type, TxnManager* txn) {
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  while (!ATOM_CAS(dta_avail, true, false)) {
+  }
+  INC_STATS(txn->get_thd_id(), mtx[32], get_sys_clock() - mtx_wait_starttime);
+  DEBUG("dta Abort %ld: %d -- %ld\n", txn->get_txn_id(), type, _row->get_primary_key());
+
+  uncommitted_reads->erase(txn->get_txn_id());
+
+  if (type == WR && write_trans == txn->get_txn_id()) {
+    write_trans = 0;
+  }
+
+  if (type == XP) {
+    write_trans = 0;
+    DEBUG("debuf %ld %ld\n", txn->get_txn_id(), _row->get_primary_key());
+    DTAMVReqEntry* req = debuffer_req(P_REQ, txn);
+    assert(req != NULL);
+    return_req_entry(req);
+    // update_buffer(txn);
+  }
+
+  ATOM_CAS(dta_avail, false, true);
+  return Abort;
+}
+
+RC Row_dta::commit(access_t type, TxnManager* txn, row_t* data, uint64_t& version) {
+  uint64_t mtx_wait_starttime = get_sys_clock();
+  while (!ATOM_CAS(dta_avail, true, false)) {
+  }
+  INC_STATS(txn->get_thd_id(), mtx[33], get_sys_clock() - mtx_wait_starttime);
+  DEBUG("dta Commit %ld: %d,%lu -- %ld\n", txn->get_txn_id(), type, txn->get_commit_timestamp(),
+        _row->get_primary_key());
+
+  uint64_t txn_commit_ts = txn->get_commit_timestamp();
+
+  if (txn_commit_ts > timestamp_last_read) timestamp_last_read = txn_commit_ts;
+  uncommitted_reads->erase(txn->get_txn_id());
+
+  if (type == WR) {
+    // ts_t ts = txn->get_timestamp();
+
+    // the corresponding prewrite request is debuffered.
+    version = insert_history(txn_commit_ts, data);
+    DEBUG("dta insert histroy %ld: %lu -- %ld\n", txn->get_txn_id(), txn->get_commit_timestamp(),
+          data->get_primary_key());
+    DEBUG("debuf %ld %ld\n", txn->get_txn_id(), _row->get_primary_key());
+    DTAMVReqEntry* req = debuffer_req(P_REQ, txn);
+    assert(req != NULL);
+    return_req_entry(req);
+    // update_buffer(txn);
+
+    write_trans = 0;
+  }
+
+  ATOM_CAS(dta_avail, false, true);
+  return RCOK;
+}
+
+row_t* Row_dta::clear_history(TsType type, ts_t ts) {
+  DTAMVHisEntry** queue;
+  DTAMVHisEntry** tail;
+  switch (type) {
+    // case R_REQ : queue = &readhis; tail = &readhistail; break;
+    case W_REQ:
+      queue = &writehis;
+      tail = &writehistail;
+      break;
+    default:
+      assert(false);
+  }
+  DTAMVHisEntry* his = *tail;
+  DTAMVHisEntry* prev = NULL;
+  row_t* row = NULL;
+  while (his && his->prev && his->prev->ts < ts) {
+    prev = his->prev;
+    assert(prev->ts >= his->ts);
+    if (row != NULL) {
+      row->free_row();
+      mem_allocator.free(row, sizeof(row_t));
+    }
+    row = his->row;
+    his->row = NULL;
+    return_his_entry(his);
+    his = prev;
+    // if (type == R_REQ) rhis_len --;
+    // else
+    whis_len--;
+  }
+  *tail = his;
+  if (*tail) (*tail)->next = NULL;
+  if (his == NULL) *queue = NULL;
+  return row;
+}
+
+DTAMVReqEntry* Row_dta::get_req_entry() {
+  return (DTAMVReqEntry*)mem_allocator.alloc(sizeof(DTAMVReqEntry));
+}
+
+void Row_dta::return_req_entry(DTAMVReqEntry* entry) {
+  mem_allocator.free(entry, sizeof(DTAMVReqEntry));
+}
+
+DTAMVHisEntry* Row_dta::get_his_entry() {
+  return (DTAMVHisEntry*)mem_allocator.alloc(sizeof(DTAMVHisEntry));
+}
+
+void Row_dta::return_his_entry(DTAMVHisEntry* entry) {
+  if (entry->row != NULL) {
+    entry->row->free_row();
+    mem_allocator.free(entry->row, sizeof(row_t));
+  }
+  mem_allocator.free(entry, sizeof(DTAMVHisEntry));
+}
+
+void Row_dta::buffer_req(TsType type, TxnManager* txn) {
+  DTAMVReqEntry* req_entry = get_req_entry();
+  assert(req_entry != NULL);
+  req_entry->txn = txn;
+  req_entry->ts = txn->get_timestamp();
+  req_entry->starttime = get_sys_clock();
+  if (type == R_REQ) {
+    rreq_len++;
+    STACK_PUSH(readreq_mvcc, req_entry);
+  } else if (type == P_REQ) {
+    preq_len++;
+    STACK_PUSH(prereq_mvcc, req_entry);
+  }
+}
+
+// for type == R_REQ
+//	 debuffer all non-conflicting requests
+// for type == P_REQ
+//   debuffer the request with matching txn.
+DTAMVReqEntry* Row_dta::debuffer_req(TsType type, TxnManager* txn) {
+  DTAMVReqEntry** queue;
+  DTAMVReqEntry* return_queue = NULL;
+  switch (type) {
+    case R_REQ:
+      queue = &readreq_mvcc;
+      break;
+    case P_REQ:
+      queue = &prereq_mvcc;
+      break;
+    default:
+      assert(false);
+  }
+
+  DTAMVReqEntry* req = *queue;
+  DTAMVReqEntry* prev_req = NULL;
+  if (txn != NULL) {
+    assert(type == P_REQ);
+    while (req != NULL && req->txn != txn) {
+      prev_req = req;
+      req = req->next;
+    }
+    assert(req != NULL);
+    if (prev_req != NULL)
+      prev_req->next = req->next;
+    else {
+      assert(req == *queue);
+      *queue = req->next;
+    }
+    preq_len--;
+    req->next = return_queue;
+    return_queue = req;
+  } else {
+    assert(type == R_REQ);
+    // should return all non-conflicting read requests
+    // The following code makes the assumption that each write op
+    // must read the row first. i.e., there is no write-only operation.
+    uint64_t min_pts = UINT64_MAX;
+    // uint64_t min_pts = (1UL << 32);
+    for (DTAMVReqEntry* preq = prereq_mvcc; preq != NULL; preq = preq->next)
+      if (preq->ts < min_pts) min_pts = preq->ts;
+    while (req != NULL) {
+      if (req->ts <= min_pts) {
+        if (prev_req == NULL) {
+          assert(req == *queue);
+          *queue = (*queue)->next;
+        } else
+          prev_req->next = req->next;
+        rreq_len--;
+        req->next = return_queue;
+        return_queue = req;
+        req = (prev_req == NULL) ? *queue : prev_req->next;
+      } else {
+        prev_req = req;
+        req = req->next;
+      }
+    }
+  }
+
+  return return_queue;
+}
+
+uint64_t Row_dta::insert_history(ts_t ts, row_t* row) {
+  DTAMVHisEntry* new_entry = get_his_entry();
+  new_entry->version = max_version_;
+  ++max_version_;
+  new_entry->ts = ts;
+  new_entry->row = row;
+  if (row != NULL) whis_len++;
+  // else rhis_len ++;
+  // DTAMVHisEntry ** queue = (row == NULL)?
+  // 	&(readhis) : &(writehis);
+  // DTAMVHisEntry ** tail = (row == NULL)?
+  // 	&(readhistail) : &(writehistail);
+
+  DTAMVHisEntry** queue = &(writehis);
+  DTAMVHisEntry** tail = &(writehistail);
+  DTAMVHisEntry* his = *queue;
+  while (his != NULL && ts < his->ts) {
+    his = his->next;
+  }
+
+  if (his) {
+    LIST_INSERT_BEFORE(his, new_entry, (*queue));
+    // if (his == *queue)
+    //	*queue = new_entry;
+  } else
+    LIST_PUT_TAIL((*queue), (*tail), new_entry);
+  return new_entry->version;
+}
+
+bool Row_dta::conflict(TsType type, ts_t ts) {
+  // find the unique prewrite-read couple (prewrite before read)
+  // if no such couple found, no conflict.
+  // else
+  // 	 if exists writehis between them, NO conflict!!!!
+  // 	 else, CONFLICT!!!
+  ts_t rts;
+  ts_t pts;
+  if (type == R_REQ) {
+    rts = ts;
+    pts = 0;
+    DTAMVReqEntry* req = prereq_mvcc;
+    while (req != NULL) {
+      if (req->ts < ts && req->ts > pts) {
+        pts = req->ts;
+      }
+      req = req->next;
+    }
+    if (pts == 0)  // no such couple exists
+      return false;
+  } else if (type == P_REQ) {
+    rts = 0;
+    pts = ts;
+    // DTAMVHisEntry * his = readhis;
+    // while (his != NULL) {
+    // 	if (his->ts > ts) {
+    // 		rts = his->ts;
+    // 	} else
+    // 		break;
+    // 	his = his->next;
+    // }
+    if (rts == 0)  // no couple exists
+      return false;
+    assert(rts > pts);
+  }
+  DTAMVHisEntry* whis = writehis;
+  while (whis != NULL && whis->ts > pts) {
+    if (whis->ts < rts) return false;
+    whis = whis->next;
+  }
+  return true;
+}
+
+void Row_dta::update_buffer(TxnManager* txn) {
+  DTAMVReqEntry* ready_read = debuffer_req(R_REQ, NULL);
+  DTAMVReqEntry* req = ready_read;
+  DTAMVReqEntry* tofree = NULL;
+
+  while (req != NULL) {
+    // find the version for the request
+    DTAMVHisEntry* whis = writehis;
+    while (whis != NULL && whis->ts > req->ts) whis = whis->next;
+    row_t* row = (whis == NULL) ? _row : whis->row;
+    req->txn->cur_row = row;
+    // insert_history(req->ts, NULL);
+    assert(row->get_data() != NULL);
+    assert(row->get_table() != NULL);
+    assert(row->get_schema() == _row->get_schema());
+
+    req->txn->ts_ready = true;
+    uint64_t timespan = get_sys_clock() - req->starttime;
+    req->txn->txn_stats.cc_block_time += timespan;
+    req->txn->txn_stats.cc_block_time_short += timespan;
+    txn_table.restart_txn(txn->get_thd_id(), req->txn->get_txn_id(), 0);
+    tofree = req;
+    req = req->next;
+    // free ready_read
+    return_req_entry(tofree);
+  }
+}
diff --git a/contrib/deneva/concurrency_control/row_dta.h b/contrib/deneva/concurrency_control/row_dta.h
new file mode 100644
index 00000000..798e605b
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_dta.h
@@ -0,0 +1,94 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#ifndef ROW_DTA_H
+#define ROW_DTA_H
+#include "../storage/row.h"
+class table_t;
+class Catalog;
+class TxnManager;
+
+struct DTAMVReqEntry {
+  TxnManager* txn;
+  ts_t ts;
+  ts_t starttime;
+  DTAMVReqEntry* next;
+};
+
+struct DTAMVHisEntry {
+  ts_t ts;
+  // only for write history. The value needs to be stored.
+  //	char * data;
+  row_t* row;
+  uint64_t version;
+  DTAMVHisEntry* next;
+  DTAMVHisEntry* prev;
+};
+
+class Row_dta {
+ public:
+  void init(row_t* row);
+  RC access(TsType type, TxnManager* txn, row_t* row, uint64_t& version);
+  RC read_and_write(TsType type, TxnManager* txn, row_t* row, uint64_t& version);
+  RC prewrite(TxnManager* txn);
+  RC abort(access_t type, TxnManager* txn);
+  RC commit(access_t type, TxnManager* txn, row_t* data, uint64_t& version);
+  void write(row_t* data);
+
+ private:
+  volatile bool dta_avail;
+  uint64_t max_version_;
+  row_t* _row;
+
+ public:
+  std::set<uint64_t>* uncommitted_reads;
+  // std::set<uint64_t> * uncommitted_writes;
+
+  uint64_t write_trans;
+  uint64_t timestamp_last_read;
+  uint64_t timestamp_last_write;
+
+  // multi-verison part
+ private:
+  pthread_mutex_t* latch;
+  bool blatch;
+
+  DTAMVReqEntry* get_req_entry();
+  void return_req_entry(DTAMVReqEntry* entry);
+  DTAMVHisEntry* get_his_entry();
+  void return_his_entry(DTAMVHisEntry* entry);
+
+  bool conflict(TsType type, ts_t ts);
+  void buffer_req(TsType type, TxnManager* txn);
+  DTAMVReqEntry* debuffer_req(TsType type, TxnManager* txn = NULL);
+  void update_buffer(TxnManager* txn);
+  uint64_t insert_history(ts_t ts, row_t* row);
+
+  row_t* clear_history(TsType type, ts_t ts);
+
+  DTAMVReqEntry* readreq_mvcc;
+  DTAMVReqEntry* prereq_mvcc;
+  // DTAMVHisEntry * readhis;
+  DTAMVHisEntry* writehis;
+  // DTAMVHisEntry * readhistail;
+  DTAMVHisEntry* writehistail;
+  uint64_t whis_len;
+  // uint64_t rhis_len;
+  uint64_t rreq_len;
+  uint64_t preq_len;
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/row_si.cpp b/contrib/deneva/concurrency_control/row_si.cpp
new file mode 100644
index 00000000..ed9d5bca
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_si.cpp
@@ -0,0 +1,51 @@
+#include "row_si.h"
+
+#include "../storage/row.h"
+#include "../system/manager.h"
+#include "../system/mem_alloc.h"
+#include "dli.h"
+inline bool TupleSatisfiesMVCC(const SIEntry& tuple, const ts_t start_ts) {
+  return tuple.commit_ts < start_ts;
+}
+void Row_si::init(row_t* row) {
+  row_ = row;
+  versions_ = new TSNode<SIEntry>(row_, 0, 0);
+  latch_ = (pthread_mutex_t*)mem_allocator.alloc(sizeof(pthread_mutex_t));
+  pthread_mutex_init(latch_, NULL);
+  w_trans = 0;
+  timestamp_last_write = 0;
+}
+RC Row_si::access(TxnManager* txn, TsType type, uint64_t& version) {
+  uint64_t start_time = get_sys_clock();
+  ts_t ts = txn->get_start_timestamp();
+  if (type == R_REQ) {
+    txn->cur_row = row_;
+    version = 0;
+    for (TSNode<SIEntry>* v = versions_.load(); v != nullptr; v = v->next_) {
+      if (v->commit_ts < ts) {
+        txn->cur_row = v->row;
+        version = v->commit_ts;
+        //std::lock_guard<std::mutex> l(v->mutex);
+        //v->r_trans_ts.push_back(ts);
+        break;
+      }
+    }
+  } else
+    assert(false);
+  uint64_t timespan = get_sys_clock() - start_time;
+  txn->txn_stats.cc_time += timespan;
+  txn->txn_stats.cc_time_short += timespan;
+  return RCOK;
+}
+void Row_si::latch() { pthread_mutex_lock(latch_); }
+void Row_si::release() { pthread_mutex_unlock(latch_); }
+
+uint64_t Row_si::write(row_t* data, TxnManager* txn, access_t type) {
+  uint64_t res = 0;
+  if (type == WR) {
+    res = TSNode<SIEntry>::push_front(versions_, data, txn->get_start_timestamp(), txn->get_commit_timestamp())->commit_ts;
+    timestamp_last_write = txn->get_commit_timestamp();
+  }
+  if (w_trans == txn->get_start_timestamp()) w_trans = 0;
+  return res;
+}
diff --git a/contrib/deneva/concurrency_control/row_si.h b/contrib/deneva/concurrency_control/row_si.h
new file mode 100644
index 00000000..ca78ea02
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_si.h
@@ -0,0 +1,53 @@
+#ifndef ROW_SI_H
+#define ROW_SI_H
+#include <atomic>
+#include <unordered_set>
+#include <vector>
+#include <mutex>
+
+#include "../system/txn.h"
+
+class TxnManager;
+struct SIEntry {
+  SIEntry(row_t* const row, const ts_t w_ts, const ts_t commit_ts)
+      : row(row), w_ts(w_ts), commit_ts(commit_ts) {}
+  SIEntry(const SIEntry&) = delete;
+  SIEntry(SIEntry&&) = default;
+  row_t* row;
+  ts_t w_ts;
+  ts_t commit_ts;
+  std::mutex mutex;
+};
+
+template <typename T>
+class TSNode : public T {
+ public:
+  using T::T;
+
+  template <typename ...Args>
+  static TSNode<T>* push_front(std::atomic<TSNode<T>*>& head, Args&&... args) {
+      TSNode<T>* new_head = new TSNode<T>(std::forward<Args>(args)...);
+      new_head->next_ = head.load(std::memory_order_relaxed);
+      while (!head.compare_exchange_weak(new_head->next_, new_head, std::memory_order_release, std::memory_order_relaxed));
+      return new_head;
+  }
+
+  TSNode* next_ = nullptr;
+};
+
+class Row_si {
+ public:
+  void init(row_t* row);
+  RC access(TxnManager* txn, TsType type, uint64_t& version);
+  uint64_t write(row_t* data, TxnManager* txn, access_t type);
+  void latch();
+  void release();
+  std::atomic<uint64_t> w_trans;
+  std::atomic<ts_t> timestamp_last_write;
+
+ private:
+  pthread_mutex_t* latch_;
+  row_t* row_;
+  std::atomic<TSNode<SIEntry>*> versions_;
+};
+#endif

From 063baa12b5a740f808a0ddc2cf15ec03b6f165ee Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 13 Jan 2021 14:05:22 +0800
Subject: [PATCH 005/102] Support generating histories containing ScanOdd
 operation with TraversalHistoryGenerator

---
 src/3ts/backend/history/generator.h    | 163 ++++++++++++++++---------
 src/3ts/backend/history/parse_config.h |   9 ++
 src/3ts/backend/util/generic.h         |  44 ++++---
 3 files changed, 140 insertions(+), 76 deletions(-)

diff --git a/src/3ts/backend/history/generator.h b/src/3ts/backend/history/generator.h
index 0134d562..9e4613a6 100644
--- a/src/3ts/backend/history/generator.h
+++ b/src/3ts/backend/history/generator.h
@@ -99,11 +99,10 @@ class RandomHistoryGenerator : public HistoryGenerator {
       return ((int64_t)rand_id <= cur_max_id) ? rand_id : (++cur_max_id);
     };
     for (uint64_t dml_operation_no = 0; dml_operation_no < dml_operation_num_; ++dml_operation_no) {
-      const Operation::Type dml_type =
-          rand_bool_(gen_) ? Operation::Type::WRITE : Operation::Type::READ;
       const uint64_t trans_id = gen_rand_id(rand_trans_id_, max_trans_id);
       const uint64_t item_id = gen_rand_id(rand_item_id_, max_item_id);
-      dml_acts.emplace_back(dml_type, trans_id, item_id);
+      rand_bool_(gen_) ? dml_acts.emplace_back(Operation::ReadTypeConstant(), trans_id, item_id) :
+                         dml_acts.emplace_back(Operation::WriteTypeConstant(), trans_id, item_id);
     }
     return History(trans_num_, item_num_, dml_acts);
   }
@@ -112,9 +111,9 @@ class RandomHistoryGenerator : public HistoryGenerator {
     std::vector<Operation> dtl_acts;
     uint64_t abort_trans_num;
     for (uint64_t trans_id = 0; trans_id < trans_num_; ++trans_id) {
-      dtl_acts.emplace_back(
-          (with_abort_ && rand_bool_(gen_)) ? Operation::Type::ABORT : Operation::Type::COMMIT,
-          trans_id);
+      with_abort_ && rand_bool_(gen_) ?
+        dtl_acts.emplace_back(Operation::AbortTypeConstant(), trans_id) :
+        dtl_acts.emplace_back(Operation::CommitTypeConstant(), trans_id);
       if (dtl_acts.back().type() == Operation::Type::ABORT) {
         abort_trans_num++;
       }
@@ -149,7 +148,8 @@ class TraversalHistoryGenerator : public HistoryGenerator {
         with_abort_(opt.with_abort),
         tail_tcl_(opt.tail_tcl),
         allow_empty_trans_(opt.allow_empty_trans),
-        dynamic_history_len_(opt.dynamic_history_len) {}
+        dynamic_history_len_(opt.dynamic_history_len),
+        with_scan_(opt.with_scan) {}
 
   void DeliverHistories(const std::function<void(History &&)> &handle) const {
     std::vector<Operation> tmp_operations;
@@ -180,12 +180,12 @@ class TraversalHistoryGenerator : public HistoryGenerator {
 
   void HandleDMLHistory(const std::function<void(History &&)> &handle, const History &dml_history,
                         const uint64_t max_trans_id) const {
-    std::vector<Operation::Type> dtl_operation_types;
+    std::vector<bool> is_commits;
     RecursiveFillTCLHistory(
         [this, &handle, &dml_history](const History &dtl_history) {
           HandleTCLHistory(handle, dml_history, dtl_history);
         },
-        dtl_operation_types, max_trans_id, 0);
+        is_commits, dml_history.trans_num());
   }
 
   bool OnlyOneTrans(const std::vector<Operation> &operations) const {
@@ -197,74 +197,118 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     return true;
   }
 
-  void RecursiveFillDMLHistory(const std::function<void(const History &, const uint64_t)> &handle,
-                               std::vector<Operation> &operations, uint64_t max_trans_id,
-                               uint64_t max_item_id) const {
-    size_t cur = operations.size();
-    if (dynamic_history_len_ || cur == dml_operation_num_) {
-      if (dfs_cnt_ == subtask_num_) {
-        if (max_trans_id == trans_num_ || allow_empty_trans_) {
-          handle(History(max_trans_id, item_num_, operations), max_trans_id);
-        } else {
-          cut_down_++;
-        }
-        dfs_cnt_ -= subtask_num_;
+  void RecursiveFillDMLHistoryOver(const std::function<void(const History&, const uint64_t)> &handle,
+                                   std::vector<Operation> &operations, uint64_t max_trans_id,
+                                   uint64_t max_item_id) const {
+    const auto check_has_operation = [this, &operations](const Operation::Type type) {
+      // check if allow no scan operations
+      for (const Operation operation : operations) {
+        if (operation.type() == type) { return true; }
+      }
+      return false;
+    };
+
+    if (dfs_cnt_ == subtask_num_) {
+      if ((with_scan_ != Options::Intensity::ALL || check_has_operation(Operation::Type::SCAN_ODD)) &&
+          (check_has_operation(Operation::Type::WRITE)) && // cannot all readonly transactions
+          (allow_empty_trans_ || max_trans_id == trans_num_)) {
+        handle(History(max_trans_id, max_item_id, operations), max_trans_id);
+      } else {
+        cut_down_++;
       }
-      ++dfs_cnt_;
+      dfs_cnt_ -= subtask_num_;
     }
-    if (cur != dml_operation_num_) {
-      // Make sure trans id is increment
-      for (uint64_t trans_id = 0; trans_id < std::min(max_trans_id + 1, trans_num_); ++trans_id) {
-        for (uint64_t item_id = 0; item_id < std::min(max_item_id + 1, item_num_); ++item_id) {
-          for (Operation::Type dml_operation_type :
-               {Operation::Type::READ, Operation::Type::WRITE}) {
-            // Continuous read in same transaction is meaningless
-            if (cur > 0 && dml_operation_type == Operation::Type::READ &&
-                dml_operation_type == operations[cur - 1].type() &&
+    ++dfs_cnt_;
+  }
+
+  void RecursiveFillDMLHistoryContinue(const std::function<void(const History&, const uint64_t)> &handle,
+                                       std::vector<Operation> &operations, uint64_t max_trans_id,
+                                       uint64_t max_item_id) const {
+    const size_t cur = operations.size();
+    // Make sure trans id is increment
+    for (uint64_t trans_id = 0; trans_id < std::min(max_trans_id + 1, trans_num_); ++trans_id) {
+      for (uint64_t item_id = 0; item_id < std::min(max_item_id + 1, item_num_); ++item_id) {
+        const auto fill_dml =
+            [this, cur, trans_id, item_id, max_trans_id, max_item_id, &handle, &operations]
+            (auto&& type_constant) {
+          // Continuous same operation is meaningless
+          if (!(cur > 0 && operations[cur - 1].type() == type_constant.value &&
                 trans_id == operations[cur - 1].trans_id() &&
-                item_id == operations[cur - 1].item_id()) {
-              continue;
-            }
-            operations.emplace_back(dml_operation_type, trans_id, item_id);
+                item_id == operations[cur - 1].item_id())) {
+            operations.emplace_back(type_constant, trans_id, item_id);
             RecursiveFillDMLHistory(handle, operations, std::max(trans_id + 1, max_trans_id),
                                     std::max(item_id + 1, max_item_id));
             operations.pop_back();
           }
-        }
+        };
+        fill_dml(Operation::ReadTypeConstant());
+        fill_dml(Operation::WriteTypeConstant());
+      }
+      if (with_scan_ != Options::Intensity::NO &&
+          !(cur > 0 && operations[cur - 1].type() == Operation::Type::SCAN_ODD &&
+            trans_id == operations[cur - 1].trans_id())) {
+        operations.emplace_back(Operation::ScanOddTypeConstant(), trans_id);
+        RecursiveFillDMLHistory(handle, operations, std::max(trans_id + 1, max_trans_id), max_item_id);
+        operations.pop_back();
       }
     }
   }
 
+  // Generate all possible DML histories and pass each history to handle.
+  void RecursiveFillDMLHistory(const std::function<void(const History &, const uint64_t)> &handle,
+                               std::vector<Operation> &operations, uint64_t max_trans_id,
+                               uint64_t max_item_id) const {
+    if (dynamic_history_len_ || operations.size() == dml_operation_num_) {
+      RecursiveFillDMLHistoryOver(handle, operations, max_trans_id, max_item_id);
+    }
+    if (operations.size() != dml_operation_num_) {
+      RecursiveFillDMLHistoryContinue(handle, operations, max_trans_id, max_item_id);
+    }
+  }
+
+  void RecursiveFillTCLHistoryOver(const std::function<void(const History &)> &handle,
+                                   const std::vector<bool> &is_commits) const {
+    std::vector<Operation> dtl_operations;
+    uint64_t abort_trans_num = 0;
+    const uint64_t trans_num = is_commits.size();
+    for (uint64_t trans_id = 0; trans_id < trans_num; ++trans_id) {
+      if (is_commits[trans_id]) {
+        dtl_operations.emplace_back(Operation::CommitTypeConstant(), trans_id);
+      } else {
+        ++ abort_trans_num;
+        dtl_operations.emplace_back(Operation::AbortTypeConstant(), trans_id);
+      }
+    }
+    // traverse all possible transaction commit/abort order
+    do {
+      handle(History(trans_num, 0 /* DTL history has no items */, dtl_operations, abort_trans_num));
+    } while (std::next_permutation(dtl_operations.begin(), dtl_operations.end()));
+  }
+
+  void RecursiveFillTCLHistoryContinue(const std::function<void(const History &)> &handle,
+                                       std::vector<bool> &is_commits, const uint64_t trans_num) const {
+    // traverse all possible transaction commit/abort states
+    for (const bool is_commit : { true, false }) {
+      is_commits.emplace_back(is_commit);
+      RecursiveFillTCLHistory(handle, is_commits, trans_num);
+      is_commits.pop_back();
+    }
+  }
+
+  // Generate all possible TCL histories and pass each history to handle.
   void RecursiveFillTCLHistory(const std::function<void(const History &)> &handle,
-                               std::vector<Operation::Type> &dtl_operation_types,
-                               const uint64_t max_trans_id, uint64_t abort_trans_num) const {
+                               std::vector<bool> &is_commits, const uint64_t trans_num) const {
     if (!with_abort_) {
-      dtl_operation_types.assign(max_trans_id, Operation::Type::COMMIT);
+      is_commits.assign(trans_num, true);
     }
-    if (dtl_operation_types.size() == max_trans_id) {
-      std::vector<uint64_t> trans_order;
-      for (uint64_t trans_id = 0; trans_id < max_trans_id; ++trans_id) {
-        trans_order.push_back(trans_id);
-      }
-      do {
-        std::vector<Operation> dtl_operations;
-        for (uint64_t trans_id : trans_order) {
-          dtl_operations.emplace_back(dtl_operation_types[trans_id], trans_id);
-        }
-        handle(History(max_trans_id, item_num_, dtl_operations, abort_trans_num));
-      } while (std::next_permutation(trans_order.begin(), trans_order.end()));
+    if (is_commits.size() == trans_num) {
+      RecursiveFillTCLHistoryOver(handle, is_commits);
     } else {
-      for (Operation::Type dtl_operation_type : {Operation::Type::COMMIT, Operation::Type::ABORT}) {
-        dtl_operation_types.emplace_back(dtl_operation_type);
-        if (dtl_operation_type == Operation::Type::ABORT) {
-          ++abort_trans_num;
-        }
-        RecursiveFillTCLHistory(handle, dtl_operation_types, max_trans_id, abort_trans_num);
-        dtl_operation_types.pop_back();
-      }
+      RecursiveFillTCLHistoryContinue(handle, is_commits, trans_num);
     }
   }
 
+  // Remix the DML operations and tailing TCL operations.
   void RecursiveMoveForwardTCLOperation(const std::function<void(const History &)> &handle,
                                         History &history, const size_t pos) const {
     if (pos == history.size() || tail_tcl_) {
@@ -294,6 +338,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   const bool tail_tcl_;
   const bool allow_empty_trans_;
   const bool dynamic_history_len_;
+  const Options::Intensity with_scan_;
 };
 uint64_t TraversalHistoryGenerator::cut_down_ = 0;
 }  // namespace ttts
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index f0ecd4bd..d8455165 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -23,6 +23,14 @@
 #include "outputter.h"
 #include "run.h"
 
+ttts::Options::Intensity IntensityParse(const std::string& intensity_string)
+{
+  if (intensity_string == "NO") { return ttts::Options::Intensity::NO; }
+  if (intensity_string == "SOME") { return ttts::Options::Intensity::SOME; }
+  if (intensity_string == "ALL") { return ttts::Options::Intensity::ALL; }
+  throw "Parse Intensity failed: " + intensity_string;
+}
+
 std::shared_ptr<ttts::HistoryGenerator> GeneratorParse(const libconfig::Config &cfg,
                                                        const std::string &name) {
   try {
@@ -40,6 +48,7 @@ std::shared_ptr<ttts::HistoryGenerator> GeneratorParse(const libconfig::Config &
       opt.tail_tcl = s.lookup("tail_tcl");
       opt.dynamic_history_len = s.lookup("dynamic_history_len");
       opt.allow_empty_trans = s.lookup("allow_empty_trans");
+      opt.with_scan = IntensityParse(s.lookup("with_scan"));
       if (name == "TraversalGenerator") {
         opt.subtask_num = s.lookup("subtask_num");
         opt.subtask_id = s.lookup("subtask_id");
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 75f2961a..6fd28788 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -110,19 +110,24 @@ class Operation {
     ABORT = 'A',
     SCAN_ODD = 'S'
   };
+  using ReadTypeConstant = std::integral_constant<Type, Type::READ>;
+  using WriteTypeConstant = std::integral_constant<Type, Type::WRITE>;
+  using CommitTypeConstant = std::integral_constant<Type, Type::COMMIT>;
+  using AbortTypeConstant = std::integral_constant<Type, Type::ABORT>;
+  using ScanOddTypeConstant = std::integral_constant<Type, Type::SCAN_ODD>;
   Operation() : type_(Type::UNKNOWN), trans_id_(0) {}
-  Operation(const Type dtl_type, const uint64_t trans_id) : type_(dtl_type), trans_id_(trans_id) {
-    if (!IsTCL()) {
-      throw std::to_string(static_cast<char>(dtl_type)) + " is not a TCL Operation";
-    }
-  }
-  Operation(const Type dml_type, const uint64_t trans_id, const uint64_t item_id,
-            const std::optional<uint64_t> version = {})
-      : type_(dml_type), trans_id_(trans_id), item_id_(item_id), version_(version) {
-    if (!IsPointDML()) {
-      throw std::to_string(static_cast<char>(dml_type)) + " is not a Point DML Operation";
-    }
-  }
+  Operation(const std::integral_constant<Type, Type::COMMIT> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::ABORT> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::SCAN_ODD> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::READ> dml_type, const uint64_t trans_id,
+            const uint64_t item_id, const std::optional<uint64_t> version = {})
+      : type_(dml_type.value), trans_id_(trans_id), item_id_(item_id), version_(version) {}
+  Operation(const std::integral_constant<Type, Type::WRITE> dml_type, const uint64_t trans_id,
+            const uint64_t item_id, const std::optional<uint64_t> version = {})
+      : type_(dml_type.value), trans_id_(trans_id), item_id_(item_id), version_(version) {}
   Operation& operator=(const Operation& operation) = default;
   virtual ~Operation() {}
 
@@ -253,15 +258,12 @@ class History {
 
   History& operator=(History&& history) = default;
   History operator+(const History& history) const {
-    if (trans_num_ != history.trans_num_ || item_num_ != history.item_num_) {
-      throw "History mismatch";
-    }
     std::vector<Operation> new_operations = operations_;
     for (const auto& operation : history.operations_) {
       new_operations.push_back(operation);
     }
-    return History(trans_num_, item_num_, std::move(new_operations),
-                   abort_trans_num_ + history.abort_trans_num_);
+    return History(std::max(trans_num_, history.trans_num_), std::max(item_num_, history.item_num_),
+        std::move(new_operations), abort_trans_num_ + history.abort_trans_num_);
   }
   std::vector<Operation>& operations() { return operations_; }
   const std::vector<Operation>& operations() const { return operations_; }
@@ -340,6 +342,12 @@ class History {
 };
 
 struct Options {
+  enum class Intensity
+  {
+    NO = 0,   // No histories satisfies the requirement
+    SOME = 1, // Some histories satisfies the requirement
+    ALL = 2,  // All histories satisfies the requirement
+  };
   uint64_t trans_num;
   uint64_t item_num;
 
@@ -351,6 +359,8 @@ struct Options {
   bool tail_tcl;
   bool allow_empty_trans;
   bool dynamic_history_len;
+
+  Intensity with_scan;
 };
 
 }  // namespace ttts

From 64da4d1dd5f378a5d38aeb1a42fb7259284edfc9 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 13 Jan 2021 14:13:03 +0800
Subject: [PATCH 006/102] Update config template for 3TS-DA

---
 config.cfg.template | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/config.cfg.template b/config.cfg.template
index 88d02b27..71c9d34b 100644
--- a/config.cfg.template
+++ b/config.cfg.template
@@ -35,6 +35,7 @@ TraversalGenerator = {
 	subtask_num = 10L; // number of subtasks
 	subtask_id = 0L; // the id of subtask to run
 	with_abort = true; // generate history with Abort operation
+  with_scan = "NO"; // generate history with ScanOdd operation ("NO", "SOME", "ALL")
 	tail_tcl = false; // generate TCL operation only on the tail of history
   allow_empty_trans = false; // transactions generated can be without DML operations
   dynamic_history_len = false; // number of DML operation can be less than <max_dml>
@@ -52,6 +53,7 @@ RandomGenerator = {
 	max_dml = 2L; // max number of DML operations
   history_num = 100L; // number of histories to generate
 	with_abort = true; // generate history with Abort operation
+  with_scan = "NO"; // generate history with ScanOdd operation ("NO", "SOME", "ALL")
 	tail_tcl = true; // generate TCL operation only on the tail of history
   allow_empty_trans = false; // transactions generated can be without DML operations
   dynamic_history_len = false; // number of DML operation can be less than <max_dml>

From 76f7af1956b387ad23f50990fbf843e339541e6f Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 13 Jan 2021 14:52:13 +0800
Subject: [PATCH 007/102] Upload da_schema.txt for Deneva

---
 contrib/deneva/benchmarks/da_schema.txt | 7 +++++++
 1 file changed, 7 insertions(+)
 create mode 100644 contrib/deneva/benchmarks/da_schema.txt

diff --git a/contrib/deneva/benchmarks/da_schema.txt b/contrib/deneva/benchmarks/da_schema.txt
new file mode 100644
index 00000000..2a927093
--- /dev/null
+++ b/contrib/deneva/benchmarks/da_schema.txt
@@ -0,0 +1,7 @@
+//size,type,name
+TABLE=DAtab
+    8,int64_t,id
+    8,int64_t,value
+
+INDEX=DAtab_IDX
+        DAtab,0

From 42b0317ffcc987995b30ef9eaede4323164c10d1 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 15 Jan 2021 21:45:51 +0800
Subject: [PATCH 008/102] Catch Deneva nn::exception with DA workload

---
 contrib/deneva/benchmarks/da_query.cpp  |  1 +
 contrib/deneva/system/client_thread.cpp |  3 +++
 contrib/deneva/transport/transport.cpp  | 24 +++++++++++++++++++-----
 3 files changed, 23 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_query.cpp b/contrib/deneva/benchmarks/da_query.cpp
index f32d52f7..326cc2ce 100644
--- a/contrib/deneva/benchmarks/da_query.cpp
+++ b/contrib/deneva/benchmarks/da_query.cpp
@@ -126,6 +126,7 @@ BaseQuery * DAQueryGenerator::create_query(Workload * h_wl, uint64_t home_partit
   };
 
   creator.DeliverActionSequences(handle);
+  da_gen_qry_queue.push_data(nullptr); // tell consumer no histories anymore
   printf("history thread exit\n");
   fflush(stdout);
   return ret;
diff --git a/contrib/deneva/system/client_thread.cpp b/contrib/deneva/system/client_thread.cpp
index 93c15ea4..1a502eb6 100644
--- a/contrib/deneva/system/client_thread.cpp
+++ b/contrib/deneva/system/client_thread.cpp
@@ -75,6 +75,9 @@ RC ClientThread::run() {
             continue;
     #endif
         m_query = client_query_queue.get_next_query(next_node,_thd_id);
+        if (!m_query) {
+          break; // there are no histories anymore
+        }
         if(last_send_time > 0) {
             INC_STATS(get_thd_id(),cl_send_intv,get_sys_clock() - last_send_time);
         }
diff --git a/contrib/deneva/transport/transport.cpp b/contrib/deneva/transport/transport.cpp
index 8fb9c241..2c0322ad 100644
--- a/contrib/deneva/transport/transport.cpp
+++ b/contrib/deneva/transport/transport.cpp
@@ -254,7 +254,14 @@ void Transport::send_msg(uint64_t send_thread_id, uint64_t dest_node_id, void *
     int rc = -1;
     while (rc < 0 && (!simulation->is_setup_done() ||
                         (simulation->is_setup_done() && !simulation->is_done()))) {
-        rc= socket->sock.send(&buf,NN_MSG,NN_DONTWAIT);
+#if WORKLOAD == DA
+        try {
+#endif
+            rc= socket->sock.send(&buf,NN_MSG,NN_DONTWAIT);
+#if WORKLOAD == DA
+        } catch (const nn::exception&) {
+        }
+#endif
     }
     //nn_freemsg(sbuf);
     DEBUG("%ld Batch of %d bytes sent to node %ld\n",send_thread_id,size,dest_node_id);
@@ -287,22 +294,29 @@ std::vector<Message*> * Transport::recv_msg(uint64_t thd_id) {
     while (bytes <= 0 && (!simulation->is_setup_done() ||
                     (simulation->is_setup_done() && !simulation->is_done()))) {
         Socket * socket = recv_sockets[ctr];
-        bytes = socket->sock.recv(&buf, NN_MSG, NN_DONTWAIT);
+#if WORKLOAD == DA
+        try {
+#endif
+            bytes = socket->sock.recv(&buf, NN_MSG, NN_DONTWAIT);
+#if WORKLOAD == DA
+        } catch (const nn::exception&) {
+        }
+#endif
         //++ctr;
         ctr = (ctr + g_this_rem_thread_cnt);
 
         if (ctr >= recv_sockets.size()) ctr = (thd_id % g_this_rem_thread_cnt) % recv_sockets.size();
         if (ctr == start_ctr) break;
 
-        if(bytes <= 0 && errno != 11) {
+        if (bytes <= 0 && errno != 11) {
             printf("Recv Error %d %s\n",errno,strerror(errno));
             nn::freemsg(buf);
         }
 
         if (bytes > 0) break;
-        }
+    }
 
-        if(bytes <= 0 ) {
+    if (bytes <= 0 ) {
         INC_STATS(thd_id,msg_recv_idle_time, get_sys_clock() - starttime);
         return msgs;
     }

From 4e9607366c7503f25e9d44ea53d6298f06a503f2 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 19 Jan 2021 11:19:45 +0800
Subject: [PATCH 009/102] Exit iothread and close socket when DA workload
 server received all histories

---
 contrib/deneva/config.h                |  2 +-
 contrib/deneva/system/io_thread.cpp    | 34 +++++++++++++++++-----
 contrib/deneva/system/main.cpp         |  3 ++
 contrib/deneva/system/sim_manager.cpp  | 39 ++++++++++++++++++--------
 contrib/deneva/system/sim_manager.h    | 12 +++++++-
 contrib/deneva/transport/transport.cpp | 12 ++++++++
 contrib/deneva/transport/transport.h   |  3 +-
 7 files changed, 83 insertions(+), 22 deletions(-)

diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index dc2e6905..ffde6430 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG OCC
+#define CC_ALG DLI_OCC
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
diff --git a/contrib/deneva/system/io_thread.cpp b/contrib/deneva/system/io_thread.cpp
index 8a839a4e..26ee1de9 100644
--- a/contrib/deneva/system/io_thread.cpp
+++ b/contrib/deneva/system/io_thread.cpp
@@ -33,6 +33,14 @@
 #include "txn.h"
 #include "ycsb.h"
 
+static std::atomic<bool> g_one_io_thread_exit(false);
+
+static void try_close_socket() {
+  if (g_one_io_thread_exit.exchange(true)) {
+    tport_man.destroy();
+  }
+}
+
 void InputThread::setup() {
 
     std::vector<Message*> * msgs;
@@ -86,7 +94,7 @@ RC InputThread::run() {
     } else {
         server_recv_loop();
     }
-
+    try_close_socket();
     return FINISH;
 
 }
@@ -135,7 +143,7 @@ RC InputThread::client_recv_loop() {
 
     }
 
-    printf("FINISH %ld:%ld\n",_node_id,_thd_id);
+    printf("InputThread Client FINISH %ld:%ld\n",_node_id,_thd_id);
     fflush(stdout);
     return FINISH;
 }
@@ -186,7 +194,11 @@ RC InputThread::server_recv_loop() {
     uint64_t starttime;
 
     std::vector<Message*> * msgs;
-    while (!simulation->is_done()) {
+    while (!simulation->is_done()
+#if WORKLOAD == DA
+        && !simulation->da_server_iothread_timeout()
+#endif
+      ) {
         heartbeat();
         starttime = get_sys_clock();
 
@@ -219,13 +231,17 @@ RC InputThread::server_recv_loop() {
             if (fakeprocess(msg))
 #endif
                 work_queue.enqueue(get_thd_id(),msg,false);
+#if WORKLOAD == DA
+            simulation->last_da_recv_query_time = get_sys_clock();
+            simulation->da_has_recved_query = true;
+#endif
             msgs->erase(msgs->begin());
         }
         delete msgs;
         INC_STATS(_thd_id,mtx[29], get_sys_clock() - starttime);
 
     }
-    printf("FINISH %ld:%ld\n",_node_id,_thd_id);
+    printf("InputThread Server FINISH %ld:%ld\n",_node_id,_thd_id);
     fflush(stdout);
     return FINISH;
 }
@@ -244,12 +260,16 @@ RC OutputThread::run() {
     tsetup();
     printf("Running OutputThread %ld\n",_thd_id);
 
-    while (!simulation->is_done()) {
+    while (!simulation->is_done()
+#if WORKLOAD == DA
+        && !simulation->da_server_iothread_timeout()
+#endif
+      ) {
         heartbeat();
         messager->run();
     }
-
-    printf("FINISH %ld:%ld\n",_node_id,_thd_id);
+    try_close_socket();
+    printf("OutputThread FINISH %ld:%ld\n", _node_id, _thd_id);
     fflush(stdout);
     return FINISH;
 }
diff --git a/contrib/deneva/system/main.cpp b/contrib/deneva/system/main.cpp
index 4e987004..4de8ec9a 100644
--- a/contrib/deneva/system/main.cpp
+++ b/contrib/deneva/system/main.cpp
@@ -318,7 +318,10 @@ int main(int argc, char *argv[]) {
     // spawn and run txns again.
     starttime = get_server_clock();
     simulation->run_starttime = starttime;
+#if WORKLOAD == DA
     simulation->last_da_query_time = starttime;
+    simulation->last_da_recv_query_time = starttime;
+#endif
 
     uint64_t id = 0;
     for (uint64_t i = 0; i < wthd_cnt; i++) {
diff --git a/contrib/deneva/system/sim_manager.cpp b/contrib/deneva/system/sim_manager.cpp
index dec75c08..9fd74704 100644
--- a/contrib/deneva/system/sim_manager.cpp
+++ b/contrib/deneva/system/sim_manager.cpp
@@ -33,7 +33,11 @@ void SimManager::init() {
 
 #if TIME_ENABLE
     run_starttime = get_sys_clock();
+#if WORKLOAD == DA
     last_da_query_time = get_sys_clock();
+    last_da_recv_query_time = get_sys_clock();
+    da_has_recved_query = false;
+#endif
 #else
     run_starttime = get_wall_clock();
 #endif
@@ -45,26 +49,33 @@ void SimManager::set_starttime(uint64_t starttime) {
     if(ATOM_CAS(start_set, false, true)) {
         run_starttime = starttime;
         last_da_query_time = starttime;
+        last_da_recv_query_time = starttime;
         last_worker_epoch_time = starttime;
         sim_done = false;
         printf("Starttime set to %ld\n",run_starttime);
     } 
 }
+
+#if WORKLOAD == DA
+bool SimManager::da_timeout_(const uint64_t last_time) {
+    uint64_t now = get_sys_clock();
+    if (now < last_time)
+    {
+        now = last_time;
+    }
+    bool res = ((get_sys_clock() - run_starttime) >= (g_done_timer + g_warmup_timer) / 12) &&
+               ((now - last_time) >= (g_done_timer + g_warmup_timer) / 6);
+    if (res) {
+        printf("SimManager::da_timeout_ success\n");
+    }
+    return res;
+}
+#endif
+
 bool SimManager::timeout() {
 #if TIME_ENABLE
     #if WORKLOAD == DA
-        uint64_t t=last_da_query_time;
-        uint64_t now=get_sys_clock();
-        if(now<t)
-        {
-            now=t;
-        }
-        bool res =  ((get_sys_clock() - run_starttime) >= (g_done_timer + g_warmup_timer)/12)
-        &&((now - t) >= (g_done_timer + g_warmup_timer)/6);
-        if (res) {
-            printf("SimManager::timeout success\n");
-        }
-        return res;
+    return da_timeout_(last_da_query_time);
     #else
     return (get_sys_clock() - run_starttime) >= g_done_timer + g_warmup_timer;
     #endif
@@ -73,6 +84,10 @@ bool SimManager::timeout() {
 #endif
 }
 
+bool SimManager::da_server_iothread_timeout() {
+    return da_has_recved_query && da_timeout_(last_da_recv_query_time);
+}
+
 bool SimManager::is_done() {
     bool done = sim_done || timeout();
     if(done && !sim_done) {
diff --git a/contrib/deneva/system/sim_manager.h b/contrib/deneva/system/sim_manager.h
index 2789dbf9..811702f7 100644
--- a/contrib/deneva/system/sim_manager.h
+++ b/contrib/deneva/system/sim_manager.h
@@ -35,7 +35,6 @@ class SimManager {
     int64_t epoch_txn_cnt;
     uint64_t txn_cnt;
     uint64_t inflight_cnt;
-    uint64_t last_da_query_time;
 
     void init();
     bool is_setup_done();
@@ -56,6 +55,17 @@ class SimManager {
     void inc_epoch_txn_cnt();
     void decr_epoch_txn_cnt();
     double seconds_from_start(uint64_t time);
+
+#if WORKLOAD == DA
+    uint64_t last_da_query_time; // last time client generated a history or server ran a history
+    uint64_t last_da_recv_query_time; // last time server received a history
+    bool da_has_recved_query;
+    bool da_server_iothread_timeout();
+
+private:
+    bool da_timeout_(const uint64_t last_time);
+#endif
+
 };
 
 #endif
diff --git a/contrib/deneva/transport/transport.cpp b/contrib/deneva/transport/transport.cpp
index 2c0322ad..7ee0254d 100644
--- a/contrib/deneva/transport/transport.cpp
+++ b/contrib/deneva/transport/transport.cpp
@@ -240,6 +240,18 @@ void Transport::init() {
     fflush(stdout);
 }
 
+void Transport::destroy() {
+    for (auto& sock : recv_sockets) {
+        delete sock;
+    }
+    recv_sockets.clear();
+    for (auto& sock_pair : send_sockets) {
+        delete sock_pair.second;
+    }
+    send_sockets.clear();
+    printf("Tport Destroy %d: %ld\n",g_node_id,_sock_cnt);
+}
+
 // rename sid to send thread id
 void Transport::send_msg(uint64_t send_thread_id, uint64_t dest_node_id, void * sbuf,int size) {
     uint64_t starttime = get_sys_clock();
diff --git a/contrib/deneva/transport/transport.h b/contrib/deneva/transport/transport.h
index 2fe0c37b..197ac524 100644
--- a/contrib/deneva/transport/transport.h
+++ b/contrib/deneva/transport/transport.h
@@ -38,7 +38,7 @@ Data:    MSG_SIZE - HDR_SIZE bytes
 class Socket {
 public:
     Socket () : sock(AF_SP,NN_PAIR) {}
-    ~Socket () { delete &sock;}
+    ~Socket () {}
     char _pad1[CL_SIZE];
     nn::socket sock;
     char _pad[CL_SIZE - sizeof(nn::socket)];
@@ -49,6 +49,7 @@ class Transport {
     void read_ifconfig(const char * ifaddr_file);
     void init();
     void shutdown();
+    void destroy();
     uint64_t get_socket_count();
     string get_path();
     Socket * get_socket();

From 03eaa21f640de5d9798f87cd91d95992dbb3081f Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 19 Jan 2021 15:09:02 +0800
Subject: [PATCH 010/102] Fix destroy Transport alloc-dealloc-mismatch

---
 contrib/deneva/transport/transport.cpp | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/contrib/deneva/transport/transport.cpp b/contrib/deneva/transport/transport.cpp
index 7ee0254d..b4c2300a 100644
--- a/contrib/deneva/transport/transport.cpp
+++ b/contrib/deneva/transport/transport.cpp
@@ -242,11 +242,13 @@ void Transport::init() {
 
 void Transport::destroy() {
     for (auto& sock : recv_sockets) {
-        delete sock;
+        sock->~Socket();
+        mem_allocator.free(sock, sizeof(Socket));
     }
     recv_sockets.clear();
     for (auto& sock_pair : send_sockets) {
-        delete sock_pair.second;
+        sock_pair.second->~Socket();
+        mem_allocator.free(sock_pair.second, sizeof(Socket));
     }
     send_sockets.clear();
     printf("Tport Destroy %d: %ld\n",g_node_id,_sock_cnt);

From da06b256ef15354f13ecb8639f417dce1e5fc6f0 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 19 Jan 2021 16:23:03 +0800
Subject: [PATCH 011/102] Make last_da_query_time and last_da_recv_query_time
 atomic

---
 contrib/deneva/system/sim_manager.h | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/contrib/deneva/system/sim_manager.h b/contrib/deneva/system/sim_manager.h
index 811702f7..55fbae92 100644
--- a/contrib/deneva/system/sim_manager.h
+++ b/contrib/deneva/system/sim_manager.h
@@ -57,8 +57,8 @@ class SimManager {
     double seconds_from_start(uint64_t time);
 
 #if WORKLOAD == DA
-    uint64_t last_da_query_time; // last time client generated a history or server ran a history
-    uint64_t last_da_recv_query_time; // last time server received a history
+    std::atomic<uint64_t> last_da_query_time; // last time client generated a history or server ran a history
+    std::atomic<uint64_t> last_da_recv_query_time; // last time server received a history
     bool da_has_recved_query;
     bool da_server_iothread_timeout();
 

From 8158f4b7b589a86f03005d827c2944024d6f9f53 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 19 Jan 2021 18:27:30 +0800
Subject: [PATCH 012/102] Fix memory overflow

---
 contrib/deneva/benchmarks/da_wl.cpp     | 4 ++--
 contrib/deneva/system/worker_thread.cpp | 2 ++
 contrib/deneva/transport/message.cpp    | 4 ++--
 3 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_wl.cpp b/contrib/deneva/benchmarks/da_wl.cpp
index 9d979365..8f48229b 100644
--- a/contrib/deneva/benchmarks/da_wl.cpp
+++ b/contrib/deneva/benchmarks/da_wl.cpp
@@ -65,10 +65,10 @@ RC DAWorkload::init_table() {
 void DAWorkload::init_tab_DAtab() {
   row_t *row;
   uint64_t row_id;
-  for (int i = 0; i < ITEM_CNT; i++) {
+  for (int64_t i = 0; i < ITEM_CNT; i++) {
     t_datab->get_new_row(row, 0, row_id);
     row->set_value(ID, i);
-    row->set_value(VALUE, 0);
+    row->set_value(VALUE, (int64_t)0);
     //insert_row(row, _wl->t_datab);
     index_insert(i_datab, i, row, 0);
   }
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 4d9666ca..5c68d0ad 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -876,6 +876,7 @@ RC WorkerNumThread::run() {
     while(!simulation->is_done()) {
         progress_stats();
 
+/* heap-buffer-overflow
         uint64_t wq_size = work_queue.get_wq_cnt();
         uint64_t tx_size = work_queue.get_txn_cnt();
         uint64_t ewq_size = work_queue.get_enwq_cnt();
@@ -897,6 +898,7 @@ RC WorkerNumThread::run() {
 
         INC_STATS(_thd_id,work_queue_etx_cnt[i],etx_size);
         INC_STATS(_thd_id,work_queue_dtx_cnt[i],dtx_size);
+*/
         i++;
         sleep(1);
 
diff --git a/contrib/deneva/transport/message.cpp b/contrib/deneva/transport/message.cpp
index 3c071019..5a74ac47 100644
--- a/contrib/deneva/transport/message.cpp
+++ b/contrib/deneva/transport/message.cpp
@@ -492,7 +492,7 @@ void YCSBClientQueryMessage::copy_from_buf(char * buf) {
     for(uint64_t i = 0 ; i < size;i++) {
         DEBUG_M("YCSBClientQueryMessage::copy ycsb_request alloc\n");
         ycsb_request * req = (ycsb_request*)mem_allocator.alloc(sizeof(ycsb_request));
-        COPY_VAL(*req,buf,ptr);
+        *req = *reinterpret_cast<ycsb_request*>(buf + ptr);
 
         assert(req->key < g_synth_table_size);
         requests.add(req);
@@ -1406,7 +1406,7 @@ void YCSBQueryMessage::copy_from_buf(char * buf) {
     for(uint64_t i = 0 ; i < size;i++) {
         DEBUG_M("YCSBQueryMessage::copy ycsb_request alloc\n");
         ycsb_request * req = (ycsb_request*)mem_allocator.alloc(sizeof(ycsb_request));
-        COPY_VAL(*req,buf,ptr);
+        *req = *reinterpret_cast<ycsb_request*>(buf + ptr);
         ASSERT(req->key < g_synth_table_size);
         requests.add(req);
     }

From 65bd1f29f4b5659f28d54b095f1bcfe12ebb1c10 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 20 Jan 2021 14:59:05 +0800
Subject: [PATCH 013/102] Add validation logical for DLI and DTA algorithm on
 Deneva

---
 contrib/deneva/concurrency_control/dli.cpp | 14 +++---
 contrib/deneva/system/txn.cpp              | 50 +++++++++++++++-------
 contrib/deneva/system/worker_thread.cpp    | 16 ++++++-
 3 files changed, 54 insertions(+), 26 deletions(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 25102268..57dce4d5 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -142,12 +142,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
   if (rc == RCOK) {
     for (auto& i : wset) {
       if (i.first->manager->w_trans != ts) {
-        if (!i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {//先写者获胜？
-        /*compare_exchange_strong：if w_trans' value == expected. Then w_trans' value = ts
-                                    else expect=w_trans' value 
-          #Q: is there means? if P_REQ, row is ok, but its version is 0. Once real write, set version.
-                              So w_trans' value != 0, then abort，提交之后之后就又是0了
-        */
+        if (!i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {
           rc = Abort;
           break;
         }
@@ -157,8 +152,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
 
   if (rc == RCOK && !wset.empty()) {
     for (auto& i : wset) {
-    /*#Q: Why we set all the write version to UINT64_MAX?*/
-      i.second = UINT64_MAX;//我写的版本号是最大的，在提交的时候会给一个真实的版本
+      i.second = UINT64_MAX;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
       row_t* cur_wrow = i.first;
       if (lower <= cur_wrow->manager->timestamp_last_write) {
@@ -167,7 +161,9 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
 #endif
     }
     bool res = false;
-    for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load(); tl != nullptr && tl->start_ts_ > ts; tl = tl->next_) {//cur_trans is active tran table
+    for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load();
+        tl != nullptr && tl->start_ts_ > ts;
+        tl = tl->next_) {//cur_trans is active tran table
       if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
       res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_, lower, upper,
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index bc976fc7..7fcabcc7 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -34,6 +34,8 @@
 #include "focc.h"
 #include "bocc.h"
 #include "row_occ.h"
+#include "dli.h"
+#include "dta.h"
 #include "table.h"
 #include "catalog.h"
 #include "index_btree.h"
@@ -861,6 +863,9 @@ void TxnManager::cleanup(RC rc) {
 #endif
 #if (CC_ALG == WSI) && MODE == NORMAL_MODE
     wsi_man.finish(rc,this);
+#endif
+#if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC_BASE) && MODE == NORMAL_MODE
+    dli_man.finish_trans(rc, this);
 #endif
     ts_t starttime = get_sys_clock();
     uint64_t row_cnt = txn->accesses.get_count();
@@ -1083,32 +1088,47 @@ RC TxnManager::validate() {
 #if MODE != NORMAL_MODE
     return RCOK;
 #endif
-    if (CC_ALG != OCC && CC_ALG != MAAT  &&
-            CC_ALG != SUNDIAL && CC_ALG != BOCC && CC_ALG != FOCC && CC_ALG != WSI &&
-            CC_ALG != SSI && CC_ALG != SILO) {
-        return RCOK;
-    }
     RC rc = RCOK;
     uint64_t starttime = get_sys_clock();
-    if (CC_ALG == OCC && rc == RCOK) rc = occ_man.validate(this);
-    if(CC_ALG == BOCC && rc == RCOK) rc = bocc_man.validate(this);
-    if(CC_ALG == FOCC && rc == RCOK) rc = focc_man.validate(this);
-    if(CC_ALG == SSI && rc == RCOK) rc = ssi_man.validate(this);
-    if(CC_ALG == WSI && rc == RCOK) rc = wsi_man.validate(this);
-    if(CC_ALG == MAAT  && rc == RCOK) {
+    if (CC_ALG == OCC) {
+        rc = occ_man.validate(this);
+    } else if (CC_ALG == BOCC) {
+        rc = bocc_man.validate(this);
+    } else if (CC_ALG == FOCC) {
+        rc = focc_man.validate(this);
+    } else if (CC_ALG == SSI) {
+        rc = ssi_man.validate(this);
+    } else if (CC_ALG == WSI) {
+        rc = wsi_man.validate(this);
+    } else if (CC_ALG == MAAT) {
         rc = maat_man.validate(this);
         // Note: home node must be last to validate
         if(IS_LOCAL(get_txn_id()) && rc == RCOK) {
             rc = maat_man.find_bound(this);
         }
-    }
-    if(CC_ALG == SUNDIAL  && rc == RCOK) {
+    } else if (CC_ALG == SUNDIAL) {
         rc = sundial_man.validate(this);
+    } else if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC ||
+          CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC) {
+        rc = dli_man.validate(this);
+        if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+            rc = dli_man.find_bound(this);
+#else
+            set_commit_timestamp(glob_manager.get_ts(get_thd_id()));
+#endif
+        }
+    } else if (CC_ALG == DTA) {
+        rc = dta_man.validate(this);
+        // Note: home node must be last to validate
+        if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
+            rc = dta_man.find_bound(this);
+        }
     }
 #if CC_ALG == SILO
-    if(CC_ALG == SILO && rc == RCOK) {
+    else if (CC_ALG == SILO) {
         rc = validate_silo();
-        if(IS_LOCAL(get_txn_id()) && rc == RCOK) {
+        if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
             _cur_tid ++;
             commit_timestamp = _cur_tid;
             DEBUG("Validate success: %ld, cts: %ld \n", get_txn_id(), commit_timestamp);
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 5c68d0ad..84c36204 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -733,7 +733,9 @@ RC WorkerThread::process_rtxn(Message * msg) {
 #if CC_ALG == WSI || CC_ALG == SSI
     txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_start_timestamp());
 #endif
-#if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI
+#if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI ||\
+    CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA ||\
+    CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     #if WORKLOAD==DA
     if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
     {
@@ -763,7 +765,17 @@ RC WorkerThread::process_rtxn(Message * msg) {
     assert(time_table.get_state(get_thd_id(),txn_man->get_txn_id()) == MAAT_RUNNING);
     #endif
 #endif
-
+#if CC_ALG == DTA
+    txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_timestamp());
+    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
+    // assert(dta_time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
+    assert(dta_time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
+    assert(dta_time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == DTA_RUNNING);
+#endif
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_start_timestamp());
+    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
+#endif
     rc = init_phase();
     if (rc != RCOK) return rc;
 

From 54821988e8cba7aa4703c0fdf853dfff8b9cc7aa Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 20 Jan 2021 15:12:30 +0800
Subject: [PATCH 014/102] Fix arithmetic exception when init DtaTimeTable

---
 contrib/deneva/concurrency_control/dta.cpp | 1 +
 contrib/deneva/system/worker_thread.cpp    | 2 ++
 2 files changed, 3 insertions(+)

diff --git a/contrib/deneva/concurrency_control/dta.cpp b/contrib/deneva/concurrency_control/dta.cpp
index 27ad2a13..52466833 100644
--- a/contrib/deneva/concurrency_control/dta.cpp
+++ b/contrib/deneva/concurrency_control/dta.cpp
@@ -250,6 +250,7 @@ DtaTimeTableEntry* DtaTimeTable::find(uint64_t key) {
 }
 
 void DtaTimeTable::init(uint64_t thd_id, uint64_t key, uint64_t ts) {
+  init();
   uint64_t idx = hash(key);
   uint64_t mtx_wait_starttime = get_sys_clock();
   pthread_mutex_lock(&table[idx].mtx);
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 84c36204..52f04805 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -46,6 +46,8 @@
 #include "ssi.h"
 #include "focc.h"
 #include "bocc.h"
+#include "dli.h"
+#include "dta.h"
 
 void WorkerThread::setup() {
     if( get_thd_id() == 0) {

From 296af31686243958ff0bfcb4358e426fee84ecd3 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 20 Jan 2021 17:17:36 +0800
Subject: [PATCH 015/102] Go through all validated txn with DLI algorithm in
 Deneva

---
 contrib/deneva/concurrency_control/dli.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 57dce4d5..220c2cd5 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -162,7 +162,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
     }
     bool res = false;
     for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load();
-        tl != nullptr && tl->start_ts_ > ts;
+        tl != nullptr; //&& tl->start_ts_ > ts;
         tl = tl->next_) {//cur_trans is active tran table
       if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3

From 485a28aac62b993a1efa7e506f1d65370a3e1deb Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 21 Jan 2021 21:18:19 +0800
Subject: [PATCH 016/102] Remove AbortThread when DA workload on Deneva

---
 contrib/deneva/system/main.cpp   | 2 +-
 contrib/deneva/system/parser.cpp | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/system/main.cpp b/contrib/deneva/system/main.cpp
index 4de8ec9a..e7ee1a0a 100644
--- a/contrib/deneva/system/main.cpp
+++ b/contrib/deneva/system/main.cpp
@@ -351,7 +351,7 @@ int main(int argc, char *argv[]) {
     pthread_create(&p_thds[id++], NULL, run_thread, (void *)&log_thds[0]);
 #endif
 
-#if CC_ALG != CALVIN
+#if CC_ALG != CALVIN && WORKLOAD != DA
     abort_thds[0].init(id,g_node_id,m_wl);
     pthread_create(&p_thds[id++], NULL, run_thread, (void *)&abort_thds[0]);
 #endif
diff --git a/contrib/deneva/system/parser.cpp b/contrib/deneva/system/parser.cpp
index e7833e0a..6ab49516 100644
--- a/contrib/deneva/system/parser.cpp
+++ b/contrib/deneva/system/parser.cpp
@@ -188,6 +188,10 @@ void parser(int argc, char * argv[]) {
     // Remove abort thread
     g_abort_thread_cnt = 0;
     g_total_thread_cnt -= 1;
+#endif
+#if WORKLOAD == DA
+    g_total_thread_cnt -= 1;
+    g_abort_thread_cnt = 0;
 #endif
     g_total_client_thread_cnt =
         g_client_thread_cnt + g_client_rem_thread_cnt + g_client_send_thread_cnt;

From 49adba8a906e09c3e0b745e95bba6da97f824fe9 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 22 Jan 2021 10:05:45 +0800
Subject: [PATCH 017/102] Fix used variable when SET_AFFINITY is false

---
 contrib/deneva/client/client_main.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/client/client_main.cpp b/contrib/deneva/client/client_main.cpp
index 75a2da50..719b9d99 100644
--- a/contrib/deneva/client/client_main.cpp
+++ b/contrib/deneva/client/client_main.cpp
@@ -158,8 +158,8 @@ int main(int argc, char *argv[]) {
     warmup_done = true;
     pthread_barrier_init( &warmup_bar, NULL, all_thd_cnt);
 
-    uint64_t cpu_cnt = 0;
 #if SET_AFFINITY
+    uint64_t cpu_cnt = 0;
     cpu_set_t cpus;
 #endif
     // spawn and run txns again.

From 62aadad642034c553bb44d800c74f71a955df9cf Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 22 Jan 2021 16:44:18 +0800
Subject: [PATCH 018/102] Fix DA workload OutputThread not exit

---
 contrib/deneva/transport/transport.cpp | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/transport/transport.cpp b/contrib/deneva/transport/transport.cpp
index b4c2300a..2eaf6040 100644
--- a/contrib/deneva/transport/transport.cpp
+++ b/contrib/deneva/transport/transport.cpp
@@ -267,7 +267,11 @@ void Transport::send_msg(uint64_t send_thread_id, uint64_t dest_node_id, void *
 
     int rc = -1;
     while (rc < 0 && (!simulation->is_setup_done() ||
-                        (simulation->is_setup_done() && !simulation->is_done()))) {
+                      (simulation->is_setup_done() && !simulation->is_done()
+#if WORKLOAD == DA
+                                                   && !simulation->da_server_iothread_timeout()
+#endif
+                       ))) {
 #if WORKLOAD == DA
         try {
 #endif

From 8e5d3641564ee7d2ede6facd1fae58ad0cb90996 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 22 Jan 2021 18:22:55 +0800
Subject: [PATCH 019/102] Improve DA Workload performance by recorrect the
 index name

If the index name mismatches, Deneva will create the table index buckets with a huge number 16777216 (defined by SYNTH_TABLE_SIZE). When each history is tested over, it takes long time to delete all index's bucket which causes DA workload perform low.
---
 contrib/deneva/benchmarks/da_schema.txt | 2 +-
 contrib/deneva/system/wl.cpp            | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_schema.txt b/contrib/deneva/benchmarks/da_schema.txt
index 2a927093..eba94812 100644
--- a/contrib/deneva/benchmarks/da_schema.txt
+++ b/contrib/deneva/benchmarks/da_schema.txt
@@ -4,4 +4,4 @@ TABLE=DAtab
     8,int64_t,value
 
 INDEX=DAtab_IDX
-        DAtab,0
+DAtab,0
diff --git a/contrib/deneva/system/wl.cpp b/contrib/deneva/system/wl.cpp
index f326e46c..40328e27 100644
--- a/contrib/deneva/system/wl.cpp
+++ b/contrib/deneva/system/wl.cpp
@@ -130,7 +130,7 @@ RC Workload::init_schema(const char * schema_file) {
                 table_size = MAX_PPS_SUPPLIER_KEY;
             }
 #elif WORKLOAD == DA
-            if (!tname.compare(1, 5, "DAtab")) {
+            if (!tname.compare(0, 5, "DAtab")) {
                 table_size = MAX_DA_TABLE_SIZE;
             }
 #else

From 98e5e17ab3906bb2b6181ee78f8836c887df6ae6 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 25 Jan 2021 17:34:44 +0800
Subject: [PATCH 020/102] Set thread count 1 when using DA workload

---
 contrib/deneva/system/parser.cpp | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/system/parser.cpp b/contrib/deneva/system/parser.cpp
index 6ab49516..b1142ba4 100644
--- a/contrib/deneva/system/parser.cpp
+++ b/contrib/deneva/system/parser.cpp
@@ -179,6 +179,13 @@ void parser(int argc, char * argv[]) {
             assert(false);
         }
     }
+
+#if WORKLOAD == DA
+    g_thread_cnt = 1; // worker thread
+    g_rem_thread_cnt = 1; // input thread
+    g_send_thread_cnt = 1; // output thread
+    g_abort_thread_cnt = 0; // abort thread
+#endif
     g_total_thread_cnt = g_thread_cnt + g_rem_thread_cnt + g_send_thread_cnt + g_abort_thread_cnt + 1;
 #if LOGGING
     g_total_thread_cnt += g_logger_thread_cnt; // logger thread
@@ -188,10 +195,6 @@ void parser(int argc, char * argv[]) {
     // Remove abort thread
     g_abort_thread_cnt = 0;
     g_total_thread_cnt -= 1;
-#endif
-#if WORKLOAD == DA
-    g_total_thread_cnt -= 1;
-    g_abort_thread_cnt = 0;
 #endif
     g_total_client_thread_cnt =
         g_client_thread_cnt + g_client_rem_thread_cnt + g_client_send_thread_cnt;

From cfda37f9bbef7d6917c746325e51d42e0421db72 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 25 Jan 2021 17:35:51 +0800
Subject: [PATCH 021/102] Fix DLI_OCC compare transactions for long time

---
 contrib/deneva/concurrency_control/dli.cpp |  2 +-
 contrib/deneva/system/txn.cpp              | 10 +++++++---
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 220c2cd5..57dce4d5 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -162,7 +162,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
     }
     bool res = false;
     for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load();
-        tl != nullptr; //&& tl->start_ts_ > ts;
+        tl != nullptr && tl->start_ts_ > ts;
         tl = tl->next_) {//cur_trans is active tran table
       if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 7fcabcc7..2c926c6b 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -295,8 +295,8 @@ void Transaction::release_accesses(uint64_t thd_id) {
 void Transaction::release_inserts(uint64_t thd_id) {
     for(uint64_t i = 0; i < insert_rows.size(); i++) {
         row_t * row = insert_rows[i];
-#if CC_ALG != MAAT && CC_ALG != OCC && \
-        CC_ALG != SUNDIAL && CC_ALG != BOCC && CC_ALG != FOCC
+#if CC_ALG != MAAT && CC_ALG != OCC && CC_ALG != SUNDIAL && CC_ALG != BOCC && CC_ALG != FOCC
+// TODO: does DLI need free row->manager?
         DEBUG_M("TxnManager::cleanup row->manager free\n");
         mem_allocator.free(row->manager, 0);
 #endif
@@ -566,7 +566,7 @@ RC TxnManager::start_commit() {
                 send_prepare_messages();
                 rc = WAIT_REM;
             }
-        } else if (!query->readonly() || CC_ALG == OCC || CC_ALG == MAAT || CC_ALG == SILO || CC_ALG == BOCC || CC_ALG == SSI) {
+        } else if (!query->readonly() || CC_ALG == OCC || CC_ALG == MAAT || CC_ALG == SILO || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == DLI_BASE || CC_ALG == DLI_OCC) {
             // send prepare messages
 #if CC_ALG == FOCC
             rc = focc_man.start_critical_section(this);
@@ -886,6 +886,10 @@ void TxnManager::cleanup(RC rc) {
     }
 #endif
 
+#if CC_ALG == DTA
+    dta_man.finish(rc, this);
+#endif
+
     if (rc == Abort) {
         txn->release_inserts(get_thd_id());
         txn->insert_rows.clear();

From 6214c15a88979dca274eaf07588ed0c70fcc132f Mon Sep 17 00:00:00 2001
From: charleyzhao <charleyzhao@tencent.com>
Date: Mon, 25 Jan 2021 10:21:05 +0800
Subject: [PATCH 022/102] Upload English introductions about 3TS

---
 ...action Processing Framework--Part I--V3.md | 246 +++++++++++++++++
 ...ction Processing Framework--Part II--V3.md | 250 ++++++++++++++++++
 doc/images/3ts_desc_image/figure1_1.png       | Bin 0 -> 45900 bytes
 doc/images/3ts_desc_image/figure1_2.png       | Bin 0 -> 64425 bytes
 doc/images/3ts_desc_image/figure1_3.png       | Bin 0 -> 480166 bytes
 doc/images/3ts_desc_image/figure1_4.png       | Bin 0 -> 26491 bytes
 doc/images/3ts_desc_image/figure1_5.png       | Bin 0 -> 55993 bytes
 doc/images/3ts_desc_image/figure1_6.png       | Bin 0 -> 33206 bytes
 doc/images/3ts_desc_image/figure1_7.png       | Bin 0 -> 406073 bytes
 doc/images/3ts_desc_image/figure1_8.png       | Bin 0 -> 21587 bytes
 doc/images/3ts_desc_image/figure2_1.png       | Bin 0 -> 26518 bytes
 11 files changed, 496 insertions(+)
 create mode 100644 doc/en/3TS Distributed Transaction Processing Framework--Part I--V3.md
 create mode 100644 doc/en/3TS Distributed Transaction Processing Framework--Part II--V3.md
 create mode 100644 doc/images/3ts_desc_image/figure1_1.png
 create mode 100644 doc/images/3ts_desc_image/figure1_2.png
 create mode 100644 doc/images/3ts_desc_image/figure1_3.png
 create mode 100644 doc/images/3ts_desc_image/figure1_4.png
 create mode 100644 doc/images/3ts_desc_image/figure1_5.png
 create mode 100644 doc/images/3ts_desc_image/figure1_6.png
 create mode 100644 doc/images/3ts_desc_image/figure1_7.png
 create mode 100644 doc/images/3ts_desc_image/figure1_8.png
 create mode 100644 doc/images/3ts_desc_image/figure2_1.png

diff --git a/doc/en/3TS Distributed Transaction Processing Framework--Part I--V3.md b/doc/en/3TS Distributed Transaction Processing Framework--Part I--V3.md
new file mode 100644
index 00000000..be43c91a
--- /dev/null
+++ b/doc/en/3TS Distributed Transaction Processing Framework--Part I--V3.md	
@@ -0,0 +1,246 @@
+![logo](../../assets/logo.png)
+
+# 3TS Tencent Transaction Processing Testbed System(Part I)		
+
+###### Author: Haixiang Li, Translator: Jingyao Li
+
+​     Tencent Transaction Processing Testbed System (3TS) is a **database transaction processing-oriented testbed system** jointly developed by the TDSQL team of Tencent and the Key Laboratory of Data Engineering and Knowledge Engineering of Renmin University of China. The system aims to facilitate users’ quickly building of a new concurrency control algorithm through designing and building a unified framework for transaction processing(including distributed transactions), and through the accessible API provided by the framework. By using the testbed provided by the system, it is convenient for users to impartially compare the performance of mainstream concurrency control algorithms in the same test environment, and select an optimal concurrency control algorithm according to the needs of specific application scenarios. By far, the verification system has integrated 13 different kinds of mainstream concurrent control algorithms and common benchmarks such as TPC-C, Sysbench and YCSB. In addition, 3TS further provides a consistency level benchmark to determine the level of consistency and compare result of performance test in face of the difficult system selection problem created by the rapid development of distributed database system nowadays. 
+
+​     3TS system aims at exploring the theories and implementation technologies related to database transaction processing in depth, with core concepts as **openness, deepness and evolution**. Openness is to share knowledge and technology while insisting on open source coding. Deepness requires incisive study of the fundamental problem in transaction processing technology with a spirit of systematic lucubration. Evolution stands for endless pursuit and constant explore along the long way of ascetic practices. 
+
+## 1. 3TS Overall Description
+
+​     As a framework of transaction processing technology, 3TS is committed to exploring essential issues including:
+
+1. How many kinds of data anomalies exist? How to establish systematic research method of data anomalies?
+2. Why exist different kinds of concurrent access control algorithms? Among them, is there any essential correlation?
+3. After the transactional database changes from single-machine to distributed, which aspects will be affected?(availability? Reliability? Security? Consistency? Scalability? Function? Performance? Architecture? . . . )
+4. What new technologies will affect and how will they affect distributed transactional database systems?
+5. How should the evaluation system of distributed transactional database system be established?
+
+​     For each of above research problems, corresponding subsystems exist at code level. Such as 3TS-DA subsystem and 3TS-Deneva subsystem open sourced earlier.
+
+## 2. 3TS-DA, Data Anomaly Subsystem
+
+​     3TS-DA Data anomaly subsystem, located in path src/3ts/da, has a project architecture as follows:
+
+![figure1_2](../images/3ts_desc_image/figure1_2.png)
+
+1. History Creator: responsible for generating history and exporting it to the algorithm for verification.
+2. CCA Group: CCA(Concurrent access control algorithm) can perform anomaly detection on incoming history and return anomaly detection results. 
+3. Outputter: export anomaly detection results of current history obtained by different CCA to the output file. 
+
+**Current functions of the 3TS-DA subsystem:**
+
+1. **Test data generation:** support three generation modes of history, including traversal generation, random generation and reading from text. 
+2. **Algorithm addition:** provides a unified algorithm interface, which can easily add new concurrent algorithms. At the same time, the framework itself has a variety of built-in algorithms, including: **Serializable, Conflict-serializable, SSI, WSI, BOCC, FOCC, etc.**
+3. **Test indicators:** the framework provides a variety of test indicators, including: algorithm rollback rate, true rollback rate, fake rollback rate, execution time, etc. 
+4. **Anomaly extension:** The framework implements data anomaly extension algorithm, which can generate unlimited data anomaly histories for the test of the algorithm. 
+
+## 3. 3TS-Deneva, Concurrent Algorithm Framework
+
+​     Devena[1] is a evaluation framework of distributed in-memory database concurrent access control algorithm open sourced by MIT, the original project can be found at https://github.com/mitdbg/deneva. It can study the performance characteristics of concurrency control protocol in a controlled environment. Mainstream algorithms such as **Maat, OCC, TO, Locking(No Wait, WaitDie), Calvin** are provided in this framework. 3TS-Deneva is Tencent's improvement on the original Deneva system, including improvement in multiple aspects. At the algorithm level, more concurrent access control algorithms are added, including: **Serializable, Conflict-serializable, SSI, WSI, BOCC, FOCC, Sundial, Silo, etc.** 
+
+###  3.1 Infrastructure
+
+​     Devena uses a custom engine and some other settings to deploy and implement different concurrency control protocols on the platform, so as to make an assessment as fair as possible. The architecture of the system, as shown in Figure 1, mainly includes two modules:
+
+1. Client instance, which acts as the initiator of the transaction. Each thread in the client is responsible for initiating the transaction request, puts the initiated transaction request into the MsgQueue, and sends it to the server in sequence for specific execution. The client and server instances exhibit fully connected topology, and are generally deployed on different machines. 
+
+2. Server instance, which performs various operations in the transaction. Data stored in different server instances is indexed using consistent hash, so as to form a global partition mapping table between server IP and stored data. By ensuring non-modifiability of partition mapping during test period, availability of this mapping table to all nodes is guaranteed. The communication between client and server, server and server instances use TCP/IP protocol. Each server instance can be internally subdivided into four modules: 
+
+   1. Input message queue, which stores messages sent by clients/other servers temporarily. 
+   2. Execution engine, which allocates multiple worker threads to parse and execute messages in the message queue, using a resource scheduling method of binding one thread with one core.
+   3. Concurrency control module. While a worker thread is executing transactions operations, it shall maintain information required by specific concurrency control protocol as well as conform to the procedure stipulated by the protocol, so as to guarantee the effectiveness of the specified concurrency control protocol. 
+   4. Data storage module, which is responsible for managing the data in this instance and keeping data in memory. 
+
+   ![figure1_3](../images/3ts_desc_image/figure1_3.png)
+
+​     In 3TS, Deneva is improved, with the improved code located in path contrib/deneva and its internal project architecture as follows:
+
+![figure1_4](../images/3ts_desc_image/figure1_4.png)
+
+- Deneva has two types of node: server and client.  
+
+- Client generate workload query and send it to server, while server executes the workload query received from client in coordination. 
+
+- Modules shared by client and server:
+
+  ◼ MsgQueue: message queue, store the *msg* to send. 
+
+  ◼ MsgThread: message sending thread, take and send *msg* from MsgQueue in loop. 
+
+  ◼ InputThread: message receiving thread, receive *msg* from server/client. 
+
+- Exclusive module owned by client:
+
+  ◼ ClientQueryQueue: query queue in client, store query lists generated before test begin. 
+
+  ◼ ClientThread: take out *msg* from ClientQueryQueue in loop, and send it to server by MsgThread and MsgQueue. 
+
+- Exclusive module owned by server:
+
+  ◼ WorkQueue: message queue to be processed in server, stores *msg* received by InputThread. 
+
+  ◼ WorkThread: execution thread in server, take *msg* from WorkQueue and process. Generate return *msg* after execution, which will be send by MsgThread and MsgQueue as well. 
+
+### 3.2 Transaction execution procedure
+
+​     In Deneva, as shown in Figure 3, the execution procedure of a transaction can be described as:
+
+1. Client initiates a transaction request composed of multiple operations, and put it in the ClientQueryQueue. ClientThread take out the transaction request from the queue and store it in the MsgQueue. Afterwards, one transaction request is taken out from the MsgQueue, encapsulated as a request and sent to its coordination server by the MsgThread, in which the coordinator is usually chosen as the server with the first visited data. 
+2. Server first parses a request after its arriving, and put it in the WorkQueue with all of its operations as one element. New transactions received from client as well as remote pending transactions which have already started exist in the WorkQueue, with the latter has higher priority than the former. The threads in the worker thread pool poll the work queue and process the operations in the transaction. When a worker thread processes the operation of current transaction, it first initializes the transaction, then executes read and write operations in sequence, and finally commits or rolls back. 
+   1. In the process of executing a transaction, there are two situations that will cause the transaction to wait. One is to wait for the release of the exclusive lock on a resource; The second is the need to access data in the remote server. When a WAIT is required for remote access to data in another server, the remote server will return a WAIT instruction to the current coordinator node. The coordinator node will temporarily store the WAIT state of the current transaction and schedule the current worker thread to execute other transactions, thus avoiding worker thread blocking. When a waiting transaction is ready to continue, based on a priority scheduling policy implemented by the work queue, it will be continued by the first available worker thread. 
+   2. Additional operations required by the concurrency control protocol will be embedded in the transaction execution process, including read and write operations, validation operations, commit/rollback operations, etc. 
+3. After the coordination node completes the operation of a certain transaction, it will put the transaction execution result into the MsgQueue, and then the MsgThread will inform the client of the execution result of current transaction. 
+
+![figure1_5](../images/3ts_desc_image/figure1_5.png)
+
+## 4. Distributed Transaction Overview
+
+​     Reference [15] identifies distributed transaction as:
+
+![figure1_6](../images/3ts_desc_image/figure1_6.png)
+
+​     Distributed transactions base on distributed system to realize the semantic requirements of transaction processing, that is, they must also satisfy ACID characteristics on the distributed system. Therefore, distributed transaction processing of distributed database should also follow the transaction-related theory of stand-alone database system to ensure that each transaction meets the requirements of ACID. Distributed concurrent access control technology is adopted to deal with data anomalies in distributed system and realize distributed transaction’s ACID characteristics. 
+
+​     Basic technology of distributed transaction processing mechanism, is build upon transaction processing mechanism in stand-alone database system. However, there are also some differences, such as how to deal with distributed data anomalies, how to achieve serializability in distributed architecture, how to achieve across-nodes atomic commit, how to shorten transaction response in the presence of network partition or high latency, etc. 
+
+​     Serving as a distributed environment, all these will be implemented and verified in 3TS framework. 
+
+## 5. Concurrent Access Control Algorithms Provided By 3TS
+
+​     By far, 3TS has integrated 13 different kinds of concurrent access control algorithms, mainly including the following:
+
+1. Two-phase locking protocol（2PL: No-Wait, Wait-Die） 
+2. Timestamp Ordering Protocol（T/O） 
+3. Multi-Version Concurrency Control Protocol（MVCC） 
+4. Optimistic Concurrency Control Protocol（OCC、FOCC、BOCC）
+5. Optimized Optimistic Concurrency Control Protocol（MaaT、Sundial、Silo） 
+6. Deterministic Concurrency Control Protocol（Calvin） 
+7. Concurrency control protocol based on snapshot isolation（SSI、WSI）
+
+​     These concurrency control protocols are briefly described below: 
+
+### 5.1 Two-phase locking protocol（2PL）
+
+​     Two-phase Locking protocol（2PL）is the most widely used concurrency control protocol at present. 2PL synchronizes conflicting operations between transactions by acquiring shared locks or exclusive locks when executing read or write operations. According to Bernstein and Goodman [2], 2PL has the following two rules for acquiring locks: 1) No conflicting locks can exist on the same data item at the same time; 2) After a transaction has firstly released a lock, it cannot acquire any locks afterwards. The second rule separates the locking phase of a transaction as two phase: growing phase and shrinking phase. During the growing phase, a transaction acquires locks for all records it needs to access. A shared lock is acquired by a read operation while a write operation acquires a mutex lock. While shared locks do not conflict with each other, conflict exists between mutex and shared locks or multiple mutex locks. Once the transaction releases either of the locks, it will enter the second phase known as shrinking phase in 2PL. After entering into shrinking phase, no new lock is allowed to be acquired for this transaction. 
+
+​     3TS implements the Strict 2PL protocol that does not release locks until the transaction commits or aborts. Depending on how to avoid deadlock, there are two implementations of 2PL in 3TS: 2PL (no-wait) and 2PL (wait-die). The implementations of these two protocols follow the descriptions in [2, 3].
+
+#### 5.1.1 2PL（No-Wait） 
+
+​     2PL(No-Wait) protocol states that when a lock conflict occurs when a transaction tries to lock, the transaction that is currently requesting the lock shall rollback. Any locks held by the rollback transaction will be released, allowing other transactions to acquire the lock. The No_Wait mechanism avoids deadlocks by preventing ring among wait transaction. However, not every lock conflict results in deadlock, therefore the rollback rate can be comparatively high. 
+
+#### 5.1.2 2PL（Wait-Die）
+
+​     Rosenkrantz[3] proposed 2PL(Wait-Die), prioritize transactions by their corresponding start timestamp, so as to ensure lock wait order is consistent with the timestamp order. As long as the transaction timestamp is smaller(older) than any transaction currently holding the lock, the current transaction waits. Otherwise, the current transaction needs to rollback. For any two conflicting transactions *Ti* and *Tj*, the protocol relays on the timestamp priority to decide whether *Ti* should wait for *Tj*. **If *Ti* has a lower priority (smaller timestamp), then *Ti* needs to wait, otherwise *Ti* should rollback. Therefore, no loop in the lock wait graph can exist, thus deadlock can be prevented.** 2PL(Wait-Die) is a combination of TO and locking technology. 
+
+​     However, distributed transaction processing mechanisms based on the principles of 2PL either avoid deadlocks (high rollback rate) or need to solve the problem of deadlocks(resource and communication deadlocks). The cost of resolving deadlocks in a distributed system will be very high (the cost of resolving deadlocks on a single-machine system is already high, and modern database systems based on multi-process or multi-threaded architectures may cause the system to almost stop service. In MySQL version 5. 6 and 5. 7, the same data item is updated concurrently, and the deadlock detection operation may cause the system to almost stop service). 
+
+​     Not only deadlock detection consumes huge resources, but also the disadvantages of the lock mechanism itself have been criticized. Reference [5] believes that the disadvantages of the locking mechanism are as follows (a clear understanding of these disadvantages prompted the author of reference [5] to design OCC, that is, Optimistic Concurrency Control):
+
+1. **The locking mechanism is expensive:** In order to ensure serializability, for read-only transactions that comply with the integrity constraints of the database, read locks needs to be added by the locking protocol to exclude potential concurrent write operations and prevent others from modifying. For locking protocol with possible deadlocks, overhead caused by mechanisms such as deadlock prevention/deadlock detection also needs to be endured. 
+2. **The locking mechanism is complex:** In order to avoid deadlocks, various complex locking protocols need to be customized (such as when to lock, when to release lock, how to guarantee strictness, etc. ). 
+3. **Reduce the concurrent throughput of the system:**
+   1. If a transaction waiting for I/O operation holds locks, the overall concurrent throughput of the system will be greatly reduced. 
+   2. Locks must be held by the transaction until the end of transaction rollback, which will also reduce the overall concurrent throughput of the system. 
+
+​     In addition, the use of the lock mechanism for mutually exclusion operations will cause time-consuming kernel-mode operations for the operating system and make the lock mechanism inefficient. This means that the 2PL technology with transaction processing semantics based on the lock mechanism of the operating system is even more unusable (nevertheless, there are also some technologies that are constantly improving the concurrent access control algorithm based on locking protocol). 
+
+### 5.2 Timestamp ordering protocol（T/O） 
+
+​     Timestamp Ordering(T/O) protocol allocates a timestamp at the beginning of a transaction, and sorts the transactions in the order of the timestamp[2]. When the execution of an operation violates the order that has been specified between transactions, corresponding transaction to current operation will rollback or enter a waiting state. 
+
+​     The implementation of the T/O algorithm in 3TS follows the description in Section 4.1 in [2]. You can refer to this document for more details. The following figure shows the implementation of a basic T/O algorithm. 
+
+![figure1_7](../images/3ts_desc_image/figure1_7.png)
+
+### 5.3 Multi-version concurrency control protocol（MVCC）
+
+​     Multi-Version Concurrency Control(MVCC) is a concurrent access control technology commonly used in current database management systems. It was first proposed by David Patrick Reed [4] in 1978. The main idea is to expand a logical data item into multiple physical versions, and transaction’s operation on data item is converted to operation on physical versions, thereby improving the concurrency rate of transaction processing, as well as providing the ability to read and write without blocking each other. 
+
+​     The MVCC technology was firstly proposed in 1970, and was further described in 1978 in "Naming and synchronization in a decentralized computer system"[4]. Later, reference [16] described the MVCC technology in detail in 1981, while the MVCC technology it described is based on timestamp.
+
+![figure1_8](../images/3ts_desc_image/figure1_8.png)
+
+​     After that, MVCC technology was widely used with multiple versions been developed. 
+
+​     In 2008, reference [13] was published, achieving serializable isolation level based on MVCC by proposing “Serializable Snapshot Isolation” technology. Which makes PostgreSQL V9.1 achieves serializable isolation level by implementing this technology. 
+
+​     In 2012, reference [14] was published, and proposed the “Write-Snapshot Isolation” technology to achieve a serializable isolation level based on MVCC by verifying read-write conflicts. Compared with the method of detecting write-write conflicts, it improves the concurrency rate(a certain kind of write-write conflict can be serializable). The author of this article made a system implementation based on HBase. 
+
+​     In 2012, reference [17] implements SSI technology on PostgreSQL. This article not only tells the theoretical basis of serialized snapshot, PostgreSQL’s implementation technology of SSI, but also proposed important topics such as "Safe Snapshots" and "Deferable Transaction" to support read only transactions, “Safe Retry” strategy to avoid potential effect caused by transaction rollback after read-write conflict, as well as 2PC’s influence on choosing rollback transaction after read-write conflict. 
+
+​     Reference [19] systematically discussed the four aspects involved in MVCC technology, namely: concurrent access control protocol, multi-version storage, old version garbage collection, and index management. In addition, the principle of various variants of MVCC was discussed, and the effect of each variant ( MV2PL , MVOCC, MVTO, etc. ) was tested and evaluated on OLTP workload after their implementation. [18] discussed the old version garbage collection problem of MVCC in detail.
+
+
+
+​     In 3TS, MVCC is realized based on the description in Section 4. 3 in [2], combined with T/O algorithm. Therefore, the transaction still uses the start timestamp for sorting. Unlike the traditional T/O algorithm, MVCC uses the feature of multiple versions to reduce the operation waiting overhead in T/O. The operation execution mechanism in MVCC is as follows (use ts to represent the timestamp of the current transaction):
+
+1. Read operation
+   1. If *ts* is greater than the timestamp of all transactions in *prereq*, and there is a version in *writehis* (the version chain of current data item) that its *wts* is greater than *ts* and less than *pts*, then the current version can be returned, and the timestamp of the current transaction can be stored into *readhis*. If there is no such timestamp in *writehis*, the timestamp of the current transaction is stored in *readreq*. The main reasons are:
+      1. If there is a committed write between the pre-write transaction and the read operation, it means that the data read by the current read operation has been written by the write transaction. As the timestamp order is satisfied, the version can be read;
+      2. If the timestamp of the read operation is larger than the timestamp of the current unfinished write transaction, new data should be read, so wait is needed;
+   2. Otherwise, the current read operation reads the latest visible version to its timestamp, and stores the timestamp of current transaction in *readreq*. 
+2. Write operation
+     1. If *ts* is less than the timestamp of all transactions in *readhis*, and there is a timestamp in *writehis* between *rts* and *ts*, data can be pre-written normally. If there is no such timestamp in *writehis*, then current transaction will rollback. 
+     2. Temporarily store the current write operation in *prereq_mvcc*;
+3. Submit operation
+     1. Insert the current transaction timestamp and the new version written into *writehis*;
+     2. Delete the write operation of the current transaction from *prereq*;
+     3. Continue to execute read transactions that comply with the timestamp ordering in *readreq*;
+
+More concurrent access control algorithms, to be continued. . . 
+
+## Acknowledgement
+
+​     Special thanks to the Tencent TDSQL team and the Key Laboratory of Data Engineering and Knowledge Engineering of Renmin University of China for their support and help in this work, and thank Zhao Zhanhao, Liu Chang, Zhao Hongyao and other students for their contributions to this article. 
+
+## Reference
+
+[1] Rachael Harding, Dana Van Aken, Andrew Pavlo, Michael Stonebraker: An Evaluation of Distributed Concurrency Control. Proc. VLDB Endow. 10(5): 553-564 (2017) 
+
+[2] Philip A. Bernstein, Nathan Goodman: Concurrency Control in Distributed Database Systems. ACM Comput. Surv. 13(2): 185-221 (1981) 
+
+[3] Daniel J. Rosenkrantz, Richard Edwin Stearns, Philip M. Lewis II: System Level Concurrency Control for Distributed Database Systems. ACM Trans. Database Syst. 3(2): 178-198 (1978) 
+
+[4] D. P. Reed. Naming and synchronization in a decentralized computer system. PhD thesis, Massachusetts Institute of Technology, Cambridge, MA, USA, 1978.  
+
+[5] H. T. Kung, John T. Robinson: On Optimistic Methods for Concurrency Control. ACM Trans. Database Syst. 6(2): 213-226 (1981) 
+
+[6] Theo Härder: Observations on optimistic concurrency control schemes. Inf. Syst. 9(2): 111-120 (1984) 
+
+[7] Hatem A. Mahmoud, Vaibhav Arora, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi: MaaT: Effective and scalable coordination of distributed transactions in the cloud. Proc. VLDB Endow. 7(5): 329-340 (2014) 
+
+[8] Xiangyao Yu, Yu Xia, Andrew Pavlo, Daniel Sánchez, Larry Rudolph, Srinivas Devadas: Sundial: Harmonizing Concurrency Control and Caching in a Distributed OLTP Database Management System. Proc. VLDB Endow. 11(10): 1289-1302 (2018) 
+
+[9] Stephen Tu, Wenting Zheng, Eddie Kohler, Barbara Liskov, Samuel Madden: Speedy transactions in multicore in-memory databases. SOSP 2013: 18-32 
+
+[10] Alexander Thomson, Thaddeus Diamond, Shu-Chun Weng, Kun Ren, Philip Shao, Daniel J. Abadi: Calvin: fast distributed transactions for partitioned database systems. SIGMOD Conference 2012: 1-12 
+
+[11] Hal Berenson, Philip A. Bernstein, Jim Gray, Jim Melton, Elizabeth J. O'Neil, Patrick E. O'Neil: A Critique of ANSI SQL Isolation Levels. SIGMOD Conference 1995: 1-10 
+
+[12] Alan D. Fekete, Dimitrios Liarokapis, Elizabeth J. O'Neil, Patrick E. O'Neil, Dennis E. Shasha: Making snapshot isolation serializable. ACM Trans. Database Syst. 30(2): 492-528 (2005) 
+
+[13] Michael J. Cahill, Uwe Röhm, Alan D. Fekete: Serializable isolation for snapshot databases. SIGMOD Conference 2008: 729-738 
+
+[14] Maysam Yabandeh, Daniel Gómez Ferro: A critique of snapshot isolation. EuroSys 2012: 155-168 
+
+[15] https://en.wikipedia.org/wiki/Distributed_transaction 
+
+[16] P. Bernstein, V. Hadzilacos, and N. Goodman. Concurrency Control and Recovery in Database Systems. Addison–Wesley, 1987. 
+
+[17] D. R. Ports and K. Grittner, “Serializable snapshot isolation in postgresql, ” PVLDB, vol. 5, no. 12, pp. 1850–1861, 2012. 
+
+[18] J. Böttcher, et al. , Scalable Garbage Collection for In-Memory MVCC Systems, in VLDB, 2019 
+
+[19] Yingjun Wu, Joy Arulraj, Jiexi Lin, Ran Xian, Andrew Pavlo:An Empirical Evaluation of In-Memory Multi-Version Concurrency Control. Proc. VLDB Endow.  10(7): 781-792 (2017) 
+
+[20] D. Lomet and M. F. Mokbel, “Locking key ranges with unbundled transaction services, ” VLDB, pp. 265–276, 2009. 
+
+[21] Jinwei Guo, Peng Cai, Jiahao Wang, Weining Qian, Aoying Zhou: Adaptive Optimistic Concurrency Control for Heterogeneous Workloads. PVLDB 12(5): 584-596 (2019) 
+
+[22] X. Yu, A. avlo, D. Sanchez, and S. Devadas, “Tictoc: Time traveling optimistic concurrency control, ” in Proceedings of SIGMOD, vol. 8, 2016, pp. 209–220. 
+
+[23] Rudolf Bayer, Klaus Elhardt, Johannes Heigert, Angelika Reiser:Dynamic Timestamp Allocation for Transactions in Database Systems. DDB 1982: 9-20. 
\ No newline at end of file
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+![logo](../../assets/logo.png)
+
+# 3TS Tencent Transaction Processing Testbed System(Part II)		
+
+###### Author: Haixiang Li, Translator: Jingyao Li
+
+​		Tencent Transaction Processing Testbed System (3TS) is a **database transaction processing-oriented testbed system** jointly developed by the TDSQL team of Tencent and the Key Laboratory of Data Engineering and Knowledge Engineering of Renmin University of China. The system aims to facilitate users’ quickly building of a new concurrency control algorithm through designing and building a unified framework for transaction processing(including distributed transactions), and through the accessible API provided by the framework. By using the testbed provided by the system, it is convenient for users to impartially compare the performance of mainstream concurrency control algorithms in the same test environment, and select an optimal concurrency control algorithm according to the needs of specific application scenarios. By far, the validation system has integrated 13 different kinds of mainstream concurrent control algorithms and common benchmarks such as TPC-C, Sysbench and YCSB. In addition, 3TS further provides a consistency level benchmark to determine the level of consistency and compare result of performance test in face of the difficult system selection problem created by the rapid development of distributed database system nowadays. 
+
+​     3TS system aims at exploring the theories and implementation technologies related to database transaction processing in depth, with core concepts as **openness, deepness and evolution**. Openness is to share knowledge and technology while insisting on open source coding. Deepness requires incisive study of the fundamental problem in transaction processing technology with a spirit of systematic lucubration. Evolution stands for endless pursuit and constant explore along the long way of ascetic practices. 
+
+## 5. Concurrent Access Control Algorithm Provided By 3TS
+
+​     Part I introduced the framework and basic content of 3TS. This section continues to introduce a variety of concurrent access control algorithms in depth.
+
+### 5.4 Optimistic concurrency control protocol（OCC、FOCC、BOCC）
+
+​     Under the optimistic concurrency control protocol, the execution procedure of transaction is divided into three phases: read, verify, and write[5], as shown in Figure 5.
+
+![figure2_1](../images/3ts_desc_image/figure2_1.png)
+
+​     The advantages brought by the division of these three phases are obvious: 
+
+1. **High transaction processing performance:** The improvement of transaction efficiency is mainly ensured by the non-blocking of reading and writing in the first phase, which greatly improves the concurrency and fully utilizes multi-core hardware resources. It is friendly especially to read-only transactions because of non-blocking read. 
+
+2. **Avoidance of deadlock:** OCC can avoid deadlock by sorting the read and write objects in the first stage and locking in order in the second stage. This wins in comparison with the locking based concurrent access control algorithms in solving the deadlock problem. These two advantages enable OCC to still support high transaction throughput in scenarios such as distributed transactions, high data hotspots, and high communication delays. There is no obvious system performance jitter phenomenon in high concurrency scenarios (reference [169] shows through experiments that OCC algorithm performance is not high under high competition). 
+
+3. **The correctness of data consistency is guaranteed:** the correctness is guaranteed in the validation phase. A directed graph is constructed through the transaction conflict relationship. Through loop detection and transaction rollback, loop-free is ensured to resolve transaction conflicts, while write-write conflicts are prevented through the locking mechanism in validation phase. However, there are different ways to implement in practice. For example, reference [9] improves the OCC algorithm. In the validation phase, it checks the read set of current transaction and rollback if modification by other concurrent transactions is found to avoid data inconsistency. In this way, construction of directed graph and detection of loop is no longer needed. 
+
+   
+
+​     In 3TS, according to different validation mechanisms, three different optimistic concurrency control protocols are implemented: (1) OCC: implementation of Parallel Validation algorithm in [5]; (2) BOCC: implementation of Backward Validation algorithm in [6]; (3) FOCC: implementation of Forward Validation algorithm in [6]. It should be noted that in 3TS, since there is no global timestamp mechanism (global clock will be added according to subsequent plan), the read and write sets that need to be compared in the validation phase may deviate due to clock synchronization, which may result in different degree of efficiency influence concerning different algorithms. 
+
+1. The three protocols deal with the read phase in the same way, mainly:
+   1. For read operation, first saved into read set, then reads data as required. 
+   2. For write operation, saved into write set. 
+2. When it comes to the validation phase, the main idea of all three protocols is to sort transactions according to the order in which they entering the validation phase, then read-write set is checked to ensure the processing results of these transactions meet this order. However, there is a difference in read-write set checking method concerning different protocol. 
+
+#### 5.4.1 OCC 
+
+​     The main procedure of the validation phase is (denote the start timestamp of current transaction to be validated as *start_ts*, the timestamp acquires when entering the validation phase as *finish_ts*):
+
+- Obtain the set of transactions committed in the time period (*start_ts*, *finish_ts*], record it as *History*, traverse the write set of transactions in *History*, if there is an intersection with the read set of current transaction, then the validation fails;
+- Obtain the set of transactions currently in validation phase, record it as *Active*, traverse the write set of transactions in *Active*, if there is an intersection with the read set of current transaction, then the validation fails; 
+
+#### 5.4.2 BOCC 
+
+​     The validation phase and the write phase are required to be executed in the same critical region. The process is to obtain the set of transactions submitted in the time period (*start_ts*, *finish_ts*] and record it as *History*. Traverse the write set of transactions in *History*, if there is an intersection with the read set of current transaction, then the validation fails. BOCC has obvious disadvantages, including read-only transactions also need to be validated, large read set of current transaction to be validated has a great impact on validation efficiency, and a large number of write set of committed transactions will need to be retained for long transactions, etc. 
+
+#### 5.4.3 FOCC 
+
+​     The validation phase and the write phase are required to be executed in the same critical region. Traverse the read set of transactions currently in read phase, if there is an intersection with the write set of current transaction, then the validation fails. Compared with BOCC, FOCC has the advantages that read-only transactions can skip the validation phase, and the cost of validation for active transactions is less. 
+
+3. The three protocols deal with the write phase in the same way, mainly: get the submission timestamp, write data in the write set into the database, and set the submission timestamp of the data to the obtained submission timestamp. 
+
+### 5.5 Optimized optimistic concurrency control protocol（MaaT、Sundial、Silo）
+
+​     Traditional optimistic concurrency control protocols determine whether a transaction can be submitted according to the order of validation. Compared with traditional OCC, some optimized optimistic concurrency control protocols relax this requirement and reduce unnecessary rollbacks. Now, there are many improved versions based on OCC, such as ROCC [20], adaptive OCC [21] and so on. 
+
+​     In 3TS, we have integrated three state of the art optimistic concurrency control algorithms, including MaaT, Sunidal and Silo. More concurrent algorithms are expected to be integrated into 3TS. 
+
+#### 5.5.1 MaaT 
+
+​     MaaT [6] uses a dynamic time stamp range adjustment method to reduce the transaction rollback rate. The main idea is to determine the sequence of transactions through the relationship formed in read and write operations among transactions, thereby determining the sequence of transactions in the equivalent serialized sequence. For example, if transaction *Tj* update *x* after transaction *Ti*’s read of *x*, then *Ti* needs to be ranked before *Tj*. 
+
+​     MaaT needs to maintain additional metadata on each data item, including: (1) ID set of Transactions that have read the data item but not yet committed, denote as readers; (2)ID set of Transactions that are about to write the data item but not yet committed, denote as writers; (3)The largest commit timestamp of transactions that has read the data item, record as *Rts*; (4)The largest commit timestamp of transactions that has written the data item, record as *wts*; Each transaction has a timestamp range *[lower, upper)*, and is initialized to *[0, +)*. The procedure of each operation in the transaction mainly includes:
+
+1. Read operation 
+   1. Save the write transaction list of the data item to the *uncommitted_writes* of the transaction;
+   2. Update current transaction: 
+      *greatest_write_timestamp = Max{greatest_write_timestamp, wts}*;
+   3. Write the current transaction ID into the read transaction list of the read data item;
+   4. Read required data item and store the read data in the read set. 
+2. Write operation
+   1. Save the write transaction list of the data item to the *uncommitted_writes_y* of the transaction. 
+   2. Save the read transaction list of the data item to the *uncommitted_reads* of the transaction. 
+   3. Update current transaction:
+      *greatest_write_timestamp=Max{greatest_write_timestamp, wts}*, 	*greatest_read_timestamp=Max{greatest_red_timestamp, rts}*;
+   4. Write the current transaction ID into the write transaction list of the data item to be written;
+   5. Save the new value of the data item to be written into the write set;
+3. Validation phase(the transaction coordinator determines *lower* and *upper* based on the intersection of *lower* and *upper* returned by all participants, the following operations are all performed on participants)
+   1. Update *lower=Max{greatest_write_timestamp+1, lower}*；
+   2. Ensure that the *lower* of all transactions in *uncommitted_writes* is greater than the *upper* of current transaction;
+      1. If a transaction in *uncommitted_writes* has validated successfully, modify the *upper* of current transaction;
+      2. Otherwise, put the transaction in *uncommitted_writes* into the after queue of current transaction (transactions in the queue needs to be submitted after the current transaction);
+   3. Update *lower=Max{greatest_read_timestamp+1, lower}*;
+   4. Ensure that the *upper* of all transactions in *uncommitted_reads* is smaller than the *lower* of current transaction;
+         1. If a transaction in *uncommitted_reads* has validated successfully, modify the *lower* of current transaction;
+         2. Otherwise, put the transaction in *uncommitted_reads* into the before queue of current transaction (transactions in the queue needs to be submitted before the current transaction);
+   5. Adjust the order between *uncommitted_writes_y* (list of uncommitted transactions with write-write conflicts) and current transaction;
+         1. If a transaction in *uncommitted_writes_y* has validated successfully, modify the *lower* of current transaction so that it is greater than the *upper* of the validated transaction;
+         2. Otherwise, put the transaction in *uncommitted_writes_y* into the after queue of current transaction;
+     6. Check if true: *lower<upper*, rollback current transaction if not true;
+     7. Coordinately adjust the *lower* of current transaction and the *upper* of the transaction in the before queue to ensure that the *lower* of the current transaction is greater than the *upper* of the transaction in the before queue;
+     8. Coordinately adjust the *upper* of current transaction and the *lower* of the transaction in the after queue to ensure that the *upper* of current transaction is smaller than the *lower* of the transaction in the after queue;
+  4. Write phase(first use the *commit_ts* on the coordinator as the *lower* of final time stamp interval, then execute operations on participants as follows)
+     1. For each element in the read set, clear the current transaction from the read transaction list of the corresponding data item, and perform the following operations:
+        1. Ensure that the *lower* of transactions in the write transaction list is greater than the *commit_ts* of current transaction;
+        2. Update *Rts=Max{commit_ts, Rts}*;
+     2. For each element in the write set, clear the current transaction from the write transaction list of the corresponding data item, and perform the following operations:
+        1. Ensure that the *upper* of the transaction in the write transaction list is less than the *commit_ts* of current transaction. 
+        2. Ensure that the *upper* of the transaction in the read transaction list is less than the *commit_ts* of current transaction. 
+        3. Update *Wts=Max{commit_ts, Wts}*. 
+
+#### 5.5.2 Sundial 
+
+​     Sundial [8] dynamically calculates the submission timestamp to reduce the rollback rate. At the same time, the lease (that is, the logical time range of the data item that can be accessed) is maintained on the data item, so that the order of transactions can be quickly determined when a conflict occurs. In addition, Sundial combines the idea of pessimistic concurrency control on the basis of optimistic concurrency control, using OCC for read-write conflicts and 2PL locks for write-write conflicts to reduce the overhead of distributed transaction coordination and scheduling. 
+
+​     Sundial maintains leases *(wts, rts)* on data items, which represent the last time the data item was written and the latest time the data item can be read respectively. Maintain *commit_ts* on the transaction, which represents the commit timestamp of the transaction. Additional maintenance of *orig.rts* and *orig.wts* in the read-write set is also needed, which represents the *rts* and *wts* at the time when the data item is accessed. We introduce the execution process of Sundial's main operations as follows:
+
+1. Read operation
+   1. First read the required data item from the read-write set, if the required data item does not exist in the read-write set, then:
+      1. You need to access the data storage, find and read the corresponding data item, and record the *wts* and *rts* of the data item at this time as *orig.wts* and *orig.rts*;
+      2. Update *commit_ts=max{orig. wts, commit_ts}* of current transaction;
+   2. If the required data exists in the read-write set, return the corresponding data directly;
+2. Write operation
+      1. First find the data item to be modified from the write set, if the required data item does not exist in the write set, then:
+         1. Lock the tuple, if lock fails, store it in the wait queue *waiting_set*;
+         2. Otherwise, return the data item directly, and the corresponding *wts* and *rts*, recorded as *orig.wts* and *orig.rts*;
+      2. If there is the corresponding data item currently to be updated in the read-write set, then update it in the write set;
+      3. Update *commit_ts=max{orig. rts, commit_ts} of current transaction*;
+3. Validation phase
+	1. First calculate the submission timestamp *commit_ts*, mainly through the following two steps (this step is added in 3TS, because the read and write operations are performed on the participants, the coordinator needs to summarize the information of all participants before entering the validation to get *commit_ts*):
+	   1. Traverse the write set, update *commit_ts* so that it is greater than or equal to *orig.rts* of all elements in the write set;
+	   2. Traverse the read set, update *commit_ts* so that it is greater than or equal to *orig.wts* of all elements in the read set;
+	2. Validate each element in the read set:
+	   1. If *commit_ts < rts*, skip the current element;
+	   2. Try to update the tuple lease: (1) If *orig. wts! =wts*, that is, the *wts* read is different from the current *wts* of the tuple, then the current transaction needs to rollback; (2) If current tuple is locked, then current transaction will rollback; (3) Otherwise, update *rts= Max{rts, commit_ts}* of the tuple; 
+4. Write phase 
+   1. Commit: update and unlock the data items corresponding to the elements in the write set;
+   2. Rollback: unlock the data items corresponding to the elements in the write set.
+
+#### 5.5.3 Silo 
+
+​     The main difference between Silo [9] and traditional optimistic concurrency control protocol is in the validation phase. The main idea is to validate whether the data read has been modified by other transactions. Therefore, the transaction validation process is:
+
+1. Lock all data items corresponding to the elements in the write set;
+2. Validate the data in the read set: (1) Modified by another transaction or (2) Locked by another transaction. If there is one of the two situations, then current transaction will rollback;
+3. Obtain submission timestamp and enter the write phase. 
+
+### 5.6 Deterministic Concurrency Control Protocol（Calvin）
+
+​     The main idea of Calvin [10] is to determine the order of transactions in advance, and then the transactions will be executed in strict accordance with the determined order. Avoid the distributed coordination overhead required by other concurrency control protocols. 
+
+​     The Calvin algorithm needs to add two modules: sequencer and coordinator. The sequencer is used to intercept transactions and specify the order of these transactions (the order is the order in which the transactions enter the sequencer), and the coordinator is responsible for executing the transactions in the order given by the sequencer. 
+
+​     The Calvin transaction execution process mainly includes (assuming that the transaction needs to use the data of server1 and server2):
+
+1. The client sends the transaction to the server1 node;
+2. Server1's sequencer receives the transaction and puts the transaction into a batch;
+3. After the time specified by the batch, the sequencer sends the batch containing the transaction to the coordinator of the two participant nodes server1 and server2;
+4. The coordinator of server1 and server2 receives the batch and locks according to the order specified by the batch in advance. Then put the transactions in batch into WorkThread for execution;
+5. After server1 and server2 have completed all the transactions in the batch, they will send the return message to server1;
+6. Server1 returns to the client that transactions are completed. 
+
+​     The locking mechanism during transaction execution still follows the logic of 2PL, mainly including:
+
+1. Read operation:
+     1. Check whether there is an exclusive lock on the data item, and check whether the waiters list of the data item is empty. If there is no exclusive lock and the waiters list is empty, read the corresponding data item and put the current transaction into owner;
+     2. Otherwise, there is a conflict in locking, and the current transaction will be stored in the waiters waiting transaction list;
+2. Write operation:
+   1. Check whether there is a lock on the data item, and check whether the waiters transaction of the data item exists. If there is no exclusive lock and the waiters list is empty, put the current transaction into owner;
+   2. Otherwise, there is a conflict in locking, and the current transaction will be stored in the waiters waiting transaction list. 
+
+### 5.7 Concurrency control protocol based on snapshot isolation（SSI、WSI） 
+
+​     Snapshot Isolation (SI) [11] mainly restricts write-write conflicts and write-read conflicts on the same data item. For write-write conflicts, it stipulates that data items cannot be modified concurrently by two transactions at the same time. In addition, it follows the "first committer wins" strategy, the write transaction submitted first will succeed and the other transaction will rollback. For write-read conflicts, it stipulates that the transaction can only read the latest committed data item version, that is, read the data that meets the consistency requirement at the beginning of the transaction. Therefore, it has the transaction processing characteristic of non-blocking read and write. The SI mechanism itself doesn’t guarantee serializability, so to achieve serializability on the basis of SI, additional operations need to be introduced. In 3TS, two mainstream serializable snapshot isolation mechanisms are implemented: (1) SSI: Serializable Snapshot Isolation; (2) WSI: Write Snapshot Isolation. 
+
+#### 5.7.1 SSI 
+
+​     If transaction *Ti* reads *x* and transaction *Tj* writes a new version of *x*, then we say that *Ti* reads and writes with dependence on *Tj*. SSI[12, 13] proved through theoretical analysis that to achieve serializability on the basis of SI, the only thing need to ensure is that there is no such situation that *Ti* reads and writes with dependence on *Tj*, while *Tk* reads and writes with dependence on *Ti*. The core of the algorithm is to dynamically detect this situation, so two fields *inConflict* and *outConflict* are recorded in each transaction: *inConflict* records transactions with reads and writes dependence on current transaction, and *outConflict* records transactions that the current transaction has reads and writes dependence on. When it is found that these two fields of the current transaction are both not empty, the current transaction will rollback immediately, thereby ensuring serializability. 
+
+#### 5.7.2 WSI 
+
+​     WSI [14] achieves serializability by transforming the detection of write-write conflicts into the detection of read-write conflicts and avoids read-write conflicts. 
+
+​     For each transaction, WSI needs to maintain its read set and write set. In order to avoid illusions, query predicates are placed in the read set for range queries. For each record, a last commit timestamp needs to be maintained. Whenever a transaction is committed, the last commit timestamp of all its modified rows will be updated as the commit timestamp of the transaction. The check before transaction commit is as follows: check the data items corresponding to all elements in the read set, if its last commit timestamp is greater than the start timestamp of the current transaction(The read-write conflict is eliminated), the current transaction will rollback. 
+
+### 5.8 Concurrent access control algorithm based on dynamic timestamp
+
+​    In the fifth point, we introduced some improved OCC algorithms. The MaaT and Sundial mentioned are improved using OCC framework and combined with TO algorithm. However, they are not only based on TO. The traditional TO algorithm is a static algorithm, and the timestamp is deterministic and rigid. While MaaT, Sundial and Tictoc [22], etc. , use dynamic timestamp allocation algorithm. Thus combines the advantages of the OCC framework (strategy) with the advantages of dynamic time stamping. 
+
+​     Dynamic Timestamp Allocation (DTA) was first proposed in the reference [23], and was later cited and applied in many literatures afterwards. The core idea of this algorithm is: realize the serializability of the global transaction according to the conflict relationship of concurrent transactions on the data item, and dynamically adjust the execution time period of the transaction on the data item, without dependence on a centralized time stamp mechanism. This algorithm avoids some cases that are considered as conflicts and rollback under the non-dynamic timestamp allocation algorithm. 
+
+​     Reference [22] introduced an algorithm called "Time Traveling Optimistic Concurrency Control (TicToc)". The algorithm is based on the OCC algorithm and proposes the idea of "data-driven timestamp management", that is, not to assign an independent (global) timestamp to each transaction, but to embed the necessary (local) timestamp when accessing data items. Information is used to calculate a valid commit timestamp for each transaction before committing, and the calculated (not pre-allocated) commit timestamp is used to resolve concurrency conflicts to ensure that the transaction is serializable. Because you don't need to rely on a global coordinator to assign timestamps to transactions during the start and commit phases of distributed transactions, decentralization can be achieved. Due to the combined use of the OCC mechanism, transaction conflict in the execution time period can be reduced, and the degree of concurrency can be improved. 
+
+​     Reference [7] implements the DTA algorithm based on the OCC framework, that is, the aforementioned MaaT algorithm (Section 5. 5), which will not be explained in detail here. 
+
+## 6. Areas To Be Improved In 3TS
+
+​     The 3TS system provides a unified technology development platform, on which you can compare and analyze multiple concurrent access control algorithms. At present, there are still the following areas to be improved, which will affect different concurrency control protocols to varying degrees and affect the accuracy of experimental results. We mainly summarize these areas to be improved as follows: 
+1. Message communication mechanism: consider replace the existing message communication mechanism through RPC, etc. , so as to reduce the impact of waiting in the message queue on transaction performance. 
+2. Thread scheduling model (now one thread is bound to one core): consider introduce more scheduling models to help analyze the impact of thread scheduling methods on the performance of the concurrency control protocol. 
+3. SQL statements are not supported, and operations such as SQL parsing need to be introduced to better simulate real database scenarios. 
+4. Not all TPCC transactions are supported, transaction types such as Delivery need to be further introduced to support all TPCC test. 
+5. Global time: there is no global timestamp generation module, the use of machine local timestamp may have clock deviation, which will affect OCC and other protocols. 
+6. Deadlock detection algorithm: consider introducing a deadlock detection algorithm to better analyze other 2PL protocols. 
+7. Algorithms in Deneva cannot be dynamically switched. Each algorithm uses macros (C language macros) to switch. This requires when the system wants to switch the executed algorithm, it can only run after another dynamic compiling. This is also a potential aspect to improve. 
+
+## Acknowledgement
+
+​     Special thanks to the Tencent TDSQL team and the Key Laboratory of Data Engineering and Knowledge Engineering of Renmin University of China for their support and help in this work, and thank Zhao Zhanhao, Liu Chang, Zhao Hongyao and other students for their contributions to this article. 
+
+## Reference 
+
+[1] Rachael Harding, Dana Van Aken, Andrew Pavlo, Michael Stonebraker: An Evaluation of Distributed Concurrency Control. Proc. VLDB Endow. 10(5): 553-564 (2017) 
+
+[2] Philip A. Bernstein, Nathan Goodman: Concurrency Control in Distributed Database Systems. ACM Comput. Surv. 13(2): 185-221 (1981) 
+
+[3] Daniel J. Rosenkrantz, Richard Edwin Stearns, Philip M. Lewis II: System Level Concurrency Control for Distributed Database Systems. ACM Trans. Database Syst. 3(2): 178-198 (1978) 
+
+[4] D. P. Reed. Naming and synchronization in a decentralized computer system. PhD thesis, Massachusetts Institute of Technology, Cambridge, MA, USA, 1978.  
+
+[5] H. T. Kung, John T. Robinson: On Optimistic Methods for Concurrency Control. ACM Trans. Database Syst. 6(2): 213-226 (1981) 
+
+[6] Theo Härder: Observations on optimistic concurrency control schemes. Inf. Syst. 9(2): 111-120 (1984) 
+
+[7] Hatem A. Mahmoud, Vaibhav Arora, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi: MaaT: Effective and scalable coordination of distributed transactions in the cloud. Proc. VLDB Endow. 7(5): 329-340 (2014) 
+
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+
+[9] Stephen Tu, Wenting Zheng, Eddie Kohler, Barbara Liskov, Samuel Madden: Speedy transactions in multicore in-memory databases. SOSP 2013: 18-32 
+
+[10] Alexander Thomson, Thaddeus Diamond, Shu-Chun Weng, Kun Ren, Philip Shao, Daniel J. Abadi: Calvin: fast distributed transactions for partitioned database systems. SIGMOD Conference 2012: 1-12 
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+
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+
+[22] X. Yu, A. avlo, D. Sanchez, and S. Devadas, “Tictoc: Time traveling optimistic concurrency control, ” in Proceedings of SIGMOD, vol. 8, 2016, pp. 209–220. 
+
+[23] Rudolf Bayer, Klaus Elhardt, Johannes Heigert, Angelika Reiser:Dynamic Timestamp Allocation for Transactions in Database Systems. DDB 1982: 9-20. 
+
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literal 0
HcmV?d00001


From 8bb1f6fefa517e8971b4e1b645facab09a792aac Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 28 Jan 2021 12:40:58 +0800
Subject: [PATCH 023/102] Remove runcl debug outputs

---
 contrib/deneva/benchmarks/da_block_queue.cpp | 2 --
 contrib/deneva/benchmarks/da_query.cpp       | 4 ++--
 2 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_block_queue.cpp b/contrib/deneva/benchmarks/da_block_queue.cpp
index 8bf0dd61..56677c76 100644
--- a/contrib/deneva/benchmarks/da_block_queue.cpp
+++ b/contrib/deneva/benchmarks/da_block_queue.cpp
@@ -53,7 +53,6 @@ void DABlockQueue::push_data(BaseQuery* data)
     while(IsFull())
     {
         NotifyConsume();
-        std::cout<<"queue full,notify consume data,product stop!!"<<std::endl;
         ProductWait();
     }
 
@@ -68,7 +67,6 @@ BaseQuery* DABlockQueue::pop_data()
     while(IsEmpty())
     {
         NotifyProduct();
-        std::cout<<"queue empty,notify product data,consume stop!!"<<std::endl;
         list<BaseQuery*>().swap(q);
         ConsumeWait();
     }
diff --git a/contrib/deneva/benchmarks/da_query.cpp b/contrib/deneva/benchmarks/da_query.cpp
index 326cc2ce..8bac4249 100644
--- a/contrib/deneva/benchmarks/da_query.cpp
+++ b/contrib/deneva/benchmarks/da_query.cpp
@@ -121,13 +121,13 @@ BaseQuery * DAQueryGenerator::create_query(Workload * h_wl, uint64_t home_partit
     }
     free(t_version);
     seq_num++;
-    printf("product: %lu\n",seq_num);
     fflush(stdout);
   };
 
+  printf("start generating histories\n");
   creator.DeliverActionSequences(handle);
   da_gen_qry_queue.push_data(nullptr); // tell consumer no histories anymore
-  printf("history thread exit\n");
+  printf("finish generating histories, total product: %lu\n", seq_num);
   fflush(stdout);
   return ret;
 }

From 5ede8dc03bfb32edfe9bdb5e246833d471d07dab Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 28 Jan 2021 12:41:29 +0800
Subject: [PATCH 024/102] Fix DLI_DTA memory leak

---
 contrib/deneva/concurrency_control/dta.cpp |  1 -
 contrib/deneva/system/main.cpp             | 13 +++++++++++++
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/concurrency_control/dta.cpp b/contrib/deneva/concurrency_control/dta.cpp
index 52466833..27ad2a13 100644
--- a/contrib/deneva/concurrency_control/dta.cpp
+++ b/contrib/deneva/concurrency_control/dta.cpp
@@ -250,7 +250,6 @@ DtaTimeTableEntry* DtaTimeTable::find(uint64_t key) {
 }
 
 void DtaTimeTable::init(uint64_t thd_id, uint64_t key, uint64_t ts) {
-  init();
   uint64_t idx = hash(key);
   uint64_t mtx_wait_starttime = get_sys_clock();
   pthread_mutex_lock(&table[idx].mtx);
diff --git a/contrib/deneva/system/main.cpp b/contrib/deneva/system/main.cpp
index e7ee1a0a..c5e8446f 100644
--- a/contrib/deneva/system/main.cpp
+++ b/contrib/deneva/system/main.cpp
@@ -52,6 +52,8 @@
 #include "wsi.h"
 #include "focc.h"
 #include "bocc.h"
+#include "dta.h"
+#include "dli.h"
 #include "client_query.h"
 #include "sundial.h"
 #include "http.h"
@@ -305,6 +307,17 @@ int main(int argc, char *argv[]) {
     printf("Done\n");
 #endif
 
+#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    printf("Initializing DTA Time Table... ");
+    fflush(stdout);
+    dta_time_table.init();
+    printf("Done\n");
+    printf("Initializing DTA manager... ");
+    fflush(stdout);
+    dta_man.init();
+    printf("Done\n");
+#endif
+
     endtime = get_server_clock();
     printf("Initialization Time = %ld\n", endtime - starttime);
     fflush(stdout);

From 310379b40ea66e461df8f41daa68fe3ec066df87 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 29 Jan 2021 10:00:57 +0800
Subject: [PATCH 025/102] Assign upper with lower + 1 when transaction commits
 successfully to decrease rollback rate

---
 contrib/deneva/concurrency_control/dli.cpp | 364 ++++++++++-----------
 contrib/deneva/concurrency_control/dli.h   |  59 ++--
 contrib/deneva/system/txn.cpp              |   4 +-
 contrib/deneva/system/txn.h                |   3 +-
 contrib/deneva/system/worker_thread.cpp    |  25 ++
 contrib/deneva/transport/message.cpp       |   5 +
 contrib/deneva/transport/message.h         |   2 +-
 7 files changed, 249 insertions(+), 213 deletions(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 57dce4d5..cb18203a 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -7,261 +7,261 @@
 #include "row_dli_based.h"
 #include "txn.h"
 #if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
-    CC_ALG == DLI_MVCC
-void dli_merge_set(Dli::RWSet& r_tc,
-                   Dli::RWSet& r_tl) {
-  r_tc.insert(r_tl.begin(), r_tl.end());
+        CC_ALG == DLI_MVCC
+void dli_merge_set(Dli::RWSet& r_tc, Dli::RWSet& r_tl) {
+    r_tc.insert(r_tl.begin(), r_tl.end());
 }
 
 void dli_compare_set(const Dli::RWSet& r_tc, uint32_t& newer_tc,
                      const Dli::RWSet& r_tl, uint32_t& newer_tl, bool rw,
                      const uint32_t offset) {
-  for (const auto& i : r_tl) {
-    if (r_tc.count(i.first)) {
-      newer_tl |= (i.second > r_tc.at(i.first)) << offset;
-      if (!rw)
-        newer_tc |= (i.second < r_tc.at(i.first)) << offset;
-      else
-        newer_tc |= (i.second <= r_tc.at(i.first)) << offset;
+    for (const auto& i : r_tl) {
+        if (r_tc.count(i.first)) {
+            newer_tl |= (i.second > r_tc.at(i.first)) << offset;
+            if (!rw) {
+                newer_tc |= (i.second < r_tc.at(i.first)) << offset;
+            } else {
+                newer_tc |= (i.second <= r_tc.at(i.first)) << offset;
+            }
+        }
     }
-  }
 }
 
-#define IDENTIFY_ANOMALY(tc_off, tl_off, ano_name)                      \
-  do {                                                                  \
-    if ((newer_tc & (1 << (tc_off))) && (newer_tl & (1 << (tl_off)))) { \
-      INC_STATS(txn->get_thd_id(), ano_name, 1);                        \
-      return true;                                                      \
-    }                                                                   \
-  } while (0)
+#define IDENTIFY_ANOMALY(tc_off, tl_off, ano_name)                          \
+    do {                                                                    \
+        if ((newer_tc & (1 << (tc_off))) && (newer_tl & (1 << (tl_off)))) { \
+            INC_STATS(txn->get_thd_id(), ano_name, 1);                      \
+            return true;                                                    \
+        }                                                                   \
+    } while (0)
 
 bool dli_has_conflict(TxnManager* txn, const uint32_t newer_tc, const uint32_t newer_tl) {
-  if (!newer_tc || !newer_tl) return false;
-  IDENTIFY_ANOMALY(3, 3, ano_4_trans_read_skew);
-  IDENTIFY_ANOMALY(3, 1, ano_3_trans_read_skew_1);
-  IDENTIFY_ANOMALY(2, 3, ano_3_trans_write_skew_1);
-  IDENTIFY_ANOMALY(2, 1, ano_2_trans_write_skew_1);
-  IDENTIFY_ANOMALY(1, 3, ano_3_trans_read_skew_2);
-  IDENTIFY_ANOMALY(1, 1, ano_2_trans_read_skew);
-  IDENTIFY_ANOMALY(0, 3, ano_3_trans_write_skew_2);
-  IDENTIFY_ANOMALY(0, 1, ano_2_trans_write_skew_2);
-  INC_STATS(txn->get_thd_id(), ano_unknown, 1);
-  return true;
+    if (!newer_tc || !newer_tl) return false;
+    IDENTIFY_ANOMALY(3, 3, ano_4_trans_read_skew);
+    IDENTIFY_ANOMALY(3, 1, ano_3_trans_read_skew_1);
+    IDENTIFY_ANOMALY(2, 3, ano_3_trans_write_skew_1);
+    IDENTIFY_ANOMALY(2, 1, ano_2_trans_write_skew_1);
+    IDENTIFY_ANOMALY(1, 3, ano_3_trans_read_skew_2);
+    IDENTIFY_ANOMALY(1, 1, ano_2_trans_read_skew);
+    IDENTIFY_ANOMALY(0, 3, ano_3_trans_write_skew_2);
+    IDENTIFY_ANOMALY(0, 1, ano_2_trans_write_skew_2);
+    INC_STATS(txn->get_thd_id(), ano_unknown, 1);
+    return true;
 }
 
 #undef IDENTIFY_ANOMALY
 #if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_MVCC
-static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc,
-                           Dli::RWSet& w_tc,
-                           Dli::RWSet& r_tl,
+static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc, Dli::RWSet& w_tc, Dli::RWSet& r_tl,
                            Dli::RWSet& w_tl) {
-  //(txn, rset, wset, r_tl, w_tl);
-  //r_tc:rset w_tc:wset
-  //
-  uint32_t newer_tl = 0, newer_tc = 0;
-  dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-  dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-  dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-  dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    //(txn, rset, wset, r_tl, w_tl);
+    //r_tc:rset w_tc:wset
+    //
+    uint32_t newer_tl = 0, newer_tc = 0;
+    dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
 
-  dli_merge_set(r_tc, r_tl);
-  dli_merge_set(w_tc, w_tl);
+    dli_merge_set(r_tc, r_tl);
+    dli_merge_set(w_tc, w_tl);
 
-  return false;
+    return false;
 }
 
 #endif
 
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc,
-                           Dli::RWSet& w_tc,
-                           Dli::RWSet& r_tl,
-                           Dli::RWSet& w_tl, uint64_t& lower,
-                           uint64_t& upper, uint64_t lower_tl, uint64_t upper_tl) {
-  uint32_t newer_tl = 0, newer_tc = 0;
-
-  dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-  dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-  if (newer_tc)
-    lower = std::max(lower, upper_tl);
-  else if (newer_tl)
-    upper = std::min(lower_tl, upper);
+static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc, Dli::RWSet& w_tc, Dli::RWSet& r_tl,
+                           Dli::RWSet& w_tl, uint64_t& lower, uint64_t& upper, uint64_t lower_tl,
+                           uint64_t upper_tl) {
+    uint32_t newer_tl = 0, newer_tc = 0;
 
-  if (lower >= upper) return true;
-  dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    if (newer_tc) {
+        lower = std::max(lower, upper_tl);
+    } else if (newer_tl) {
+        upper = std::min(lower_tl, upper);
+    }
+    if (lower >= upper) return true;
+    dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
 #if CC_ALG != DLI_DTA3
-  dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
-  if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
+    dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
+    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
 #endif
 
 #if CC_ALG == DLI_DTA
-  dli_merge_set(r_tc, r_tl);
-  dli_merge_set(w_tc, w_tl);
+    dli_merge_set(r_tc, r_tl);
+    dli_merge_set(w_tc, w_tl);
 #endif
-  return false;
+    return false;
 }
 #endif
 #endif
 static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
-  RC rc = RCOK;
+    RC rc = RCOK;
 #if CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
-    CC_ALG == DLI_MVCC
-  uint64_t start_time = get_sys_clock();
-  uint64_t expect = 0;
-  Dli::RWSet rset, wset;
-  std::unordered_set<ts_t> cur_trans;
-  Dli::get_rw_set(txn, rset, wset);
-  Dli::RWSet rset_bak = rset, wset_bak = wset;
-  ts_t ts = txn->get_start_timestamp();
+        CC_ALG == DLI_MVCC
+    uint64_t start_time = get_sys_clock();
+    uint64_t expect = 0;
+    Dli::RWSet rset, wset;
+    std::unordered_set<ts_t> cur_trans;
+    Dli::get_rw_set(txn, rset, wset);
+    Dli::RWSet rset_bak = rset, wset_bak = wset;
+    ts_t ts = txn->get_start_timestamp();
 
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-  uint64_t tid = txn->get_thd_id();
-  txnid_t txnid = txn->get_txn_id();
-  uint64_t lower = dta_time_table.get_lower(tid, txnid);
-  uint64_t upper = dta_time_table.get_upper(tid, txnid);
-  if (lower >= upper) rc = Abort;
+    uint64_t tid = txn->get_thd_id();
+    txnid_t txnid = txn->get_txn_id();
+    uint64_t lower = dta_time_table.get_lower(tid, txnid);
+    uint64_t upper = dta_time_table.get_upper(tid, txnid);
+    if (lower >= upper) rc = Abort;
 #endif
 
-  uint64_t timespan = get_sys_clock() - start_time;
-  txn->txn_stats.cc_time += timespan;
-  txn->txn_stats.cc_time_short += timespan;
-  start_time += timespan;
+    uint64_t timespan = get_sys_clock() - start_time;
+    txn->txn_stats.cc_time += timespan;
+    txn->txn_stats.cc_time_short += timespan;
+    start_time += timespan;
 
-  timespan = get_sys_clock() - start_time;
-  txn->txn_stats.cc_block_time += timespan;
-  txn->txn_stats.cc_block_time_short += timespan;
-  start_time += timespan;
+    timespan = get_sys_clock() - start_time;
+    txn->txn_stats.cc_block_time += timespan;
+    txn->txn_stats.cc_block_time_short += timespan;
+    start_time += timespan;
 
-  if (rc == RCOK) {
-    for (auto& i : wset) {
-      if (i.first->manager->w_trans != ts) {
-        if (!i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {
-          rc = Abort;
-          break;
+    if (rc == RCOK) {
+        for (auto& i : wset) {
+            if (i.first->manager->w_trans != ts &&
+                    !i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {
+                rc = Abort;
+                break;
+            }
         }
-      }
     }
-  }
 
-  if (rc == RCOK && !wset.empty()) {
-    for (auto& i : wset) {
-      i.second = UINT64_MAX;
+    if (rc == RCOK && !wset.empty()) {
+        for (auto& i : wset) {
+            i.second = UINT64_MAX;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-      row_t* cur_wrow = i.first;
-      if (lower <= cur_wrow->manager->timestamp_last_write) {
-        lower = cur_wrow->manager->timestamp_last_write + 1;
-      }
+            row_t* cur_wrow = i.first;
+            if (lower <= cur_wrow->manager->timestamp_last_write) {
+                lower = cur_wrow->manager->timestamp_last_write + 1;
+            }
 #endif
-    }
-    bool res = false;
-    for (TSNode<Dli::ValidatedTxn>* tl = dli->validated_txns_.load();
-        tl != nullptr && tl->start_ts_ > ts;
-        tl = tl->next_) {//cur_trans is active tran table
-      if (tl->is_abort_.load()) continue;
+        }
+        bool res = false;
+        for (TSNode<DliValidatedTxn>* tl = dli->validated_txns_.load();
+                tl != nullptr && tl->start_ts_ > ts;
+                tl = tl->next_) {//cur_trans is active tran table
+            if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-      res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_, lower, upper,
-                             tl->lower_, tl->upper_);
-        // dli->release(dli->commit_trans_lowup_mutex_);
+            res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_, lower, upper,
+                                                         tl->lower_, tl->upper_);
+                // dli->release(dli->commit_trans_lowup_mutex_);
 #else
-      res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_);
+            res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_);
 #endif
-      // dli->release(dli->commit_trans_rset_mutex_);
-      if (res) {
-        rc = Abort;
-        break;
-      }
+            // dli->release(dli->commit_trans_rset_mutex_);
+            if (res) {
+                rc = Abort;
+                break;
+            }
+        }
     }
-  }
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-  if (lower >= upper) rc = Abort;
+    if (lower >= upper) rc = Abort;
 #endif
-  if (rc == RCOK && final_validate) {
+    if (rc == RCOK && final_validate) {
 #if CC_ALG != DLI_DTA && CC_ALG != DLI_DTA2 && CC_ALG != DLI_DTA3
-    txn->is_abort = &TSNode<Dli::ValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts)->is_abort_;
+        txn->dli_txn = TSNode<DliValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts);
 #else
-    txn->is_abort = &TSNode<Dli::ValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts, lower, upper)->is_abort_;
-    dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
-    dta_time_table.set_lower(tid, txnid, lower);
-    dta_time_table.set_upper(tid, txnid, upper);
-  } else {
-    dta_time_table.set_state(tid, txnid, DTA_ABORTED);
+        txn->dli_txn = TSNode<DliValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts, lower, upper);
+        dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
+        dta_time_table.set_lower(tid, txnid, lower);
+        dta_time_table.set_upper(tid, txnid, upper);
+    } else {
+        dta_time_table.set_state(tid, txnid, DTA_ABORTED);
 #endif
-  }
-  timespan = get_sys_clock() - start_time;
-  txn->txn_stats.cc_time += timespan;
-  txn->txn_stats.cc_time_short += timespan;
-  start_time += timespan;
+    }
+    timespan = get_sys_clock() - start_time;
+    txn->txn_stats.cc_time += timespan;
+    txn->txn_stats.cc_time_short += timespan;
+    start_time += timespan;
 
 #endif
-  return rc;
+    return rc;
 }
 
 void Dli::get_rw_set(TxnManager* txn, Dli::RWSet& rset,
-                     Dli::RWSet& wset) {
-  uint64_t len = txn->get_access_cnt();
-  for (uint64_t i = 0; i < len; i++) {
-    if (txn->get_access_type(i) == WR)
-      wset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
-    else
-      rset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
-  }
+                                         Dli::RWSet& wset) {
+    uint64_t len = txn->get_access_cnt();
+    for (uint64_t i = 0; i < len; i++) {
+        if (txn->get_access_type(i) == WR)
+            wset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
+        else
+            rset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
+    }
 #if WORKLOAD == TPCC
-  for (const auto& i : wset) rset[i.first] = i.second;
+    for (const auto& i : wset) rset[i.first] = i.second;
 #endif
 }
 
 void Dli::init() {
-  // pthread_mutex_init(&validated_trans_mutex_, NULL);
-  // pthread_mutex_init(&commit_trans_rset_mutex_, NULL);
-  // pthread_mutex_init(&commit_trans_wset_mutex_, NULL);
-  // pthread_mutex_init(&commit_trans_lowup_mutex_, NULL);
-  pthread_mutex_init(&mtx_, NULL);
+    // pthread_mutex_init(&validated_trans_mutex_, NULL);
+    // pthread_mutex_init(&commit_trans_rset_mutex_, NULL);
+    // pthread_mutex_init(&commit_trans_wset_mutex_, NULL);
+    // pthread_mutex_init(&commit_trans_lowup_mutex_, NULL);
+    pthread_mutex_init(&mtx_, NULL);
 }
 
 RC Dli::validate(TxnManager* txn, const bool final_validate) {
-  RC rc = RCOK;
-  uint64_t starttime = get_sys_clock();
-  txnid_t tid = txn->get_thd_id();
-  rc = validate_main(txn, this, final_validate);
-  INC_STATS(tid, dli_mvcc_occ_validate_time, get_sys_clock() - starttime);
-  if (rc == RCOK) {
-    INC_STATS(tid, dli_mvcc_occ_check_cnt, 1);
-  } else {
-    INC_STATS(tid, dli_mvcc_occ_abort_check_cnt, 1);
-  }
-  return rc;
+    RC rc = RCOK;
+    uint64_t starttime = get_sys_clock();
+    txnid_t tid = txn->get_thd_id();
+    rc = validate_main(txn, this, final_validate);
+    INC_STATS(tid, dli_mvcc_occ_validate_time, get_sys_clock() - starttime);
+    if (rc == RCOK) {
+        INC_STATS(tid, dli_mvcc_occ_check_cnt, 1);
+    } else {
+        INC_STATS(tid, dli_mvcc_occ_abort_check_cnt, 1);
+    }
+    return rc;
 }
 
 void Dli::finish_trans(RC rc, TxnManager* txn) {
-#if CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC
-  if (rc != RCOK && txn->is_abort != nullptr) {
-    txn->is_abort->store(true);
-  }
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    if (rc != RCOK && txn->dli_txn != nullptr) {
+        txn->dli_txn->is_abort_ = true;
+    } else if (rc == RCOK) {
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+        // transaction commit successfully and the timestamp of the transaction is certained
+        txn->dli_txn->upper_ = txn->dli_txn->lower_.load() + 1;
+#endif
+    }
 #endif
 }
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
 RC Dli::find_bound(TxnManager* txn) {
-  RC rc = RCOK;
-  txnid_t tid = txn->get_thd_id();
-  txnid_t txnid = txn->get_txn_id();
-  uint64_t lower = dta_time_table.get_lower(tid, txnid);
-  uint64_t upper = dta_time_table.get_upper(tid, txnid);
-  if (lower >= upper) {
-    dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
-    rc = Abort;
-  } else {
-    dta_time_table.set_state(tid, txnid, DTA_COMMITTED);
-    txn->commit_timestamp = lower;
-  }
-  DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", tid, rc, lower, upper, txn->commit_timestamp);
-  return rc;
+    RC rc = RCOK;
+    txnid_t tid = txn->get_thd_id();
+    txnid_t txnid = txn->get_txn_id();
+    uint64_t lower = dta_time_table.get_lower(tid, txnid);
+    uint64_t upper = dta_time_table.get_upper(tid, txnid);
+    if (lower >= upper) {
+        dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
+        rc = Abort;
+    } else {
+        dta_time_table.set_state(tid, txnid, DTA_COMMITTED);
+        txn->commit_timestamp = lower;
+    }
+    DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", tid, rc, lower, upper, txn->commit_timestamp);
+    return rc;
 }
 #endif
 void Dli::latch() { pthread_mutex_lock(&mtx_); }
diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
index e9adde1e..0b7bdde7 100644
--- a/contrib/deneva/concurrency_control/dli.h
+++ b/contrib/deneva/concurrency_control/dli.h
@@ -9,42 +9,45 @@
 
 template <typename T> class TSNode;
 
+struct DliValidatedTxn;
+
 class Dli {
- public:
-  using RWSet = std::map<row_t*, uint64_t>;
-  struct ValidatedTxn {
+  public:
+    using RWSet = std::map<row_t*, uint64_t>;
+
+    void init();
+    RC validate(TxnManager* txn, const bool lock_rows = true);
+    void finish_trans(RC rc, TxnManager* txn);
+    RC find_bound(TxnManager* txn);
+    static void get_rw_set(TxnManager* txn, RWSet& rset,
+                          RWSet& wset);
+    void latch();
+    void release();
+
+    std::atomic<TSNode<DliValidatedTxn>*> validated_txns_;
+
+    // pthread_mutex_t validated_trans_mutex_;
+    // pthread_mutex_t commit_trans_rset_mutex_;
+    // pthread_mutex_t commit_trans_wset_mutex_;
+    // pthread_mutex_t commit_trans_lowup_mutex_;
+    pthread_mutex_t mtx_;
+};
+
+struct DliValidatedTxn {
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    ValidatedTxn(const RWSet& rset, const RWSet& wset, const ts_t start_ts, const uint64_t lower, const uint64_t upper) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts), lower_(lower), upper_(upper) {}
+    DliValidatedTxn(const Dli::RWSet& rset, const Dli::RWSet& wset, const ts_t start_ts, const uint64_t lower, const uint64_t upper) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts), lower_(lower), upper_(upper) {}
 #else
-    ValidatedTxn(const RWSet& rset, const RWSet& wset, const ts_t start_ts) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts) {}
+    DliValidatedTxn(const Dli::RWSet& rset, const Dli::RWSet& wset, const ts_t start_ts) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts) {}
 #endif
-    ValidatedTxn(ValidatedTxn&&) = default;
+    DliValidatedTxn(DliValidatedTxn&&) = default;
     std::atomic<bool> is_abort_;
-    RWSet rset_;
-    RWSet wset_;
+    Dli::RWSet rset_;
+    Dli::RWSet wset_;
     const ts_t start_ts_;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    uint64_t lower_;
-    uint64_t upper_;
+    std::atomic<uint64_t> lower_;
+    std::atomic<uint64_t> upper_;
 #endif
-  };
-
-  void init();
-  RC validate(TxnManager* txn, const bool lock_rows = true);
-  void finish_trans(RC rc, TxnManager* txn);
-  RC find_bound(TxnManager* txn);
-  static void get_rw_set(TxnManager* txn, RWSet& rset,
-                         RWSet& wset);
-  void latch();
-  void release();
-
-  std::atomic<TSNode<ValidatedTxn>*> validated_txns_;
-
-  // pthread_mutex_t validated_trans_mutex_;
-  // pthread_mutex_t commit_trans_rset_mutex_;
-  // pthread_mutex_t commit_trans_wset_mutex_;
-  // pthread_mutex_t commit_trans_lowup_mutex_;
-  pthread_mutex_t mtx_;
 };
 
 #endif
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 2c926c6b..3e1cdf35 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -501,7 +501,9 @@ RC TxnManager::abort() {
     //assert(time_table.get_state(get_txn_id()) == MAAT_ABORTED);
     time_table.release(get_thd_id(),get_txn_id());
 #endif
-
+#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    dta_time_table.release(get_thd_id(), get_txn_id());
+#endif
     uint64_t timespan = get_sys_clock() - txn_stats.restart_starttime;
     if (IS_LOCAL(get_txn_id()) && warmup_done) {
         INC_STATS_ARR(get_thd_id(),start_abort_commit_latency, timespan);
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 36f2a281..7c9c61bd 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -41,6 +41,7 @@ class INDEX;
 class TxnQEntry;
 class YCSBQuery;
 class TPCCQuery;
+class DliValidatedTxn;
 //class r_query;
 
 enum TxnState {START,INIT,EXEC,PREP,FIN,DONE};
@@ -294,7 +295,7 @@ class TxnManager {
     Message* last_msg;
 
 #if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    std::atomic<bool>* is_abort = nullptr;
+    DliValidatedTxn* dli_txn = nullptr;
 #endif
 
 protected:
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 52f04805..d7b7dd30 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -490,6 +490,23 @@ RC WorkerThread::process_rack_prep(Message * msg) {
         time_table.set_state(get_thd_id(),msg->get_txn_id(),MAAT_ABORTED);
     }
 #endif
+#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    // Integrate bounds
+    uint64_t lower = ((AckMessage*)msg)->lower;
+    uint64_t upper = ((AckMessage*)msg)->upper;
+    if (lower > dta_time_table.get_lower(get_thd_id(), msg->get_txn_id())) {
+      dta_time_table.set_lower(get_thd_id(), msg->get_txn_id(), lower);
+    }
+    if (upper < dta_time_table.get_upper(get_thd_id(), msg->get_txn_id())) {
+      dta_time_table.set_upper(get_thd_id(), msg->get_txn_id(), upper);
+    }
+    DEBUG("%ld bound set: [%ld,%ld] -> [%ld,%ld]\n", msg->get_txn_id(), lower, upper,
+          dta_time_table.get_lower(get_thd_id(), msg->get_txn_id()),
+          dta_time_table.get_upper(get_thd_id(), msg->get_txn_id()));
+    if (((AckMessage*)msg)->rc != RCOK) {
+      dta_time_table.set_state(get_thd_id(), msg->get_txn_id(), DTA_ABORTED);
+    }
+#endif
 
 #if CC_ALG == SILO
     uint64_t max_tid = ((AckMessage*)msg)->max_tid;
@@ -591,6 +608,14 @@ RC WorkerThread::process_rqry(Message * msg) {
 #endif
 #if CC_ALG == MAAT
     time_table.init(get_thd_id(),txn_man->get_txn_id());
+#endif
+#if CC_ALG == DTA
+    txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_timestamp());
+    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
+#endif
+#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_start_timestamp());
+    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
 #endif
     rc = txn_man->run_txn();
 
diff --git a/contrib/deneva/transport/message.cpp b/contrib/deneva/transport/message.cpp
index 5a74ac47..7e293540 100644
--- a/contrib/deneva/transport/message.cpp
+++ b/contrib/deneva/transport/message.cpp
@@ -25,6 +25,7 @@
 #include "global.h"
 #include "message.h"
 #include "maat.h"
+#include "dta.h"
 #include "da.h"
 #include "da_query.h"
 #include "sundial.h"
@@ -1126,6 +1127,10 @@ void AckMessage::copy_from_txn(TxnManager * txn) {
     lower = time_table.get_lower(txn->get_thd_id(),txn->get_txn_id());
     upper = time_table.get_upper(txn->get_thd_id(),txn->get_txn_id());
 #endif
+#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    lower = dta_time_table.get_lower(txn->get_thd_id(), txn->get_txn_id());
+    upper = dta_time_table.get_upper(txn->get_thd_id(), txn->get_txn_id());
+#endif
 #if CC_ALG == SILO
     max_tid = txn->max_tid;
 #endif
diff --git a/contrib/deneva/transport/message.h b/contrib/deneva/transport/message.h
index f7276d1c..d8df4f8b 100644
--- a/contrib/deneva/transport/message.h
+++ b/contrib/deneva/transport/message.h
@@ -173,7 +173,7 @@ class AckMessage : public Message {
     void release() {}
 
     RC rc;
-#if CC_ALG == MAAT
+#if CC_ALG == MAAT || CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     uint64_t lower;
     uint64_t upper;
 #endif

From 2de05c99c3dd9162a302f4e4797c655583b9d158 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 29 Jan 2021 14:15:19 +0800
Subject: [PATCH 026/102] Fix code format

---
 contrib/deneva/benchmarks/da.h       |  66 +++---
 contrib/deneva/benchmarks/da_txn.cpp | 293 +++++++++++++--------------
 2 files changed, 177 insertions(+), 182 deletions(-)

diff --git a/contrib/deneva/benchmarks/da.h b/contrib/deneva/benchmarks/da.h
index 967d2189..3e89e071 100644
--- a/contrib/deneva/benchmarks/da.h
+++ b/contrib/deneva/benchmarks/da.h
@@ -16,50 +16,50 @@ class INDEX;
 class DAQuery;
 
 class DAWorkload : public Workload {
- public:
-  RC init();
-  RC init_table();
-  RC init_schema(const char* schema_file);
-  RC get_txn_man(TxnManager*& txn_manager);
-  void reset_tab_idx();
-  table_t* t_datab;
+  public:
+    RC init();
+    RC init_table();
+    RC init_schema(const char* schema_file);
+    RC get_txn_man(TxnManager*& txn_manager);
+    void reset_tab_idx();
+    table_t* t_datab;
     uint64_t nextstate;
-  INDEX* i_datab;
-  bool** delivering;
+    INDEX* i_datab;
+    bool** delivering;
 
- private:
-  //void init_tab_DAtab(int id, uint64_t w_id);
-  void init_tab_DAtab();
-  static void* threadInitDAtab(void* This);
+  private:
+    //void init_tab_DAtab(int id, uint64_t w_id);
+    void init_tab_DAtab();
+    static void* threadInitDAtab(void* This);
 };
 
 struct DA_thr_args {
-  DAWorkload* wl;
-  UInt32 id;
-  UInt32 tot;
+    DAWorkload* wl;
+    UInt32 id;
+    UInt32 tot;
 };
 
 class DATxnManager : public TxnManager {
- public:
-  void init(uint64_t thd_id, Workload* h_wl);
-  void reset();
-  RC acquire_locks();
-  RC run_txn();
-  RC run_txn_post_wait();
-  RC run_calvin_txn();
+  public:
+    void init(uint64_t thd_id, Workload* h_wl);
+    void reset();
+    RC acquire_locks();
+    RC run_txn();
+    RC run_txn_post_wait();
+    RC run_calvin_txn();
 
-  void copy_remote_items(DAQueryMessage* msg);
+    void copy_remote_items(DAQueryMessage* msg);
 
- private:
-  DAWorkload* _wl;
-  volatile RC _rc;
-  row_t* row;
+  private:
+    DAWorkload* _wl;
+    volatile RC _rc;
+    row_t* row;
 
-  uint64_t next_item_id;
+    uint64_t next_item_id;
 
-  bool is_done();
-  bool is_local_item(uint64_t idx);
-  RC send_remote_request();
-  RC run_delivery(DAQuery* query);
+    bool is_done();
+    bool is_local_item(uint64_t idx);
+    RC send_remote_request();
+    RC run_delivery(DAQuery* query);
 };
 #endif
diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index b5d561d1..38ca8c72 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -16,176 +16,171 @@
 #include "wl.h"
 
 void DATxnManager::init(uint64_t thd_id, Workload *h_wl) {
-  TxnManager::init(thd_id, h_wl);
-  _wl = (DAWorkload *)h_wl;
-  reset();
+    TxnManager::init(thd_id, h_wl);
+    _wl = (DAWorkload *)h_wl;
+    reset();
 }
+
 RC DATxnManager::run_txn_post_wait() {
-  get_row_post_wait(row);
-  return RCOK;
+    get_row_post_wait(row);
+    return RCOK;
 }
-RC DATxnManager::acquire_locks(){return RCOK;}
-RC DATxnManager::run_calvin_txn(){return RCOK;}
-void DATxnManager::reset(){TxnManager::reset();}
+
+RC DATxnManager::acquire_locks() { return RCOK; }
+RC DATxnManager::run_calvin_txn() { return RCOK; }
+void DATxnManager::reset() { TxnManager::reset(); }
+
 RC DATxnManager::run_txn() {
 #if MODE == SETUP_MODE
-  return RCOK;
+    return RCOK;
 #endif
-  RC rc = RCOK;
-  //uint64_t starttime = get_sys_clock();
-  if (IS_LOCAL(txn->txn_id)) {
-    DEBUG("Running txn %ld\n", txn->txn_id);
+    RC rc = RCOK;
+    //uint64_t starttime = get_sys_clock();
+    if (IS_LOCAL(txn->txn_id)) {
+          DEBUG("Running txn %ld\n", txn->txn_id);
 #if DISTR_DEBUG
-    query->print();
+          query->print();
 #endif
-    query->partitions_touched.add_unique(GET_PART_ID(0, g_node_id));
-  }
-  DAQuery *da_query = (DAQuery *)query;
-  uint64_t trans_id = da_query->trans_id;
-  uint64_t item_id = da_query->item_id;  // item_id from 0-2 represent X,Y,Z
-  //uint64_t seq_id = da_query->seq_id;
-  uint64_t state = da_query->state;
-  uint64_t version = da_query->write_version;
-  //uint64_t next_state = da_query->next_state;
-  //uint64_t last_state = da_query->last_state;
-  DATxnType txn_type = da_query->txn_type;
-  bool jump=false;
+          query->partitions_touched.add_unique(GET_PART_ID(0, g_node_id));
+    }
+    DAQuery *da_query = (DAQuery *)query;
+    uint64_t trans_id = da_query->trans_id;
+    uint64_t item_id = da_query->item_id;    // item_id from 0-2 represent X,Y,Z
+    //uint64_t seq_id = da_query->seq_id;
+    uint64_t state = da_query->state;
+    uint64_t version = da_query->write_version;
+    //uint64_t next_state = da_query->next_state;
+    //uint64_t last_state = da_query->last_state;
+    DATxnType txn_type = da_query->txn_type;
+    bool jump=false;
 
 #if WORKLOAD == DA && DA_PRINT_LOG == true
-  printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, state, _wl->nextstate);
-  fflush(stdout);
+    printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, state, _wl->nextstate);
+    fflush(stdout);
 #endif
-  if(_wl->nextstate!=0)
-  {
-    while (state != _wl->nextstate&&!simulation->is_done());
-  }
+    if (_wl->nextstate != 0) {
+        while (state != _wl->nextstate&&!simulation->is_done());
+    }
 
-  if(already_abort_tab.count(trans_id)>0)
-  {
-    if(txn_type==DA_WRITE || txn_type==DA_READ||txn_type==DA_COMMIT||txn_type==DA_ABORT)
-    {
-      jump=true;
-      if(txn_type==DA_ABORT)
-        INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+    if (already_abort_tab.count(trans_id)>0) {
+        if (txn_type == DA_WRITE || txn_type == DA_READ || txn_type == DA_COMMIT || txn_type == DA_ABORT) {
+            jump = true;
+            if (txn_type == DA_ABORT) {
+                INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+            }
+        }
     }
-    //else if(txn_type==DA_COMMIT)
-      //txn_type=DA_ABORT;
-  }
 
-  if(!jump)
-  {
-    //enum RC { RCOK = 0, Commit, Abort, WAIT, WAIT_REM, ERROR, FINISH, NONE };
-      itemid_t *item;
-      INDEX *index = _wl->i_datab;
-      uint64_t value[3];
+    if (!jump) {
+        //enum RC { RCOK = 0, Commit, Abort, WAIT, WAIT_REM, ERROR, FINISH, NONE };
+        itemid_t *item;
+        INDEX *index = _wl->i_datab;
+        uint64_t value[3];
 
-      item = index_read(index, item_id, 0);
-      assert(item != NULL);
-      row_t *TempRow = ((row_t *)item->location);
+        item = index_read(index, item_id, 0);
+        assert(item != NULL);
+        row_t *TempRow = ((row_t *)item->location);
 
-      switch (txn_type) {
-        case DA_WRITE: {
-          rc = get_row(TempRow, WR, row);
-          if(rc == RCOK)
-            row->set_value(VALUE, version);
-          else
-          {
-            rc = start_abort();
-            already_abort_tab.insert(trans_id);
-          }
-          break;
+        switch (txn_type) {
+            case DA_WRITE: {
+                rc = get_row(TempRow, WR, row);
+                if (rc == RCOK) {
+                    row->set_value(VALUE, version);
+                } else {
+                    rc = start_abort();
+                    already_abort_tab.insert(trans_id);
+                }
+                break;
+            }
+            case DA_READ: {
+                rc = get_row(TempRow, RD, row);
+                if (rc == RCOK) {
+                    row->get_value(VALUE, value[0]);
+                } else {
+                    rc = start_abort();
+                    already_abort_tab.insert(trans_id);
+                }
+                break;
+            }
+            case DA_COMMIT: {
+                rc=start_commit();
+                break;
+            }
+            case DA_ABORT: {
+                INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+                rc = start_abort();
+                break;
+            }
+            case DA_SCAN: {
+                row_t *TempRow;
+                for (int i = 0; i < ITEM_CNT; i++) {
+                    item = index_read(index, item_id, 0);
+                    assert(item != NULL);
+                    TempRow = ((row_t *)item->location);
+                    rc = get_row(TempRow, WR, row);
+                    row->get_value(VALUE, value[i]);
+                }
+                break;
+            }
         }
-        case DA_READ: {
-          rc = get_row(TempRow, RD, row);
-          if(rc == RCOK)
-            row->get_value(VALUE, value[0]);
-          else
-          {
+        if (rc == Abort || rc == WAIT)
+        {
             rc = start_abort();
-            already_abort_tab.insert(trans_id);
-          }
-          break;
+            abort_history = true;
         }
-        case DA_COMMIT: {
-          rc=start_commit();
-          break;
-        }
-        case DA_ABORT: {
-          INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
-          rc = start_abort();
-          break;
-        }
-        case DA_SCAN: {
-          row_t *TempRow;
-          for (int i = 0; i < ITEM_CNT; i++) {
-            item = index_read(index, item_id, 0);
-            assert(item != NULL);
-            TempRow = ((row_t *)item->location);
-            rc = get_row(TempRow, WR, row);
-            row->get_value(VALUE, value[i]);
-          }
-          break;
-        }
-      }
-      if(rc==Abort||rc==WAIT)
-      {
-        rc = start_abort();
-        abort_history = true;
-      }
-      if (rc == RCOK) {
-        switch (txn_type)
-        {
-          case DA_WRITE:
-            DA_history_mem.push_back('W');
-            break;
-          case DA_READ:
-            DA_history_mem.push_back('R');
-            break;
-          case DA_COMMIT:
+        if (rc == RCOK) {
+            switch (txn_type) {
+                case DA_WRITE:
+                    DA_history_mem.push_back('W');
+                    break;
+                case DA_READ:
+                    DA_history_mem.push_back('R');
+                    break;
+                case DA_COMMIT:
+                    DA_history_mem.push_back('C');
+                    break;
+                case DA_ABORT:
+                    DA_history_mem.push_back('A');
+                    break;
+                case DA_SCAN:
+                    DA_history_mem.push_back('S');
+                    break;
+            }
+            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+            if (txn_type==DA_WRITE || txn_type==DA_READ) {
+                DA_history_mem.push_back(static_cast<char>('a'+item_id));//item_id
+                DA_history_mem.push_back(static_cast<char>('='));//item_id
+                if (txn_type==DA_WRITE) {
+                    DA_history_mem.push_back(static_cast<char>('0'+version));//item_id
+                } else if (txn_type==DA_READ) {
+                    DA_history_mem.push_back(static_cast<char>('0'+value[0]));//item_id
+                }
+            }
+            DA_history_mem.push_back(' ');
+        } else if (rc == Commit) {
             DA_history_mem.push_back('C');
-            break;
-          case DA_ABORT:
+            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+            DA_history_mem.push_back(' ');
+        } else {
             DA_history_mem.push_back('A');
-            break;
-          case DA_SCAN:
-            DA_history_mem.push_back('S');
-            break;
+            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+            DA_history_mem.push_back(' ');
         }
-        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-        if(txn_type==DA_WRITE || txn_type==DA_READ) {
-          DA_history_mem.push_back(static_cast<char>('a'+item_id));//item_id
-          DA_history_mem.push_back(static_cast<char>('='));//item_id
-          if (txn_type==DA_WRITE)
-            DA_history_mem.push_back(static_cast<char>('0'+version));//item_id
-          else if (txn_type==DA_READ)
-            DA_history_mem.push_back(static_cast<char>('0'+value[0]));//item_id
-        } 
-        DA_history_mem.push_back(' ');
-      } else if (rc == Commit) {
-        DA_history_mem.push_back('C');
-        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-        DA_history_mem.push_back(' ');
-      } else {
-        DA_history_mem.push_back('A');
-        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-        DA_history_mem.push_back(' ');
-      }
-  }
-
-  _wl->nextstate = da_query->next_state;
-  if(_wl->nextstate==0)
-  {
-    if(abort_history)
-      abort_file<<DA_history_mem<<endl;
-    else
-      commit_file<<DA_history_mem<<endl;
+    }
 
-    string().swap(DA_history_mem);
-    abort_history=false;
-    da_start_stamp_tab.clear();
-    _wl->reset_tab_idx();
-    already_abort_tab.clear();
-    da_start_trans_tab.clear();
-  }
-  return rc;
+    _wl->nextstate = da_query->next_state;
+    if (_wl->nextstate == 0) {
+        if (abort_history) {
+            abort_file << DA_history_mem << endl;
+        } else {
+            commit_file << DA_history_mem << endl;
+        }
+        string().swap(DA_history_mem);
+        abort_history = false;
+        da_start_stamp_tab.clear();
+        _wl->reset_tab_idx();
+        already_abort_tab.clear();
+        da_start_trans_tab.clear();
+    }
+    return rc;
 }

From 97692ae75ae76f9daa4a646889936942e5397228 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 29 Jan 2021 16:17:09 +0800
Subject: [PATCH 027/102] Regard Scan as multiple Read in DA workload in Deneva

---
 contrib/deneva/benchmarks/da_txn.cpp          | 50 ++++++++++++-------
 .../deneva/concurrency_control/row_maat.cpp   | 10 ++--
 .../concurrency_control/row_sundial.cpp       |  2 +-
 contrib/deneva/storage/row.cpp                | 16 +++---
 contrib/deneva/system/txn.cpp                 |  4 +-
 5 files changed, 48 insertions(+), 34 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 38ca8c72..20a1a645 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -73,16 +73,14 @@ RC DATxnManager::run_txn() {
 
     if (!jump) {
         //enum RC { RCOK = 0, Commit, Abort, WAIT, WAIT_REM, ERROR, FINISH, NONE };
-        itemid_t *item;
-        INDEX *index = _wl->i_datab;
-        uint64_t value[3];
-
-        item = index_read(index, item_id, 0);
-        assert(item != NULL);
-        row_t *TempRow = ((row_t *)item->location);
+        INDEX* index = _wl->i_datab;
+        uint64_t value[ITEM_CNT];
 
         switch (txn_type) {
             case DA_WRITE: {
+                itemid_t* item = index_read(index, item_id, 0);
+                assert(item != NULL);
+                row_t* TempRow = ((row_t *)item->location);
                 rc = get_row(TempRow, WR, row);
                 if (rc == RCOK) {
                     row->set_value(VALUE, version);
@@ -93,6 +91,9 @@ RC DATxnManager::run_txn() {
                 break;
             }
             case DA_READ: {
+                itemid_t* item = index_read(index, item_id, 0);
+                assert(item != NULL);
+                row_t* TempRow = ((row_t *)item->location);
                 rc = get_row(TempRow, RD, row);
                 if (rc == RCOK) {
                     row->get_value(VALUE, value[0]);
@@ -113,12 +114,17 @@ RC DATxnManager::run_txn() {
             }
             case DA_SCAN: {
                 row_t *TempRow;
-                for (int i = 0; i < ITEM_CNT; i++) {
-                    item = index_read(index, item_id, 0);
+                for (int i = 0; i < ITEM_CNT && rc == RCOK; i++) {
+                    itemid_t* item = index_read(index, i, 0);
                     assert(item != NULL);
                     TempRow = ((row_t *)item->location);
-                    rc = get_row(TempRow, WR, row);
-                    row->get_value(VALUE, value[i]);
+                    rc = get_row(TempRow, SCAN, row);
+                    if (rc == RCOK) {
+                        row->get_value(VALUE, value[i]);
+                    } else {
+                        rc = start_abort();
+                        already_abort_tab.insert(trans_id);
+                    }
                 }
                 break;
             }
@@ -146,15 +152,23 @@ RC DATxnManager::run_txn() {
                     DA_history_mem.push_back('S');
                     break;
             }
-            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-            if (txn_type==DA_WRITE || txn_type==DA_READ) {
-                DA_history_mem.push_back(static_cast<char>('a'+item_id));//item_id
+            DA_history_mem.push_back(static_cast<char>('0' + trans_id));//trans_id
+            if (txn_type == DA_WRITE || txn_type == DA_READ) {
+                DA_history_mem.push_back(static_cast<char>('a' + item_id));//item_id
                 DA_history_mem.push_back(static_cast<char>('='));//item_id
-                if (txn_type==DA_WRITE) {
-                    DA_history_mem.push_back(static_cast<char>('0'+version));//item_id
-                } else if (txn_type==DA_READ) {
-                    DA_history_mem.push_back(static_cast<char>('0'+value[0]));//item_id
+                if (txn_type == DA_WRITE) {
+                    DA_history_mem.push_back(static_cast<char>('0' + version));//item_id
+                } else if (txn_type == DA_READ) {
+                    DA_history_mem.push_back(static_cast<char>('0' + value[0]));//item_id
+                }
+            } else if (txn_type == DA_SCAN) {
+                DA_history_mem.push_back('=');
+                DA_history_mem.push_back('{');
+                for (const auto v : value) {
+                    DA_history_mem.push_back(static_cast<char>('0' + v));//item_id
+                    DA_history_mem.push_back(',');
                 }
+                DA_history_mem.back() = '}';
             }
             DA_history_mem.push_back(' ');
         } else if (rc == Commit) {
diff --git a/contrib/deneva/concurrency_control/row_maat.cpp b/contrib/deneva/concurrency_control/row_maat.cpp
index 178553ef..6cf2782a 100644
--- a/contrib/deneva/concurrency_control/row_maat.cpp
+++ b/contrib/deneva/concurrency_control/row_maat.cpp
@@ -40,7 +40,7 @@ RC Row_maat::access(access_t type, TxnManager * txn) {
 #if WORKLOAD == TPCC
     read_and_prewrite(txn);
 #else
-    if (type == RD) read(txn);
+    if (type == RD || type == SCAN) read(txn);
     if (type == WR) prewrite(txn);
 #endif
     uint64_t timespan = get_sys_clock() - starttime;
@@ -179,7 +179,7 @@ RC Row_maat::abort(access_t type, TxnManager * txn) {
     uncommitted_reads->erase(txn->get_txn_id());
     uncommitted_writes->erase(txn->get_txn_id());
 #else
-    if(type == RD) {
+    if(type == RD || type == SCAN) {
         uncommitted_reads->erase(txn->get_txn_id());
     }
 
@@ -250,14 +250,14 @@ RC Row_maat::commit(access_t type, TxnManager * txn, row_t * data) {
 
 #else
     uint64_t txn_commit_ts = txn->get_commit_timestamp();
-    if(type == RD) {
+    if (type == RD || type == SCAN) {
         if (txn_commit_ts > timestamp_last_read) timestamp_last_read = txn_commit_ts;
         uncommitted_reads->erase(txn->get_txn_id());
 
     // Forward validation
     // Check uncommitted writes against this txn's
-        for(auto it = uncommitted_writes->begin(); it != uncommitted_writes->end();it++) {
-        if(txn->uncommitted_writes->count(*it) == 0) {
+        for (auto it = uncommitted_writes->begin(); it != uncommitted_writes->end();it++) {
+        if (txn->uncommitted_writes->count(*it) == 0) {
             // apply timestamps
             // these write txns need to come AFTER this txn
             uint64_t it_lower = time_table.get_lower(txn->get_thd_id(),*it);
diff --git a/contrib/deneva/concurrency_control/row_sundial.cpp b/contrib/deneva/concurrency_control/row_sundial.cpp
index ba9f1935..57ac4234 100644
--- a/contrib/deneva/concurrency_control/row_sundial.cpp
+++ b/contrib/deneva/concurrency_control/row_sundial.cpp
@@ -86,7 +86,7 @@ Row_sundial::access(access_t type, TxnManager * txn, row_t *& row,
                     uint64_t &wts, uint64_t &rts) {
     uint64_t starttime = get_sys_clock();
     RC rc = RCOK;
-    if(type == RD || !OCC_WAW_LOCK)
+    if(type == RD || type == SCAN || !OCC_WAW_LOCK)
         rc = read(txn, wts, rts, true);
     else if(type == WR)
         rc = write(txn, wts, rts);
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 56437e71..3eee3263 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -216,14 +216,14 @@ RC row_t::get_lock(access_t type, TxnManager * txn) {
 }
 
 RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
-        RC rc = RCOK;
-#if MODE==NOCC_MODE || MODE==QRY_ONLY_MODE
+    RC rc = RCOK;
+#if MODE == NOCC_MODE || MODE == QRY_ONLY_MODE
     access->data = this;
-        return rc;
+    return rc;
 #endif
 #if ISOLATION_LEVEL == NOLOCK
     access->data = this;
-        return rc;
+    return rc;
 #endif
 
 #if CC_ALG == CNULL
@@ -238,11 +238,11 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
 #endif
 #if CC_ALG == MAAT
 
-        DEBUG_M("row_t::get_row MAAT alloc \n");
+    DEBUG_M("row_t::get_row MAAT alloc \n");
     txn->cur_row = (row_t *) mem_allocator.alloc(sizeof(row_t));
     txn->cur_row->init(get_table(), get_part_id());
-        rc = this->manager->access(type,txn);
-        txn->cur_row->copy(this);
+    rc = this->manager->access(type,txn);
+    txn->cur_row->copy(this);
 
     access->data = txn->cur_row;
     assert(rc == RCOK);
@@ -347,7 +347,7 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     DEBUG_M("row_t::get_row SILO alloc \n");
     txn->cur_row = (row_t *) mem_allocator.alloc(sizeof(row_t));
     txn->cur_row->init(get_table(), get_part_id());
-    TsType ts_type = (type == RD)? R_REQ : P_REQ;
+    TsType ts_type = (type == RD || type == SCAN)? R_REQ : P_REQ;
     rc = this->manager->access(txn, ts_type, txn->cur_row);
     access->data = txn->cur_row;
     goto end;
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 3e1cdf35..332feae9 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -937,14 +937,14 @@ RC TxnManager::get_row(row_t * row, access_t type, row_t *& row_rtn) {
     if (!access) {
         access_pool.get(get_thd_id(),access);
         rc = row->get_row(type, this, access->data, access->orig_wts, access->orig_rts);
-        if (!OCC_WAW_LOCK || type == RD) {
+        if (!OCC_WAW_LOCK || type == RD || type == SCAN) {
             _min_commit_ts = _min_commit_ts > access->orig_wts ? _min_commit_ts : access->orig_wts;
         } else {
             if (rc == WAIT) ATOM_ADD_FETCH(_num_lock_waits, 1);
             if (rc == Abort || rc == WAIT) return rc;
         }
     }
-    if (!OCC_WAW_LOCK || type == RD) {
+    if (!OCC_WAW_LOCK || type == RD || type == SCAN) {
         access->locked = false;
     } else {
         _min_commit_ts = _min_commit_ts > access->orig_rts + 1 ? _min_commit_ts : access->orig_rts + 1;

From 28b1d8e20f095bbade01f7b32e3b34e6afbe9a5c Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 29 Jan 2021 17:46:31 +0800
Subject: [PATCH 028/102] Fix code format

---
 contrib/deneva/benchmarks/da_txn.cpp          |  2 +
 contrib/deneva/concurrency_control/dli.cpp    |  8 +-
 .../concurrency_control/row_dli_based.cpp     | 74 +++++++++----------
 contrib/deneva/concurrency_control/row_si.cpp | 68 ++++++++---------
 contrib/deneva/storage/row.cpp                | 46 ++++++------
 5 files changed, 100 insertions(+), 98 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 20a1a645..7ae7dc39 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -46,6 +46,8 @@ RC DATxnManager::run_txn() {
     DAQuery *da_query = (DAQuery *)query;
     uint64_t trans_id = da_query->trans_id;
     uint64_t item_id = da_query->item_id;    // item_id from 0-2 represent X,Y,Z
+    assert(trans_id < TRANS_CNT);
+    assert(item_id < ITEM_CNT);
     //uint64_t seq_id = da_query->seq_id;
     uint64_t state = da_query->state;
     uint64_t version = da_query->write_version;
diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index cb18203a..390e57aa 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -198,14 +198,14 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
     return rc;
 }
 
-void Dli::get_rw_set(TxnManager* txn, Dli::RWSet& rset,
-                                         Dli::RWSet& wset) {
+void Dli::get_rw_set(TxnManager* txn, Dli::RWSet& rset, Dli::RWSet& wset) {
     uint64_t len = txn->get_access_cnt();
     for (uint64_t i = 0; i < len; i++) {
-        if (txn->get_access_type(i) == WR)
+        if (txn->get_access_type(i) == WR) {
             wset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
-        else
+        } else {
             rset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
+        }
     }
 #if WORKLOAD == TPCC
     for (const auto& i : wset) rset[i.first] = i.second;
diff --git a/contrib/deneva/concurrency_control/row_dli_based.cpp b/contrib/deneva/concurrency_control/row_dli_based.cpp
index 0d677c3d..415e0f23 100644
--- a/contrib/deneva/concurrency_control/row_dli_based.cpp
+++ b/contrib/deneva/concurrency_control/row_dli_based.cpp
@@ -21,53 +21,53 @@
 #include "txn.h"
 
 void Row_dli_base::init(row_t *row) {
-  _row = row;
-  _latch = (pthread_mutex_t *)mem_allocator.alloc(sizeof(pthread_mutex_t));
-  pthread_mutex_init(_latch, NULL);
-  sem_init(&_semaphore, 0, 1);
-  _cur_version = 0;
-  _rw_transs = new std::vector<Entry>();
-  _rw_transs->emplace_back(0);
-  w_trans = 0;
+    _row = row;
+    _latch = (pthread_mutex_t *)mem_allocator.alloc(sizeof(pthread_mutex_t));
+    pthread_mutex_init(_latch, NULL);
+    sem_init(&_semaphore, 0, 1);
+    _cur_version = 0;
+    _rw_transs = new std::vector<Entry>();
+    _rw_transs->emplace_back(0);
+    w_trans = 0;
 }
 
 RC Row_dli_base::access(TxnManager *txn, TsType type, uint64_t &version) {
-  RC rc = RCOK;
-  // pthread_mutex_lock( _latch );
-  sem_wait(&_semaphore);
-  if (type == R_REQ) {
-    txn->cur_row->copy(_row);
-    version = _cur_version;
-    _rw_transs->back().r_trans_ts.insert(txn->get_start_timestamp());
-  } else if (type == P_REQ) {
-    txn->cur_row->copy(_row);
-    version = UINT64_MAX;
-  } else
-    assert(false);
-  // pthread_mutex_unlock( _latch );
-  sem_post(&_semaphore);
-  return rc;
+    RC rc = RCOK;
+    // pthread_mutex_lock( _latch );
+    sem_wait(&_semaphore);
+    if (type == R_REQ) {
+        txn->cur_row->copy(_row);
+        version = _cur_version;
+        _rw_transs->back().r_trans_ts.insert(txn->get_start_timestamp());
+    } else if (type == P_REQ) {
+        txn->cur_row->copy(_row);
+        version = UINT64_MAX;
+    } else
+        assert(false);
+    // pthread_mutex_unlock( _latch );
+    sem_post(&_semaphore);
+    return rc;
 }
 
 void Row_dli_base::latch() {
-  // pthread_mutex_lock( _latch );
-  sem_wait(&_semaphore);
+    // pthread_mutex_lock( _latch );
+    sem_wait(&_semaphore);
 }
 
 uint64_t Row_dli_base::write(row_t *data, TxnManager* txn, const access_t type) {
-  uint64_t res = 0;
-  if (type == WR) {
-    latch();
-    res = _rw_transs->size();
-    //assert(txn->get_commit_timestamp() >= _rw_transs->at(res - 1).w_ts);
-    _rw_transs->emplace_back(txn->get_commit_timestamp());
-    release();
-  }
-  if (w_trans == txn->get_start_timestamp()) w_trans = 0;
-  return res;
+    uint64_t res = 0;
+    if (type == WR) {
+        latch();
+        res = _rw_transs->size();
+        //assert(txn->get_commit_timestamp() >= _rw_transs->at(res - 1).w_ts);
+        _rw_transs->emplace_back(txn->get_commit_timestamp());
+        release();
+    }
+    if (w_trans == txn->get_start_timestamp()) w_trans = 0;
+    return res;
 }
 
 void Row_dli_base::release() {
-  // pthread_mutex_unlock( _latch );
-  sem_post(&_semaphore);
+    // pthread_mutex_unlock( _latch );
+    sem_post(&_semaphore);
 }
diff --git a/contrib/deneva/concurrency_control/row_si.cpp b/contrib/deneva/concurrency_control/row_si.cpp
index ed9d5bca..42976baa 100644
--- a/contrib/deneva/concurrency_control/row_si.cpp
+++ b/contrib/deneva/concurrency_control/row_si.cpp
@@ -5,47 +5,47 @@
 #include "../system/mem_alloc.h"
 #include "dli.h"
 inline bool TupleSatisfiesMVCC(const SIEntry& tuple, const ts_t start_ts) {
-  return tuple.commit_ts < start_ts;
+    return tuple.commit_ts < start_ts;
 }
 void Row_si::init(row_t* row) {
-  row_ = row;
-  versions_ = new TSNode<SIEntry>(row_, 0, 0);
-  latch_ = (pthread_mutex_t*)mem_allocator.alloc(sizeof(pthread_mutex_t));
-  pthread_mutex_init(latch_, NULL);
-  w_trans = 0;
-  timestamp_last_write = 0;
+    row_ = row;
+    versions_ = new TSNode<SIEntry>(row_, 0, 0);
+    latch_ = (pthread_mutex_t*)mem_allocator.alloc(sizeof(pthread_mutex_t));
+    pthread_mutex_init(latch_, NULL);
+    w_trans = 0;
+    timestamp_last_write = 0;
 }
 RC Row_si::access(TxnManager* txn, TsType type, uint64_t& version) {
-  uint64_t start_time = get_sys_clock();
-  ts_t ts = txn->get_start_timestamp();
-  if (type == R_REQ) {
-    txn->cur_row = row_;
-    version = 0;
-    for (TSNode<SIEntry>* v = versions_.load(); v != nullptr; v = v->next_) {
-      if (v->commit_ts < ts) {
-        txn->cur_row = v->row;
-        version = v->commit_ts;
-        //std::lock_guard<std::mutex> l(v->mutex);
-        //v->r_trans_ts.push_back(ts);
-        break;
-      }
-    }
-  } else
-    assert(false);
-  uint64_t timespan = get_sys_clock() - start_time;
-  txn->txn_stats.cc_time += timespan;
-  txn->txn_stats.cc_time_short += timespan;
-  return RCOK;
+    uint64_t start_time = get_sys_clock();
+    ts_t ts = txn->get_start_timestamp();
+    if (type == R_REQ) {
+        txn->cur_row = row_;
+        version = 0;
+        for (TSNode<SIEntry>* v = versions_.load(); v != nullptr; v = v->next_) {
+            if (v->commit_ts < ts) {
+                txn->cur_row = v->row;
+                version = v->commit_ts;
+                //std::lock_guard<std::mutex> l(v->mutex);
+                //v->r_trans_ts.push_back(ts);
+                break;
+            }
+        }
+    } else
+        assert(false);
+    uint64_t timespan = get_sys_clock() - start_time;
+    txn->txn_stats.cc_time += timespan;
+    txn->txn_stats.cc_time_short += timespan;
+    return RCOK;
 }
 void Row_si::latch() { pthread_mutex_lock(latch_); }
 void Row_si::release() { pthread_mutex_unlock(latch_); }
 
 uint64_t Row_si::write(row_t* data, TxnManager* txn, access_t type) {
-  uint64_t res = 0;
-  if (type == WR) {
-    res = TSNode<SIEntry>::push_front(versions_, data, txn->get_start_timestamp(), txn->get_commit_timestamp())->commit_ts;
-    timestamp_last_write = txn->get_commit_timestamp();
-  }
-  if (w_trans == txn->get_start_timestamp()) w_trans = 0;
-  return res;
+    uint64_t res = 0;
+    if (type == WR) {
+        res = TSNode<SIEntry>::push_front(versions_, data, txn->get_start_timestamp(), txn->get_commit_timestamp())->commit_ts;
+        timestamp_last_write = txn->get_commit_timestamp();
+    }
+    if (w_trans == txn->get_start_timestamp()) w_trans = 0;
+    return res;
 }
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 3eee3263..65694211 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -298,7 +298,7 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
             assert(access->data->get_table_name() != NULL);
         }
     }
-    if (rc != Abort && (CC_ALG == MVCC  || CC_ALG == SSI || CC_ALG == WSI) && type == WR) {
+    if (rc != Abort && (CC_ALG == MVCC || CC_ALG == SSI || CC_ALG == WSI) && type == WR) {
         DEBUG_M("row_t::get_row MVCC alloc \n");
         row_t * newr = (row_t *) mem_allocator.alloc(sizeof(row_t));
         newr->init(this->get_table(), get_part_id());
@@ -315,33 +315,33 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     access->data = txn->cur_row;
     goto end;
 #elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-  // DLI always make a local copy regardless of read or write
-  DEBUG_M("row_t::get_row DLI alloc \n");
-  txn->cur_row = (row_t *)mem_allocator.alloc(sizeof(row_t));
-  txn->cur_row->init(get_table(), get_part_id());
-  rc = this->manager->access(txn, type == WR ? P_REQ : R_REQ, access->version);
-  access->data = txn->cur_row;
+    // DLI always make a local copy regardless of read or write
+    DEBUG_M("row_t::get_row DLI alloc \n");
+    txn->cur_row = (row_t *)mem_allocator.alloc(sizeof(row_t));
+    txn->cur_row->init(get_table(), get_part_id());
+    rc = this->manager->access(txn, type == WR ? P_REQ : R_REQ, access->version);
+    access->data = txn->cur_row;
 #if CC_ALG == DLI_BASE
-  if (rc == RCOK) {
-    rc = dli_man.validate(txn, false);
-  }
+    if (rc == RCOK) {
+        rc = dli_man.validate(txn, false);
+    }
 #endif
-  goto end;
+    goto end;
 #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-  rc = this->manager->access(txn, R_REQ, access->version);
-  if (type == WR) {
-    DEBUG_M("row_t::get_row SI alloc \n");
-    row_t *newer = (row_t *)mem_allocator.alloc(sizeof(row_t));
-    newer->init(get_table(), get_part_id());
-    newer->copy(txn->cur_row);
-    txn->cur_row = newer;
-  }
+    rc = this->manager->access(txn, R_REQ, access->version);
+    if (type == WR) {
+        DEBUG_M("row_t::get_row SI alloc \n");
+        row_t *newer = (row_t *)mem_allocator.alloc(sizeof(row_t));
+        newer->init(get_table(), get_part_id());
+        newer->copy(txn->cur_row);
+        txn->cur_row = newer;
+    }
 
-  access->data = txn->cur_row;
+    access->data = txn->cur_row;
 #if CC_ALG == DLI_MVCC
-  rc = dli_man.validate(txn, false);
+    rc = dli_man.validate(txn, false);
 #endif
-  goto end;
+    goto end;
 #elif CC_ALG == SILO
     // like OCC, sundial also makes a local copy for each read/write
     DEBUG_M("row_t::get_row SILO alloc \n");
@@ -353,7 +353,7 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     goto end;
 #elif CC_ALG == HSTORE || CC_ALG == HSTORE_SPEC || CC_ALG == CALVIN
 #if CC_ALG == HSTORE_SPEC
-    if(txn_table.spec_mode) {
+    if (txn_table.spec_mode) {
         DEBUG_M("row_t::get_row HSTORE_SPEC alloc \n");
         txn->cur_row = (row_t *) mem_allocator.alloc(sizeof(row_t));
         txn->cur_row->init(get_table(), get_part_id());

From 7b5c76934082c5ae45f970edce8c5f0c2cc5ab84 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 29 Jan 2021 20:36:08 +0800
Subject: [PATCH 029/102] Fix DLI missed judgment in Deneva

---
 contrib/deneva/benchmarks/da_txn.cpp          |  2 +-
 contrib/deneva/concurrency_control/dli.cpp    |  2 +-
 contrib/deneva/concurrency_control/dli.h      |  1 +
 contrib/deneva/concurrency_control/row_si.cpp |  3 +-
 contrib/deneva/concurrency_control/row_si.h   | 60 +++++++++----------
 contrib/deneva/system/global.h                |  2 +-
 contrib/deneva/system/txn.cpp                 |  4 ++
 contrib/deneva/system/txn.h                   |  1 +
 8 files changed, 41 insertions(+), 34 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 7ae7dc39..0fb3c51b 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -61,7 +61,7 @@ RC DATxnManager::run_txn() {
     fflush(stdout);
 #endif
     if (_wl->nextstate != 0) {
-        while (state != _wl->nextstate&&!simulation->is_done());
+        while (state != _wl->nextstate && !simulation->is_done());
     }
 
     if (already_abort_tab.count(trans_id)>0) {
diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 390e57aa..e95e0986 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -157,7 +157,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
         }
         bool res = false;
         for (TSNode<DliValidatedTxn>* tl = dli->validated_txns_.load();
-                tl != nullptr && tl->start_ts_ > ts;
+                tl != nullptr && tl != txn->history_dli_txn_head;
                 tl = tl->next_) {//cur_trans is active tran table
             if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
index 0b7bdde7..e407327b 100644
--- a/contrib/deneva/concurrency_control/dli.h
+++ b/contrib/deneva/concurrency_control/dli.h
@@ -44,6 +44,7 @@ struct DliValidatedTxn {
     Dli::RWSet rset_;
     Dli::RWSet wset_;
     const ts_t start_ts_;
+    ts_t commit_ts_;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     std::atomic<uint64_t> lower_;
     std::atomic<uint64_t> upper_;
diff --git a/contrib/deneva/concurrency_control/row_si.cpp b/contrib/deneva/concurrency_control/row_si.cpp
index 42976baa..fb1ef59b 100644
--- a/contrib/deneva/concurrency_control/row_si.cpp
+++ b/contrib/deneva/concurrency_control/row_si.cpp
@@ -30,8 +30,9 @@ RC Row_si::access(TxnManager* txn, TsType type, uint64_t& version) {
                 break;
             }
         }
-    } else
+    } else {
         assert(false);
+    }
     uint64_t timespan = get_sys_clock() - start_time;
     txn->txn_stats.cc_time += timespan;
     txn->txn_stats.cc_time_short += timespan;
diff --git a/contrib/deneva/concurrency_control/row_si.h b/contrib/deneva/concurrency_control/row_si.h
index ca78ea02..f572e029 100644
--- a/contrib/deneva/concurrency_control/row_si.h
+++ b/contrib/deneva/concurrency_control/row_si.h
@@ -9,45 +9,45 @@
 
 class TxnManager;
 struct SIEntry {
-  SIEntry(row_t* const row, const ts_t w_ts, const ts_t commit_ts)
-      : row(row), w_ts(w_ts), commit_ts(commit_ts) {}
-  SIEntry(const SIEntry&) = delete;
-  SIEntry(SIEntry&&) = default;
-  row_t* row;
-  ts_t w_ts;
-  ts_t commit_ts;
-  std::mutex mutex;
+    SIEntry(row_t* const row, const ts_t w_ts, const ts_t commit_ts)
+            : row(row), w_ts(w_ts), commit_ts(commit_ts) {}
+    SIEntry(const SIEntry&) = delete;
+    SIEntry(SIEntry&&) = default;
+    row_t* row;
+    ts_t w_ts;
+    ts_t commit_ts;
+    std::mutex mutex;
 };
 
 template <typename T>
 class TSNode : public T {
- public:
-  using T::T;
+  public:
+    using T::T;
 
-  template <typename ...Args>
-  static TSNode<T>* push_front(std::atomic<TSNode<T>*>& head, Args&&... args) {
-      TSNode<T>* new_head = new TSNode<T>(std::forward<Args>(args)...);
-      new_head->next_ = head.load(std::memory_order_relaxed);
-      while (!head.compare_exchange_weak(new_head->next_, new_head, std::memory_order_release, std::memory_order_relaxed));
-      return new_head;
-  }
+    template <typename ...Args>
+    static TSNode<T>* push_front(std::atomic<TSNode<T>*>& head, Args&&... args) {
+        TSNode<T>* new_head = new TSNode<T>(std::forward<Args>(args)...);
+        new_head->next_ = head.load(std::memory_order_relaxed);
+        while (!head.compare_exchange_weak(new_head->next_, new_head, std::memory_order_release, std::memory_order_relaxed));
+        return new_head;
+    }
 
-  TSNode* next_ = nullptr;
+    TSNode* next_ = nullptr;
 };
 
 class Row_si {
- public:
-  void init(row_t* row);
-  RC access(TxnManager* txn, TsType type, uint64_t& version);
-  uint64_t write(row_t* data, TxnManager* txn, access_t type);
-  void latch();
-  void release();
-  std::atomic<uint64_t> w_trans;
-  std::atomic<ts_t> timestamp_last_write;
+  public:
+    void init(row_t* row);
+    RC access(TxnManager* txn, TsType type, uint64_t& version);
+    uint64_t write(row_t* data, TxnManager* txn, access_t type);
+    void latch();
+    void release();
+    std::atomic<uint64_t> w_trans;
+    std::atomic<ts_t> timestamp_last_write;
 
- private:
-  pthread_mutex_t* latch_;
-  row_t* row_;
-  std::atomic<TSNode<SIEntry>*> versions_;
+  private:
+    pthread_mutex_t* latch_;
+    row_t* row_;
+    std::atomic<TSNode<SIEntry>*> versions_;
 };
 #endif
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index d6859c0f..018f496d 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -345,7 +345,7 @@ enum access_t {RD, WR, XP, SCAN};
 /* LOCK */
 enum lock_t {LOCK_EX = 0, LOCK_SH, LOCK_NONE, LOCK_COM};
 /* TIMESTAMP */
-enum TsType {R_REQ = 0, W_REQ, P_REQ, XP_REQ};
+enum TsType {R_REQ = 0, W_REQ, P_REQ, XP_REQ, S_REQ};
 
 /*DA query build queue*/
 //queue<DAQuery> query_build_queue;
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 332feae9..bbff4872 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -369,6 +369,10 @@ void TxnManager::init(uint64_t thd_id, Workload * h_wl) {
   // write_set = (int *) mem_allocator.alloc(sizeof(int) * 100);
 #endif
 
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    history_dli_txn_head = dli_man.validated_txns_.load();
+#endif
+
     registed_ = false;
     txn_ready = true;
     twopl_wait_start = 0;
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 7c9c61bd..4db9ee85 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -296,6 +296,7 @@ class TxnManager {
 
 #if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     DliValidatedTxn* dli_txn = nullptr;
+    DliValidatedTxn* history_dli_txn_head = nullptr;
 #endif
 
 protected:

From 303c2d80832f467714fcf887f1bb5798126c0b2e Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 1 Feb 2021 16:36:18 +0800
Subject: [PATCH 030/102] Support config with_write in 3TS-DA

---
 config.cfg.template                    |  1 +
 src/3ts/backend/history/generator.h    | 10 +++++++---
 src/3ts/backend/history/parse_config.h |  1 +
 src/3ts/backend/util/generic.h         |  1 +
 4 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/config.cfg.template b/config.cfg.template
index 71c9d34b..2b8f2d65 100644
--- a/config.cfg.template
+++ b/config.cfg.template
@@ -36,6 +36,7 @@ TraversalGenerator = {
 	subtask_id = 0L; // the id of subtask to run
 	with_abort = true; // generate history with Abort operation
   with_scan = "NO"; // generate history with ScanOdd operation ("NO", "SOME", "ALL")
+  with_write = "SOME"; // generate history with Write operation ("NO", "SOME", "ALL")
 	tail_tcl = false; // generate TCL operation only on the tail of history
   allow_empty_trans = false; // transactions generated can be without DML operations
   dynamic_history_len = false; // number of DML operation can be less than <max_dml>
diff --git a/src/3ts/backend/history/generator.h b/src/3ts/backend/history/generator.h
index 9e4613a6..90c96f8e 100644
--- a/src/3ts/backend/history/generator.h
+++ b/src/3ts/backend/history/generator.h
@@ -149,7 +149,8 @@ class TraversalHistoryGenerator : public HistoryGenerator {
         tail_tcl_(opt.tail_tcl),
         allow_empty_trans_(opt.allow_empty_trans),
         dynamic_history_len_(opt.dynamic_history_len),
-        with_scan_(opt.with_scan) {}
+        with_scan_(opt.with_scan),
+        with_write_(opt.with_write) {}
 
   void DeliverHistories(const std::function<void(History &&)> &handle) const {
     std::vector<Operation> tmp_operations;
@@ -210,7 +211,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
 
     if (dfs_cnt_ == subtask_num_) {
       if ((with_scan_ != Options::Intensity::ALL || check_has_operation(Operation::Type::SCAN_ODD)) &&
-          (check_has_operation(Operation::Type::WRITE)) && // cannot all readonly transactions
+          (with_write_ != Options::Intensity::ALL || check_has_operation(Operation::Type::WRITE)) && // cannot all readonly transactions
           (allow_empty_trans_ || max_trans_id == trans_num_)) {
         handle(History(max_trans_id, max_item_id, operations), max_trans_id);
       } else {
@@ -242,7 +243,9 @@ class TraversalHistoryGenerator : public HistoryGenerator {
           }
         };
         fill_dml(Operation::ReadTypeConstant());
-        fill_dml(Operation::WriteTypeConstant());
+        if (with_write_ != Options::Intensity::NO) {
+          fill_dml(Operation::WriteTypeConstant());
+        }
       }
       if (with_scan_ != Options::Intensity::NO &&
           !(cur > 0 && operations[cur - 1].type() == Operation::Type::SCAN_ODD &&
@@ -339,6 +342,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   const bool allow_empty_trans_;
   const bool dynamic_history_len_;
   const Options::Intensity with_scan_;
+  const Options::Intensity with_write_;
 };
 uint64_t TraversalHistoryGenerator::cut_down_ = 0;
 }  // namespace ttts
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index d8455165..4c9964ee 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -49,6 +49,7 @@ std::shared_ptr<ttts::HistoryGenerator> GeneratorParse(const libconfig::Config &
       opt.dynamic_history_len = s.lookup("dynamic_history_len");
       opt.allow_empty_trans = s.lookup("allow_empty_trans");
       opt.with_scan = IntensityParse(s.lookup("with_scan"));
+      opt.with_write = IntensityParse(s.lookup("with_write"));
       if (name == "TraversalGenerator") {
         opt.subtask_num = s.lookup("subtask_num");
         opt.subtask_id = s.lookup("subtask_id");
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 6fd28788..d95dce4e 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -361,6 +361,7 @@ struct Options {
   bool dynamic_history_len;
 
   Intensity with_scan;
+  Intensity with_write;
 };
 
 }  // namespace ttts

From 9a783d818ed6ca7b939ce6091bb7b7628a59b6db Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 2 Feb 2021 15:02:27 +0800
Subject: [PATCH 031/102] Add DLI to 3TS-DA

---
 .../cca/occ_algorithm/trans/dli_trans.h       | 165 ++++++++++++++++++
 src/3ts/backend/history/parse_config.h        |   3 +
 2 files changed, 168 insertions(+)
 create mode 100644 src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h

diff --git a/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
new file mode 100644
index 00000000..72dbe163
--- /dev/null
+++ b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
@@ -0,0 +1,165 @@
+/*
+ * Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+#pragma once
+#include "../env/si_env.h"
+#include "../occ_algorithm.h"
+namespace ttts {
+namespace occ_algorithm {
+
+class DLITransactionDesc
+    : public SITransactionDesc<DLITransactionDesc, SIEnvironmentDesc, Anomally> {
+ public:
+  static std::string name;
+
+  DLITransactionDesc(const uint64_t trans_id, const uint64_t start_ts,
+                                   Snapshot&& snapshot, env_desc_type& env_desc)
+      : SITransactionDesc(trans_id, start_ts, std::move(snapshot), env_desc) {}
+
+  virtual std::optional<Anomally> Commit(const uint64_t commit_ts) override {
+    THROW_ANOMALY(SITransactionDesc::Commit(commit_ts));
+    MergeToHistoryTransRecursive();
+    return {};
+  }
+
+ private:
+  virtual std::optional<Anomally> CheckConflict(const uint64_t) override {
+    for (const auto& pair : r_items_) {
+      if (env_desc_.HasVersion(pair.first, pair.second->version_ + 1)) {
+        const auto& later_item = env_desc_.GetVersion(pair.first, pair.second->version_ + 1);
+        if (Has(w_items_, pair.first)) {
+          return Anomally::LOST_UPDATE;
+        }
+        const DLITransactionDesc* const tl = later_item.w_trans_;
+        if (tl) {
+          THROW_ANOMALY(CheckCrossWithTrans(*tl));
+          tl->MergeTo(*this);
+        }
+      }
+    }
+    return {};
+  }
+
+  std::optional<Anomally> CheckCrossWithTrans(const DLITransactionDesc& tl) const {
+    assert(tl.is_committed());
+    for (const auto& pair : tl.r_items_) {
+      if (Has(w_items_, pair.first)) {
+        return Anomally::WRITE_SKEW;
+      } else if (Has(r_items_, pair.first) &&
+                 pair.second->version_ < AssertGet(r_items_, pair.first)->version_) {
+        return Anomally::THREE_TRANS_WRITE_SKEW;
+      }
+    }
+    for (const auto& pair : tl.i_items_) {
+      if (Has(w_items_, pair.first)) {
+        return Anomally::MULTI_TRANS_ANOMALY;
+      } else if (Has(r_items_, pair.first) &&
+                 pair.second->version_ < AssertGet(r_items_, pair.first)->version_) {
+        return Anomally::MULTI_TRANS_ANOMALY;
+      }
+    }
+    for (const auto& pair : tl.w_items_) {
+      if (Has(w_items_, pair.first)) {
+        return Anomally::READ_WRITE_SKEW;
+      } else if (Has(r_items_, pair.first) &&
+                 pair.second->version_ <= AssertGet(r_items_, pair.first)->version_) {
+        return Anomally::READ_SKEW;
+      }
+    }
+    return {};
+  }
+
+  void MergeToHistoryTransRecursive() const {
+    std::vector<item_type*> empty_items_to_merge;
+    std::unordered_set<uint64_t> empty_transs_merged;
+    MergeToHistoryTransRecursive(empty_items_to_merge, empty_transs_merged);
+  }
+
+  void MergeToHistoryTransRecursive(const std::vector<item_type*>& items_to_merge,
+                                    std::unordered_set<uint64_t>& transs_merged) const {
+    const auto merge = [&transs_merged, &items_to_merge,
+                        this](DLITransactionDesc& tl) {
+      if (!Has(transs_merged, tl.trans_id_)) {
+        transs_merged.emplace(tl.trans_id_);
+        const auto items_merged =
+            items_to_merge.empty() ? MergeTo(tl) : MergeTo(items_to_merge, tl);
+        if (!items_merged.empty()) {
+          tl.MergeToHistoryTransRecursive(items_merged, transs_merged);
+        }
+      }
+    };
+    for (const auto& pair_item : w_items_) {
+      const item_type& last_item =
+          env_desc_.GetVersion(pair_item.first, pair_item.second->version_ - 1);
+      bool merged = false;
+      for (const auto& pair_r_trans : last_item.r_transs_) {
+        if (pair_r_trans.second->trans_id_ != trans_id_ &&
+            pair_r_trans.second->is_committed()) {  // eg: "R1x W1x C1" will cause same trans_id
+          merge(*pair_r_trans.second);
+          merged = true;
+        }
+      }
+      if (!merged && last_item.w_trans_) {
+        merge(*last_item.w_trans_);
+      }
+    }
+    for (const auto& pair : r_items_) {
+      DLITransactionDesc* const w_trans = pair.second->w_trans_;
+      if (w_trans) {  // maybe it is a initial version
+        merge(*w_trans);
+      }
+    }
+  }
+
+  void MergeOneItemTo(DLITransactionDesc& tl, item_type& item,
+                      std::vector<item_type*>& items_merged) const {
+    if (Has(tl.r_items_, item.item_id_)) {
+      assert(AssertGet(tl.r_items_, item.item_id_)->version_ <= item.version_);
+    } else if (Has(tl.w_items_, item.item_id_)) {
+      assert(AssertGet(tl.w_items_, item.item_id_)->version_ <= item.version_);
+    } else if (!Has(tl.i_items_, item.item_id_) ||
+               AssertGet(tl.i_items_, item.item_id_)->version_ > item.version_) {
+      tl.i_items_[item.item_id_] = &item;
+      items_merged.emplace_back(&item);
+    }
+  }
+
+  std::vector<item_type*> MergeTo(DLITransactionDesc& tl) const {
+    assert(is_committed());
+    std::vector<ItemVersionDesc<DLITransactionDesc>*> merged_items;
+    for (auto& pair : r_items_) {
+      MergeOneItemTo(tl, *pair.second, merged_items);
+    }
+    for (const auto& pair : i_items_) {
+      MergeOneItemTo(tl, *pair.second, merged_items);
+    }
+    for (const auto& pair : w_items_) {
+      MergeOneItemTo(tl, env_desc_.GetVersion(pair.first, pair.second->version_ - 1), merged_items);
+    }
+    return merged_items;
+  }
+
+  std::vector<item_type*> MergeTo(const std::vector<item_type*>& items_to_merge,
+                                  DLITransactionDesc& tl) const {
+    assert(is_committed());
+    std::vector<ItemVersionDesc<DLITransactionDesc>*> merged_items;
+    for (item_type* const item : items_to_merge) {
+      MergeOneItemTo(tl, *item, merged_items);
+    }
+    return merged_items;
+  }
+
+  set_type i_items_;
+};
+
+std::string DLITransactionDesc::name = "DLI";
+
+}  // namespace occ_algorithm
+}  // namespace ttts
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index 4c9964ee..a39e573c 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -17,6 +17,7 @@
 #include "../cca/occ_algorithm/trans/focc_trans.h"
 #include "../cca/occ_algorithm/trans/ssi_trans.h"
 #include "../cca/occ_algorithm/trans/wsi_trans.h"
+#include "../cca/occ_algorithm/trans/dli_trans.h"
 #include "../cca/serializable_algorithm.h"
 #include "../util/generic.h"
 #include "generator.h"
@@ -77,6 +78,8 @@ void AlgorithmParseInternal_(const libconfig::Config &cfg, const std::string &al
     add_algorithm(std::make_shared<ttts::OCCAlgorithm<occ_algorithm::BoccTransactionDesc>>());
   } else if (algorithm_name == "FOCC") {
     add_algorithm(std::make_shared<ttts::OCCAlgorithm<occ_algorithm::FoccTransactionDesc>>());
+  } else if (algorithm_name == "DLI") {
+    add_algorithm(std::make_shared<ttts::OCCAlgorithm<occ_algorithm::DLITransactionDesc>>());
   } else if constexpr (only_rollback_rate) {
     throw "Unknown algorithm name " + algorithm_name +
         " in algorithms supporting rollback rate statistics";

From 7dc0f15095f3f284a541f0ce48c6bd7e5e21ac4f Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 2 Feb 2021 21:00:27 +0800
Subject: [PATCH 032/102] Update wset version when transaction over in DLI
 algorithm in Deneva

---
 contrib/deneva/concurrency_control/dli.h |  1 -
 contrib/deneva/system/txn.cpp            | 11 +++++++++++
 2 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
index e407327b..0b7bdde7 100644
--- a/contrib/deneva/concurrency_control/dli.h
+++ b/contrib/deneva/concurrency_control/dli.h
@@ -44,7 +44,6 @@ struct DliValidatedTxn {
     Dli::RWSet rset_;
     Dli::RWSet wset_;
     const ts_t start_ts_;
-    ts_t commit_ts_;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     std::atomic<uint64_t> lower_;
     std::atomic<uint64_t> upper_;
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index bbff4872..629c384d 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -842,6 +842,17 @@ void TxnManager::cleanup_row(RC rc, uint64_t rid) {
         }
     }
 #endif
+
+#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+    Dli::RWSet::iterator it;
+    if (type == WR && dli_txn && (it = dli_txn->wset_.find(orig_r)) != dli_txn->wset_.end()) {
+      // We need not lock wset_ because once dli_txn can be visiable to other transactions, the size
+      // of wset will not be changed. We only update the version of each row has been written.
+      // TODO: the value of wset should be atomical
+      it->second = version;
+    }
+#endif
+
 #endif
     if (type == WR) txn->accesses[rid]->version = version;
 #if CC_ALG == SUNDIAL

From 1ac7f4413f3a5c68695fab8b8e36d7e97af4c9f2 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 3 Feb 2021 10:41:35 +0800
Subject: [PATCH 033/102] Compare current transaction's start_ts with
 concurrency transaction's commit_ts when DLI validate in Deneva

---
 contrib/deneva/concurrency_control/dli.cpp |  5 ++--
 contrib/deneva/concurrency_control/dli.h   |  1 +
 contrib/deneva/storage/row.cpp             | 32 +++++++++++-----------
 3 files changed, 20 insertions(+), 18 deletions(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index e95e0986..8b469650 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -157,7 +157,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
         }
         bool res = false;
         for (TSNode<DliValidatedTxn>* tl = dli->validated_txns_.load();
-                tl != nullptr && tl != txn->history_dli_txn_head;
+                tl != nullptr && tl != txn->history_dli_txn_head && tl->commit_ts_ > ts;
                 tl = tl->next_) {//cur_trans is active tran table
             if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
@@ -242,6 +242,7 @@ void Dli::finish_trans(RC rc, TxnManager* txn) {
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
         // transaction commit successfully and the timestamp of the transaction is certained
         txn->dli_txn->upper_ = txn->dli_txn->lower_.load() + 1;
+        txn->dli_txn->commit_ts_ = txn->commit_timestamp;
 #endif
     }
 #endif
@@ -258,7 +259,7 @@ RC Dli::find_bound(TxnManager* txn) {
         rc = Abort;
     } else {
         dta_time_table.set_state(tid, txnid, DTA_COMMITTED);
-        txn->commit_timestamp = lower;
+        txn->commit_timestamp = lower + 1;
     }
     DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", tid, rc, lower, upper, txn->commit_timestamp);
     return rc;
diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
index 0b7bdde7..e407327b 100644
--- a/contrib/deneva/concurrency_control/dli.h
+++ b/contrib/deneva/concurrency_control/dli.h
@@ -44,6 +44,7 @@ struct DliValidatedTxn {
     Dli::RWSet rset_;
     Dli::RWSet wset_;
     const ts_t start_ts_;
+    ts_t commit_ts_;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
     std::atomic<uint64_t> lower_;
     std::atomic<uint64_t> upper_;
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 65694211..0a6ffa58 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -481,24 +481,24 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
     manager->release();
     return 0;
 #elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-  assert(row != NULL);
-  uint64_t version = 0;
-  version = manager->write(row, txn, type);
-  row->free_row();
-  DEBUG_M("row_t::return_row DLT1 free \n");
-  mem_allocator.free(row, sizeof(row_t));
-  return version;
-#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-  assert(row != NULL);
-  uint64_t version = 0;
-  if (type == WR) {
+    assert(row != NULL);
+    uint64_t version = 0;
     version = manager->write(row, txn, type);
-  } else if (type == XP) {
-    manager->write(row, txn, type);
     row->free_row();
+    DEBUG_M("row_t::return_row DLT1 free \n");
     mem_allocator.free(row, sizeof(row_t));
-  }
-  return version;
+    return version;
+#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+    assert(row != NULL);
+    uint64_t version = 0;
+    if (type == WR) {
+      version = manager->write(row, txn, type);
+    } else if (type == XP) {
+      manager->write(row, txn, type);
+      row->free_row();
+      mem_allocator.free(row, sizeof(row_t));
+    }
+    return version;
 #elif CC_ALG == CNULL
     assert (row != NULL);
     if (rc == Abort) {
@@ -508,7 +508,7 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
     }
 
     row->free_row();
-    DEBUG_M("row_t::return_row Maat free \n");
+    DEBUG_M("roversionreturn_row Maat free \n");
     mem_allocator.free(row, sizeof(row_t));
     return 0;
 #elif CC_ALG == MAAT

From 43c3b62ced864e53dfd08410b5a83729a44a6b9d Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 3 Feb 2021 15:00:29 +0800
Subject: [PATCH 034/102] Release TxnManager when transaction aborts in DA
 workload in Deneva

---
 contrib/deneva/system/worker_thread.cpp | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index d7b7dd30..9bc5f816 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -277,12 +277,15 @@ void WorkerThread::abort() {
     INC_STATS(get_thd_id(), trans_finish_time, finish_timespan);
     INC_STATS(get_thd_id(), trans_abort_time, finish_timespan);
     INC_STATS(get_thd_id(), trans_total_run_time, timespan_short);
-    #if WORKLOAD != DA //actually DA do not need real abort. Just count it and do not send real abort msg.
-    uint64_t penalty =
-        abort_queue.enqueue(get_thd_id(), txn_man->get_txn_id(), txn_man->get_abort_cnt());
-
+#if WORKLOAD == DA
+    // DA do not need retry abort transactions. Just count it and do not send real abort msg.
+    // If not release txn man, later transactions will use the same txn_man which remains the
+    // current data and will not be initialized.
+    release_txn_man();
+#else
+    abort_queue.enqueue(get_thd_id(), txn_man->get_txn_id(), txn_man->get_abort_cnt());
     txn_man->txn_stats.total_abort_time += penalty;
-    #endif
+#endif
 }
 
 TxnManager * WorkerThread::get_transaction_manager(Message * msg) {

From 95ccd0c2fdf2018c63a4e79cbd859bc9df732e88 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 3 Feb 2021 15:53:23 +0800
Subject: [PATCH 035/102] Fix DLI anomaly leak by not comparing commit_ts and
 start_ts in Deneva

---
 contrib/deneva/concurrency_control/dli.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
index 8b469650..8ed04c0f 100644
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ b/contrib/deneva/concurrency_control/dli.cpp
@@ -157,7 +157,7 @@ static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
         }
         bool res = false;
         for (TSNode<DliValidatedTxn>* tl = dli->validated_txns_.load();
-                tl != nullptr && tl != txn->history_dli_txn_head && tl->commit_ts_ > ts;
+                tl != nullptr && tl != txn->history_dli_txn_head;
                 tl = tl->next_) {//cur_trans is active tran table
             if (tl->is_abort_.load()) continue;
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3

From 44ad3bab7e4bf13808c93ac71e33388eb0bebfa7 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 3 Feb 2021 21:37:24 +0800
Subject: [PATCH 036/102] Update DLI algorithm in 3TS-DA

---
 .../cca/occ_algorithm/trans/dli_trans.h       | 197 ++++++++----------
 1 file changed, 85 insertions(+), 112 deletions(-)

diff --git a/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
index 72dbe163..094b2bb7 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
@@ -11,6 +11,7 @@
 #pragma once
 #include "../env/si_env.h"
 #include "../occ_algorithm.h"
+
 namespace ttts {
 namespace occ_algorithm {
 
@@ -20,143 +21,115 @@ class DLITransactionDesc
   static std::string name;
 
   DLITransactionDesc(const uint64_t trans_id, const uint64_t start_ts,
-                                   Snapshot&& snapshot, env_desc_type& env_desc)
+                                    Snapshot&& snapshot, env_desc_type& env_desc)
       : SITransactionDesc(trans_id, start_ts, std::move(snapshot), env_desc) {}
 
-  virtual std::optional<Anomally> Commit(const uint64_t commit_ts) override {
-    THROW_ANOMALY(SITransactionDesc::Commit(commit_ts));
-    MergeToHistoryTransRecursive();
-    return {};
-  }
-
- private:
   virtual std::optional<Anomally> CheckConflict(const uint64_t) override {
-    for (const auto& pair : r_items_) {
-      if (env_desc_.HasVersion(pair.first, pair.second->version_ + 1)) {
-        const auto& later_item = env_desc_.GetVersion(pair.first, pair.second->version_ + 1);
-        if (Has(w_items_, pair.first)) {
-          return Anomally::LOST_UPDATE;
-        }
-        const DLITransactionDesc* const tl = later_item.w_trans_;
-        if (tl) {
-          THROW_ANOMALY(CheckCrossWithTrans(*tl));
-          tl->MergeTo(*this);
-        }
+    // It is indeed unnecessary to do such a copy for each TransctionDesc. But in actual database
+    // system based on OCC, we usually copy the current environment to transaction with which
+    // transaction can do conflict check without considering of the thread safe problem when other
+    // transaction access the gloval environment concurrently.
+    std::list<DLITransactionDesc*> l;
+    const auto add_to_link = [trans_id = trans_id_,
+                              &l](const std::unique_ptr<DLITransactionDesc>& ptr) {
+      if (ptr->trans_id() != trans_id && !ptr->is_aborted()) {
+        l.emplace_back(ptr.get());
       }
+    };
+    for (const auto& ptr : env_desc_.active_trans_) {
+      add_to_link(ptr.second);
     }
-    return {};
+    for (const auto& ptr : env_desc_.commit_trans_) {
+      add_to_link(ptr.second);  // add by ym: Q why we detect DLI with commit_trans_?
+    }
+    return CheckConflict_(l);
   }
 
-  std::optional<Anomally> CheckCrossWithTrans(const DLITransactionDesc& tl) const {
-    assert(tl.is_committed());
-    for (const auto& pair : tl.r_items_) {
-      if (Has(w_items_, pair.first)) {
-        return Anomally::WRITE_SKEW;
-      } else if (Has(r_items_, pair.first) &&
-                 pair.second->version_ < AssertGet(r_items_, pair.first)->version_) {
-        return Anomally::THREE_TRANS_WRITE_SKEW;
-      }
-    }
-    for (const auto& pair : tl.i_items_) {
-      if (Has(w_items_, pair.first)) {
-        return Anomally::MULTI_TRANS_ANOMALY;
-      } else if (Has(r_items_, pair.first) &&
-                 pair.second->version_ < AssertGet(r_items_, pair.first)->version_) {
-        return Anomally::MULTI_TRANS_ANOMALY;
-      }
-    }
-    for (const auto& pair : tl.w_items_) {
-      if (Has(w_items_, pair.first)) {
-        return Anomally::READ_WRITE_SKEW;
-      } else if (Has(r_items_, pair.first) &&
-                 pair.second->version_ <= AssertGet(r_items_, pair.first)->version_) {
-        return Anomally::READ_SKEW;
-      }
+ private:
+  std::optional<Anomally> CheckConflict_(
+      const std::list<DLITransactionDesc*>& transs) {
+    DLITransactionDesc combined_trans = *this;
+    for (const auto& tl : transs) {
+      THROW_ANOMALY(combined_trans.CheckDynamicEdgeCross(*tl));
+      combined_trans.MergeTransaction(*tl);
     }
     return {};
   }
 
-  void MergeToHistoryTransRecursive() const {
-    std::vector<item_type*> empty_items_to_merge;
-    std::unordered_set<uint64_t> empty_transs_merged;
-    MergeToHistoryTransRecursive(empty_items_to_merge, empty_transs_merged);
-  }
-
-  void MergeToHistoryTransRecursive(const std::vector<item_type*>& items_to_merge,
-                                    std::unordered_set<uint64_t>& transs_merged) const {
-    const auto merge = [&transs_merged, &items_to_merge,
-                        this](DLITransactionDesc& tl) {
-      if (!Has(transs_merged, tl.trans_id_)) {
-        transs_merged.emplace(tl.trans_id_);
-        const auto items_merged =
-            items_to_merge.empty() ? MergeTo(tl) : MergeTo(items_to_merge, tl);
-        if (!items_merged.empty()) {
-          tl.MergeToHistoryTransRecursive(items_merged, transs_merged);
+  void MergeTransaction(const SITransactionDesc& tl) {
+    const auto merge = [](const set_type& src, set_type& dst) {
+      for (const auto& pair : src) {
+        if (!Has(dst, pair.first)) {
+          dst[pair.first] = pair.second;  // if version is different, don't change it
         }
       }
     };
-    for (const auto& pair_item : w_items_) {
-      const item_type& last_item =
-          env_desc_.GetVersion(pair_item.first, pair_item.second->version_ - 1);
-      bool merged = false;
-      for (const auto& pair_r_trans : last_item.r_transs_) {
-        if (pair_r_trans.second->trans_id_ != trans_id_ &&
-            pair_r_trans.second->is_committed()) {  // eg: "R1x W1x C1" will cause same trans_id
-          merge(*pair_r_trans.second);
-          merged = true;
-        }
-      }
-      if (!merged && last_item.w_trans_) {
-        merge(*last_item.w_trans_);
-      }
-    }
-    for (const auto& pair : r_items_) {
-      DLITransactionDesc* const w_trans = pair.second->w_trans_;
-      if (w_trans) {  // maybe it is a initial version
-        merge(*w_trans);
-      }
-    }
+    merge(tl.r_items(), r_items_);
+    merge(tl.w_items(), w_items_);
   }
 
-  void MergeOneItemTo(DLITransactionDesc& tl, item_type& item,
-                      std::vector<item_type*>& items_merged) const {
-    if (Has(tl.r_items_, item.item_id_)) {
-      assert(AssertGet(tl.r_items_, item.item_id_)->version_ <= item.version_);
-    } else if (Has(tl.w_items_, item.item_id_)) {
-      assert(AssertGet(tl.w_items_, item.item_id_)->version_ <= item.version_);
-    } else if (!Has(tl.i_items_, item.item_id_) ||
-               AssertGet(tl.i_items_, item.item_id_)->version_ > item.version_) {
-      tl.i_items_[item.item_id_] = &item;
-      items_merged.emplace_back(&item);
+  struct IntersectionItem {
+    IntersectionItem(const uint64_t item_id, const uint64_t version_1, const uint64_t version_2)
+        : item_id_(item_id), version_1_(version_1), version_2_(version_2) {}
+    const uint64_t item_id_;
+    const uint64_t version_1_;
+    const uint64_t version_2_;
+  };
+
+  std::optional<Anomally> CheckDynamicEdgeCross(const DLITransactionDesc& tl) const {
+    bool upper = 0, tl_upper = 0;
+    THROW_ANOMALY(CheckWWOrRRIntersection(r_items_, upper, tl.r_items(), tl_upper));
+    THROW_ANOMALY(CheckWWOrRRIntersection(w_items_, upper, tl.w_items(), tl_upper));
+    THROW_ANOMALY(CheckWRIntersection(w_items_, upper, tl.r_items(), tl_upper));
+    THROW_ANOMALY(CheckWRIntersection(tl.w_items(), tl_upper, r_items_, upper));
+    return {};
+  };
+
+  std::optional<Anomally> CheckWWOrRRIntersection(const set_type& s1, bool& upper1,
+                                                  const set_type& s2, bool& upper2) const {
+    for (const auto& inter_item : GetIntersection(s1, s2)) {
+      if (inter_item.version_1_ > inter_item.version_2_) {
+        upper1 = true;
+      } else if (inter_item.version_1_ < inter_item.version_2_) {
+        upper2 = true;
+      }
+    }
+    if (upper1 && upper2) {
+      return Anomally::EDGE_CROESS;
     }
+    return {};
   }
 
-  std::vector<item_type*> MergeTo(DLITransactionDesc& tl) const {
-    assert(is_committed());
-    std::vector<ItemVersionDesc<DLITransactionDesc>*> merged_items;
-    for (auto& pair : r_items_) {
-      MergeOneItemTo(tl, *pair.second, merged_items);
-    }
-    for (const auto& pair : i_items_) {
-      MergeOneItemTo(tl, *pair.second, merged_items);
+  std::optional<Anomally> CheckWRIntersection(const set_type& w_items, bool& w_upper,
+                                              const set_type& r_items, bool& r_upper) const {
+    for (const auto& inter_item : GetIntersection(w_items, r_items)) {
+      if (inter_item.version_1_ > inter_item.version_2_) {
+        w_upper = true;
+      } else {
+        r_upper = true;
+      }
     }
-    for (const auto& pair : w_items_) {
-      MergeOneItemTo(tl, env_desc_.GetVersion(pair.first, pair.second->version_ - 1), merged_items);
+    if (w_upper && r_upper) {
+      return Anomally::EDGE_CROESS;
     }
-    return merged_items;
+    return {};
   }
 
-  std::vector<item_type*> MergeTo(const std::vector<item_type*>& items_to_merge,
-                                  DLITransactionDesc& tl) const {
-    assert(is_committed());
-    std::vector<ItemVersionDesc<DLITransactionDesc>*> merged_items;
-    for (item_type* const item : items_to_merge) {
-      MergeOneItemTo(tl, *item, merged_items);
+  static std::vector<IntersectionItem> GetIntersection(const set_type& s1, const set_type& s2) {
+    static const auto get_version =
+        [](const ItemVersionDesc<DLITransactionDesc>* ver) {
+          return ver ? ver->version_
+                     : UINT64_MAX;  // ver is empty only when it is written by current transction
+        };
+    std::vector<IntersectionItem> ret;
+    for (const auto& pair : s1) {
+      if (Has(s2, pair.first)) {
+        ret.emplace_back(pair.first, get_version(pair.second),
+                         get_version(AssertGet(s2, pair.first)));
+      }
     }
-    return merged_items;
+    return ret;
   }
-
-  set_type i_items_;
 };
 
 std::string DLITransactionDesc::name = "DLI";

From 388c995cfff7f2fa038da25b834798558568758d Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 8 Feb 2021 12:27:36 +0800
Subject: [PATCH 037/102] Fix TIMESTAMP algorithm crash at update_buffer in
 Deneva

---
 contrib/deneva/concurrency_control/row_ts.cpp | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/contrib/deneva/concurrency_control/row_ts.cpp b/contrib/deneva/concurrency_control/row_ts.cpp
index dc350df0..14069f97 100644
--- a/contrib/deneva/concurrency_control/row_ts.cpp
+++ b/contrib/deneva/concurrency_control/row_ts.cpp
@@ -280,17 +280,19 @@ void Row_ts::update_buffer(uint64_t thd_id) {
         // for each debuffered readreq, perform read.
         TsReqEntry * req = ready_read;
         while (req != NULL) {
-            req->txn->cur_row->copy(_row);
-            if (rts < req->ts) {
-                rts = req->ts;
-            }
-            req->txn->ts_ready = true;
+            if (req->txn->txn && req->ts == req->txn->get_timestamp()) {
+                req->txn->cur_row->copy(_row);
+                if (rts < req->ts) {
+                    rts = req->ts;
+                }
+                req->txn->ts_ready = true;
                 uint64_t timespan = get_sys_clock() - req->starttime;
                 req->txn->txn_stats.cc_block_time += timespan;
                 req->txn->txn_stats.cc_block_time_short += timespan;
-            #if WORKLOAD!=DA
-            txn_table.restart_txn(thd_id,req->txn->get_txn_id(),0);
-            #endif
+                #if WORKLOAD!=DA
+                txn_table.restart_txn(thd_id,req->txn->get_txn_id(),0);
+                #endif
+            }
             req = req->next;
         }
         // return all the req_entry back to freelist

From d8e8ea61d5dbbbc008048a49a0b301e553cfafd1 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 8 Feb 2021 18:50:02 +0800
Subject: [PATCH 038/102] Skip get_transaction_manager when transaction already
 abort in DA workload in Deneva

---
 contrib/deneva/benchmarks/da_txn.cpp    | 213 +++++++++------------
 contrib/deneva/system/worker_thread.cpp | 236 ++++++++++++++----------
 2 files changed, 224 insertions(+), 225 deletions(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 0fb3c51b..d9886f72 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -49,154 +49,119 @@ RC DATxnManager::run_txn() {
     assert(trans_id < TRANS_CNT);
     assert(item_id < ITEM_CNT);
     //uint64_t seq_id = da_query->seq_id;
-    uint64_t state = da_query->state;
     uint64_t version = da_query->write_version;
     //uint64_t next_state = da_query->next_state;
     //uint64_t last_state = da_query->last_state;
     DATxnType txn_type = da_query->txn_type;
-    bool jump=false;
 
-#if WORKLOAD == DA && DA_PRINT_LOG == true
-    printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, state, _wl->nextstate);
-    fflush(stdout);
-#endif
-    if (_wl->nextstate != 0) {
-        while (state != _wl->nextstate && !simulation->is_done());
-    }
+    //enum RC { RCOK = 0, Commit, Abort, WAIT, WAIT_REM, ERROR, FINISH, NONE };
+    INDEX* index = _wl->i_datab;
+    uint64_t value[ITEM_CNT];
 
-    if (already_abort_tab.count(trans_id)>0) {
-        if (txn_type == DA_WRITE || txn_type == DA_READ || txn_type == DA_COMMIT || txn_type == DA_ABORT) {
-            jump = true;
-            if (txn_type == DA_ABORT) {
-                INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+    switch (txn_type) {
+        case DA_WRITE: {
+            itemid_t* item = index_read(index, item_id, 0);
+            assert(item != NULL);
+            row_t* TempRow = ((row_t *)item->location);
+            rc = get_row(TempRow, WR, row);
+            if (rc == RCOK) {
+                row->set_value(VALUE, version);
+            } else {
+                rc = start_abort();
+                already_abort_tab.insert(trans_id);
             }
+            break;
         }
-    }
-
-    if (!jump) {
-        //enum RC { RCOK = 0, Commit, Abort, WAIT, WAIT_REM, ERROR, FINISH, NONE };
-        INDEX* index = _wl->i_datab;
-        uint64_t value[ITEM_CNT];
-
-        switch (txn_type) {
-            case DA_WRITE: {
-                itemid_t* item = index_read(index, item_id, 0);
-                assert(item != NULL);
-                row_t* TempRow = ((row_t *)item->location);
-                rc = get_row(TempRow, WR, row);
-                if (rc == RCOK) {
-                    row->set_value(VALUE, version);
-                } else {
-                    rc = start_abort();
-                    already_abort_tab.insert(trans_id);
-                }
-                break;
+        case DA_READ: {
+            itemid_t* item = index_read(index, item_id, 0);
+            assert(item != NULL);
+            row_t* TempRow = ((row_t *)item->location);
+            rc = get_row(TempRow, RD, row);
+            if (rc == RCOK) {
+                row->get_value(VALUE, value[0]);
+            } else {
+                rc = start_abort();
+                already_abort_tab.insert(trans_id);
             }
-            case DA_READ: {
-                itemid_t* item = index_read(index, item_id, 0);
+            break;
+        }
+        case DA_COMMIT: {
+            rc=start_commit();
+            break;
+        }
+        case DA_ABORT: {
+            INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+            rc = start_abort();
+            break;
+        }
+        case DA_SCAN: {
+            row_t *TempRow;
+            for (int i = 0; i < ITEM_CNT && rc == RCOK; i++) {
+                itemid_t* item = index_read(index, i, 0);
                 assert(item != NULL);
-                row_t* TempRow = ((row_t *)item->location);
-                rc = get_row(TempRow, RD, row);
+                TempRow = ((row_t *)item->location);
+                rc = get_row(TempRow, SCAN, row);
                 if (rc == RCOK) {
-                    row->get_value(VALUE, value[0]);
+                    row->get_value(VALUE, value[i]);
                 } else {
                     rc = start_abort();
                     already_abort_tab.insert(trans_id);
                 }
-                break;
             }
-            case DA_COMMIT: {
-                rc=start_commit();
+            break;
+        }
+    }
+    if (rc == Abort || rc == WAIT)
+    {
+        rc = start_abort();
+        abort_history = true;
+    }
+    if (rc == RCOK) {
+        switch (txn_type) {
+            case DA_WRITE:
+                DA_history_mem.push_back('W');
                 break;
-            }
-            case DA_ABORT: {
-                INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
-                rc = start_abort();
+            case DA_READ:
+                DA_history_mem.push_back('R');
                 break;
-            }
-            case DA_SCAN: {
-                row_t *TempRow;
-                for (int i = 0; i < ITEM_CNT && rc == RCOK; i++) {
-                    itemid_t* item = index_read(index, i, 0);
-                    assert(item != NULL);
-                    TempRow = ((row_t *)item->location);
-                    rc = get_row(TempRow, SCAN, row);
-                    if (rc == RCOK) {
-                        row->get_value(VALUE, value[i]);
-                    } else {
-                        rc = start_abort();
-                        already_abort_tab.insert(trans_id);
-                    }
-                }
+            case DA_COMMIT:
+                DA_history_mem.push_back('C');
+                break;
+            case DA_ABORT:
+                DA_history_mem.push_back('A');
+                break;
+            case DA_SCAN:
+                DA_history_mem.push_back('S');
                 break;
-            }
-        }
-        if (rc == Abort || rc == WAIT)
-        {
-            rc = start_abort();
-            abort_history = true;
         }
-        if (rc == RCOK) {
-            switch (txn_type) {
-                case DA_WRITE:
-                    DA_history_mem.push_back('W');
-                    break;
-                case DA_READ:
-                    DA_history_mem.push_back('R');
-                    break;
-                case DA_COMMIT:
-                    DA_history_mem.push_back('C');
-                    break;
-                case DA_ABORT:
-                    DA_history_mem.push_back('A');
-                    break;
-                case DA_SCAN:
-                    DA_history_mem.push_back('S');
-                    break;
+        DA_history_mem.push_back(static_cast<char>('0' + trans_id));//trans_id
+        if (txn_type == DA_WRITE || txn_type == DA_READ) {
+            DA_history_mem.push_back(static_cast<char>('a' + item_id));//item_id
+            DA_history_mem.push_back(static_cast<char>('='));//item_id
+            if (txn_type == DA_WRITE) {
+                DA_history_mem.push_back(static_cast<char>('0' + version));//item_id
+            } else if (txn_type == DA_READ) {
+                DA_history_mem.push_back(static_cast<char>('0' + value[0]));//item_id
             }
-            DA_history_mem.push_back(static_cast<char>('0' + trans_id));//trans_id
-            if (txn_type == DA_WRITE || txn_type == DA_READ) {
-                DA_history_mem.push_back(static_cast<char>('a' + item_id));//item_id
-                DA_history_mem.push_back(static_cast<char>('='));//item_id
-                if (txn_type == DA_WRITE) {
-                    DA_history_mem.push_back(static_cast<char>('0' + version));//item_id
-                } else if (txn_type == DA_READ) {
-                    DA_history_mem.push_back(static_cast<char>('0' + value[0]));//item_id
-                }
-            } else if (txn_type == DA_SCAN) {
-                DA_history_mem.push_back('=');
-                DA_history_mem.push_back('{');
-                for (const auto v : value) {
-                    DA_history_mem.push_back(static_cast<char>('0' + v));//item_id
-                    DA_history_mem.push_back(',');
-                }
-                DA_history_mem.back() = '}';
+        } else if (txn_type == DA_SCAN) {
+            DA_history_mem.push_back('=');
+            DA_history_mem.push_back('{');
+            for (const auto v : value) {
+                DA_history_mem.push_back(static_cast<char>('0' + v));//item_id
+                DA_history_mem.push_back(',');
             }
-            DA_history_mem.push_back(' ');
-        } else if (rc == Commit) {
-            DA_history_mem.push_back('C');
-            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-            DA_history_mem.push_back(' ');
-        } else {
-            DA_history_mem.push_back('A');
-            DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-            DA_history_mem.push_back(' ');
+            DA_history_mem.back() = '}';
         }
+        DA_history_mem.push_back(' ');
+    } else if (rc == Commit) {
+        DA_history_mem.push_back('C');
+        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        DA_history_mem.push_back(' ');
+    } else {
+        DA_history_mem.push_back('A');
+        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        DA_history_mem.push_back(' ');
     }
 
-    _wl->nextstate = da_query->next_state;
-    if (_wl->nextstate == 0) {
-        if (abort_history) {
-            abort_file << DA_history_mem << endl;
-        } else {
-            commit_file << DA_history_mem << endl;
-        }
-        string().swap(DA_history_mem);
-        abort_history = false;
-        da_start_stamp_tab.clear();
-        _wl->reset_tab_idx();
-        already_abort_tab.clear();
-        da_start_trans_tab.clear();
-    }
     return rc;
 }
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 9bc5f816..b267dd50 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -48,6 +48,7 @@
 #include "bocc.h"
 #include "dli.h"
 #include "dta.h"
+#include "da.h"
 
 void WorkerThread::setup() {
     if( get_thd_id() == 0) {
@@ -692,126 +693,159 @@ RC WorkerThread::process_rtxn(Message * msg) {
     RC rc = RCOK;
     uint64_t txn_id = UINT64_MAX;
 
-    if(msg->get_rtype() == CL_QRY) {
-        // This is a new transaction
-        // Only set new txn_id when txn first starts
-    #if WORKLOAD == DA
-        msg->txn_id=((DAClientQueryMessage*)msg)->trans_id;
-        txn_id=((DAClientQueryMessage*)msg)->trans_id;
-    #else
-        txn_id = get_next_txn_id();
-        msg->txn_id = txn_id;
-    #endif
-        // Put txn in txn_table
-        txn_man = txn_table.get_transaction_manager(get_thd_id(),txn_id,0);
-        txn_man->register_thread(this);
-        uint64_t ready_starttime = get_sys_clock();
-        bool ready = txn_man->unset_ready();
-        INC_STATS(get_thd_id(),worker_activate_txn_time,get_sys_clock() - ready_starttime);
-        assert(ready);
-        if (CC_ALG == WAIT_DIE) {
-        #if WORKLOAD == DA //mvcc use timestamp
-            if (da_stamp_tab.count(txn_man->get_txn_id())==0)
+#if WORKLOAD == DA && DA_PRINT_LOG == true
+    printf("thd_id:%lu check: state:%lu nextstate:%lu \n",h_thd->_thd_id, da_query->state, _wl->nextstate);
+    fflush(stdout);
+#endif
+
+#if WORKLOAD == DA
+    auto da_wl = static_cast<DAWorkload*>(_wl);
+    if (da_wl->nextstate != 0) {
+        while (((DAClientQueryMessage*)msg)->state != da_wl->nextstate && !simulation->is_done());
+    }
+
+    if (already_abort_tab.find(((DAClientQueryMessage*)msg)->trans_id) == already_abort_tab.end()) {
+#endif
+
+        if (msg->get_rtype() == CL_QRY) {
+            // This is a new transaction
+            // Only set new txn_id when txn first starts
+#if WORKLOAD == DA
+            msg->txn_id=((DAClientQueryMessage*)msg)->trans_id;
+            txn_id=((DAClientQueryMessage*)msg)->trans_id;
+#else
+            txn_id = get_next_txn_id();
+            msg->txn_id = txn_id;
+#endif
+            // Put txn in txn_table
+            //
+            txn_man = txn_table.get_transaction_manager(get_thd_id(),txn_id,0);
+            txn_man->register_thread(this);
+            uint64_t ready_starttime = get_sys_clock();
+            bool ready = txn_man->unset_ready();
+            INC_STATS(get_thd_id(),worker_activate_txn_time,get_sys_clock() - ready_starttime);
+            assert(ready);
+            if (CC_ALG == WAIT_DIE) {
+#if WORKLOAD == DA //mvcc use timestamp
+                if (da_stamp_tab.count(txn_man->get_txn_id())==0)
+                {
+                da_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
+                txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
+                }
+                else
+                txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
+#else
+                txn_man->set_timestamp(get_next_ts());
+#endif
+            }
+            txn_man->txn_stats.starttime = get_sys_clock();
+            txn_man->txn_stats.restart_starttime = txn_man->txn_stats.starttime;
+            msg->copy_to_txn(txn_man);
+            DEBUG("START %ld %f %lu\n", txn_man->get_txn_id(),
+                simulation->seconds_from_start(get_sys_clock()), txn_man->txn_stats.starttime);
+#if WORKLOAD==DA
+            if(da_start_trans_tab.count(txn_man->get_txn_id())==0)
+            {
+                da_start_trans_tab.insert(txn_man->get_txn_id());
+                INC_STATS(get_thd_id(),local_txn_start_cnt,1);
+            }
+#else
+            INC_STATS(get_thd_id(), local_txn_start_cnt, 1);
+#endif
+
+        } else {
+            txn_man->txn_stats.restart_starttime = get_sys_clock();
+            DEBUG("RESTART %ld %f %lu\n", txn_man->get_txn_id(),
+                simulation->seconds_from_start(get_sys_clock()), txn_man->txn_stats.starttime);
+        }
+        // Get new timestamps
+        if(is_cc_new_timestamp()) {
+#if WORKLOAD==DA //mvcc use timestamp
+            if(da_stamp_tab.count(txn_man->get_txn_id())==0)
             {
-            da_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
-            txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
+                da_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
+                txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
             }
             else
-            txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
-        #else
+                txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
+#else
             txn_man->set_timestamp(get_next_ts());
-        #endif
-        }
-        txn_man->txn_stats.starttime = get_sys_clock();
-        txn_man->txn_stats.restart_starttime = txn_man->txn_stats.starttime;
-        msg->copy_to_txn(txn_man);
-        DEBUG("START %ld %f %lu\n", txn_man->get_txn_id(),
-            simulation->seconds_from_start(get_sys_clock()), txn_man->txn_stats.starttime);
-    #if WORKLOAD==DA
-        if(da_start_trans_tab.count(txn_man->get_txn_id())==0)
-        {
-            da_start_trans_tab.insert(txn_man->get_txn_id());
-            INC_STATS(get_thd_id(),local_txn_start_cnt,1);
-        }
-    #else
-        INC_STATS(get_thd_id(), local_txn_start_cnt, 1);
-    #endif
-
-    } else {
-        txn_man->txn_stats.restart_starttime = get_sys_clock();
-        DEBUG("RESTART %ld %f %lu\n", txn_man->get_txn_id(),
-            simulation->seconds_from_start(get_sys_clock()), txn_man->txn_stats.starttime);
-    }
-    // Get new timestamps
-    if(is_cc_new_timestamp()) {
-    #if WORKLOAD==DA //mvcc use timestamp
-        if(da_stamp_tab.count(txn_man->get_txn_id())==0)
-        {
-            da_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
-            txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
+#endif
         }
-        else
-            txn_man->set_timestamp(da_stamp_tab[txn_man->get_txn_id()]);
-    #else
-         txn_man->set_timestamp(get_next_ts());
-    #endif
-    }
 
 #if CC_ALG == MVCC
-    txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_timestamp());
+        txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_timestamp());
 #endif
 #if CC_ALG == WSI || CC_ALG == SSI
-    txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_start_timestamp());
+        txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_start_timestamp());
 #endif
 #if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI ||\
-    CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA ||\
-    CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-    #if WORKLOAD==DA
-    if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
-    {
-        da_start_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
-        txn_man->set_start_timestamp(da_start_stamp_tab[txn_man->get_txn_id()]);
-    }
-    else
-        txn_man->set_start_timestamp(da_start_stamp_tab[txn_man->get_txn_id()]);
-    #else
-        txn_man->set_start_timestamp(get_next_ts());
-    #endif
+        CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA ||\
+        CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+#if WORKLOAD==DA
+        if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
+        {
+            da_start_stamp_tab[txn_man->get_txn_id()]=get_next_ts();
+            txn_man->set_start_timestamp(da_start_stamp_tab[txn_man->get_txn_id()]);
+        }
+        else
+            txn_man->set_start_timestamp(da_start_stamp_tab[txn_man->get_txn_id()]);
+#else
+            txn_man->set_start_timestamp(get_next_ts());
+#endif
 #endif
 #if CC_ALG == MAAT
-    #if WORKLOAD==DA
-    if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
-    {
-        da_start_stamp_tab[txn_man->get_txn_id()]=1;
-        time_table.init(get_thd_id(), txn_man->get_txn_id());
-        assert(time_table.get_lower(get_thd_id(), txn_man->get_txn_id()) == 0);
-        assert(time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
-        assert(time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == MAAT_RUNNING);
-    }
-    #else
-    time_table.init(get_thd_id(),txn_man->get_txn_id());
-    assert(time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
-    assert(time_table.get_upper(get_thd_id(),txn_man->get_txn_id()) == UINT64_MAX);
-    assert(time_table.get_state(get_thd_id(),txn_man->get_txn_id()) == MAAT_RUNNING);
-    #endif
+#if WORKLOAD==DA
+        if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
+        {
+            da_start_stamp_tab[txn_man->get_txn_id()]=1;
+            time_table.init(get_thd_id(), txn_man->get_txn_id());
+            assert(time_table.get_lower(get_thd_id(), txn_man->get_txn_id()) == 0);
+            assert(time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
+            assert(time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == MAAT_RUNNING);
+        }
+#else
+        time_table.init(get_thd_id(),txn_man->get_txn_id());
+        assert(time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
+        assert(time_table.get_upper(get_thd_id(),txn_man->get_txn_id()) == UINT64_MAX);
+        assert(time_table.get_state(get_thd_id(),txn_man->get_txn_id()) == MAAT_RUNNING);
+#endif
 #endif
 #if CC_ALG == DTA
-    txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_timestamp());
-    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
-    // assert(dta_time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
-    assert(dta_time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
-    assert(dta_time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == DTA_RUNNING);
+        txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_timestamp());
+        dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
+        // assert(dta_time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
+        assert(dta_time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
+        assert(dta_time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == DTA_RUNNING);
 #endif
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_start_timestamp());
-    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
+        txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_start_timestamp());
+        dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
 #endif
-    rc = init_phase();
-    if (rc != RCOK) return rc;
+        rc = init_phase();
+        if (rc != RCOK) return rc;
 
-    // Execute transaction
-    rc = txn_man->run_txn();
-    check_if_done(rc);
+        // Execute transaction
+        rc = txn_man->run_txn();
+        check_if_done(rc);
+#if WORKLOAD == DA
+    }
+
+    da_wl->nextstate = ((DAClientQueryMessage*)msg)->next_state;
+    if (da_wl->nextstate == 0) {
+        if (abort_history) {
+            abort_file << DA_history_mem << endl;
+        } else {
+            commit_file << DA_history_mem << endl;
+        }
+        string().swap(DA_history_mem);
+        abort_history = false;
+        da_start_stamp_tab.clear();
+        da_wl->reset_tab_idx();
+        already_abort_tab.clear();
+        da_start_trans_tab.clear();
+    }
+#endif
     return rc;
 }
 

From b7774641d99c3e8314043934f66c712a3eb608d9 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 8 Feb 2021 19:47:22 +0800
Subject: [PATCH 039/102] Fix txn_id is UINT64_MAX when update time table in
 Deneva

---
 contrib/deneva/system/worker_thread.cpp | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index b267dd50..b77eae08 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -774,10 +774,10 @@ RC WorkerThread::process_rtxn(Message * msg) {
         }
 
 #if CC_ALG == MVCC
-        txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_timestamp());
+        txn_table.update_min_ts(get_thd_id(),txn_man->get_txn_id(),0,txn_man->get_timestamp());
 #endif
 #if CC_ALG == WSI || CC_ALG == SSI
-        txn_table.update_min_ts(get_thd_id(),txn_id,0,txn_man->get_start_timestamp());
+        txn_table.update_min_ts(get_thd_id(),txn_man->get_txn_id(),0,txn_man->get_start_timestamp());
 #endif
 #if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI ||\
         CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA ||\
@@ -812,14 +812,14 @@ RC WorkerThread::process_rtxn(Message * msg) {
 #endif
 #endif
 #if CC_ALG == DTA
-        txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_timestamp());
+        txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_timestamp());
         dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
         // assert(dta_time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
         assert(dta_time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
         assert(dta_time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == DTA_RUNNING);
 #endif
 #if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-        txn_table.update_min_ts(get_thd_id(), txn_id, 0, txn_man->get_start_timestamp());
+        txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_start_timestamp());
         dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
 #endif
         rc = init_phase();

From 3a8cedc8fb0e31e915ac3e7c7d1b21043d407053 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 10 Feb 2021 01:07:42 +0800
Subject: [PATCH 040/102] Delay operation when return WAIT in DA workload in
 Deneva

---
 contrib/deneva/benchmarks/da.h                |   5 +
 contrib/deneva/benchmarks/da_txn.cpp          | 218 ++++++++++--------
 .../deneva/concurrency_control/row_mvcc.cpp   |   2 -
 contrib/deneva/concurrency_control/row_ts.cpp |   2 -
 contrib/deneva/system/global.cpp              |   7 +-
 contrib/deneva/system/global.h                |   6 +-
 contrib/deneva/system/txn_table.cpp           |   3 +
 contrib/deneva/system/worker_thread.cpp       |  30 ++-
 8 files changed, 169 insertions(+), 104 deletions(-)

diff --git a/contrib/deneva/benchmarks/da.h b/contrib/deneva/benchmarks/da.h
index 3e89e071..8e362c1f 100644
--- a/contrib/deneva/benchmarks/da.h
+++ b/contrib/deneva/benchmarks/da.h
@@ -6,6 +6,7 @@
 #include "txn.h"
 #include "wl.h"
 #include "creator.h"
+#include "da_query.h"
 
 class DAQuery;
 class DAQueryMessage;
@@ -49,11 +50,14 @@ class DATxnManager : public TxnManager {
     RC run_calvin_txn();
 
     void copy_remote_items(DAQueryMessage* msg);
+    void set_not_waiting() { is_waiting_ = false; }
 
   private:
     DAWorkload* _wl;
     volatile RC _rc;
     row_t* row;
+    bool is_waiting_;
+    std::vector<DAQuery> skip_queries_;
 
     uint64_t next_item_id;
 
@@ -61,5 +65,6 @@ class DATxnManager : public TxnManager {
     bool is_local_item(uint64_t idx);
     RC send_remote_request();
     RC run_delivery(DAQuery* query);
+    RC process_query(const DAQuery* const da_query);
 };
 #endif
diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index d9886f72..1021e75f 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -28,22 +28,14 @@ RC DATxnManager::run_txn_post_wait() {
 
 RC DATxnManager::acquire_locks() { return RCOK; }
 RC DATxnManager::run_calvin_txn() { return RCOK; }
-void DATxnManager::reset() { TxnManager::reset(); }
+void DATxnManager::reset() {
+  is_waiting_ = false;
+  skip_queries_.clear();
+  TxnManager::reset();
+}
 
-RC DATxnManager::run_txn() {
-#if MODE == SETUP_MODE
-    return RCOK;
-#endif
+RC DATxnManager::process_query(const DAQuery* const da_query) {
     RC rc = RCOK;
-    //uint64_t starttime = get_sys_clock();
-    if (IS_LOCAL(txn->txn_id)) {
-          DEBUG("Running txn %ld\n", txn->txn_id);
-#if DISTR_DEBUG
-          query->print();
-#endif
-          query->partitions_touched.add_unique(GET_PART_ID(0, g_node_id));
-    }
-    DAQuery *da_query = (DAQuery *)query;
     uint64_t trans_id = da_query->trans_id;
     uint64_t item_id = da_query->item_id;    // item_id from 0-2 represent X,Y,Z
     assert(trans_id < TRANS_CNT);
@@ -58,93 +50,103 @@ RC DATxnManager::run_txn() {
     INDEX* index = _wl->i_datab;
     uint64_t value[ITEM_CNT];
 
-    switch (txn_type) {
-        case DA_WRITE: {
-            itemid_t* item = index_read(index, item_id, 0);
-            assert(item != NULL);
-            row_t* TempRow = ((row_t *)item->location);
-            rc = get_row(TempRow, WR, row);
-            if (rc == RCOK) {
-                row->set_value(VALUE, version);
-            } else {
-                rc = start_abort();
-                already_abort_tab.insert(trans_id);
-            }
-            break;
-        }
-        case DA_READ: {
-            itemid_t* item = index_read(index, item_id, 0);
-            assert(item != NULL);
-            row_t* TempRow = ((row_t *)item->location);
-            rc = get_row(TempRow, RD, row);
-            if (rc == RCOK) {
-                row->get_value(VALUE, value[0]);
-            } else {
-                rc = start_abort();
-                already_abort_tab.insert(trans_id);
-            }
-            break;
-        }
-        case DA_COMMIT: {
-            rc=start_commit();
-            break;
-        }
-        case DA_ABORT: {
-            INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
-            rc = start_abort();
-            break;
-        }
-        case DA_SCAN: {
-            row_t *TempRow;
-            for (int i = 0; i < ITEM_CNT && rc == RCOK; i++) {
-                itemid_t* item = index_read(index, i, 0);
+    if (is_waiting_) {
+        rc = WAIT;
+    } else {
+        switch (txn_type) {
+            case DA_WRITE: {
+                itemid_t* item = index_read(index, item_id, 0);
                 assert(item != NULL);
-                TempRow = ((row_t *)item->location);
-                rc = get_row(TempRow, SCAN, row);
+                row_t* TempRow = ((row_t *)item->location);
+                rc = get_row(TempRow, WR, row);
                 if (rc == RCOK) {
-                    row->get_value(VALUE, value[i]);
-                } else {
+                    row->set_value(VALUE, version);
+                } else if (rc == Abort){
                     rc = start_abort();
                     already_abort_tab.insert(trans_id);
                 }
-            }
-            break;
-        }
-    }
-    if (rc == Abort || rc == WAIT)
-    {
-        rc = start_abort();
-        abort_history = true;
-    }
-    if (rc == RCOK) {
-        switch (txn_type) {
-            case DA_WRITE:
-                DA_history_mem.push_back('W');
                 break;
-            case DA_READ:
-                DA_history_mem.push_back('R');
+            }
+            case DA_READ: {
+                itemid_t* item = index_read(index, item_id, 0);
+                assert(item != NULL);
+                row_t* TempRow = ((row_t *)item->location);
+                rc = get_row(TempRow, RD, row);
+                if (rc == RCOK) {
+                    row->get_value(VALUE, value[0]);
+                } else if (rc == Abort) {
+                    rc = start_abort();
+                    already_abort_tab.insert(trans_id);
+                }
                 break;
-            case DA_COMMIT:
-                DA_history_mem.push_back('C');
+            }
+            case DA_COMMIT: {
+                rc = start_commit();
                 break;
-            case DA_ABORT:
-                DA_history_mem.push_back('A');
+            }
+            case DA_ABORT: {
+                INC_STATS(get_thd_id(), positive_txn_abort_cnt, 1);
+                rc = start_abort();
                 break;
-            case DA_SCAN:
-                DA_history_mem.push_back('S');
+            }
+            case DA_SCAN: {
+                row_t *TempRow;
+                for (int i = 0; i < ITEM_CNT && rc == RCOK; i++) {
+                    itemid_t* item = index_read(index, i, 0);
+                    assert(item != NULL);
+                    TempRow = ((row_t *)item->location);
+                    rc = get_row(TempRow, SCAN, row);
+                    if (rc == RCOK) {
+                        row->get_value(VALUE, value[i]);
+                    } else if (rc == Abort) {
+                        rc = start_abort();
+                        already_abort_tab.insert(trans_id);
+                    }
+                }
                 break;
-        }
-        DA_history_mem.push_back(static_cast<char>('0' + trans_id));//trans_id
-        if (txn_type == DA_WRITE || txn_type == DA_READ) {
-            DA_history_mem.push_back(static_cast<char>('a' + item_id));//item_id
-            DA_history_mem.push_back(static_cast<char>('='));//item_id
-            if (txn_type == DA_WRITE) {
-                DA_history_mem.push_back(static_cast<char>('0' + version));//item_id
-            } else if (txn_type == DA_READ) {
-                DA_history_mem.push_back(static_cast<char>('0' + value[0]));//item_id
             }
+        }
+    }
+
+    // print operation
+    switch (txn_type) {
+        case DA_WRITE:
+            DA_history_mem.push_back('W');
+            break;
+        case DA_READ:
+            DA_history_mem.push_back('R');
+            break;
+        case DA_COMMIT:
+            DA_history_mem.push_back('C');
+            break;
+        case DA_ABORT:
+            DA_history_mem.push_back('A');
+            break;
+        case DA_SCAN:
+            DA_history_mem.push_back('S');
+            break;
+    }
+    DA_history_mem.push_back(static_cast<char>('0' + trans_id));//trans_id
+    if (txn_type == DA_WRITE || txn_type == DA_READ) {
+        DA_history_mem.push_back(static_cast<char>('a' + item_id));//item_id
+    }
+    DA_history_mem.push_back('=');
+
+    // print result
+    if (rc == Abort) {
+        rc = start_abort();
+        DA_history_mem += "Abort ";
+        abort_history = true;
+    } else if (rc == WAIT) {
+        DA_history_mem += "Wait ";
+        is_waiting_ = true;
+        skip_queries_.emplace_back(*da_query);
+    } else if (rc == RCOK) {
+        if (txn_type == DA_WRITE) {
+            DA_history_mem.push_back(static_cast<char>('0' + version));//item_id
+        } else if (txn_type == DA_READ) {
+            DA_history_mem.push_back(static_cast<char>('0' + value[0]));//item_id
         } else if (txn_type == DA_SCAN) {
-            DA_history_mem.push_back('=');
             DA_history_mem.push_back('{');
             for (const auto v : value) {
                 DA_history_mem.push_back(static_cast<char>('0' + v));//item_id
@@ -154,14 +156,42 @@ RC DATxnManager::run_txn() {
         }
         DA_history_mem.push_back(' ');
     } else if (rc == Commit) {
-        DA_history_mem.push_back('C');
-        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
-        DA_history_mem.push_back(' ');
+        DA_history_mem += "Commit ";
     } else {
-        DA_history_mem.push_back('A');
-        DA_history_mem.push_back(static_cast<char>('0'+trans_id));//trans_id
+        DA_history_mem += "rc";
+        DA_history_mem += std::to_string(rc);
         DA_history_mem.push_back(' ');
     }
 
     return rc;
 }
+
+RC DATxnManager::run_txn() {
+#if MODE == SETUP_MODE
+    return RCOK;
+#endif
+    //uint64_t starttime = get_sys_clock();
+    if (IS_LOCAL(txn->txn_id)) {
+          DEBUG("Running txn %ld\n", txn->txn_id);
+#if DISTR_DEBUG
+          query->print();
+#endif
+          query->partitions_touched.add_unique(GET_PART_ID(0, g_node_id));
+    }
+    if (!is_waiting_ && !skip_queries_.empty()) {
+      // only happen in RTXN_CONT, and this->query has been stored in skip_queries_
+      RC rc = RCOK;
+      std::vector<DAQuery> skip_queries;
+      std::swap(skip_queries_, skip_queries);
+      for (const DAQuery& query : skip_queries) {
+        DA_history_mem += "*";
+        rc = process_query(&query);
+        if (rc == Abort || rc == Commit) {
+          return rc;
+        }
+      }
+      return RCOK;
+    } else {
+      return process_query((DAQuery *)query);
+    }
+}
diff --git a/contrib/deneva/concurrency_control/row_mvcc.cpp b/contrib/deneva/concurrency_control/row_mvcc.cpp
index c35cfeef..591cbe3f 100644
--- a/contrib/deneva/concurrency_control/row_mvcc.cpp
+++ b/contrib/deneva/concurrency_control/row_mvcc.cpp
@@ -366,12 +366,10 @@ void Row_mvcc::update_buffer(TxnManager * txn) {
         assert(row->get_schema() == _row->get_schema());
 
         req->txn->ts_ready = true;
-        #if WORKLOAD!=DA //DA do not need restart
         uint64_t timespan = get_sys_clock() - req->starttime;
         req->txn->txn_stats.cc_block_time += timespan;
         req->txn->txn_stats.cc_block_time_short += timespan;
         txn_table.restart_txn(txn->get_thd_id(),req->txn->get_txn_id(),0);
-        #endif
         tofree = req;
         req = req->next;
         // free ready_read
diff --git a/contrib/deneva/concurrency_control/row_ts.cpp b/contrib/deneva/concurrency_control/row_ts.cpp
index 14069f97..08ef9505 100644
--- a/contrib/deneva/concurrency_control/row_ts.cpp
+++ b/contrib/deneva/concurrency_control/row_ts.cpp
@@ -289,9 +289,7 @@ void Row_ts::update_buffer(uint64_t thd_id) {
                 uint64_t timespan = get_sys_clock() - req->starttime;
                 req->txn->txn_stats.cc_block_time += timespan;
                 req->txn->txn_stats.cc_block_time_short += timespan;
-                #if WORKLOAD!=DA
                 txn_table.restart_txn(thd_id,req->txn->get_txn_id(),0);
-                #endif
             }
             req = req->next;
         }
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 64653c14..6bb20b65 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -100,7 +100,12 @@ map<uint64_t, ts_t> da_start_stamp_tab;
 set<uint64_t> da_start_trans_tab;
 map<uint64_t, ts_t> da_stamp_tab;
 set<uint64_t> already_abort_tab;
-string DA_history_mem;
+
+#if WORKLOAD == DA
+std::string DA_history_mem;
+std::vector<Message*> DA_delayed_operations;
+#endif
+
 bool abort_history;
 ofstream commit_file;
 ofstream abort_file;
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index 018f496d..675d2767 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -95,6 +95,7 @@ class KeyXidCache;
 class RtsCache;
 // class QTcpQueue;
 class TcpTimestamp;
+class Message;
 
 typedef uint32_t UInt32;
 typedef int32_t SInt32;
@@ -267,7 +268,10 @@ extern map<uint64_t, ts_t> da_start_stamp_tab;
 extern set<uint64_t> da_start_trans_tab;
 extern map<uint64_t, ts_t> da_stamp_tab;
 extern set<uint64_t> already_abort_tab;
-extern string DA_history_mem;
+#if WORKLOAD == DA
+extern std::string DA_history_mem;
+extern std::vector<Message*> DA_delayed_operations;
+#endif
 extern bool abort_history;
 extern ofstream commit_file;
 extern ofstream abort_file;
diff --git a/contrib/deneva/system/txn_table.cpp b/contrib/deneva/system/txn_table.cpp
index 584a01d4..5d628d8a 100644
--- a/contrib/deneva/system/txn_table.cpp
+++ b/contrib/deneva/system/txn_table.cpp
@@ -156,6 +156,9 @@ void TxnTable::restart_txn(uint64_t thd_id, uint64_t txn_id,uint64_t batch_id){
         if(is_matching_txn_node(t_node,txn_id,batch_id)) {
 #if CC_ALG == CALVIN
             work_queue.enqueue(thd_id,Message::create_message(t_node->txn_man,RTXN),false);
+#elif WORKLOAD == DA
+            //TODO: if DA run distributedly, we need judge IS_LOCAL
+            DA_delayed_operations.push_back(Message::create_message(t_node->txn_man,RTXN_CONT));
 #else
             if(IS_LOCAL(txn_id))
                 work_queue.enqueue(thd_id,Message::create_message(t_node->txn_man,RTXN_CONT),false);
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index b77eae08..794db448 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -831,13 +831,35 @@ RC WorkerThread::process_rtxn(Message * msg) {
 #if WORKLOAD == DA
     }
 
+    auto tmp_txn_man = txn_man;
+    if (!DA_delayed_operations.empty()) {
+        std::vector<Message*> delayed_operations;
+        std::swap(DA_delayed_operations, delayed_operations);
+        for (auto msg : delayed_operations) {
+          txn_man = get_transaction_manager(msg);
+          const bool is_current_trans = txn_man == tmp_txn_man;
+          static_cast<DATxnManager*>(txn_man)->set_not_waiting();
+          process_rtxn_cont(msg);
+          if (is_current_trans && txn_man == nullptr) {
+              // current txn is over
+              // such as: C1 C2 *R2x *C2, current trans is 2.
+              // before process cont, trans 2 is not over because C2 is delayed, so tmp_txn_man is not null
+              // after process cont, trans is over because *C2 finished
+              // in this time, we need finally set txn_man NULL
+              tmp_txn_man = nullptr;
+          }
+        }
+    }
+    txn_man = tmp_txn_man;
+
     da_wl->nextstate = ((DAClientQueryMessage*)msg)->next_state;
     if (da_wl->nextstate == 0) {
-        if (abort_history) {
-            abort_file << DA_history_mem << endl;
-        } else {
-            commit_file << DA_history_mem << endl;
+        auto& output_file = abort_history ? abort_file : commit_file;
+        if (!DA_delayed_operations.empty()) {
+            output_file << "[ERROR] remain delayed operations: ";
+            DA_delayed_operations.clear();
         }
+        output_file << DA_history_mem << endl;
         string().swap(DA_history_mem);
         abort_history = false;
         da_start_stamp_tab.clear();

From c1789baeaa233c7ca3505b9f697c140ff2e89b84 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 16 Feb 2021 11:49:46 +0800
Subject: [PATCH 041/102] Add W1C2 precedence in conflict serializable
 algorithm in 3TS-DA

---
 .../backend/cca/conflict_serializable_algorithm.h | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 276223b2..7e25b300 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -94,11 +94,11 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
         std::set<uint64_t>& read_trans_set = read_trans_set_for_items[operation.item_id()];
         std::set<uint64_t>& write_trans_set = write_trans_set_for_items[operation.item_id()];
         if (Operation::Type::READ == operation.type()) {
-          graph.Insert(write_trans_set, trans_id);
+          graph.Insert(write_trans_set, trans_id); // W1R2 precedence
           read_trans_set.insert(trans_id);
         } else if (Operation::Type::WRITE == operation.type()) {
-          graph.Insert(read_trans_set, trans_id);
-          graph.Insert(write_trans_set, trans_id);
+          graph.Insert(read_trans_set, trans_id); // R1W2 precedence
+          graph.Insert(write_trans_set, trans_id); // W1W2 precedence
           write_trans_set.insert(trans_id);
           write_item_set_for_transs[trans_id].insert(operation.item_id());  // record for abort
         }
@@ -107,8 +107,13 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
       } else if (Operation::Type::ABORT == operation.type()) {
         for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
           // restore all items has been written
-          graph.Insert(read_trans_set_for_items[write_item], trans_id);
-          graph.Insert(write_trans_set_for_items[write_item], trans_id);
+          graph.Insert(read_trans_set_for_items[write_item], trans_id); // R1A2 precedence
+          graph.Insert(write_trans_set_for_items[write_item], trans_id); // W1A2 precedence
+        }
+      } else if (Operation::Type::COMMIT == operation.type()) {
+        for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
+          // restore all items has been written
+          graph.Insert(write_trans_set_for_items[write_item], trans_id); // W1C2 precedence
         }
       }
     }

From 110f74c555563175b2d2e519fc06323707446415 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 22 Feb 2021 15:57:17 +0800
Subject: [PATCH 042/102] Classify anomaly in Conflict Serializable Algorithm
 in 3TS-DA

---
 .../cca/conflict_serializable_algorithm.h     | 430 ++++++++++++++++--
 1 file changed, 384 insertions(+), 46 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 7e25b300..8687f834 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -8,46 +8,225 @@
  * Author: williamcliu@tencent.com
  *
  */
-#pragma once
+
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(PreceType)
+ENUM_MEMBER(PreceType, RW)
+ENUM_MEMBER(PreceType, WR)
+ENUM_MEMBER(PreceType, WCR)
+ENUM_MEMBER(PreceType, WW)
+ENUM_MEMBER(PreceType, WCW)
+ENUM_MEMBER(PreceType, RA)
+ENUM_MEMBER(PreceType, WC)
+ENUM_MEMBER(PreceType, WA)
+ENUM_END(PreceType)
+
+ENUM_BEGIN(AnomalyType)
+// ======== WAT - 1 =========
+ENUM_MEMBER(AnomalyType, DIRTY_WRITE)
+ENUM_MEMBER(AnomalyType, INTERMEDIATE_WRITE)
+ENUM_MEMBER(AnomalyType, LOST_SELF_UPDATE)
+ENUM_MEMBER(AnomalyType, LOST_UPDATE_1)
+// ======== WAT - 2 =========
+ENUM_MEMBER(AnomalyType, DOUBLE_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, READ_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, FULL_WRITE_SKEW)
+// ======== WAT - 3 =========
+ENUM_MEMBER(AnomalyType, STEP_WAT)
+// ======== RAT - 1 =========
+ENUM_MEMBER(AnomalyType, DIRTY_READ)
+ENUM_MEMBER(AnomalyType, INTERMEDIATE_READ)
+ENUM_MEMBER(AnomalyType, NON_REPEATABLE_READ)
+// ======== RAT - 2 =========
+ENUM_MEMBER(AnomalyType, WRITE_READ_SKEW)
+ENUM_MEMBER(AnomalyType, DOUBLE_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, READ_SKEW)
+ENUM_MEMBER(AnomalyType, STEP_RAT)
+// ======== IAT - 1 =========
+ENUM_MEMBER(AnomalyType, LOST_UPDATE_2)
+// ======== IAT - 2 =========
+ENUM_MEMBER(AnomalyType, READ_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, WRITE_SKEW)
+// ======== IAT - 3 =========
+ENUM_MEMBER(AnomalyType, STEP_IAT)
+// ======== Unknown =========
+ENUM_MEMBER(AnomalyType, UNKNOWN_SINGLE)
+ENUM_MEMBER(AnomalyType, UNKNOWN_DOUBLE)
+ENUM_END(AnomalyType)
+
+#endif
+#endif
+#endif
+
+#ifndef CCA_CONFLICT_SERIALIZABLE_ALGORITHM
+#define CCA_CONFLICT_SERIALIZABLE_ALGORITHM
+
+#include <optional>
+#include <functional>
+#include <iterator>
+#include <algorithm>
 #include "algorithm.h"
 
 namespace ttts {
 
+#define ENUM_FILE "../cca/conflict_serializable_algorithm.h"
+#include "../util/extend_enum.h"
+
+class PreceInfo {
+ public:
+  PreceInfo(const uint64_t trans_id, const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t pre_order, const uint32_t order)
+    : trans_id_(trans_id), pre_trans_id_(pre_trans_id), item_id_(item_id), type_(type), order_(order) {}
+  PreceInfo(const PreceInfo&) = default;
+
+  friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
+    return os << 'T' << static_cast<char>('0' + prece.pre_trans_id_) << "-[" << prece.type_ << "-"
+              << static_cast<char>('a' + prece.item_id_) << "]->" << 'T' << static_cast<char>('0' + prece.trans_id_);
+  }
+  bool operator>(const PreceInfo& p) const { return order_ > p.order_ || (order_ == p.order_ && pre_order_ > p.pre_order_); }
+  bool operator<(const PreceInfo& p) const { return order_ < p.order_ || (order_ == p.order_ && pre_order_ < p.pre_order_); }
+
+  uint64_t item_id() const { return item_id_; }
+  PreceType type() const { return type_; }
+
+ private:
+  uint64_t trans_id_;
+  uint64_t pre_trans_id_;
+  uint64_t item_id_;
+  PreceType type_;
+  uint32_t pre_order_;
+  uint32_t order_;
+};
+
 class ConflictGraphNode {
  public:
-  ConflictGraphNode() : removed_(false) {}
+  ConflictGraphNode(const uint64_t trans_id) : trans_id_(trans_id), removed_(false) {}
   ~ConflictGraphNode() {}
 
   bool HasNoPreTrans() const { return pre_trans_set_.empty(); }
-  void AddPreTrans(const uint64_t pre_trans_id) { pre_trans_set_.insert(pre_trans_id); }
+  void AddPreTrans(const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t pre_order, const uint32_t order) {
+    // we only record the first precedence between the two specific transactions
+    pre_trans_set_.emplace(pre_trans_id, PreceInfo{trans_id_, pre_trans_id, item_id, type, pre_order, order});
+  }
   void RemovePreTrans(const uint64_t pre_trans_id) { pre_trans_set_.erase(pre_trans_id); }
   void Remove() { removed_ = true; }
   bool IsRemoved() const { return removed_; }
+  std::optional<bool>& is_committed() { return is_committed_; }
+  const std::map<uint64_t, PreceInfo>& pre_trans_set() const { return pre_trans_set_; }
+  uint64_t trans_id() const { return trans_id_; }
 
  private:
-  std::set<uint64_t> pre_trans_set_;
+  const uint64_t trans_id_;
+  std::map<uint64_t, PreceInfo> pre_trans_set_;
   bool removed_;
+  std::optional<bool> is_committed_;
+};
+
+template <typename Container, typename Compare>
+static void sort(Container&& container, Compare&& comp) {
+  if (!std::is_sorted(container.begin(), container.end(), comp)) {
+    std::sort(container.begin(), container.end(), comp);
+  }
+}
+
+class Path {
+ public:
+  Path() {}
+  Path(std::vector<PreceInfo>&& preces) : preces_((sort(preces, std::greater<PreceInfo>()), std::move(preces))) {}
+  Path(const PreceInfo& prece) : preces_{prece} {}
+  Path(const Path&) = default;
+  Path(Path&&) = default;
+  Path& operator=(const Path&) = default;
+  Path& operator=(Path&&) = default;
+
+  bool operator<(const Path& p) const {
+    // impassable has the greatest weight
+    if (!passable()) {
+      return false;
+    }
+    if (!p.passable()) {
+      return true;
+    }
+    return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
+  }
+
+  Path operator+(const Path& p) const {
+    if (!passable() || !p.passable()) {
+      return {};
+    }
+    std::vector<PreceInfo> preces;
+    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
+    return preces;
+  }
+
+  friend std::ostream& operator<<(std::ostream& os, const Path& path) {
+    if (path.preces_.empty()) {
+      os << "Empty path";
+    } else {
+      std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
+    }
+    return os;
+  }
+
+  bool passable() const { return !preces_.empty(); }
+
+  const std::vector<PreceInfo>& preces() const { return preces_; }
+
+ private:
+  std::vector<PreceInfo> preces_;
 };
 
 class ConflictGraph {
  public:
-  ConflictGraph(const uint64_t trans_num) : nodes_(trans_num) {}
+  ConflictGraph(const uint64_t trans_num) : nodes_() {
+    nodes_.reserve(trans_num);
+    for (uint64_t trans_id = 0; trans_id < trans_num; ++trans_id) {
+      nodes_.emplace_back(trans_id);
+    }
+  }
 
-  void Insert(const uint64_t pre_trans_id, const uint64_t trans_id) {
+  void Insert(const std::pair<uint64_t, uint32_t>& pre_trans_id_and_order, const std::pair<uint64_t, uint32_t>& trans_id_and_order,
+      const uint64_t item_id, PreceType type) {
+    const uint64_t pre_trans_id = pre_trans_id_and_order.first;
+    const uint64_t trans_id = trans_id_and_order.first;
     if (pre_trans_id == trans_id) {
       return;
     }
-    nodes_[trans_id].AddPreTrans(pre_trans_id);
+    if (type == PreceType::WW || type == PreceType::WCW) {
+      if (!nodes_[pre_trans_id].is_committed().has_value()) {
+        type = PreceType::WW;
+      } else if (nodes_[pre_trans_id].is_committed().value()) {
+        type = PreceType::WCW;
+      } else {
+        return; // W1A2W1 does not have T2->T1 precedence
+      }
+    } else if (type == PreceType::WR || type == PreceType::WCR) {
+      if (!nodes_[pre_trans_id].is_committed().has_value()) {
+        type = PreceType::WR;
+      } else if (nodes_[pre_trans_id].is_committed().value()) {
+        type = PreceType::WCR;
+      } else {
+        return; // W1A2R1 does not have T2->T1 precedence
+      }
+    } else if ((type == PreceType::WA || type == PreceType::WC) &&
+        nodes_[pre_trans_id].is_committed().has_value() &&
+        !nodes_[pre_trans_id].is_committed().value()) {
+      return; // W1W2A2A1 and W1W2A2C1 do not have T2->T1 precedence
+    }
+    nodes_[trans_id].AddPreTrans(pre_trans_id, item_id, type, pre_trans_id_and_order.second, trans_id_and_order.second);
   }
 
-  void Insert(const std::set<uint64_t>& pre_trans_set, const uint64_t cur_trans_id) {
-    for (const uint64_t pre_trans : pre_trans_set) {
-      Insert(pre_trans, cur_trans_id);
+  void Insert(const std::map<uint64_t, uint32_t>& pre_trans_id_set, const std::pair<uint64_t, uint32_t>& trans_id_and_order,
+      const uint64_t item_id, const PreceType type) {
+    for (const auto& pre_trans_id_and_order : pre_trans_id_set) {
+      Insert(pre_trans_id_and_order, trans_id_and_order, item_id, type);
     }
   }
 
   bool HasCycle() {
-    RemoveNodesNotInCycle();
+    RemoveNodesNotInCycle_();
     for (const ConflictGraphNode& node : nodes_) {
       if (!node.HasNoPreTrans()) {
         return true;
@@ -56,22 +235,69 @@ class ConflictGraph {
     return false;
   }
 
+  std::optional<bool>& is_committed(const uint64_t trans_id) { return nodes_[trans_id].is_committed(); }
+
+  // Find the first conflict cycle in history. The latest precedence is at the head of return path.
+  Path MinCycleByFloyd() const {
+    const size_t trans_num = nodes_.size();
+    Path matrix[trans_num][trans_num];
+
+    // init matrix
+    for (uint64_t pre_trans_id = 0; pre_trans_id < trans_num; ++pre_trans_id) {
+      for (uint64_t trans_id = 0; trans_id < trans_num; ++trans_id) {
+        auto& path = matrix[pre_trans_id][trans_id];
+        auto& pre_trans_set = nodes_[trans_id].pre_trans_set();
+        if (const auto it = pre_trans_set.find(pre_trans_id); it != nodes_[trans_id].pre_trans_set().end()) {
+          path = it->second;
+        }
+      }
+    }
+
+    static auto update_path = [](Path& path, Path&& new_path) {
+      if (new_path < path) {
+        path = std::move(new_path); // do not use std::min because there is a copy cost when assign self
+      }
+    };
+
+    Path min_cycle;
+    for (uint64_t mid = 0; mid < trans_num; ++mid) {
+      // find mini cycle when pass mid node
+      for (uint64_t start = 0; start < mid; ++start) {
+        update_path(min_cycle, matrix[start][mid] + matrix[mid][start]);
+        for (uint64_t end = 0; end < mid; ++end) {
+          if (start != end) {
+            update_path(min_cycle, matrix[start][end] + matrix[end][mid] + matrix[mid][start]);
+          }
+        }
+      }
+
+      // update direct path
+      for (uint64_t start = 0; start < trans_num; ++start) {
+        for (uint64_t end = 0; end < trans_num; ++end) {
+          update_path(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
+        }
+      }
+    }
+    return min_cycle;
+  }
+
  private:
-  void RemoveNodesNotInCycle() {
-    bool found_no_pre_trans = false;
-    // A trans which did not have pretrans can not be a part of cycle.
+  // keep remove nodes of which indegree is 0
+  void RemoveNodesNotInCycle_() {
+    bool removed_node = false;
     do {
-      found_no_pre_trans = false;
-      for (uint64_t trans_id = 0; trans_id < nodes_.size(); ++trans_id) {
-        if (nodes_[trans_id].HasNoPreTrans() && !nodes_[trans_id].IsRemoved()) {
-          found_no_pre_trans = true;
-          nodes_[trans_id].Remove();
-          for (ConflictGraphNode& node : nodes_) {
-            node.RemovePreTrans(trans_id);
-          }
+      removed_node = false;
+      for (ConflictGraphNode& node_to_remove : nodes_) {
+        if (!node_to_remove.HasNoPreTrans() || node_to_remove.IsRemoved()) {
+          continue;
+        }
+        removed_node = true;
+        node_to_remove.Remove();
+        for (ConflictGraphNode& node : nodes_) {
+          node.RemovePreTrans(node_to_remove.trans_id());
         }
       }
-    } while (found_no_pre_trans);
+    } while (removed_node);
   }
 
  private:
@@ -80,51 +306,163 @@ class ConflictGraph {
 
 class ConflictSerializableAlgorithm : public HistoryAlgorithm {
  public:
-  ConflictSerializableAlgorithm() : HistoryAlgorithm("Conflict Serializable") {}
-  virtual ~ConflictSerializableAlgorithm() {}
+  ConflictSerializableAlgorithm() : HistoryAlgorithm("Conflict Serializable"), anomaly_counts_{0}, no_anomaly_count_(0) {}
+  virtual ~ConflictSerializableAlgorithm()
+  {
+    std::cout.setf(std::ios::right);
+    std::cout.precision(4);
+
+    static auto print_percent = [](auto&& value, auto&& total) {
+      std::cout << std::setw(10) << static_cast<double>(value) / total * 100 << "% = " << std::setw(5) << value << " / " << std::setw(5) << total;
+    };
+
+    const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
+    std::cout << "=== Conflict Serializable ===" << std::endl;
+
+    std::cout << std::setw(25) << "True Rollback: ";
+    print_percent(anomaly_count, anomaly_count + no_anomaly_count_);
+    std::cout << std::endl;
+
+    std::vector<std::pair<AnomalyType, uint32_t>> sorted_anomaly_counts_;
+    for (const auto anomaly : AllAnomalyType) {
+      sorted_anomaly_counts_.emplace_back(anomaly, anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+    }
+    std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
+    for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
+      std::cout << std::setw(25) << (std::string("[") + ToString(anomaly) + "] ");
+      print_percent(count, anomaly_count);
+      std::cout << std::endl;
+    }
+  }
 
   virtual bool Check(const History& history, std::ostream* const os) const override {
     ConflictGraph graph(history.trans_num());
-    std::vector<std::set<uint64_t>> read_trans_set_for_items(history.item_num());
-    std::vector<std::set<uint64_t>> write_trans_set_for_items(history.item_num());
+    std::vector<std::map<uint64_t, uint32_t>> read_trans_set_for_items(history.item_num());
+    std::vector<std::map<uint64_t, uint32_t>> write_trans_set_for_items(history.item_num());
     std::vector<std::set<uint64_t>> write_item_set_for_transs(history.trans_num());
-    for (const Operation& operation : history.operations()) {
+    for (size_t i = 0, size = history.size(); i < size; ++i) {
+      const Operation& operation = history.operations()[i];
       const uint64_t trans_id = operation.trans_id();
       if (operation.IsPointDML()) {
-        std::set<uint64_t>& read_trans_set = read_trans_set_for_items[operation.item_id()];
-        std::set<uint64_t>& write_trans_set = write_trans_set_for_items[operation.item_id()];
+        const uint64_t item_id = operation.item_id();
+        auto& read_trans_set = read_trans_set_for_items[item_id];
+        auto& write_trans_set = write_trans_set_for_items[item_id];
         if (Operation::Type::READ == operation.type()) {
-          graph.Insert(write_trans_set, trans_id); // W1R2 precedence
-          read_trans_set.insert(trans_id);
+          graph.Insert(write_trans_set, {trans_id, i}, item_id, PreceType::WR); // WR or WCR is both possible
+          read_trans_set.emplace(trans_id, i);
         } else if (Operation::Type::WRITE == operation.type()) {
-          graph.Insert(read_trans_set, trans_id); // R1W2 precedence
-          graph.Insert(write_trans_set, trans_id); // W1W2 precedence
-          write_trans_set.insert(trans_id);
-          write_item_set_for_transs[trans_id].insert(operation.item_id());  // record for abort
+          // TODO: the two different type precedences happens at the same time
+          graph.Insert(write_trans_set, {trans_id, i}, item_id, PreceType::WW); // WW or WCW is both possible
+          graph.Insert(read_trans_set, {trans_id, i}, item_id, PreceType::RW);
+          write_trans_set.emplace(trans_id, i);
+          write_item_set_for_transs[trans_id].insert(item_id); // record for check WA or WC
         }
       } else if (Operation::Type::SCAN_ODD == operation.type()) {
         // TODO: realize scan odd
       } else if (Operation::Type::ABORT == operation.type()) {
+        graph.is_committed(trans_id) = false;
         for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
-          // restore all items has been written
-          graph.Insert(read_trans_set_for_items[write_item], trans_id); // R1A2 precedence
-          graph.Insert(write_trans_set_for_items[write_item], trans_id); // W1A2 precedence
+          // TODO: the two different type precedences happens at the same time
+          graph.Insert(read_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::RA);
+          graph.Insert(write_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::WA);
         }
       } else if (Operation::Type::COMMIT == operation.type()) {
+        graph.is_committed(trans_id) = true;
         for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
-          // restore all items has been written
-          graph.Insert(write_trans_set_for_items[write_item], trans_id); // W1C2 precedence
+          graph.Insert(write_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::WC);
         }
       }
     }
-    return !graph.HasCycle();
+
+    const bool has_cycle = graph.HasCycle();
+    if (has_cycle) {
+      const auto cycle = graph.MinCycleByFloyd();
+      const auto anomaly = IdentifyAnomaly_(cycle.preces());
+      TRY_LOG(os) << "[" << anomaly << "] " << cycle;
+      ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+    } else {
+      ++no_anomaly_count_;
+    }
+
+    return !has_cycle;
   }
 
  private:
-  struct ReadWriteSet {
-    std::set<uint64_t> reads_;
-    std::set<uint64_t> writes_;
-  };
+  static AnomalyType IdentifyAnomaly_(const std::vector<PreceInfo>& preces) {
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
+      // WA and WC precedence han only appear
+      return AnomalyType::DIRTY_WRITE;
+    } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+      return AnomalyType::DIRTY_READ;
+    } else if (preces.size() > 2) {
+      return IdentifyAnomalyMultiple_(preces);
+    } else if (preces[0].item_id() == preces[1].item_id()) {
+      // when build path, later happened precedence is sorted to front. preces1 is happens before preces0
+      return IdentifyAnomalySimple_(preces[1].type(), preces[0].type());
+    } else {
+      return IdentifyAnomalyDouble_(preces[1].type(), preces[0].type());
+    }
+  }
+
+  // require type1 precedence happens before type2 precedence
+  static AnomalyType IdentifyAnomalySimple_(const PreceType early_type, const PreceType later_type) {
+    if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+      return AnomalyType::INTERMEDIATE_WRITE;
+    } else if (early_type == PreceType::WW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+      return AnomalyType::LOST_SELF_UPDATE;
+    } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
+      return AnomalyType::LOST_UPDATE_1;
+    } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
+      return AnomalyType::INTERMEDIATE_READ;
+    } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+      return AnomalyType::NON_REPEATABLE_READ;
+    } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
+      return AnomalyType::LOST_UPDATE_2;
+    } else {
+      return AnomalyType::UNKNOWN_SINGLE;
+    }
+  }
+
+  static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
+    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) {
+      return ((early_type == type1 && later_type == type2) ||
+              (early_type == type2 && later_type == type1));
+    };
+    if (any_order(PreceType::WR, PreceType::WW) || (early_type == PreceType::WW && later_type == PreceType::WCR)) {
+      return AnomalyType::DOUBLE_WRITE_SKEW_1;
+    } else if (any_order(PreceType::RW, PreceType::WW)) {
+      return AnomalyType::READ_WRITE_SKEW_1;
+    } else if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+      return AnomalyType::FULL_WRITE_SKEW;
+    } else if (early_type == PreceType::WR && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+      return AnomalyType::WRITE_READ_SKEW;
+    } else if (early_type == PreceType::WR && later_type == PreceType::WCW) {
+      return AnomalyType::DOUBLE_WRITE_SKEW_2;
+    } else if (any_order(PreceType::RW, PreceType::WR) || (early_type == PreceType::RW && later_type == PreceType::WCR)) {
+      return AnomalyType::READ_SKEW;
+    } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
+      return AnomalyType::READ_WRITE_SKEW_2;
+    } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
+      return AnomalyType::WRITE_SKEW;
+    } else {
+      return AnomalyType::UNKNOWN_DOUBLE;
+    }
+  }
+
+  static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
+      return AnomalyType::STEP_WAT;
+    }
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
+      return AnomalyType::STEP_RAT;
+    }
+    return AnomalyType::STEP_IAT;
+  }
+
+  mutable std::array<std::atomic<uint64_t>, AnomalyTypeCount> anomaly_counts_;
+  mutable uint64_t no_anomaly_count_;
 };
 
 }  // namespace ttts
+
+#endif

From fa33f851b0737e7a94e19ef8034da0f117b9d755 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 22 Feb 2021 16:26:59 +0800
Subject: [PATCH 043/102] Output history to abort file only when operation is
 not Abort in DA workload in Deneva

---
 contrib/deneva/benchmarks/da_txn.cpp | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 1021e75f..b6035774 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -136,7 +136,9 @@ RC DATxnManager::process_query(const DAQuery* const da_query) {
     if (rc == Abort) {
         rc = start_abort();
         DA_history_mem += "Abort ";
-        abort_history = true;
+        if (txn_type != DA_ABORT) {
+          abort_history = true;
+        }
     } else if (rc == WAIT) {
         DA_history_mem += "Wait ";
         is_waiting_ = true;

From e0681c2eb6c853da483ba5df3fa38e0160248354 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 22 Feb 2021 20:28:44 +0800
Subject: [PATCH 044/102] Upload extend_enum.h

---
 src/3ts/backend/util/extend_enum.h | 51 ++++++++++++++++++++++++++++++
 1 file changed, 51 insertions(+)
 create mode 100644 src/3ts/backend/util/extend_enum.h

diff --git a/src/3ts/backend/util/extend_enum.h b/src/3ts/backend/util/extend_enum.h
new file mode 100644
index 00000000..df6ee874
--- /dev/null
+++ b/src/3ts/backend/util/extend_enum.h
@@ -0,0 +1,51 @@
+/*
+ * Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
+#ifdef ENUM_FILE
+
+#define ENUM_BEGIN(name) enum class name : uint32_t {
+#define ENUM_MEMBER(_, member) member,
+#define ENUM_END(name) name##_MAX }; constexpr inline uint32_t name##Count = static_cast<uint32_t>(name::name##_MAX);
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+
+#define ENUM_BEGIN(name)\
+inline const char* ToString(const name e);\
+inline std::ostream& operator<<(std::ostream& os, const name e) { return os << ToString(e); }\
+inline const char* ToString(const name e)\
+{\
+  static std::vector<const char*> strings {
+#define ENUM_MEMBER(_, member) #member,
+#define ENUM_END(_)\
+  };\
+  return strings.at(static_cast<uint32_t>(e));\
+}
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+
+#define ENUM_BEGIN(name) const inline std::array<name, name##Count> All##name {
+#define ENUM_MEMBER(name, member) name::member,
+#define ENUM_END(_) };
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+#endif

From 5ff6b1104b167362e5574d3a86101d0bc70d27c8 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 23 Feb 2021 10:15:48 +0800
Subject: [PATCH 045/102] Fix unknown anomaly type in
 ConflictSerializableAlgorithm

---
 .../cca/conflict_serializable_algorithm.h     | 110 ++++++++++--------
 1 file changed, 59 insertions(+), 51 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 8687f834..33aabb49 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -77,16 +77,16 @@ namespace ttts {
 
 class PreceInfo {
  public:
-  PreceInfo(const uint64_t trans_id, const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t pre_order, const uint32_t order)
-    : trans_id_(trans_id), pre_trans_id_(pre_trans_id), item_id_(item_id), type_(type), order_(order) {}
+  PreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
+    : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order) {}
   PreceInfo(const PreceInfo&) = default;
 
   friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
     return os << 'T' << static_cast<char>('0' + prece.pre_trans_id_) << "-[" << prece.type_ << "-"
               << static_cast<char>('a' + prece.item_id_) << "]->" << 'T' << static_cast<char>('0' + prece.trans_id_);
   }
-  bool operator>(const PreceInfo& p) const { return order_ > p.order_ || (order_ == p.order_ && pre_order_ > p.pre_order_); }
-  bool operator<(const PreceInfo& p) const { return order_ < p.order_ || (order_ == p.order_ && pre_order_ < p.pre_order_); }
+  bool operator>(const PreceInfo& p) const { return order_ > p.order_; }
+  bool operator<(const PreceInfo& p) const { return order_ < p.order_; }
 
   uint64_t item_id() const { return item_id_; }
   PreceType type() const { return type_; }
@@ -96,7 +96,6 @@ class PreceInfo {
   uint64_t pre_trans_id_;
   uint64_t item_id_;
   PreceType type_;
-  uint32_t pre_order_;
   uint32_t order_;
 };
 
@@ -106,14 +105,21 @@ class ConflictGraphNode {
   ~ConflictGraphNode() {}
 
   bool HasNoPreTrans() const { return pre_trans_set_.empty(); }
-  void AddPreTrans(const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t pre_order, const uint32_t order) {
+  void AddPreTrans(const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t order) {
     // we only record the first precedence between the two specific transactions
-    pre_trans_set_.emplace(pre_trans_id, PreceInfo{trans_id_, pre_trans_id, item_id, type, pre_order, order});
+    const auto& [it, inserted] = pre_trans_set_.try_emplace(pre_trans_id, PreceInfo{pre_trans_id, trans_id_, item_id, type, order});
+    const auto& current_prece = it->second;
+    if (!inserted && current_prece.item_id() == item_id && current_prece.type() == PreceType::WR && type == PreceType::WW) {
+      // WW precedence's priority is higher than WR precedence
+      // e.g. W1a R2a W2a R1a, the pattern should be W1W2-W2R1 but not W1R2-W2R1 which cannot be identified to an anomaly
+      it->second = PreceInfo(pre_trans_id, trans_id_, item_id, type, order);
+    }
   }
   void RemovePreTrans(const uint64_t pre_trans_id) { pre_trans_set_.erase(pre_trans_id); }
   void Remove() { removed_ = true; }
   bool IsRemoved() const { return removed_; }
   std::optional<bool>& is_committed() { return is_committed_; }
+  const std::optional<bool>& is_committed() const { return is_committed_; }
   const std::map<uint64_t, PreceInfo>& pre_trans_set() const { return pre_trans_set_; }
   uint64_t trans_id() const { return trans_id_; }
 
@@ -187,41 +193,21 @@ class ConflictGraph {
     }
   }
 
-  void Insert(const std::pair<uint64_t, uint32_t>& pre_trans_id_and_order, const std::pair<uint64_t, uint32_t>& trans_id_and_order,
-      const uint64_t item_id, PreceType type) {
-    const uint64_t pre_trans_id = pre_trans_id_and_order.first;
-    const uint64_t trans_id = trans_id_and_order.first;
+  template <PreceType TYPE>
+  void Insert(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const uint32_t order) {
     if (pre_trans_id == trans_id) {
       return;
     }
-    if (type == PreceType::WW || type == PreceType::WCW) {
-      if (!nodes_[pre_trans_id].is_committed().has_value()) {
-        type = PreceType::WW;
-      } else if (nodes_[pre_trans_id].is_committed().value()) {
-        type = PreceType::WCW;
-      } else {
-        return; // W1A2W1 does not have T2->T1 precedence
-      }
-    } else if (type == PreceType::WR || type == PreceType::WCR) {
-      if (!nodes_[pre_trans_id].is_committed().has_value()) {
-        type = PreceType::WR;
-      } else if (nodes_[pre_trans_id].is_committed().value()) {
-        type = PreceType::WCR;
-      } else {
-        return; // W1A2R1 does not have T2->T1 precedence
-      }
-    } else if ((type == PreceType::WA || type == PreceType::WC) &&
-        nodes_[pre_trans_id].is_committed().has_value() &&
-        !nodes_[pre_trans_id].is_committed().value()) {
-      return; // W1W2A2A1 and W1W2A2C1 do not have T2->T1 precedence
+    const auto type = RealPreceType_<TYPE>(pre_trans_id);
+    if (type.has_value()) {
+      nodes_[trans_id].AddPreTrans(pre_trans_id, item_id, *type, order);
     }
-    nodes_[trans_id].AddPreTrans(pre_trans_id, item_id, type, pre_trans_id_and_order.second, trans_id_and_order.second);
   }
 
-  void Insert(const std::map<uint64_t, uint32_t>& pre_trans_id_set, const std::pair<uint64_t, uint32_t>& trans_id_and_order,
-      const uint64_t item_id, const PreceType type) {
-    for (const auto& pre_trans_id_and_order : pre_trans_id_set) {
-      Insert(pre_trans_id_and_order, trans_id_and_order, item_id, type);
+  template <PreceType TYPE>
+  void Insert(const std::set<uint64_t>& pre_trans_id_set, const uint64_t trans_id, const uint64_t item_id, const uint32_t order) {
+    for (const uint64_t pre_trans_id : pre_trans_id_set) {
+      Insert<TYPE>(pre_trans_id, trans_id, item_id, order);
     }
   }
 
@@ -282,6 +268,28 @@ class ConflictGraph {
   }
 
  private:
+  std::optional<PreceType> RealPreceType_(const uint64_t pre_trans_id, const std::optional<PreceType>& active_prece_type,
+      const std::optional<PreceType>& committed_prece_type, const std::optional<PreceType>& aborted_prece_type) const {
+    if (!nodes_[pre_trans_id].is_committed().has_value()) {
+      return active_prece_type;
+    } else if (nodes_[pre_trans_id].is_committed().value()) {
+      return committed_prece_type;
+    } else {
+      return aborted_prece_type;
+    }
+  }
+
+  template <PreceType TYPE>
+  std::optional<PreceType> RealPreceType_(const uint64_t pre_trans_id) const {
+    if constexpr (TYPE == PreceType::WW) {
+      return RealPreceType_(pre_trans_id, PreceType::WW, PreceType::WCW, {});
+    } else if constexpr (TYPE == PreceType::WR) {
+      return RealPreceType_(pre_trans_id, PreceType::WR, PreceType::WCR, {});
+    } else {
+      return RealPreceType_(pre_trans_id, TYPE, TYPE, {});
+    }
+  }
+
   // keep remove nodes of which indegree is 0
   void RemoveNodesNotInCycle_() {
     bool removed_node = false;
@@ -337,24 +345,24 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
 
   virtual bool Check(const History& history, std::ostream* const os) const override {
     ConflictGraph graph(history.trans_num());
-    std::vector<std::map<uint64_t, uint32_t>> read_trans_set_for_items(history.item_num());
-    std::vector<std::map<uint64_t, uint32_t>> write_trans_set_for_items(history.item_num());
+    std::vector<std::set<uint64_t>> read_trans_set_for_items(history.item_num());
+    std::vector<std::set<uint64_t>> write_trans_set_for_items(history.item_num());
     std::vector<std::set<uint64_t>> write_item_set_for_transs(history.trans_num());
     for (size_t i = 0, size = history.size(); i < size; ++i) {
       const Operation& operation = history.operations()[i];
       const uint64_t trans_id = operation.trans_id();
       if (operation.IsPointDML()) {
         const uint64_t item_id = operation.item_id();
-        auto& read_trans_set = read_trans_set_for_items[item_id];
-        auto& write_trans_set = write_trans_set_for_items[item_id];
+        std::set<uint64_t>& read_trans_set = read_trans_set_for_items[item_id];
+        std::set<uint64_t>& write_trans_set = write_trans_set_for_items[item_id];
         if (Operation::Type::READ == operation.type()) {
-          graph.Insert(write_trans_set, {trans_id, i}, item_id, PreceType::WR); // WR or WCR is both possible
-          read_trans_set.emplace(trans_id, i);
+          graph.Insert<PreceType::WR>(write_trans_set, trans_id, item_id, i); // WR or WCR is both possible
+          read_trans_set.insert(trans_id);
         } else if (Operation::Type::WRITE == operation.type()) {
-          // TODO: the two different type precedences happens at the same time
-          graph.Insert(write_trans_set, {trans_id, i}, item_id, PreceType::WW); // WW or WCW is both possible
-          graph.Insert(read_trans_set, {trans_id, i}, item_id, PreceType::RW);
-          write_trans_set.emplace(trans_id, i);
+          // WW precedence's priority is higher than RW precedence
+          graph.Insert<PreceType::WW>(write_trans_set, trans_id, item_id, i); // WW or WCW is both possible
+          graph.Insert<PreceType::RW>(read_trans_set, trans_id, item_id, i);
+          write_trans_set.insert(trans_id);
           write_item_set_for_transs[trans_id].insert(item_id); // record for check WA or WC
         }
       } else if (Operation::Type::SCAN_ODD == operation.type()) {
@@ -362,14 +370,14 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
       } else if (Operation::Type::ABORT == operation.type()) {
         graph.is_committed(trans_id) = false;
         for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
-          // TODO: the two different type precedences happens at the same time
-          graph.Insert(read_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::RA);
-          graph.Insert(write_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::WA);
+          // WA precedence's priority is higher than RA precedence
+          graph.Insert<PreceType::WA>(write_trans_set_for_items[write_item], trans_id, write_item, i);
+          graph.Insert<PreceType::RA>(read_trans_set_for_items[write_item], trans_id, write_item, i);
         }
       } else if (Operation::Type::COMMIT == operation.type()) {
         graph.is_committed(trans_id) = true;
         for (const uint64_t write_item : write_item_set_for_transs[trans_id]) {
-          graph.Insert(write_trans_set_for_items[write_item], {trans_id, i}, write_item, PreceType::WC);
+          graph.Insert<PreceType::WC>(write_trans_set_for_items[write_item], trans_id, write_item, i);
         }
       }
     }
@@ -460,7 +468,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   }
 
   mutable std::array<std::atomic<uint64_t>, AnomalyTypeCount> anomaly_counts_;
-  mutable uint64_t no_anomaly_count_;
+  mutable std::atomic<uint64_t> no_anomaly_count_;
 };
 
 }  // namespace ttts

From 8a45587c16f273beb9632bb38946879c10f46b85 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 23 Feb 2021 17:03:49 +0800
Subject: [PATCH 046/102] Update anomaly name in ConflictSerializableAlgorithm

---
 .../cca/conflict_serializable_algorithm.h     | 89 ++++++++++---------
 1 file changed, 45 insertions(+), 44 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 33aabb49..850b5c44 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -26,35 +26,36 @@ ENUM_END(PreceType)
 
 ENUM_BEGIN(AnomalyType)
 // ======== WAT - 1 =========
-ENUM_MEMBER(AnomalyType, DIRTY_WRITE)
-ENUM_MEMBER(AnomalyType, INTERMEDIATE_WRITE)
-ENUM_MEMBER(AnomalyType, LOST_SELF_UPDATE)
-ENUM_MEMBER(AnomalyType, LOST_UPDATE_1)
+ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_INTERMEDIATE_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE_1)
 // ======== WAT - 2 =========
-ENUM_MEMBER(AnomalyType, DOUBLE_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, READ_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, FULL_WRITE_SKEW)
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
 // ======== WAT - 3 =========
-ENUM_MEMBER(AnomalyType, STEP_WAT)
+ENUM_MEMBER(AnomalyType, WAT_STEP)
 // ======== RAT - 1 =========
-ENUM_MEMBER(AnomalyType, DIRTY_READ)
-ENUM_MEMBER(AnomalyType, INTERMEDIATE_READ)
-ENUM_MEMBER(AnomalyType, NON_REPEATABLE_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_DIRTY_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
 // ======== RAT - 2 =========
-ENUM_MEMBER(AnomalyType, WRITE_READ_SKEW)
-ENUM_MEMBER(AnomalyType, DOUBLE_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, READ_SKEW)
-ENUM_MEMBER(AnomalyType, STEP_RAT)
+ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
+// ======== RAT - 3 =========
+ENUM_MEMBER(AnomalyType, RAT_STEP)
 // ======== IAT - 1 =========
-ENUM_MEMBER(AnomalyType, LOST_UPDATE_2)
+ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_2)
 // ======== IAT - 2 =========
-ENUM_MEMBER(AnomalyType, READ_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, WRITE_SKEW)
+ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
 // ======== IAT - 3 =========
-ENUM_MEMBER(AnomalyType, STEP_IAT)
+ENUM_MEMBER(AnomalyType, IAT_STEP)
 // ======== Unknown =========
-ENUM_MEMBER(AnomalyType, UNKNOWN_SINGLE)
-ENUM_MEMBER(AnomalyType, UNKNOWN_DOUBLE)
+ENUM_MEMBER(AnomalyType, UNKNOWN_1)
+ENUM_MEMBER(AnomalyType, UNKNOWN_2)
 ENUM_END(AnomalyType)
 
 #endif
@@ -327,7 +328,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
     std::cout << "=== Conflict Serializable ===" << std::endl;
 
-    std::cout << std::setw(25) << "True Rollback: ";
+    std::cout << std::setw(30) << "True Rollback: ";
     print_percent(anomaly_count, anomaly_count + no_anomaly_count_);
     std::cout << std::endl;
 
@@ -337,7 +338,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     }
     std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
     for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
-      std::cout << std::setw(25) << (std::string("[") + ToString(anomaly) + "] ");
+      std::cout << std::setw(30) << (std::string("[") + ToString(anomaly) + "] ");
       print_percent(count, anomaly_count);
       std::cout << std::endl;
     }
@@ -399,9 +400,9 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   static AnomalyType IdentifyAnomaly_(const std::vector<PreceInfo>& preces) {
     if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
       // WA and WC precedence han only appear
-      return AnomalyType::DIRTY_WRITE;
+      return AnomalyType::WAT_1_DIRTY_WRITE;
     } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
-      return AnomalyType::DIRTY_READ;
+      return AnomalyType::RAT_1_DIRTY_READ;
     } else if (preces.size() > 2) {
       return IdentifyAnomalyMultiple_(preces);
     } else if (preces[0].item_id() == preces[1].item_id()) {
@@ -415,19 +416,19 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   // require type1 precedence happens before type2 precedence
   static AnomalyType IdentifyAnomalySimple_(const PreceType early_type, const PreceType later_type) {
     if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-      return AnomalyType::INTERMEDIATE_WRITE;
+      return AnomalyType::WAT_1_INTERMEDIATE_WRITE;
     } else if (early_type == PreceType::WW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-      return AnomalyType::LOST_SELF_UPDATE;
+      return AnomalyType::WAT_1_LOST_SELF_UPDATE;
     } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
-      return AnomalyType::LOST_UPDATE_1;
+      return AnomalyType::WAT_1_LOST_UPDATE_1;
     } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
-      return AnomalyType::INTERMEDIATE_READ;
+      return AnomalyType::RAT_1_INTERMEDIATE_READ;
     } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-      return AnomalyType::NON_REPEATABLE_READ;
+      return AnomalyType::RAT_1_NON_REPEATABLE_READ;
     } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-      return AnomalyType::LOST_UPDATE_2;
+      return AnomalyType::IAT_1_LOST_UPDATE_2;
     } else {
-      return AnomalyType::UNKNOWN_SINGLE;
+      return AnomalyType::UNKNOWN_1;
     }
   }
 
@@ -437,34 +438,34 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
               (early_type == type2 && later_type == type1));
     };
     if (any_order(PreceType::WR, PreceType::WW) || (early_type == PreceType::WW && later_type == PreceType::WCR)) {
-      return AnomalyType::DOUBLE_WRITE_SKEW_1;
+      return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1;
     } else if (any_order(PreceType::RW, PreceType::WW)) {
-      return AnomalyType::READ_WRITE_SKEW_1;
+      return AnomalyType::WAT_2_READ_WRITE_SKEW_1;
     } else if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-      return AnomalyType::FULL_WRITE_SKEW;
+      return AnomalyType::WAT_2_FULL_WRITE_SKEW;
     } else if (early_type == PreceType::WR && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-      return AnomalyType::WRITE_READ_SKEW;
+      return AnomalyType::RAT_2_WRITE_READ_SKEW;
     } else if (early_type == PreceType::WR && later_type == PreceType::WCW) {
-      return AnomalyType::DOUBLE_WRITE_SKEW_2;
+      return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_2;
     } else if (any_order(PreceType::RW, PreceType::WR) || (early_type == PreceType::RW && later_type == PreceType::WCR)) {
-      return AnomalyType::READ_SKEW;
+      return AnomalyType::RAT_2_READ_SKEW;
     } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-      return AnomalyType::READ_WRITE_SKEW_2;
+      return AnomalyType::IAT_2_READ_WRITE_SKEW_2;
     } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
-      return AnomalyType::WRITE_SKEW;
+      return AnomalyType::IAT_2_WRITE_SKEW;
     } else {
-      return AnomalyType::UNKNOWN_DOUBLE;
+      return AnomalyType::UNKNOWN_2;
     }
   }
 
   static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
     if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
-      return AnomalyType::STEP_WAT;
+      return AnomalyType::WAT_STEP;
     }
     if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
-      return AnomalyType::STEP_RAT;
+      return AnomalyType::RAT_STEP;
     }
-    return AnomalyType::STEP_IAT;
+    return AnomalyType::IAT_STEP;
   }
 
   mutable std::array<std::atomic<uint64_t>, AnomalyTypeCount> anomaly_counts_;

From bcb6ff0a111bf9153562511116f90b74b6f7d6f3 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 23 Feb 2021 17:54:15 +0800
Subject: [PATCH 047/102] Make entend_enum functions template

---
 .../cca/conflict_serializable_algorithm.h     |  4 +--
 src/3ts/backend/util/extend_enum.h            | 29 ++++++++++++++-----
 2 files changed, 23 insertions(+), 10 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 850b5c44..4af2c1ca 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -333,7 +333,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     std::cout << std::endl;
 
     std::vector<std::pair<AnomalyType, uint32_t>> sorted_anomaly_counts_;
-    for (const auto anomaly : AllAnomalyType) {
+    for (const auto anomaly : Members<AnomalyType>()) {
       sorted_anomaly_counts_.emplace_back(anomaly, anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
     }
     std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
@@ -468,7 +468,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     return AnomalyType::IAT_STEP;
   }
 
-  mutable std::array<std::atomic<uint64_t>, AnomalyTypeCount> anomaly_counts_;
+  mutable std::array<std::atomic<uint64_t>, Count<AnomalyType>()> anomaly_counts_;
   mutable std::atomic<uint64_t> no_anomaly_count_;
 };
 
diff --git a/src/3ts/backend/util/extend_enum.h b/src/3ts/backend/util/extend_enum.h
index df6ee874..d0fa1748 100644
--- a/src/3ts/backend/util/extend_enum.h
+++ b/src/3ts/backend/util/extend_enum.h
@@ -9,11 +9,19 @@
  *
  */
 
+#include <type_traits>
+
+
 #ifdef ENUM_FILE
 
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> constexpr uint32_t Count();
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> const char* ToString(const EnumType e);
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> std::ostream& operator<<(std::ostream& os, const EnumType e);
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> const std::array<EnumType, Count<EnumType>()>& Members();
+
 #define ENUM_BEGIN(name) enum class name : uint32_t {
 #define ENUM_MEMBER(_, member) member,
-#define ENUM_END(name) name##_MAX }; constexpr inline uint32_t name##Count = static_cast<uint32_t>(name::name##_MAX);
+#define ENUM_END(name) name##_MAX }; template <> constexpr uint32_t Count<name>() { return static_cast<uint32_t>(name::name##_MAX); }
 
 #include ENUM_FILE
 
@@ -22,16 +30,15 @@
 #undef ENUM_END
 
 #define ENUM_BEGIN(name)\
-inline const char* ToString(const name e);\
-inline std::ostream& operator<<(std::ostream& os, const name e) { return os << ToString(e); }\
-inline const char* ToString(const name e)\
+template <> const char* ToString<name>(const name e)\
 {\
   static std::vector<const char*> strings {
 #define ENUM_MEMBER(_, member) #member,
-#define ENUM_END(_)\
+#define ENUM_END(name)\
   };\
   return strings.at(static_cast<uint32_t>(e));\
-}
+}\
+template <> std::ostream& operator<<<name>(std::ostream& os, const name e) { return os << ToString(e); }
 
 #include ENUM_FILE
 
@@ -39,9 +46,15 @@ inline const char* ToString(const name e)\
 #undef ENUM_MEMBER
 #undef ENUM_END
 
-#define ENUM_BEGIN(name) const inline std::array<name, name##Count> All##name {
+#define ENUM_BEGIN(name)\
+template <> const std::array<name, Count<name>()>& Members()\
+{\
+  static const std::array<name, Count<name>()> members {
 #define ENUM_MEMBER(name, member) name::member,
-#define ENUM_END(_) };
+#define ENUM_END(_)\
+  };\
+  return members;\
+}
 
 #include ENUM_FILE
 

From 18592ebde4e7d21748dfda2b03532fb9ea9620cb Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 23 Feb 2021 21:41:32 +0800
Subject: [PATCH 048/102] Support tcl_position NOWHERE && Fix STEP anomaly
 detect in ConflictSerializableAlgorithm

---
 config.cfg.template                           | 12 +--
 .../cca/conflict_serializable_algorithm.h     | 20 +++--
 src/3ts/backend/history/generator.h           | 89 ++++++++++---------
 src/3ts/backend/history/parse_config.h        | 25 +++---
 src/3ts/backend/history/run.h                 |  4 +-
 src/3ts/backend/util/extend_enum.h            |  2 +
 src/3ts/backend/util/generic.h                | 36 ++++++--
 7 files changed, 114 insertions(+), 74 deletions(-)

diff --git a/config.cfg.template b/config.cfg.template
index 2b8f2d65..fa3f60ef 100644
--- a/config.cfg.template
+++ b/config.cfg.template
@@ -21,7 +21,7 @@ BenchmarkRun = {
   algorithms = ("SSI"); // concurrent algorithms
   history_num = 1024L; // number of histories to generate
 	with_abort = true; // generate history with Abort operation
-	tail_tcl = true; // generate TCL operation only on the tail of history
+	tcl_position = "TAIL"; // generate TCL operation in history position ("TAIL", "ANYWHERE", "NOWHERE")
   os = "cout"; // filename the benchmark result output to, "cout" means standard output
 };
 
@@ -35,9 +35,9 @@ TraversalGenerator = {
 	subtask_num = 10L; // number of subtasks
 	subtask_id = 0L; // the id of subtask to run
 	with_abort = true; // generate history with Abort operation
-  with_scan = "NO"; // generate history with ScanOdd operation ("NO", "SOME", "ALL")
-  with_write = "SOME"; // generate history with Write operation ("NO", "SOME", "ALL")
-	tail_tcl = false; // generate TCL operation only on the tail of history
+  with_scan = "NONE_HAVE"; // generate history with ScanOdd operation ("NONE_HAVE", "ALL_HAVE", "NO_LIMIT")
+  with_write = "NO_LIMIT"; // generate history with Write operation ("NONE_HAVE", "ALL_HAVE", "NO_LIMIT")
+	tcl_position = "ANYWHERE"; // generate TCL operation in history position ("TAIL", "ANYWHERE", "NOWHERE")
   allow_empty_trans = false; // transactions generated can be without DML operations
   dynamic_history_len = false; // number of DML operation can be less than <max_dml>
 };
@@ -54,8 +54,8 @@ RandomGenerator = {
 	max_dml = 2L; // max number of DML operations
   history_num = 100L; // number of histories to generate
 	with_abort = true; // generate history with Abort operation
-  with_scan = "NO"; // generate history with ScanOdd operation ("NO", "SOME", "ALL")
-	tail_tcl = true; // generate TCL operation only on the tail of history
+  with_scan = "NONE_HAVE"; // generate history with ScanOdd operation ("NONE_HAVE", "ALL_HAVE", "NO_LIMIT")
+	tcl_position = "TAIL"; // generate TCL operation in history position ("TAIL", "ANYWHERE", "NOWHERE")
   allow_empty_trans = false; // transactions generated can be without DML operations
   dynamic_history_len = false; // number of DML operation can be less than <max_dml>
 }
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 4af2c1ca..439dd7b2 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -397,19 +397,29 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   }
 
  private:
+  static uint64_t ItemCount_(const std::vector<PreceInfo>& preces) {
+    std::set<uint64_t> item_ids;
+    for (const auto prece : preces) {
+      item_ids.emplace(prece.item_id());
+    }
+    return item_ids.size();
+  }
+
   static AnomalyType IdentifyAnomaly_(const std::vector<PreceInfo>& preces) {
+    assert(preces.size() >= 2);
+    const uint64_t item_count = ItemCount_(preces);
     if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
       // WA and WC precedence han only appear
       return AnomalyType::WAT_1_DIRTY_WRITE;
     } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
       return AnomalyType::RAT_1_DIRTY_READ;
-    } else if (preces.size() > 2) {
-      return IdentifyAnomalyMultiple_(preces);
-    } else if (preces[0].item_id() == preces[1].item_id()) {
+    } else if (item_count == 1) {
       // when build path, later happened precedence is sorted to front. preces1 is happens before preces0
-      return IdentifyAnomalySimple_(preces[1].type(), preces[0].type());
+      return IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
+    } else if (item_count == 2) {
+      return IdentifyAnomalyDouble_(preces.back().type(), preces.front().type());
     } else {
-      return IdentifyAnomalyDouble_(preces[1].type(), preces[0].type());
+      return IdentifyAnomalyMultiple_(preces);
     }
   }
 
diff --git a/src/3ts/backend/history/generator.h b/src/3ts/backend/history/generator.h
index 90c96f8e..c6eebb82 100644
--- a/src/3ts/backend/history/generator.h
+++ b/src/3ts/backend/history/generator.h
@@ -49,7 +49,7 @@ class RandomHistoryGenerator : public HistoryGenerator {
         dml_operation_num_(opt.max_dml),
         history_num_(history_num),
         with_abort_(opt.with_abort),
-        tail_tcl_(opt.tail_tcl),
+        tcl_position_(opt.tcl_position),
         rd_(),
         gen_(rd_()),
         rand_trans_id_(0, trans_num_ - 1),
@@ -60,10 +60,13 @@ class RandomHistoryGenerator : public HistoryGenerator {
 
   virtual void DeliverHistories(const std::function<void(History &&)> &handle) const {
     for (uint64_t history_no = 0; history_no < history_num_; ++history_no) {
-      if (tail_tcl_) {
+      if (tcl_position_ == TclPosition::TAIL) {
         handle(MakeDMLHistory() + MakeTCLHistory());
-      } else {
+      } else if (tcl_position_ == TclPosition::ANYWHERE) {
         handle(ShuffleHistory(MakeDMLHistory() + MakeTCLHistory()));
+      } else {
+        assert(tcl_position_ == TclPosition::NOWHERE);
+        handle(ShuffleHistory(MakeDMLHistory()));
       }
     }
   }
@@ -129,7 +132,7 @@ class RandomHistoryGenerator : public HistoryGenerator {
   const uint64_t dml_operation_num_;
   const uint64_t history_num_;
   const bool with_abort_;
-  const bool tail_tcl_;
+  const TclPosition tcl_position_;
   mutable std::random_device rd_;
   mutable std::mt19937 gen_;
   mutable std::uniform_int_distribution<uint64_t> rand_trans_id_;
@@ -146,7 +149,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
         subtask_num_(opt.subtask_num),
         dfs_cnt_(opt.subtask_num - opt.subtask_id),
         with_abort_(opt.with_abort),
-        tail_tcl_(opt.tail_tcl),
+        tcl_position_(opt.tcl_position),
         allow_empty_trans_(opt.allow_empty_trans),
         dynamic_history_len_(opt.dynamic_history_len),
         with_scan_(opt.with_scan),
@@ -155,8 +158,8 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   void DeliverHistories(const std::function<void(History &&)> &handle) const {
     std::vector<Operation> tmp_operations;
     RecursiveFillDMLHistory(
-        [this, &handle](const History &dml_history, const uint64_t max_trans_id) {
-          HandleDMLHistory(handle, dml_history, max_trans_id);
+        [this, &handle](History&& dml_history, const uint64_t max_trans_id) {
+          HandleDMLHistory(handle, std::move(dml_history), max_trans_id);
         },
         tmp_operations, 0, 0);
   }
@@ -164,29 +167,29 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   static uint64_t cut_down_;
 
  private:
-  void HandleHistory(const std::function<void(History &&)> &handle, const History &history) const {
-    History history_copy = history;  // copy History
-    handle(std::move(history_copy));
-  }
-
-  void HandleTCLHistory(const std::function<void(History &&)> &handle, const History &dml_history,
-                        const History &dtl_history) const {
-    // Firstly, append every dml_history with dtl_history.
+  void HandleTCLHistory(const std::function<void(History &&)> &handle, History&& dml_history,
+                        History&& dtl_history) const {
     History history_tot = dml_history + dtl_history;
-    // Then move dtl_history at a suitable location, forward.
-    RecursiveMoveForwardTCLOperation(
-        [this, &handle](const History &history) { HandleHistory(handle, history); }, history_tot,
-        dml_history.size());
+    if (tcl_position_ == TclPosition::TAIL) {
+      handle(std::move(history_tot));
+    } else {
+      assert(tcl_position_ == TclPosition::ANYWHERE);
+      RecursiveMoveForwardTCLOperation(handle, std::move(history_tot), dml_history.size());
+    }
   }
 
-  void HandleDMLHistory(const std::function<void(History &&)> &handle, const History &dml_history,
+  void HandleDMLHistory(const std::function<void(History&&)> &handle, History&& dml_history,
                         const uint64_t max_trans_id) const {
     std::vector<bool> is_commits;
-    RecursiveFillTCLHistory(
-        [this, &handle, &dml_history](const History &dtl_history) {
-          HandleTCLHistory(handle, dml_history, dtl_history);
-        },
-        is_commits, dml_history.trans_num());
+    if (tcl_position_ == TclPosition::NOWHERE) {
+      handle(std::move(dml_history));
+    } else {
+      RecursiveFillTCLHistory(
+          [this, &handle, &dml_history](History&& dtl_history) {
+            HandleTCLHistory(handle, std::move(dml_history), std::move(dtl_history));
+          },
+          is_commits, dml_history.trans_num());
+    }
   }
 
   bool OnlyOneTrans(const std::vector<Operation> &operations) const {
@@ -198,7 +201,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     return true;
   }
 
-  void RecursiveFillDMLHistoryOver(const std::function<void(const History&, const uint64_t)> &handle,
+  void RecursiveFillDMLHistoryOver(const std::function<void(History&&, const uint64_t)> &handle,
                                    std::vector<Operation> &operations, uint64_t max_trans_id,
                                    uint64_t max_item_id) const {
     const auto check_has_operation = [this, &operations](const Operation::Type type) {
@@ -210,8 +213,8 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     };
 
     if (dfs_cnt_ == subtask_num_) {
-      if ((with_scan_ != Options::Intensity::ALL || check_has_operation(Operation::Type::SCAN_ODD)) &&
-          (with_write_ != Options::Intensity::ALL || check_has_operation(Operation::Type::WRITE)) && // cannot all readonly transactions
+      if ((with_scan_ != Intensity::ALL_HAVE || check_has_operation(Operation::Type::SCAN_ODD)) &&
+          (with_write_ != Intensity::ALL_HAVE || check_has_operation(Operation::Type::WRITE)) && // cannot all readonly transactions
           (allow_empty_trans_ || max_trans_id == trans_num_)) {
         handle(History(max_trans_id, max_item_id, operations), max_trans_id);
       } else {
@@ -222,7 +225,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     ++dfs_cnt_;
   }
 
-  void RecursiveFillDMLHistoryContinue(const std::function<void(const History&, const uint64_t)> &handle,
+  void RecursiveFillDMLHistoryContinue(const std::function<void(History&&, const uint64_t)> &handle,
                                        std::vector<Operation> &operations, uint64_t max_trans_id,
                                        uint64_t max_item_id) const {
     const size_t cur = operations.size();
@@ -243,11 +246,11 @@ class TraversalHistoryGenerator : public HistoryGenerator {
           }
         };
         fill_dml(Operation::ReadTypeConstant());
-        if (with_write_ != Options::Intensity::NO) {
+        if (with_write_ != Intensity::NONE_HAVE) {
           fill_dml(Operation::WriteTypeConstant());
         }
       }
-      if (with_scan_ != Options::Intensity::NO &&
+      if (with_scan_ != Intensity::NONE_HAVE &&
           !(cur > 0 && operations[cur - 1].type() == Operation::Type::SCAN_ODD &&
             trans_id == operations[cur - 1].trans_id())) {
         operations.emplace_back(Operation::ScanOddTypeConstant(), trans_id);
@@ -258,7 +261,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   }
 
   // Generate all possible DML histories and pass each history to handle.
-  void RecursiveFillDMLHistory(const std::function<void(const History &, const uint64_t)> &handle,
+  void RecursiveFillDMLHistory(const std::function<void(History&&, const uint64_t)> &handle,
                                std::vector<Operation> &operations, uint64_t max_trans_id,
                                uint64_t max_item_id) const {
     if (dynamic_history_len_ || operations.size() == dml_operation_num_) {
@@ -269,7 +272,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     }
   }
 
-  void RecursiveFillTCLHistoryOver(const std::function<void(const History &)> &handle,
+  void RecursiveFillTCLHistoryOver(const std::function<void(History&&)> &handle,
                                    const std::vector<bool> &is_commits) const {
     std::vector<Operation> dtl_operations;
     uint64_t abort_trans_num = 0;
@@ -288,7 +291,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
     } while (std::next_permutation(dtl_operations.begin(), dtl_operations.end()));
   }
 
-  void RecursiveFillTCLHistoryContinue(const std::function<void(const History &)> &handle,
+  void RecursiveFillTCLHistoryContinue(const std::function<void(History&&)> &handle,
                                        std::vector<bool> &is_commits, const uint64_t trans_num) const {
     // traverse all possible transaction commit/abort states
     for (const bool is_commit : { true, false }) {
@@ -299,7 +302,7 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   }
 
   // Generate all possible TCL histories and pass each history to handle.
-  void RecursiveFillTCLHistory(const std::function<void(const History &)> &handle,
+  void RecursiveFillTCLHistory(const std::function<void(History&&)> &handle,
                                std::vector<bool> &is_commits, const uint64_t trans_num) const {
     if (!with_abort_) {
       is_commits.assign(trans_num, true);
@@ -312,10 +315,12 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   }
 
   // Remix the DML operations and tailing TCL operations.
-  void RecursiveMoveForwardTCLOperation(const std::function<void(const History &)> &handle,
-                                        History &history, const size_t pos) const {
-    if (pos == history.size() || tail_tcl_) {
-      handle(history);
+  template <typename HistoryRef>
+  void RecursiveMoveForwardTCLOperation(const std::function<void(History&&)> &handle,
+                                        HistoryRef&& history, const size_t pos) const {
+    if (pos == history.size() || tcl_position_ == TclPosition::TAIL) {
+      // copy the history because we will go on moving forward tcl in this history
+      handle(History(history));
     } else {
       RecursiveMoveForwardTCLOperation(handle, history, pos + 1);
       size_t i = pos;
@@ -338,11 +343,11 @@ class TraversalHistoryGenerator : public HistoryGenerator {
   const uint64_t subtask_num_;
   mutable uint64_t dfs_cnt_;
   const bool with_abort_;
-  const bool tail_tcl_;
+  const TclPosition tcl_position_;
   const bool allow_empty_trans_;
   const bool dynamic_history_len_;
-  const Options::Intensity with_scan_;
-  const Options::Intensity with_write_;
+  const Intensity with_scan_;
+  const Intensity with_write_;
 };
 uint64_t TraversalHistoryGenerator::cut_down_ = 0;
 }  // namespace ttts
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index a39e573c..7232950a 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -24,12 +24,15 @@
 #include "outputter.h"
 #include "run.h"
 
-ttts::Options::Intensity IntensityParse(const std::string& intensity_string)
+template <typename EnumType>
+EnumType EnumParse(const std::string& s)
 {
-  if (intensity_string == "NO") { return ttts::Options::Intensity::NO; }
-  if (intensity_string == "SOME") { return ttts::Options::Intensity::SOME; }
-  if (intensity_string == "ALL") { return ttts::Options::Intensity::ALL; }
-  throw "Parse Intensity failed: " + intensity_string;
+  for (const auto e : Members<EnumType>()) {
+    if (s == ToString(e)) {
+      return e;
+    }
+  }
+  throw std::string("Parse Enum failed: ") + s + " type:" + typeid(EnumType).name();
 }
 
 std::shared_ptr<ttts::HistoryGenerator> GeneratorParse(const libconfig::Config &cfg,
@@ -46,11 +49,11 @@ std::shared_ptr<ttts::HistoryGenerator> GeneratorParse(const libconfig::Config &
       opt.item_num = s.lookup("item_num");
       opt.max_dml = s.lookup("max_dml");
       opt.with_abort = s.lookup("with_abort");
-      opt.tail_tcl = s.lookup("tail_tcl");
+      opt.tcl_position = EnumParse<TclPosition>(s.lookup("tcl_position"));
       opt.dynamic_history_len = s.lookup("dynamic_history_len");
       opt.allow_empty_trans = s.lookup("allow_empty_trans");
-      opt.with_scan = IntensityParse(s.lookup("with_scan"));
-      opt.with_write = IntensityParse(s.lookup("with_write"));
+      opt.with_scan = EnumParse<Intensity>(s.lookup("with_scan"));
+      opt.with_write = EnumParse<Intensity>(s.lookup("with_write"));
       if (name == "TraversalGenerator") {
         opt.subtask_num = s.lookup("subtask_num");
         opt.subtask_id = s.lookup("subtask_id");
@@ -263,12 +266,12 @@ void BenchmarkRunParse(const libconfig::Config &cfg) {
     const uint64_t history_num = s.lookup("history_num");
     const std::string os = s.lookup("os");
     const bool with_abort = s.lookup("with_abort");
-    const bool tail_tcl = s.lookup("tail_tcl");
+    const TclPosition tcl_position = EnumParse<TclPosition>(s.lookup("tcl_position"));
     if (os == "cout")
-      BenchmarkRun(trans_nums, item_nums, history_num, algorithms, std::cout, with_abort, tail_tcl);
+      BenchmarkRun(trans_nums, item_nums, history_num, algorithms, std::cout, with_abort, tcl_position);
     else
       BenchmarkRun(trans_nums, item_nums, history_num, algorithms, std::ofstream(os), with_abort,
-                   tail_tcl);
+                   tcl_position);
   } catch (const libconfig::SettingNotFoundException &nfex) {
     throw "Func BenchmarkRun setting " + std::string(nfex.getPath()) + " no found";
   }
diff --git a/src/3ts/backend/history/run.h b/src/3ts/backend/history/run.h
index f4ab037d..98b27a98 100644
--- a/src/3ts/backend/history/run.h
+++ b/src/3ts/backend/history/run.h
@@ -130,10 +130,10 @@ template <typename OS>
 void BenchmarkRun(const std::vector<uint64_t> &trans_nums, const std::vector<uint64_t> &item_nums,
                   const uint64_t num,
                   const std::vector<std::shared_ptr<HistoryAlgorithm>> &algorithms, OS &&os,
-                  const bool with_abort, const bool tail_tcl) {
+                  const bool with_abort, const TclPosition tcl_position) {
   Options opts;
   opts.with_abort = with_abort;
-  opts.tail_tcl = tail_tcl;
+  opts.tcl_position = tcl_position;
   for (const uint64_t trans_num : trans_nums) {
     for (const uint64_t item_num : item_nums) {
       const uint64_t dml_operation_num = trans_num * item_num / 4;
diff --git a/src/3ts/backend/util/extend_enum.h b/src/3ts/backend/util/extend_enum.h
index d0fa1748..2d01c978 100644
--- a/src/3ts/backend/util/extend_enum.h
+++ b/src/3ts/backend/util/extend_enum.h
@@ -61,4 +61,6 @@ template <> const std::array<name, Count<name>()>& Members()\
 #undef ENUM_BEGIN
 #undef ENUM_MEMBER
 #undef ENUM_END
+
+#undef ENUM_FILE
 #endif
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index d95dce4e..95e7a089 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -8,7 +8,29 @@
  * Author: williamcliu@tencent.com
  *
  */
-#pragma once
+
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(Intensity)
+ENUM_MEMBER(Intensity, NONE_HAVE)
+ENUM_MEMBER(Intensity, ALL_HAVE)
+ENUM_MEMBER(Intensity, NO_LIMIT)
+ENUM_END(Intensity)
+
+ENUM_BEGIN(TclPosition)
+ENUM_MEMBER(TclPosition, TAIL)
+ENUM_MEMBER(TclPosition, ANYWHERE)
+ENUM_MEMBER(TclPosition, NOWHERE)
+ENUM_END(TclPosition)
+
+#endif
+#endif
+#endif
+
+#ifndef UTIL_GENERIC_H
+#define UTIL_GENERIC_H
 #include <sys/time.h>
 #include <unistd.h>
 
@@ -341,13 +363,10 @@ class History {
   std::string anomaly_name_;
 };
 
+#define ENUM_FILE "./generic.h"
+#include "extend_enum.h"
+
 struct Options {
-  enum class Intensity
-  {
-    NO = 0,   // No histories satisfies the requirement
-    SOME = 1, // Some histories satisfies the requirement
-    ALL = 2,  // All histories satisfies the requirement
-  };
   uint64_t trans_num;
   uint64_t item_num;
 
@@ -356,7 +375,7 @@ struct Options {
   uint64_t max_dml;
 
   bool with_abort;
-  bool tail_tcl;
+  TclPosition tcl_position;
   bool allow_empty_trans;
   bool dynamic_history_len;
 
@@ -365,3 +384,4 @@ struct Options {
 };
 
 }  // namespace ttts
+#endif

From 20d2343b04f33b7958673c710f92e654c397e2cd Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 24 Feb 2021 11:14:25 +0800
Subject: [PATCH 049/102] Fix unknown anomaly in ConflictSerializableAlgorithm

---
 .../cca/conflict_serializable_algorithm.h      | 18 ++++++++++++++----
 1 file changed, 14 insertions(+), 4 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 439dd7b2..89d584a5 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -79,7 +79,7 @@ namespace ttts {
 class PreceInfo {
  public:
   PreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
-    : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order) {}
+    : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order), can_be_ww_(false) {}
   PreceInfo(const PreceInfo&) = default;
 
   friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
@@ -92,12 +92,16 @@ class PreceInfo {
   uint64_t item_id() const { return item_id_; }
   PreceType type() const { return type_; }
 
+  void MarkWW() { can_be_ww_ = true; }
+  bool MarkedWW() const { return can_be_ww_; }
+
  private:
   uint64_t trans_id_;
   uint64_t pre_trans_id_;
   uint64_t item_id_;
   PreceType type_;
   uint32_t order_;
+  bool can_be_ww_;
 };
 
 class ConflictGraphNode {
@@ -111,9 +115,11 @@ class ConflictGraphNode {
     const auto& [it, inserted] = pre_trans_set_.try_emplace(pre_trans_id, PreceInfo{pre_trans_id, trans_id_, item_id, type, order});
     const auto& current_prece = it->second;
     if (!inserted && current_prece.item_id() == item_id && current_prece.type() == PreceType::WR && type == PreceType::WW) {
-      // WW precedence's priority is higher than WR precedence
       // e.g. W1a R2a W2a R1a, the pattern should be W1W2-W2R1 but not W1R2-W2R1 which cannot be identified to an anomaly
-      it->second = PreceInfo(pre_trans_id, trans_id_, item_id, type, order);
+      // We need add a WW flag on W1R2 precedence so that we can try regard W1R2 as W1W2
+      // Note that we cannot replace the precedence directly.
+      // e.g. R0a W1a W1b R0b W0b, the anomaly happens at R0b, but if we replace W1bR0b with W1bW0b, the anomaly is delayed to W0b
+      it->second.MarkWW();
     }
   }
   void RemovePreTrans(const uint64_t pre_trans_id) { pre_trans_set_.erase(pre_trans_id); }
@@ -415,7 +421,11 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
       return AnomalyType::RAT_1_DIRTY_READ;
     } else if (item_count == 1) {
       // when build path, later happened precedence is sorted to front. preces1 is happens before preces0
-      return IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
+      auto anomaly_type = IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
+      if (anomaly_type == AnomalyType::UNKNOWN_1 && preces.back().MarkedWW()) {
+        anomaly_type = IdentifyAnomalySimple_(PreceType::WW, preces.front().type());
+      }
+      return anomaly_type;
     } else if (item_count == 2) {
       return IdentifyAnomalyDouble_(preces.back().type(), preces.front().type());
     } else {

From b4070e6e354db1666931e64549fb9c94c6b589db Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 10 Mar 2021 19:59:50 +0800
Subject: [PATCH 050/102] Change strings list from std::vector to std::array in
 extend_enum.h

---
 src/3ts/backend/util/extend_enum.h | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/3ts/backend/util/extend_enum.h b/src/3ts/backend/util/extend_enum.h
index 2d01c978..6fc5277a 100644
--- a/src/3ts/backend/util/extend_enum.h
+++ b/src/3ts/backend/util/extend_enum.h
@@ -9,9 +9,6 @@
  *
  */
 
-#include <type_traits>
-
-
 #ifdef ENUM_FILE
 
 template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> constexpr uint32_t Count();
@@ -32,7 +29,7 @@ template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v
 #define ENUM_BEGIN(name)\
 template <> const char* ToString<name>(const name e)\
 {\
-  static std::vector<const char*> strings {
+  static std::array<const char*, Count<name>()> strings {
 #define ENUM_MEMBER(_, member) #member,
 #define ENUM_END(name)\
   };\

From a7b720b750ef120103c13ca940b7468d5bdde312 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 10 Mar 2021 20:36:39 +0800
Subject: [PATCH 051/102] Divide DLI_IDENTIFY from
 ConflictSerializableAlgorithm

---
 README.md                                             | 1 +
 src/3ts/backend/cca/conflict_serializable_algorithm.h | 8 +++++---
 src/3ts/backend/history/parse_config.h                | 4 +++-
 3 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 7057de41..81aefc2d 100644
--- a/README.md
+++ b/README.md
@@ -62,6 +62,7 @@ If you want to better understand the aims of our project, please view [3TS opens
       - `"SerializableAlgorithm_FINAL_SAME_RR"` // repeatable read strategy
       - `"SerializableAlgorithm_FINAL_SAME_SI"` // snapshot read strategy
   - Conflict Serializable Algorithm：`"ConflictSerializableAlgorithm"`
+  - Dynamic Line Intersect (Identify Anomaly): `"DLI_IDENTIFY"`
   - Serializable Snapshot Isolation：`"SSI"`
   - Write-Snapshot Isolation：`"WSI"`
   - Backward Optimistic Concurrency Control：`"BOCC"`
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 89d584a5..bdf0758c 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -319,11 +319,13 @@ class ConflictGraph {
   std::vector<ConflictGraphNode> nodes_;
 };
 
+template <bool IDENTIFY_ANOMALY>
 class ConflictSerializableAlgorithm : public HistoryAlgorithm {
  public:
-  ConflictSerializableAlgorithm() : HistoryAlgorithm("Conflict Serializable"), anomaly_counts_{0}, no_anomaly_count_(0) {}
+  ConflictSerializableAlgorithm() : HistoryAlgorithm(IDENTIFY_ANOMALY ? "DLI_IDENTIFY OK" : "Conflict Serializable"), anomaly_counts_{0}, no_anomaly_count_(0) {}
   virtual ~ConflictSerializableAlgorithm()
   {
+    if (!IDENTIFY_ANOMALY) { return; }
     std::cout.setf(std::ios::right);
     std::cout.precision(4);
 
@@ -332,7 +334,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     };
 
     const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
-    std::cout << "=== Conflict Serializable ===" << std::endl;
+    std::cout << "=== DLI_IDENTIFY ===" << std::endl;
 
     std::cout << std::setw(30) << "True Rollback: ";
     print_percent(anomaly_count, anomaly_count + no_anomaly_count_);
@@ -390,7 +392,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     }
 
     const bool has_cycle = graph.HasCycle();
-    if (has_cycle) {
+    if (IDENTIFY_ANOMALY && has_cycle) {
       const auto cycle = graph.MinCycleByFloyd();
       const auto anomaly = IdentifyAnomaly_(cycle.preces());
       TRY_LOG(os) << "[" << anomaly << "] " << cycle;
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index 7232950a..8d03bccf 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -126,7 +126,9 @@ void AlgorithmParseInternal_(const libconfig::Config &cfg, const std::string &al
         std::make_shared<ttts::HistorySerializableAlgorithm<SerializeLevel::FINAL_SAME,
                                                             SerializeReadPolicy::SI_READ>>());
   } else if (algorithm_name == "ConflictSerializableAlgorithm") {
-    add_algorithm(std::make_shared<ttts::ConflictSerializableAlgorithm>());
+    add_algorithm(std::make_shared<ttts::ConflictSerializableAlgorithm<false>>());
+  } else if (algorithm_name == "DLI_IDENTIFY") {
+    add_algorithm(std::make_shared<ttts::ConflictSerializableAlgorithm<true>>());
   } else {
     throw "Unknown algorithm name " + algorithm_name;
   }

From 2c2a38bc79b6cdf8f72e9430f3eba1374e88baf5 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 11 Mar 2021 10:15:26 +0800
Subject: [PATCH 052/102] Remove can_be_ww in DLI_IDENTIFY

---
 .../cca/conflict_serializable_algorithm.h     | 42 +++++++------------
 1 file changed, 14 insertions(+), 28 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index bdf0758c..cf0234ea 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -79,7 +79,7 @@ namespace ttts {
 class PreceInfo {
  public:
   PreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
-    : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order), can_be_ww_(false) {}
+    : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order) {}
   PreceInfo(const PreceInfo&) = default;
 
   friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
@@ -92,16 +92,12 @@ class PreceInfo {
   uint64_t item_id() const { return item_id_; }
   PreceType type() const { return type_; }
 
-  void MarkWW() { can_be_ww_ = true; }
-  bool MarkedWW() const { return can_be_ww_; }
-
  private:
   uint64_t trans_id_;
   uint64_t pre_trans_id_;
   uint64_t item_id_;
   PreceType type_;
   uint32_t order_;
-  bool can_be_ww_;
 };
 
 class ConflictGraphNode {
@@ -112,15 +108,7 @@ class ConflictGraphNode {
   bool HasNoPreTrans() const { return pre_trans_set_.empty(); }
   void AddPreTrans(const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t order) {
     // we only record the first precedence between the two specific transactions
-    const auto& [it, inserted] = pre_trans_set_.try_emplace(pre_trans_id, PreceInfo{pre_trans_id, trans_id_, item_id, type, order});
-    const auto& current_prece = it->second;
-    if (!inserted && current_prece.item_id() == item_id && current_prece.type() == PreceType::WR && type == PreceType::WW) {
-      // e.g. W1a R2a W2a R1a, the pattern should be W1W2-W2R1 but not W1R2-W2R1 which cannot be identified to an anomaly
-      // We need add a WW flag on W1R2 precedence so that we can try regard W1R2 as W1W2
-      // Note that we cannot replace the precedence directly.
-      // e.g. R0a W1a W1b R0b W0b, the anomaly happens at R0b, but if we replace W1bR0b with W1bW0b, the anomaly is delayed to W0b
-      it->second.MarkWW();
-    }
+    pre_trans_set_.try_emplace(pre_trans_id, PreceInfo{pre_trans_id, trans_id_, item_id, type, order});
   }
   void RemovePreTrans(const uint64_t pre_trans_id) { pre_trans_set_.erase(pre_trans_id); }
   void Remove() { removed_ = true; }
@@ -422,12 +410,8 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
       return AnomalyType::RAT_1_DIRTY_READ;
     } else if (item_count == 1) {
-      // when build path, later happened precedence is sorted to front. preces1 is happens before preces0
-      auto anomaly_type = IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
-      if (anomaly_type == AnomalyType::UNKNOWN_1 && preces.back().MarkedWW()) {
-        anomaly_type = IdentifyAnomalySimple_(PreceType::WW, preces.front().type());
-      }
-      return anomaly_type;
+      // when build path, later happened precedence is sorted to front
+      return IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
     } else if (item_count == 2) {
       return IdentifyAnomalyDouble_(preces.back().type(), preces.front().type());
     } else {
@@ -437,18 +421,20 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
 
   // require type1 precedence happens before type2 precedence
   static AnomalyType IdentifyAnomalySimple_(const PreceType early_type, const PreceType later_type) {
-    if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-      return AnomalyType::WAT_1_INTERMEDIATE_WRITE;
-    } else if (early_type == PreceType::WW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-      return AnomalyType::WAT_1_LOST_SELF_UPDATE;
+    if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+      return AnomalyType::WAT_1_INTERMEDIATE_WRITE; // WW-WW | WR-WW = WWW
+    } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
+      return AnomalyType::WAT_1_INTERMEDIATE_WRITE; // WR-WW = WWW
+    } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+      return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
     } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
-      return AnomalyType::WAT_1_LOST_UPDATE_1;
+      return AnomalyType::WAT_1_LOST_UPDATE_1; // RW-WW | RW-RW = RWW
     } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
-      return AnomalyType::RAT_1_INTERMEDIATE_READ;
+      return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
     } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-      return AnomalyType::RAT_1_NON_REPEATABLE_READ;
+      return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
     } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-      return AnomalyType::IAT_1_LOST_UPDATE_2;
+      return AnomalyType::IAT_1_LOST_UPDATE_2; // RW-WW(WCW) = RWW
     } else {
       return AnomalyType::UNKNOWN_1;
     }

From 81fe034dd1bc2f198c337b0717f3d3826ef21196 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 11 Mar 2021 10:33:22 +0800
Subject: [PATCH 053/102] Regard 2 items, 3 or 4 transactions anomaly as Step
 in DLI_IDENTIFY

---
 .../backend/cca/conflict_serializable_algorithm.h   | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index cf0234ea..fa14ab1c 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -403,24 +403,23 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
 
   static AnomalyType IdentifyAnomaly_(const std::vector<PreceInfo>& preces) {
     assert(preces.size() >= 2);
-    const uint64_t item_count = ItemCount_(preces);
     if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
       // WA and WC precedence han only appear
       return AnomalyType::WAT_1_DIRTY_WRITE;
     } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
       return AnomalyType::RAT_1_DIRTY_READ;
-    } else if (item_count == 1) {
-      // when build path, later happened precedence is sorted to front
-      return IdentifyAnomalySimple_(preces.back().type(), preces.front().type());
-    } else if (item_count == 2) {
+    } else if (preces.size() >= 3) {
+      return IdentifyAnomalyMultiple_(preces);
+    // when build path, later happened precedence is sorted to front
+    } else if (preces.back().item_id() != preces.front().item_id()) {
       return IdentifyAnomalyDouble_(preces.back().type(), preces.front().type());
     } else {
-      return IdentifyAnomalyMultiple_(preces);
+      return IdentifyAnomalySingle_(preces.back().type(), preces.front().type());
     }
   }
 
   // require type1 precedence happens before type2 precedence
-  static AnomalyType IdentifyAnomalySimple_(const PreceType early_type, const PreceType later_type) {
+  static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
     if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
       return AnomalyType::WAT_1_INTERMEDIATE_WRITE; // WW-WW | WR-WW = WWW
     } else if (early_type == PreceType::WR && early_type == PreceType::WW) {

From b8b8326a8e0bb842ff3a77caa09c76611789b1fc Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 11 Mar 2021 12:08:53 +0800
Subject: [PATCH 054/102] Identify order of two variable anomaly in
 DLI_IDENTIFY

---
 .../cca/conflict_serializable_algorithm.h     | 48 ++++++++++++-------
 1 file changed, 30 insertions(+), 18 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index fa14ab1c..2c7d0d5a 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -29,10 +29,12 @@ ENUM_BEGIN(AnomalyType)
 ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
 ENUM_MEMBER(AnomalyType, WAT_1_INTERMEDIATE_WRITE)
 ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
-ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE_1)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
 // ======== WAT - 2 =========
 ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_2)
 ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_2)
 ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
 // ======== WAT - 3 =========
 ENUM_MEMBER(AnomalyType, WAT_STEP)
@@ -42,14 +44,15 @@ ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
 ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
 // ======== RAT - 2 =========
 ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
-ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_COMMITTED)
 ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW_2)
 // ======== RAT - 3 =========
 ENUM_MEMBER(AnomalyType, RAT_STEP)
 // ======== IAT - 1 =========
-ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_2)
+ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_COMMITTED)
 // ======== IAT - 2 =========
-ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_COMMITTED)
 ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
 // ======== IAT - 3 =========
 ENUM_MEMBER(AnomalyType, IAT_STEP)
@@ -324,7 +327,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
     std::cout << "=== DLI_IDENTIFY ===" << std::endl;
 
-    std::cout << std::setw(30) << "True Rollback: ";
+    std::cout << std::setw(40) << "True Rollback: ";
     print_percent(anomaly_count, anomaly_count + no_anomaly_count_);
     std::cout << std::endl;
 
@@ -334,7 +337,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     }
     std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
     for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
-      std::cout << std::setw(30) << (std::string("[") + ToString(anomaly) + "] ");
+      std::cout << std::setw(40) << (std::string("[") + ToString(anomaly) + "] ");
       print_percent(count, anomaly_count);
       std::cout << std::endl;
     }
@@ -427,37 +430,46 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
       return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
     } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
-      return AnomalyType::WAT_1_LOST_UPDATE_1; // RW-WW | RW-RW = RWW
+      return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
     } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
       return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
     } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
       return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
     } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-      return AnomalyType::IAT_1_LOST_UPDATE_2; // RW-WW(WCW) = RWW
+      return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
     } else {
       return AnomalyType::UNKNOWN_1;
     }
   }
 
   static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
-    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) {
-      return ((early_type == type1 && later_type == type2) ||
-              (early_type == type2 && later_type == type1));
+    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
+      if (early_type == type1 && later_type == type2) {
+        return true;
+      } else if (early_type == type2 && later_type == type1) {
+        return false;
+      } else {
+        return {};
+      }
     };
-    if (any_order(PreceType::WR, PreceType::WW) || (early_type == PreceType::WW && later_type == PreceType::WCR)) {
-      return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1;
-    } else if (any_order(PreceType::RW, PreceType::WW)) {
-      return AnomalyType::WAT_2_READ_WRITE_SKEW_1;
+    if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
+      return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (early_type == PreceType::WW && later_type == PreceType::WCR) {
+      return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
+      return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
     } else if (early_type == PreceType::WW && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
       return AnomalyType::WAT_2_FULL_WRITE_SKEW;
     } else if (early_type == PreceType::WR && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
       return AnomalyType::RAT_2_WRITE_READ_SKEW;
     } else if (early_type == PreceType::WR && later_type == PreceType::WCW) {
-      return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_2;
-    } else if (any_order(PreceType::RW, PreceType::WR) || (early_type == PreceType::RW && later_type == PreceType::WCR)) {
+      return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
+      return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
+    } else if (early_type == PreceType::RW && later_type == PreceType::WCR) {
       return AnomalyType::RAT_2_READ_SKEW;
     } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-      return AnomalyType::IAT_2_READ_WRITE_SKEW_2;
+      return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
     } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
       return AnomalyType::IAT_2_WRITE_SKEW;
     } else {

From a628ff6085ffcec55d7f994b709c963b068b2cc2 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 11 Mar 2021 17:33:54 +0800
Subject: [PATCH 055/102] Rename Intermediate Write to Full Write

---
 src/3ts/backend/cca/conflict_serializable_algorithm.h | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 2c7d0d5a..adb86be2 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -27,7 +27,7 @@ ENUM_END(PreceType)
 ENUM_BEGIN(AnomalyType)
 // ======== WAT - 1 =========
 ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
-ENUM_MEMBER(AnomalyType, WAT_1_INTERMEDIATE_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_FULL_WRITE)
 ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
 ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
 // ======== WAT - 2 =========
@@ -424,9 +424,9 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   // require type1 precedence happens before type2 precedence
   static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
     if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-      return AnomalyType::WAT_1_INTERMEDIATE_WRITE; // WW-WW | WR-WW = WWW
+      return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
     } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
-      return AnomalyType::WAT_1_INTERMEDIATE_WRITE; // WR-WW = WWW
+      return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
     } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
       return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
     } else if (early_type == PreceType::RW && later_type == PreceType::WW) {

From 4e39d49a5ef50cbadd17c8a79ef656bacdf2816e Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 18 Mar 2021 10:59:36 +0800
Subject: [PATCH 056/102] Compile DLI_IDENTIFY success with C++17

---
 contrib/deneva/Makefile                       |   4 +-
 .../concurrency_control/dli_identify.cpp      | 147 +++++++++++
 .../deneva/concurrency_control/dli_identify.h | 109 +++++++++
 .../concurrency_control/row_dli_based.cpp     |  15 +-
 .../concurrency_control/row_dli_based.h       |   2 -
 .../deneva/concurrency_control/row_prece.cpp  | 117 +++++++++
 .../deneva/concurrency_control/row_prece.h    | 229 ++++++++++++++++++
 contrib/deneva/concurrency_control/row_si.cpp |   8 +-
 contrib/deneva/concurrency_control/row_si.h   |   5 +-
 contrib/deneva/config.h                       |   5 +-
 contrib/deneva/storage/row.cpp                |   5 +-
 contrib/deneva/storage/row.h                  |   4 +
 contrib/deneva/system/extend_enum.h           |  51 ++++
 contrib/deneva/system/global.cpp              |   2 +
 contrib/deneva/system/global.h                |   2 +
 contrib/deneva/system/hash.cpp                |   6 +-
 contrib/deneva/system/hash.h                  |   4 +-
 contrib/deneva/system/txn.cpp                 |  16 +-
 contrib/deneva/system/txn.h                   |  38 ++-
 19 files changed, 738 insertions(+), 31 deletions(-)
 create mode 100644 contrib/deneva/concurrency_control/dli_identify.cpp
 create mode 100644 contrib/deneva/concurrency_control/dli_identify.h
 create mode 100644 contrib/deneva/concurrency_control/row_prece.cpp
 create mode 100644 contrib/deneva/concurrency_control/row_prece.h
 create mode 100644 contrib/deneva/system/extend_enum.h

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index 5390c9e5..df159250 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -1,5 +1,5 @@
-CC=/usr/bin/g++
-CFLAGS=-Wall -Werror -std=c++11 -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0
+CC=/opt/rh/devtoolset-8/root/usr/bin/g++
+CFLAGS=-Wall -Werror -std=c++17 -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
 #CFLAGS += -fsanitize=address -fno-stack-protector -fno-omit-frame-pointer
 NNMSG=./nanomsg-0.5-beta
 
diff --git a/contrib/deneva/concurrency_control/dli_identify.cpp b/contrib/deneva/concurrency_control/dli_identify.cpp
new file mode 100644
index 00000000..9ff11933
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dli_identify.cpp
@@ -0,0 +1,147 @@
+#include "concurrency_control/dli_identify.h"
+#include "concurrency_control/row_prece.h"
+#include "system/txn.h"
+
+static Path dirty_path(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
+    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id());
+    return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
+}
+
+template <>
+Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<true>(TxnNode& txn_to_finish) const {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    for (const auto& [_, rw_prece] : txn_to_finish.UnsafeGetToTxns()) {
+        if (rw_prece.type() == PreceType::WW) {
+            return dirty_path(rw_prece, txn_to_finish, PreceType::WC);
+        }
+    }
+    return {};
+}
+
+template <>
+Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<false>(TxnNode& txn_to_finish) const {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    for (const auto& [_, rw_prece] : txn_to_finish.UnsafeGetToTxns()) {
+        if (rw_prece.type() == PreceType::WW) {
+            return dirty_path(rw_prece, txn_to_finish, PreceType::WA);
+        } else if (rw_prece.type() == PreceType::WR) {
+            return dirty_path(rw_prece, txn_to_finish, PreceType::RA);
+        }
+    }
+    return {};
+}
+
+std::vector<std::vector<Path>> AlgManager<DLI_IDENTIFY>::init_path_matrix_(
+        const std::vector<std::shared_ptr<TxnNode>>& concurrent_txns) const {
+    const uint64_t txn_num = concurrent_txns.size();
+    std::vector<std::vector<Path>> matrix(txn_num);
+    for (uint64_t from_idx = 0; from_idx < txn_num; ++from_idx) {
+        matrix[from_idx].resize(txn_num);
+        TxnNode& from_txn_node = *concurrent_txns[from_idx];
+        std::lock_guard<std::mutex> l(from_txn_node.mutex());
+        const auto& to_txns = from_txn_node.UnsafeGetToTxns();
+        for (uint64_t to_idx = 0; to_idx < txn_num; ++to_idx) {
+            const uint64_t to_txn_id = concurrent_txns[to_idx]->txn_id();
+            if (const auto it = to_txns.find(to_txn_id); it != to_txns.end()) {
+                matrix[from_idx][to_idx] = it->second;
+            }
+        }
+    }
+    return matrix;
+}
+
+static void update_path(Path& path, Path&& new_path) {
+    if (new_path < path) {
+        path = std::move(new_path); // do not use std::min because there is a copy cost when assign self
+    }
+};
+
+void AlgManager<DLI_IDENTIFY>::update_path_matrix_(std::vector<std::vector<Path>>& matrix) const {
+    const uint64_t txn_num = matrix.size();
+    for (uint64_t mid = 0; mid < txn_num; ++mid) {
+        for (uint64_t start = 0; start < txn_num; ++start) {
+            for (uint64_t end = 0; end < txn_num; ++end) {
+                update_path(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
+            }
+        }
+    }
+}
+
+Path AlgManager<DLI_IDENTIFY>::min_cycle_(std::vector<std::vector<Path>>& matrix, const uint64_t this_idx) const {
+    const uint64_t txn_num = matrix.size();
+    Path min_cycle;
+    for (uint64_t start = 0; start < txn_num; ++start) {
+        if (start == this_idx) {
+            continue;
+        }
+        update_path(min_cycle, matrix[start][this_idx] + matrix[this_idx][start]);
+        assert(!min_cycle.passable() || min_cycle.is_cycle());
+        for (uint64_t end = 0; end < txn_num; ++end) {
+            if (end != this_idx && start != end) {
+                update_path(min_cycle, matrix[start][end] + matrix[end][this_idx] + matrix[this_idx][start]);
+                assert(!min_cycle.passable() || min_cycle.is_cycle());
+            }
+        }
+    }
+    return min_cycle;
+}
+void AlgManager<DLI_IDENTIFY>::init() {}
+
+RC AlgManager<DLI_IDENTIFY>::validate(TxnManager* txn)
+{
+    txn->dli_identify_man_.lock(m_); // release after build WC, WA or RA precedence
+
+    txns_.emplace_back(txn->dli_identify_man_.node());
+
+    const auto concurrent_txns = refresh_and_lock_txns_();
+    const auto txn_num = concurrent_txns.size();
+    const auto this_idx = txn_num - 1; // this txn node is just emplaced to the end of txns_
+
+    auto matrix = init_path_matrix_(concurrent_txns);
+    update_path_matrix_(matrix);
+
+    Path cycle = min_cycle_(matrix, this_idx);
+
+    if (!cycle.passable()) {
+        cycle = dirty_cycle_<true /*is_commit*/>(*txn->dli_identify_man_.node());
+    }
+
+    if (!cycle.passable()) {
+        return Commit;
+    } else {
+        txn->dli_identify_man_.set_cycle(std::move(cycle));
+        return Abort;
+    }
+}
+
+void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
+{
+    if (rc == Commit) {
+        txn->dli_identify_man_.node()->commit();
+        return;
+    }
+    assert(rc == Abort);
+    if (!txn->dli_identify_man_.cycle()) {
+        // we can only identify the dirty write/read anomaly rather than avoiding it
+        Path cycle = dirty_cycle_<false /*is_commit*/>(*txn->dli_identify_man_.node());
+        txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+    }
+    if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle(); !cycle) {
+        txn->dli_identify_man_.node()->abort(false /*clear_to_txns*/);
+    }
+}
+
+std::vector<std::shared_ptr<TxnNode>> AlgManager<DLI_IDENTIFY>::refresh_and_lock_txns_() {
+    std::vector<std::shared_ptr<TxnNode>> txns;
+    for (auto it = txns_.begin(); it != txns_.end(); ) {
+        if (auto txn = it->lock()) {
+            txns.emplace_back(std::move(txn));
+            ++it;
+        } else {
+            it = txns_.erase(it);
+        }
+    }
+    return txns;
+}
+
+
diff --git a/contrib/deneva/concurrency_control/dli_identify.h b/contrib/deneva/concurrency_control/dli_identify.h
new file mode 100644
index 00000000..498f1da4
--- /dev/null
+++ b/contrib/deneva/concurrency_control/dli_identify.h
@@ -0,0 +1,109 @@
+#ifndef _DLI_IDENTIFY_H_
+#define _DLI_IDENTIFY_H_
+
+#include "config.h"
+#include "../system/global.h"
+#include "concurrency_control/row_prece.h"
+#include <mutex>
+
+#define CYCLE_ORDER 1
+
+class PreceInfo;
+
+class Path {
+ public:
+    Path() {}
+    Path(std::vector<PreceInfo>&& preces) : preces_(
+#if CYCLE_ORDER
+        std::move(preces))
+#else
+        (sort(preces, std::greater<PreceInfo>()), std::move(preces)))
+#endif
+    {}
+    Path(const PreceInfo& prece) : preces_{prece} {}
+    Path(PreceInfo&& prece) : preces_{std::move(prece)} {}
+    Path(const Path&) = default;
+    Path(Path&&) = default;
+    Path& operator=(const Path&) = default;
+    Path& operator=(Path&&) = default;
+
+    bool operator<(const Path& p) const {
+        // impassable has the greatest weight
+        if (!passable()) {
+            return false;
+        }
+        if (!p.passable()) {
+            return true;
+        }
+#if CYCLE_ORDER
+        return preces_.size() < p.preces_.size();
+#else
+        return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
+#endif
+    }
+
+    Path operator+(const Path& p) const {
+        if (!passable() || !p.passable()) {
+            return {};
+        }
+#if CYCLE_ORDER
+        assert(preces_.back().to_txn_id() == p.preces_.front().from_txn_id());
+        std::vector<PreceInfo> preces = preces_;
+        for (const auto& prece : p.preces_) {
+            preces.emplace_back(prece);
+        }
+#else
+        std::vector<PreceInfo> preces;
+        std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
+#endif
+        return preces;
+    }
+
+    friend std::ostream& operator<<(std::ostream& os, const Path& path) {
+        if (path.preces_.empty()) {
+            os << "Empty path";
+        } else {
+            std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
+        }
+        return os;
+    }
+
+    bool passable() const { return !preces_.empty(); }
+
+    const std::vector<PreceInfo>& preces() const { return preces_; }
+
+    bool is_cycle() const {
+        return preces_.size() >= 2 && preces_.front().from_txn_id() == preces_.back().to_txn_id();
+    }
+
+ private:
+    template <typename Container, typename Compare>
+    static void sort(Container&& container, Compare&& comp) {
+        if (!std::is_sorted(container.begin(), container.end(), comp)) {
+            std::sort(container.begin(), container.end(), comp);
+        }
+    }
+    std::vector<PreceInfo> preces_;
+};
+
+template <>
+class AlgManager<DLI_IDENTIFY>
+{
+  public:
+    void init();
+    RC validate(TxnManager* txn);
+    void finish(RC rc, TxnManager* txn);
+
+  private:
+    std::vector<std::shared_ptr<TxnNode>> refresh_and_lock_txns_();
+    std::vector<std::vector<Path>> init_path_matrix_(
+        const std::vector<std::shared_ptr<TxnNode>>& concurrent_txns) const;
+    void update_path_matrix_(std::vector<std::vector<Path>>& matrix) const;
+    Path min_cycle_(std::vector<std::vector<Path>>& matrix, const uint64_t this_idx) const;
+    template <bool is_commit> Path dirty_cycle_(TxnNode& txn_node) const;
+
+    std::mutex m_;
+    std::list<std::weak_ptr<TxnNode>> txns_;
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/row_dli_based.cpp b/contrib/deneva/concurrency_control/row_dli_based.cpp
index 415e0f23..d53a471e 100644
--- a/contrib/deneva/concurrency_control/row_dli_based.cpp
+++ b/contrib/deneva/concurrency_control/row_dli_based.cpp
@@ -33,7 +33,6 @@ void Row_dli_base::init(row_t *row) {
 
 RC Row_dli_base::access(TxnManager *txn, TsType type, uint64_t &version) {
     RC rc = RCOK;
-    // pthread_mutex_lock( _latch );
     sem_wait(&_semaphore);
     if (type == R_REQ) {
         txn->cur_row->copy(_row);
@@ -44,30 +43,20 @@ RC Row_dli_base::access(TxnManager *txn, TsType type, uint64_t &version) {
         version = UINT64_MAX;
     } else
         assert(false);
-    // pthread_mutex_unlock( _latch );
     sem_post(&_semaphore);
     return rc;
 }
 
-void Row_dli_base::latch() {
-    // pthread_mutex_lock( _latch );
-    sem_wait(&_semaphore);
-}
-
 uint64_t Row_dli_base::write(row_t *data, TxnManager* txn, const access_t type) {
     uint64_t res = 0;
     if (type == WR) {
-        latch();
+        sem_wait(&_semaphore);
         res = _rw_transs->size();
         //assert(txn->get_commit_timestamp() >= _rw_transs->at(res - 1).w_ts);
         _rw_transs->emplace_back(txn->get_commit_timestamp());
-        release();
+        sem_post(&_semaphore);
     }
     if (w_trans == txn->get_start_timestamp()) w_trans = 0;
     return res;
 }
 
-void Row_dli_base::release() {
-    // pthread_mutex_unlock( _latch );
-    sem_post(&_semaphore);
-}
diff --git a/contrib/deneva/concurrency_control/row_dli_based.h b/contrib/deneva/concurrency_control/row_dli_based.h
index 35b7d1cb..033e8746 100644
--- a/contrib/deneva/concurrency_control/row_dli_based.h
+++ b/contrib/deneva/concurrency_control/row_dli_based.h
@@ -34,9 +34,7 @@ class Row_dli_base {
   };
   void init(row_t* row);
   RC access(TxnManager* txn, TsType type, uint64_t& version);
-  void latch();
   uint64_t write(row_t* data, TxnManager* txn, const access_t type);
-  void release();
   bool has_version(uint64_t version) const { return version < _rw_transs->size(); }
   Entry* get_version(uint64_t version) {
     assert(has_version(version));
diff --git a/contrib/deneva/concurrency_control/row_prece.cpp b/contrib/deneva/concurrency_control/row_prece.cpp
new file mode 100644
index 00000000..19864162
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_prece.cpp
@@ -0,0 +1,117 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#include "row_prece.h"
+
+#include "mem_alloc.h"
+#include "row.h"
+#include "txn.h"
+#include "dli_identify.h"
+
+void AlgTxnManager<DLI_IDENTIFY>::set_cycle(Path&& cycle) {
+    cycle_ = std::make_unique<Path>(std::move(cycle));
+}
+
+uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
+
+void RowManager<DLI_IDENTIFY>::init(row_t* const orig_row) {
+    orig_row_ = orig_row;
+    version_ = VersionInfo({}, orig_row);
+}
+
+RC RowManager<DLI_IDENTIFY>::access(TxnManager* const txn, const TsType type, row_t* const ver_row) {
+    assert((type == R_REQ) ^ (ver_row != nullptr));
+    std::lock_guard<std::mutex> l(m_);
+    if (type == R_REQ) {
+        read_(txn);
+    } else if (type == P_REQ) {
+        prewrite_(ver_row, txn);
+    } else if (type == W_REQ) {
+        write_(ver_row, txn);
+    } else if (type == XP_REQ) {
+        revoke_(ver_row, txn);
+    } else {
+        assert(false);
+    }
+    return RCOK;
+}
+
+void RowManager<DLI_IDENTIFY>::read_(TxnManager* txn) {
+    build_prece_from_w_txn_<PreceType::WR>(*txn);
+    txn->cur_row->copy(version_.ver_row()); // txn->cur_row need be initted
+    version_.add_r_txn(txn->dli_identify_man_.node());
+}
+
+void RowManager<DLI_IDENTIFY>::prewrite_(row_t* const ver_row, TxnManager* const txn) {
+    build_prece_from_w_txn_<PreceType::WW>(*txn);
+    build_preces_from_r_txns_<PreceType::RW>(*txn);
+    version_ = VersionInfo(txn->dli_identify_man_.node(), ver_row);
+}
+
+void RowManager<DLI_IDENTIFY>::write_(row_t* const ver_row, TxnManager* const txn) {
+    // not WC precedence here because the cycle with WC has been checked in validation
+}
+
+void RowManager<DLI_IDENTIFY>::revoke_(row_t* const ver_row, TxnManager* const txn) {
+    // not WA/RA precedence here because the cycle with WA/RA has been checked in validation
+    // TODO: keep remove versions until meet the version written by itself
+}
+
+uint64_t RowManager<DLI_IDENTIFY>::row_id_() const { return orig_row_->get_row_id(); }
+
+template <PreceType TYPE>
+void RowManager<DLI_IDENTIFY>::build_prece_from_w_txn_(const TxnManager& txn) {
+    if (const std::shared_ptr<TxnNode> from_txn = version_.w_txn()) {
+        build_prece<TYPE>(*from_txn, txn);
+    }
+}
+
+template <PreceType TYPE>
+void RowManager<DLI_IDENTIFY>::build_preces_from_r_txns_(const TxnManager& txn) {
+    version_.foreach_r_txn([&txn, this](TxnNode& from_txn) { build_prece<TYPE>(from_txn, txn); });
+}
+
+template <PreceType TYPE>
+void RowManager<DLI_IDENTIFY>::build_prece(TxnNode& from_txn, const TxnManager& txn) {
+    from_txn.AddToTxn<TYPE>(txn.get_txn_id(), txn.dli_identify_man_.node(), row_id_());
+}
+
+/*
+    // direct precedence
+    template <PreceType TYPE>
+    void AddToTxn(const uint64_t to_txn_id, const std::shared_ptr<TxnNode>& to_txn_node,
+            const uint64_t row_id) {
+        if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
+            AddToTxn(to_txn_id, to_txn_node, Path(PreceInfo(to_txn_node, *type, row_id));
+        }
+    }
+
+    void AddToTxn(const uint64_t to_txn_id, const std::shared_ptr<TxnNode>& to_txn_node,
+            const Path& path) {
+        if (const auto [it, ok] = to_txns_.try_emplace(to_txn_id, path); ok) {
+            to_txn_node->from_txns_.emplace_back(shared_from_this());
+        } else if (it->second < path) {
+            it->second = path;
+        } else {
+            return; // path is not updated, not do recursively update
+        }
+        for (const auto& from_txn_weak : from_txns_) {
+            if (const auto from_txn = from_txns_.lock()) {
+                from_txn->AddToTxn(to_txn_id, to_txn_node);
+            }
+        }
+    }
+*/
diff --git a/contrib/deneva/concurrency_control/row_prece.h b/contrib/deneva/concurrency_control/row_prece.h
new file mode 100644
index 00000000..85db6b9f
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_prece.h
@@ -0,0 +1,229 @@
+/*
+   Copyright 2016 Massachusetts Institute of Technology
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+*/
+
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(PreceType)
+ENUM_MEMBER(PreceType, RW)
+ENUM_MEMBER(PreceType, WR)
+ENUM_MEMBER(PreceType, WCR)
+ENUM_MEMBER(PreceType, WW)
+ENUM_MEMBER(PreceType, WCW)
+ENUM_MEMBER(PreceType, RA)
+ENUM_MEMBER(PreceType, WC)
+ENUM_MEMBER(PreceType, WA)
+ENUM_END(PreceType)
+
+ENUM_BEGIN(AnomalyType)
+// ======== WAT - 1 =========
+ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_FULL_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
+// ======== WAT - 2 =========
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
+// ======== WAT - 3 =========
+ENUM_MEMBER(AnomalyType, WAT_STEP)
+// ======== RAT - 1 =========
+ENUM_MEMBER(AnomalyType, RAT_1_DIRTY_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
+// ======== RAT - 2 =========
+ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_COMMITTED)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW_2)
+// ======== RAT - 3 =========
+ENUM_MEMBER(AnomalyType, RAT_STEP)
+// ======== IAT - 1 =========
+ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_COMMITTED)
+// ======== IAT - 2 =========
+ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_COMMITTED)
+ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
+// ======== IAT - 3 =========
+ENUM_MEMBER(AnomalyType, IAT_STEP)
+// ======== Unknown =========
+ENUM_MEMBER(AnomalyType, UNKNOWN_1)
+ENUM_MEMBER(AnomalyType, UNKNOWN_2)
+ENUM_END(AnomalyType)
+
+#endif
+#endif
+#endif
+#ifndef ROW_PRECE_H
+#define ROW_PRECE_H
+
+#include <mutex>
+#include <unordered_map>
+#include "../storage/row.h"
+
+class TxnManager;
+
+#define ENUM_FILE "concurrency_control/row_prece.h"
+#include "system/extend_enum.h"
+
+class TxnNode;
+
+class PreceInfo {
+  public:
+    PreceInfo(const uint64_t from_txn_id, std::shared_ptr<TxnNode> to_txn, const PreceType type,
+            const uint64_t row_id)
+        : from_txn_id_(from_txn_id), to_txn_(std::move(to_txn)), type_(type), row_id_(row_id) {}
+    PreceInfo(const PreceInfo&) = default;
+    PreceInfo(PreceInfo&&) = default;
+
+    friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
+        return os << prece.type_ << "(row=" << prece.row_id_ << ")";
+    }
+
+    uint64_t from_txn_id() const { return from_txn_id_; }
+    uint64_t to_txn_id() const;
+    uint64_t row_id() const { return row_id_; }
+    PreceType type() const { return type_; }
+
+  private:
+    const uint64_t from_txn_id_;
+    const std::shared_ptr<TxnNode> to_txn_;
+    const PreceType type_;
+    const uint64_t row_id_;
+};
+
+// Not thread safe. Protected by alg_man<DLI_IDENTIFY>::m_
+class TxnNode : public std::enable_shared_from_this<TxnNode>
+{
+  public:
+    TxnNode(const uint64_t txn_id) : txn_id_(txn_id) {}
+
+    template <PreceType TYPE>
+    void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node,
+            const uint64_t row_id) {
+        if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
+            std::lock_guard<std::mutex> l(m_);
+            to_txns_.emplace(to_txn_id, PreceInfo(txn_id_, std::move(to_txn_node), *type, row_id));
+        }
+    }
+
+    uint64_t txn_id() const { return txn_id(); }
+
+    const std::unordered_map<uint64_t, PreceInfo>& UnsafeGetToTxns() const { return to_txns_; }
+
+    std::mutex& mutex() const { return m_; }
+
+    void commit() {
+        std::lock_guard<std::mutex> l(m_);
+        is_committed_ = true;
+    }
+
+    void abort(bool clear_to_txns) {
+        std::lock_guard<std::mutex> l(m_);
+        is_committed_ = false;
+        if (clear_to_txns) {
+            to_txns_.clear();
+        }
+    }
+
+  private:
+    const std::optional<PreceType> RealPreceType_(const std::optional<PreceType>& active_prece_type,
+            const std::optional<PreceType>& committed_prece_type,
+            const std::optional<PreceType>& aborted_prece_type) const {
+        if (!is_committed_.has_value()) {
+            return active_prece_type;
+        } else if (is_committed_.value()) {
+            return committed_prece_type;
+        } else {
+            return aborted_prece_type;
+        }
+    }
+
+    template <PreceType TYPE,
+             typename = typename std::enable_if_t<TYPE != PreceType::WCW && TYPE != PreceType::WCR>>
+    const std::optional<PreceType> RealPreceType_() const {
+        if constexpr (TYPE == PreceType::WW) {
+            return RealPreceType_(PreceType::WW, PreceType::WCW, {});
+        } else if constexpr (TYPE == PreceType::WR) {
+            return RealPreceType_(PreceType::WR, PreceType::WCR, {});
+        } else {
+            return RealPreceType_(TYPE, TYPE, {});
+        }
+    }
+
+    mutable std::mutex m_;
+    const uint64_t txn_id_;
+    std::optional<bool> is_committed_;
+    std::unordered_map<uint64_t, PreceInfo> to_txns_; // key is txn_id
+    //std::vector<std::weak_ptr<TxnNode>> from_txns_;
+};
+
+// Not thread safe. Protected by alg_man<DLI_IDENTIFY>::m_
+class VersionInfo
+{
+  public:
+    VersionInfo(std::weak_ptr<TxnNode> w_txn, row_t* const ver_row)
+        : w_txn_(std::move(w_txn)), ver_row_(ver_row) {}
+    VersionInfo(const VersionInfo&) = default;
+    VersionInfo(VersionInfo&&) = default;
+    VersionInfo& operator=(const VersionInfo&) = default;
+    VersionInfo& operator=(VersionInfo&&) = default;
+    std::shared_ptr<TxnNode> w_txn() const { return w_txn_.lock(); }
+    template <typename Task>
+    void foreach_r_txn(Task&& task) const {
+        for (const auto& r_txn_weak : r_txns_) {
+            if (const auto r_txn = r_txn_weak.lock()) {
+                task(*r_txn);
+            }
+        }
+    }
+    void add_r_txn(std::weak_ptr<TxnNode> txn) { r_txns_.emplace_back(std::move(txn)); }
+    row_t* ver_row() const { return ver_row_; }
+
+  private:
+    std::weak_ptr<TxnNode> w_txn_;
+    row_t* ver_row_;
+    std::vector<std::weak_ptr<TxnNode>> r_txns_;
+};
+
+template <int ALG> class RowManager;
+
+template <>
+class RowManager<DLI_IDENTIFY>
+{
+  public:
+    void init(row_t* const orig_row);
+    RC access(TxnManager* const txn, const TsType type, row_t* const ver_row = nullptr);
+
+  private:
+    void read_(TxnManager* txn);
+    void prewrite_(row_t* const ver_row, TxnManager* const txn);
+    void write_(row_t* const ver_row, TxnManager* const txn);
+    void revoke_(row_t* const ver_row, TxnManager* const txn);
+    uint64_t row_id_() const;
+    template <PreceType TYPE> void build_prece_from_w_txn_(const TxnManager& txn);
+    template <PreceType TYPE> void build_preces_from_r_txns_(const TxnManager& txn);
+    template <PreceType TYPE> void build_prece(TxnNode& from_txn, const TxnManager& txn);
+
+  private:
+    row_t* orig_row_;
+    std::mutex m_;
+    VersionInfo version_; // TODO: use std::vector<VersionInfo> to support abort
+};
+
+#endif
diff --git a/contrib/deneva/concurrency_control/row_si.cpp b/contrib/deneva/concurrency_control/row_si.cpp
index fb1ef59b..84464cd9 100644
--- a/contrib/deneva/concurrency_control/row_si.cpp
+++ b/contrib/deneva/concurrency_control/row_si.cpp
@@ -1,9 +1,11 @@
 #include "row_si.h"
 
-#include "../storage/row.h"
-#include "../system/manager.h"
-#include "../system/mem_alloc.h"
+#include "storage/row.h"
+#include "system/manager.h"
+#include "system/mem_alloc.h"
+#include "system/txn.h"
 #include "dli.h"
+
 inline bool TupleSatisfiesMVCC(const SIEntry& tuple, const ts_t start_ts) {
     return tuple.commit_ts < start_ts;
 }
diff --git a/contrib/deneva/concurrency_control/row_si.h b/contrib/deneva/concurrency_control/row_si.h
index f572e029..54ddd0a0 100644
--- a/contrib/deneva/concurrency_control/row_si.h
+++ b/contrib/deneva/concurrency_control/row_si.h
@@ -5,9 +5,12 @@
 #include <vector>
 #include <mutex>
 
-#include "../system/txn.h"
+#include "storage/row.h"
+#include "system/global.h"
 
 class TxnManager;
+class row_t;
+
 struct SIEntry {
     SIEntry(row_t* const row, const ts_t w_ts, const ts_t commit_ts)
             : row(row), w_ts(w_ts), commit_ts(commit_ts) {}
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index ffde6430..dc348d97 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -28,7 +28,7 @@
 #define CREATOR_USE_T false
 
 //TraversalActionSequenceCreator
-#define TRANS_CNT 2
+#define TRANS_CNT 4
 #define ITEM_CNT 4
 #define SUBTASK_NUM 1
 #define SUBTASK_ID 0
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG DLI_OCC
+#define CC_ALG SSI
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
@@ -399,6 +399,7 @@ enum PPSTxnType {
 
 #define SILO 27
 #define CNULL 28
+#define DLI_IDENTIFY 29
 // TIMESTAMP allocation method.
 #define TS_MUTEX          1
 #define TS_CAS            2
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 0a6ffa58..001a6220 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -44,6 +44,7 @@
 #include "row_si.h"
 #include "row_dta.h"
 #include "row_dli_based.h"
+#include "row_prece.h"
 #include "dli.h"
 #include "mem_alloc.h"
 #include "manager.h"
@@ -99,6 +100,8 @@ void row_t::init_manager(row_t * row) {
     manager = (Row_dli_base *)mem_allocator.align_alloc(sizeof(Row_dli_base));
 #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     manager = (Row_si *)mem_allocator.align_alloc(sizeof(Row_si));
+#else
+    manager = (RowManager<CC_ALG> *)mem_allocator.align_alloc(sizeof(RowManager<CC_ALG>));
 #endif
 
 #if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC
@@ -265,7 +268,7 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
         ASSERT(CC_ALG == WAIT_DIE);
     }
     goto end;
-#elif CC_ALG == TIMESTAMP || CC_ALG == MVCC || CC_ALG == SSI || CC_ALG == WSI
+#elif CC_ALG == TIMESTAMP || CC_ALG == MVCC || CC_ALG == SSI || CC_ALG == WSI || CC_ALG == DLI_IDENTIFY
     //uint64_t thd_id = txn->get_thd_id();
 // For TIMESTAMP RD, a new copy of the access->data will be returned.
 
diff --git a/contrib/deneva/storage/row.h b/contrib/deneva/storage/row.h
index 38e35b3c..8d15c63d 100644
--- a/contrib/deneva/storage/row.h
+++ b/contrib/deneva/storage/row.h
@@ -61,6 +61,8 @@ class Row_si;
 class Row_null;
 class Row_silo;
 class Row_dli_base;
+class Row_prece;
+template <int ALG> class RowManager;
 
 class row_t {
 public:
@@ -143,6 +145,8 @@ class row_t {
     Row_dli_base *manager;
     #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     Row_si *manager;
+    #else
+    RowManager<CC_ALG> *manager;
     #endif
     char * data;
     int tuple_size;
diff --git a/contrib/deneva/system/extend_enum.h b/contrib/deneva/system/extend_enum.h
new file mode 100644
index 00000000..92846ead
--- /dev/null
+++ b/contrib/deneva/system/extend_enum.h
@@ -0,0 +1,51 @@
+#ifdef ENUM_FILE
+
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> inline constexpr uint32_t Count();
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> inline const char* ToString(const EnumType e);
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> inline std::ostream& operator<<(std::ostream& os, const EnumType e) { return os << ToString(e); }
+template <typename EnumType, typename = typename std::enable_if_t<std::is_enum_v<EnumType>>> inline const std::array<EnumType, Count<EnumType>()>& Members();
+
+#define ENUM_BEGIN(name) enum class name : uint32_t {
+#define ENUM_MEMBER(_, member) member,
+#define ENUM_END(name) name##_MAX }; template <> constexpr uint32_t Count<name>() { return static_cast<uint32_t>(name::name##_MAX); }
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+
+#define ENUM_BEGIN(name)\
+template <> inline const char* ToString<name>(const name e)\
+{\
+  static std::array<const char*, Count<name>()> strings {
+#define ENUM_MEMBER(_, member) #member,
+#define ENUM_END(name)\
+  };\
+  return strings.at(static_cast<uint32_t>(e));\
+}\
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+
+#define ENUM_BEGIN(name)\
+template <> inline const std::array<name, Count<name>()>& Members()\
+{\
+  static const std::array<name, Count<name>()> members {
+#define ENUM_MEMBER(name, member) name::member,
+#define ENUM_END(_)\
+  };\
+  return members;\
+}
+
+#include ENUM_FILE
+
+#undef ENUM_BEGIN
+#undef ENUM_MEMBER
+#undef ENUM_END
+
+#undef ENUM_FILE
+#endif
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 6bb20b65..3d08bf24 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -28,6 +28,7 @@
 #include "wsi.h"
 #include "dta.h"
 #include "dli.h"
+#include "dli_identify.h"
 #include "transport.h"
 #include "work_queue.h"
 #include "abort_queue.h"
@@ -73,6 +74,7 @@ wsi wsi_man;
 Sundial sundial_man;
 Dta dta_man;
 Dli dli_man;
+template <> AlgManager<DLI_IDENTIFY> alg_man<DLI_IDENTIFY>;
 Transport tport_man;
 TxnManPool txn_man_pool;
 TxnPool txn_pool;
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index 675d2767..c81231a9 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -68,6 +68,7 @@ class Maat;
 class Sundial;
 class Dta;
 class Dli;
+template <int ALG> class AlgManager;
 class Transport;
 class Remote_query;
 class TxnManPool;
@@ -122,6 +123,7 @@ extern Maat maat_man;
 extern Sundial sundial_man;
 extern Dta dta_man;
 extern Dli dli_man;
+template <int ALG> extern AlgManager<ALG> alg_man;
 extern Transport tport_man;
 extern TxnManPool txn_man_pool;
 extern TxnPool txn_pool;
diff --git a/contrib/deneva/system/hash.cpp b/contrib/deneva/system/hash.cpp
index c5ec045c..05138b47 100644
--- a/contrib/deneva/system/hash.cpp
+++ b/contrib/deneva/system/hash.cpp
@@ -5,8 +5,8 @@
 
 #include "hash.h"
 
-int hash_any(register const unsigned char *k, register int keylen) {
-    register uint32_t a, b, c, len;
+int hash_any(const unsigned char *k, int keylen) {
+    uint32_t a, b, c, len;
 
     /* Set up the internal state */
     len = keylen;
@@ -15,7 +15,7 @@ int hash_any(register const unsigned char *k, register int keylen) {
     /* If the source pointer is word-aligned, we use word-wide fetches */
     if (((uintptr_t)k & UINT32_ALIGN_MASK) == 0) {
         /* Code path for aligned source data */
-        register const uint32_t *ka = (const uint32_t *)k;
+        const uint32_t *ka = (const uint32_t *)k;
 
         /* handle most of the key */
         while (len >= 12) {
diff --git a/contrib/deneva/system/hash.h b/contrib/deneva/system/hash.h
index 2c330ff7..7ee44205 100644
--- a/contrib/deneva/system/hash.h
+++ b/contrib/deneva/system/hash.h
@@ -51,6 +51,6 @@
     c -= rot(b, 24);   \
 }
 
-int hash_any(register const unsigned char *k, register int keylen);
+int hash_any(const unsigned char *k, int keylen);
 
-#endif
\ No newline at end of file
+#endif
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 629c384d..7becfbe2 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -36,6 +36,7 @@
 #include "row_occ.h"
 #include "dli.h"
 #include "dta.h"
+#include "dli_identify.h"
 #include "table.h"
 #include "catalog.h"
 #include "index_btree.h"
@@ -373,6 +374,10 @@ void TxnManager::init(uint64_t thd_id, Workload * h_wl) {
     history_dli_txn_head = dli_man.validated_txns_.load();
 #endif
 
+#if CC_ALG == DLI_IDENTIFY
+    dli_identify_man_.init(get_txn_id());
+#endif
+
     registed_ = false;
     txn_ready = true;
     twopl_wait_start = 0;
@@ -410,6 +415,10 @@ void TxnManager::reset() {
     calvin_locked_rows.clear();
 #endif
 
+#if CC_ALG == DLI_IDENTIFY
+    dli_identify_man_.reset();
+#endif
+
     assert(txn);
     assert(query);
     txn->reset(get_thd_id());
@@ -737,7 +746,7 @@ void TxnManager::register_thread(Thread * h_thd) {
 
 void TxnManager::set_txn_id(txnid_t txn_id) { txn->txn_id = txn_id; }
 
-txnid_t TxnManager::get_txn_id() { return txn->txn_id; }
+txnid_t TxnManager::get_txn_id() const { return txn->txn_id; }
 
 Workload *TxnManager::get_wl() { return h_wl; }
 
@@ -883,6 +892,9 @@ void TxnManager::cleanup(RC rc) {
 #endif
 #if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC_BASE) && MODE == NORMAL_MODE
     dli_man.finish_trans(rc, this);
+#endif
+#if CC_ALG == DLI_IDENTIFY && MODE == NORMAL_MODE
+    alg_man<DLI_IDENTIFY>.finish(rc, this);
 #endif
     ts_t starttime = get_sys_clock();
     uint64_t row_cnt = txn->accesses.get_count();
@@ -1145,6 +1157,8 @@ RC TxnManager::validate() {
         if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
             rc = dta_man.find_bound(this);
         }
+    } else if (CC_ALG == DLI_IDENTIFY) {
+        rc = alg_man<DLI_IDENTIFY>.validate(this);
     }
 #if CC_ALG == SILO
     else if (CC_ALG == SILO) {
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 4db9ee85..038fb9e4 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -25,11 +25,13 @@
 #ifndef _TXN_H_
 #define _TXN_H_
 
+#include <mutex>
 #include "global.h"
 #include "helper.h"
 #include "semaphore.h"
 #include "array.h"
 #include "transport/message.h"
+#include "concurrency_control/dli_identify.h"
 //#include "wl.h"
 
 class Workload;
@@ -137,6 +139,38 @@ class TxnStats {
     double lat_other_time_start;
 };
 
+template <int ALG> class AlgTxnManager;
+
+struct TxnNode;
+struct Path;
+template <> class AlgTxnManager<DLI_IDENTIFY>
+{
+  public:
+    void init(const uint64_t txn_id)
+    {
+        node_ = std::make_shared<TxnNode>(txn_id);
+        l_.release();
+    }
+
+    void reset()
+    {
+        node_ = nullptr;
+        l_.release();
+    }
+
+    void lock(std::mutex& m) { l_ = std::unique_lock(m); }
+
+    const std::shared_ptr<TxnNode>& node() const { return node_; }
+
+    void set_cycle(Path&& cycle);
+    const std::unique_ptr<Path>& cycle() const { return cycle_; }
+
+  private:
+    std::unique_lock<std::mutex> l_;
+    std::shared_ptr<TxnNode> node_;
+    std::unique_ptr<Path> cycle_;
+};
+
 /*
      Execution of transactions
      Manipulates/manages Transaction (contains txn-specific data)
@@ -161,7 +195,7 @@ class TxnManager {
     uint64_t        get_thd_id();
     Workload *      get_wl();
     void            set_txn_id(txnid_t txn_id);
-    txnid_t         get_txn_id();
+    txnid_t         get_txn_id() const;
     void            set_query(BaseQuery * qry);
     BaseQuery *     get_query();
     bool            is_done();
@@ -299,6 +333,8 @@ class TxnManager {
     DliValidatedTxn* history_dli_txn_head = nullptr;
 #endif
 
+    AlgTxnManager<DLI_IDENTIFY> dli_identify_man_;
+
 protected:
 
     int rsp_cnt;

From 615c0fb9afd4ca722d9517bec5d861da567dcf36 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 19 Mar 2021 22:49:05 +0800
Subject: [PATCH 057/102] DLI_IDENTIFY on Deneva can check anomaly existence
 precisely

---
 contrib/deneva/Makefile                       |   2 +-
 contrib/deneva/benchmarks/da_wl.cpp           |   2 +-
 .../concurrency_control/dli_identify.cpp      |  57 ++++---
 .../deneva/concurrency_control/dli_identify.h |  58 ++++++-
 .../deneva/concurrency_control/row_prece.cpp  |  99 ++++-------
 .../deneva/concurrency_control/row_prece.h    | 160 ++++++++++++++----
 contrib/deneva/config.h                       |   5 +-
 contrib/deneva/storage/row.cpp                |  45 ++++-
 contrib/deneva/system/global.cpp              |   5 +-
 contrib/deneva/system/global.h                |   5 +-
 contrib/deneva/system/mem_alloc.cpp           |  11 ++
 contrib/deneva/system/mem_alloc.h             |   1 +
 contrib/deneva/system/txn.cpp                 |  26 +--
 contrib/deneva/system/txn.h                   |  23 ++-
 contrib/deneva/system/worker_thread.cpp       |   8 +
 15 files changed, 358 insertions(+), 149 deletions(-)

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index df159250..20455a5a 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -1,4 +1,4 @@
-CC=/opt/rh/devtoolset-8/root/usr/bin/g++
+CC=g++
 CFLAGS=-Wall -Werror -std=c++17 -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
 #CFLAGS += -fsanitize=address -fno-stack-protector -fno-omit-frame-pointer
 NNMSG=./nanomsg-0.5-beta
diff --git a/contrib/deneva/benchmarks/da_wl.cpp b/contrib/deneva/benchmarks/da_wl.cpp
index 8f48229b..c88f2e97 100644
--- a/contrib/deneva/benchmarks/da_wl.cpp
+++ b/contrib/deneva/benchmarks/da_wl.cpp
@@ -64,8 +64,8 @@ RC DAWorkload::init_table() {
 
 void DAWorkload::init_tab_DAtab() {
   row_t *row;
-  uint64_t row_id;
   for (int64_t i = 0; i < ITEM_CNT; i++) {
+    uint64_t row_id = i;
     t_datab->get_new_row(row, 0, row_id);
     row->set_value(ID, i);
     row->set_value(VALUE, (int64_t)0);
diff --git a/contrib/deneva/concurrency_control/dli_identify.cpp b/contrib/deneva/concurrency_control/dli_identify.cpp
index 9ff11933..99dcc0b8 100644
--- a/contrib/deneva/concurrency_control/dli_identify.cpp
+++ b/contrib/deneva/concurrency_control/dli_identify.cpp
@@ -3,32 +3,39 @@
 #include "system/txn.h"
 
 static Path dirty_path(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
-    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id());
+    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
+            rw_prece.to_ver_id(), UINT64_MAX);
     return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
 }
 
 template <>
 Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<true>(TxnNode& txn_to_finish) const {
     std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    for (const auto& [_, rw_prece] : txn_to_finish.UnsafeGetToTxns()) {
-        if (rw_prece.type() == PreceType::WW) {
-            return dirty_path(rw_prece, txn_to_finish, PreceType::WC);
-        }
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece.has_value()) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return dirty_path(*prece, txn_to_finish, PreceType::WC);
+    } else {
+        assert(prece->type() == PreceType::WR);
+        return {};
     }
-    return {};
 }
 
 template <>
 Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<false>(TxnNode& txn_to_finish) const {
     std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    for (const auto& [_, rw_prece] : txn_to_finish.UnsafeGetToTxns()) {
-        if (rw_prece.type() == PreceType::WW) {
-            return dirty_path(rw_prece, txn_to_finish, PreceType::WA);
-        } else if (rw_prece.type() == PreceType::WR) {
-            return dirty_path(rw_prece, txn_to_finish, PreceType::RA);
-        }
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece.has_value()) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return dirty_path(*prece, txn_to_finish, PreceType::WA);
+    } else if (prece->type() == PreceType::WR) {
+        return dirty_path(*prece, txn_to_finish, PreceType::RA);
+    } else {
+        assert(false);
+        return {};
     }
-    return {};
 }
 
 std::vector<std::vector<Path>> AlgManager<DLI_IDENTIFY>::init_path_matrix_(
@@ -89,11 +96,12 @@ void AlgManager<DLI_IDENTIFY>::init() {}
 
 RC AlgManager<DLI_IDENTIFY>::validate(TxnManager* txn)
 {
-    txn->dli_identify_man_.lock(m_); // release after build WC, WA or RA precedence
-
-    txns_.emplace_back(txn->dli_identify_man_.node());
-
-    const auto concurrent_txns = refresh_and_lock_txns_();
+    //txn->dli_identify_man_.lock(m_); // release after build WC, WA or RA precedence
+    const auto concurrent_txns = [this, txn] {
+        std::lock_guard<std::mutex> l(m_);
+        txns_.emplace_back(txn->dli_identify_man_.node());
+        return refresh_and_lock_txns_();
+    }();
     const auto txn_num = concurrent_txns.size();
     const auto this_idx = txn_num - 1; // this txn node is just emplaced to the end of txns_
 
@@ -107,7 +115,7 @@ RC AlgManager<DLI_IDENTIFY>::validate(TxnManager* txn)
     }
 
     if (!cycle.passable()) {
-        return Commit;
+        return RCOK;
     } else {
         txn->dli_identify_man_.set_cycle(std::move(cycle));
         return Abort;
@@ -116,7 +124,7 @@ RC AlgManager<DLI_IDENTIFY>::validate(TxnManager* txn)
 
 void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
 {
-    if (rc == Commit) {
+    if (rc == RCOK) {
         txn->dli_identify_man_.node()->commit();
         return;
     }
@@ -124,9 +132,14 @@ void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
     if (!txn->dli_identify_man_.cycle()) {
         // we can only identify the dirty write/read anomaly rather than avoiding it
         Path cycle = dirty_cycle_<false /*is_commit*/>(*txn->dli_identify_man_.node());
-        txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+        txn->dli_identify_man_.set_cycle(std::move(cycle));
     }
-    if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle(); !cycle) {
+    if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle()) {
+#if WORKLOAD == DA
+        g_da_cycle_info = cycle->to_string();
+#endif
+        txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+    } else {
         txn->dli_identify_man_.node()->abort(false /*clear_to_txns*/);
     }
 }
diff --git a/contrib/deneva/concurrency_control/dli_identify.h b/contrib/deneva/concurrency_control/dli_identify.h
index 498f1da4..d1982c76 100644
--- a/contrib/deneva/concurrency_control/dli_identify.h
+++ b/contrib/deneva/concurrency_control/dli_identify.h
@@ -42,21 +42,53 @@ class Path {
 #endif
     }
 
-    Path operator+(const Path& p) const {
+    Path& operator+=(const Path& p) {
         if (!passable() || !p.passable()) {
-            return {};
+            preces_.clear();
+            return *this;
         }
 #if CYCLE_ORDER
-        assert(preces_.back().to_txn_id() == p.preces_.front().from_txn_id());
-        std::vector<PreceInfo> preces = preces_;
-        for (const auto& prece : p.preces_) {
-            preces.emplace_back(prece);
+        const auto& current_back = preces_.back();
+        const auto& append_front = p.preces_.front();
+        assert(current_back.to_txn_id() == append_front.from_txn_id());
+
+        const auto cat_preces = [&](auto&& begin) {
+            for (auto it = begin; it != p.preces_.end(); ++it) {
+                preces_.emplace_back(*it);
+            }
+        };
+
+        const uint64_t new_from_ver_id = current_back.from_ver_id();
+        const uint64_t new_to_ver_id = append_front.to_ver_id();
+        const OperationType new_from_op_type = current_back.from_op_type();
+        const OperationType new_to_op_type = append_front.to_op_type();
+        if (current_back.row_id() == append_front.row_id() &&
+                current_back.from_txn_id() != append_front.to_txn_id() &&
+                (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
+            if (new_from_ver_id >= new_to_ver_id) {
+                // it breaks the operation order on the same row
+                preces_.clear();
+                return *this;
+            }
+            // merge two precedence on the same row
+            preces_.pop_back();
+            const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
+            preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
+                current_back.row_id(), new_from_ver_id, new_to_ver_id);
+            // the first precedence in p.prece has already merged
+            cat_preces(std::next(p.preces_.begin()));
+        } else {
+            cat_preces(p.preces_.begin());
         }
 #else
         std::vector<PreceInfo> preces;
         std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
 #endif
-        return preces;
+        return *this;
+    }
+
+    Path operator+(const Path& p) const {
+        return Path(*this) += p;
     }
 
     friend std::ostream& operator<<(std::ostream& os, const Path& path) {
@@ -68,6 +100,12 @@ class Path {
         return os;
     }
 
+    std::string to_string() const {
+        std::stringstream ss;
+        ss << *this;
+        return ss.str();
+    }
+
     bool passable() const { return !preces_.empty(); }
 
     const std::vector<PreceInfo>& preces() const { return preces_; }
@@ -93,6 +131,12 @@ class AlgManager<DLI_IDENTIFY>
     void init();
     RC validate(TxnManager* txn);
     void finish(RC rc, TxnManager* txn);
+#if WORKLOAD == DA
+    void check_concurrency_txn_empty() {
+        refresh_and_lock_txns_();
+        assert(txns_.empty());
+    }
+#endif
 
   private:
     std::vector<std::shared_ptr<TxnNode>> refresh_and_lock_txns_();
diff --git a/contrib/deneva/concurrency_control/row_prece.cpp b/contrib/deneva/concurrency_control/row_prece.cpp
index 19864162..346e2f65 100644
--- a/contrib/deneva/concurrency_control/row_prece.cpp
+++ b/contrib/deneva/concurrency_control/row_prece.cpp
@@ -29,89 +29,62 @@ uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
 
 void RowManager<DLI_IDENTIFY>::init(row_t* const orig_row) {
     orig_row_ = orig_row;
-    version_ = VersionInfo({}, orig_row);
+    latest_version_ = std::make_shared<VersionInfo>(std::weak_ptr<TxnNode>(), orig_row, 0);
 }
 
-RC RowManager<DLI_IDENTIFY>::access(TxnManager* const txn, const TsType type, row_t* const ver_row) {
-    assert((type == R_REQ) ^ (ver_row != nullptr));
+RC RowManager<DLI_IDENTIFY>::read(row_t& ver_row, TxnManager& txn) {
     std::lock_guard<std::mutex> l(m_);
-    if (type == R_REQ) {
-        read_(txn);
-    } else if (type == P_REQ) {
-        prewrite_(ver_row, txn);
-    } else if (type == W_REQ) {
-        write_(ver_row, txn);
-    } else if (type == XP_REQ) {
-        revoke_(ver_row, txn);
-    } else {
-        assert(false);
-    }
+    const uint64_t to_ver_id = latest_version_->ver_id();
+    build_prece_from_w_txn_<PreceType::WR>(*latest_version_, txn, to_ver_id);
+    latest_version_->add_r_txn(txn.dli_identify_man_.node());
+    ver_row.copy(latest_version_->ver_row());
     return RCOK;
 }
 
-void RowManager<DLI_IDENTIFY>::read_(TxnManager* txn) {
-    build_prece_from_w_txn_<PreceType::WR>(*txn);
-    txn->cur_row->copy(version_.ver_row()); // txn->cur_row need be initted
-    version_.add_r_txn(txn->dli_identify_man_.node());
-}
-
-void RowManager<DLI_IDENTIFY>::prewrite_(row_t* const ver_row, TxnManager* const txn) {
-    build_prece_from_w_txn_<PreceType::WW>(*txn);
-    build_preces_from_r_txns_<PreceType::RW>(*txn);
-    version_ = VersionInfo(txn->dli_identify_man_.node(), ver_row);
+RC RowManager<DLI_IDENTIFY>::prewrite(row_t& ver_row, TxnManager& txn) {
+    std::lock_guard<std::mutex> l(m_);
+    const uint64_t to_ver_id = latest_version_->ver_id() + 1;
+    std::shared_ptr<VersionInfo> pre_version = std::exchange(latest_version_,
+            std::make_shared<VersionInfo>(txn.dli_identify_man_.node(), &ver_row, to_ver_id));
+    build_prece_from_w_txn_<PreceType::WW>(*pre_version, txn, to_ver_id);
+    build_preces_from_r_txns_<PreceType::RW>(*pre_version, txn, to_ver_id);
+    // If transaction writes multiple versions for the same row, only record the first pre_version
+    txn.dli_identify_man_.pre_versions_.emplace(orig_row_, std::move(pre_version));
+    return RCOK;
 }
 
-void RowManager<DLI_IDENTIFY>::write_(row_t* const ver_row, TxnManager* const txn) {
-    // not WC precedence here because the cycle with WC has been checked in validation
-}
+// We have already written versions when prewrite, do nothing here.
+void RowManager<DLI_IDENTIFY>::write(row_t& ver_row, TxnManager& txn) {}
 
-void RowManager<DLI_IDENTIFY>::revoke_(row_t* const ver_row, TxnManager* const txn) {
-    // not WA/RA precedence here because the cycle with WA/RA has been checked in validation
-    // TODO: keep remove versions until meet the version written by itself
+void RowManager<DLI_IDENTIFY>::revoke(row_t& ver_row, TxnManager& txn) {
+    std::lock_guard<std::mutex> l(m_);
+    const auto it = txn.dli_identify_man_.pre_versions_.find(orig_row_);
+    assert(it != txn.dli_identify_man_.pre_versions_.end());
+    latest_version_ = it->second; // revoke version
 }
 
 uint64_t RowManager<DLI_IDENTIFY>::row_id_() const { return orig_row_->get_row_id(); }
 
 template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_prece_from_w_txn_(const TxnManager& txn) {
-    if (const std::shared_ptr<TxnNode> from_txn = version_.w_txn()) {
-        build_prece<TYPE>(*from_txn, txn);
+void RowManager<DLI_IDENTIFY>::build_prece_from_w_txn_(VersionInfo& version, const TxnManager& to_txn,
+        const uint64_t to_ver_id) const {
+    if (const std::shared_ptr<TxnNode> from_txn = version.w_txn()) {
+        build_prece<TYPE>(*from_txn, to_txn, version.ver_id(), to_ver_id);
     }
 }
 
 template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_preces_from_r_txns_(const TxnManager& txn) {
-    version_.foreach_r_txn([&txn, this](TxnNode& from_txn) { build_prece<TYPE>(from_txn, txn); });
+void RowManager<DLI_IDENTIFY>::build_preces_from_r_txns_(VersionInfo& version, const TxnManager& to_txn,
+        const uint64_t to_ver_id) const {
+    version.foreach_r_txn([&to_txn, to_ver_id, from_ver_id = version.ver_id(), this](TxnNode& from_txn) {
+        build_prece<TYPE>(from_txn, to_txn, from_ver_id, to_ver_id);
+    });
 }
 
 template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_prece(TxnNode& from_txn, const TxnManager& txn) {
-    from_txn.AddToTxn<TYPE>(txn.get_txn_id(), txn.dli_identify_man_.node(), row_id_());
+void RowManager<DLI_IDENTIFY>::build_prece(TxnNode& from_txn, const TxnManager& to_txn,
+        const uint64_t from_ver_id, const uint64_t to_ver_id) const {
+    from_txn.AddToTxn<TYPE>(to_txn.get_txn_id(), to_txn.dli_identify_man_.node(), row_id_(), from_ver_id,
+            to_ver_id);
 }
 
-/*
-    // direct precedence
-    template <PreceType TYPE>
-    void AddToTxn(const uint64_t to_txn_id, const std::shared_ptr<TxnNode>& to_txn_node,
-            const uint64_t row_id) {
-        if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
-            AddToTxn(to_txn_id, to_txn_node, Path(PreceInfo(to_txn_node, *type, row_id));
-        }
-    }
-
-    void AddToTxn(const uint64_t to_txn_id, const std::shared_ptr<TxnNode>& to_txn_node,
-            const Path& path) {
-        if (const auto [it, ok] = to_txns_.try_emplace(to_txn_id, path); ok) {
-            to_txn_node->from_txns_.emplace_back(shared_from_this());
-        } else if (it->second < path) {
-            it->second = path;
-        } else {
-            return; // path is not updated, not do recursively update
-        }
-        for (const auto& from_txn_weak : from_txns_) {
-            if (const auto from_txn = from_txns_.lock()) {
-                from_txn->AddToTxn(to_txn_id, to_txn_node);
-            }
-        }
-    }
-*/
diff --git a/contrib/deneva/concurrency_control/row_prece.h b/contrib/deneva/concurrency_control/row_prece.h
index 85db6b9f..53a981d4 100644
--- a/contrib/deneva/concurrency_control/row_prece.h
+++ b/contrib/deneva/concurrency_control/row_prece.h
@@ -18,6 +18,13 @@
 #ifdef ENUM_MEMBER
 #ifdef ENUM_END
 
+ENUM_BEGIN(OperationType)
+ENUM_MEMBER(OperationType, W)
+ENUM_MEMBER(OperationType, R)
+ENUM_MEMBER(OperationType, C)
+ENUM_MEMBER(OperationType, A)
+ENUM_END(OperationType)
+
 ENUM_BEGIN(PreceType)
 ENUM_MEMBER(PreceType, RW)
 ENUM_MEMBER(PreceType, WR)
@@ -83,66 +90,135 @@ class TxnManager;
 
 class TxnNode;
 
+inline std::pair<OperationType, OperationType> DividePreceType(const PreceType prece) {
+    if (prece == PreceType::WR) {
+        return {OperationType::W, OperationType::R};
+    } else if (prece == PreceType::WCR) {
+        return {OperationType::C, OperationType::R};
+    } else if (prece == PreceType::WW) {
+        return {OperationType::W, OperationType::W};
+    } else if (prece == PreceType::WCW) {
+        return {OperationType::C, OperationType::W};
+    } else if (prece == PreceType::RW) {
+        return {OperationType::R, OperationType::W};
+    } else {
+        assert(false);
+        return {};
+    }
+}
+
+inline PreceType MergeOperationType(const OperationType o1, const OperationType o2) {
+    if (o1 == OperationType::W && o2 == OperationType::R) {
+        return PreceType::WR;
+    } else if (o1 == OperationType::C && o2 == OperationType::R) {
+        return PreceType::WCR;
+    } else if (o1 == OperationType::W && o2 == OperationType::W) {
+        return PreceType::WW;
+    } else if (o1 == OperationType::C && o2 == OperationType::W) {
+        return PreceType::WCW;
+    } else if (o1 == OperationType::R && o2 == OperationType::W) {
+        return PreceType::RW;
+    } else {
+        assert(false);
+        return {};
+    }
+}
+
 class PreceInfo {
   public:
     PreceInfo(const uint64_t from_txn_id, std::shared_ptr<TxnNode> to_txn, const PreceType type,
-            const uint64_t row_id)
-        : from_txn_id_(from_txn_id), to_txn_(std::move(to_txn)), type_(type), row_id_(row_id) {}
+            const uint64_t row_id, const uint64_t from_ver_id, const uint64_t to_ver_id)
+        : from_txn_id_(from_txn_id), to_txn_(std::move(to_txn)), type_(type), row_id_(row_id),
+          from_ver_id_(from_ver_id), to_ver_id_(to_ver_id) {}
     PreceInfo(const PreceInfo&) = default;
     PreceInfo(PreceInfo&&) = default;
 
     friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
-        return os << prece.type_ << "(row=" << prece.row_id_ << ")";
+        return os << 'T' << prece.from_txn_id() << "--" << prece.type_ << "(row=" << prece.row_id_ << ")->T" << prece.to_txn_id();
     }
 
     uint64_t from_txn_id() const { return from_txn_id_; }
     uint64_t to_txn_id() const;
+    uint64_t from_ver_id() const { return from_ver_id_; }
+    uint64_t to_ver_id() const { return to_ver_id_; }
+    OperationType from_op_type() const { return DividePreceType(type_).first; }
+    OperationType to_op_type() const { return DividePreceType(type_).second; }
     uint64_t row_id() const { return row_id_; }
     PreceType type() const { return type_; }
+    std::shared_ptr<TxnNode> to_txn() const { return to_txn_; }
 
   private:
     const uint64_t from_txn_id_;
-    const std::shared_ptr<TxnNode> to_txn_;
+    const std::shared_ptr<TxnNode> to_txn_; // release condition (2) for TxnNode
     const PreceType type_;
     const uint64_t row_id_;
+    const uint64_t from_ver_id_;
+    const uint64_t to_ver_id_;
 };
 
-// Not thread safe. Protected by alg_man<DLI_IDENTIFY>::m_
+// A TxnNode can be released only when no more transactions build precedence before it. In this case, the
+// transaction cannot be a part of cycle anymore.
+//
+// For latest read, it should satisfies:
+// (1) The transaction is already finished (for latest read, no future transactions build RW precedence before
+// it).
+// (2) There are no transactions built precedence before it.
+// We use std::shared_ptr to realize it. When the pointer expired, the two conditions are satisified.
+//
+// For snapshot read, it should also satisfies:
+// (3) Minimum active transaction snapshot timestamp (start timestamp) > this transaction's largest write
+// timestamp (commit timestamp). (no future transactions build RW precedence before it)
 class TxnNode : public std::enable_shared_from_this<TxnNode>
 {
   public:
-    TxnNode(const uint64_t txn_id) : txn_id_(txn_id) {}
+    TxnNode() : txn_id_() {}
 
     template <PreceType TYPE>
-    void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node,
-            const uint64_t row_id) {
+    void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node, const uint64_t row_id,
+            const uint64_t from_ver_id, const uint64_t to_ver_id) {
         if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
             std::lock_guard<std::mutex> l(m_);
-            to_txns_.emplace(to_txn_id, PreceInfo(txn_id_, std::move(to_txn_node), *type, row_id));
+            PreceInfo prece = PreceInfo(txn_id_, std::move(to_txn_node), *type, row_id, from_ver_id, to_ver_id);
+            // For read/write precedence, only record the first precedence between the two transactions
+            to_txns_.try_emplace(to_txn_id, prece);
+            // For dirty precedence, W1W2 has higher priority than W1R2 because W1R2C1 is not dirty read
+            if ((type == PreceType::WR || type == PreceType::WW) &&
+                (!dirty_to_txn_.has_value() || (dirty_to_txn_->type() == PreceType::WR &&
+                                                type == PreceType::WW))) {
+                dirty_to_txn_.emplace(prece);
+            }
         }
     }
 
-    uint64_t txn_id() const { return txn_id(); }
+    uint64_t txn_id() const { return txn_id_; }
+    void set_txn_id(const uint64_t txn_id) { txn_id_ = txn_id; }
 
     const std::unordered_map<uint64_t, PreceInfo>& UnsafeGetToTxns() const { return to_txns_; }
+    const std::optional<PreceInfo>& UnsafeGetDirtyToTxn() const { return dirty_to_txn_; }
 
     std::mutex& mutex() const { return m_; }
 
     void commit() {
         std::lock_guard<std::mutex> l(m_);
         is_committed_ = true;
+        dirty_to_txn_.reset();
     }
 
     void abort(bool clear_to_txns) {
         std::lock_guard<std::mutex> l(m_);
         is_committed_ = false;
+        dirty_to_txn_.reset();
         if (clear_to_txns) {
             to_txns_.clear();
         }
     }
 
+    bool is_committed() const { return is_committed_.has_value() && *is_committed_; }
+    bool is_aborted() const { return is_committed_.has_value() && !(*is_committed_); }
+    bool is_active() const { return !is_committed_.has_value(); }
+
   private:
-    const std::optional<PreceType> RealPreceType_(const std::optional<PreceType>& active_prece_type,
+    std::optional<PreceType> RealPreceType_(const std::optional<PreceType>& active_prece_type,
             const std::optional<PreceType>& committed_prece_type,
             const std::optional<PreceType>& aborted_prece_type) const {
         if (!is_committed_.has_value()) {
@@ -156,7 +232,7 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
 
     template <PreceType TYPE,
              typename = typename std::enable_if_t<TYPE != PreceType::WCW && TYPE != PreceType::WCR>>
-    const std::optional<PreceType> RealPreceType_() const {
+    std::optional<PreceType> RealPreceType_() const {
         if constexpr (TYPE == PreceType::WW) {
             return RealPreceType_(PreceType::WW, PreceType::WCW, {});
         } else if constexpr (TYPE == PreceType::WR) {
@@ -167,23 +243,34 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
     }
 
     mutable std::mutex m_;
-    const uint64_t txn_id_;
+    uint64_t txn_id_;
     std::optional<bool> is_committed_;
     std::unordered_map<uint64_t, PreceInfo> to_txns_; // key is txn_id
+    std::optional<PreceInfo> dirty_to_txn_;
     //std::vector<std::weak_ptr<TxnNode>> from_txns_;
 };
 
-// Not thread safe. Protected by alg_man<DLI_IDENTIFY>::m_
+// Not thread safe. Protected by RowManager<DLI_IDENTIFY>::m_
+//
+// A VersionInfo can be released when it will not be read anymore.
+//
+// For latest read, it should satisfies:
+// (1) It is not the latest version.
+// (2) The later version's write transaction is finished. (to prevent version revoke)
+//
+// For snapshot read, it should also satisfies:
+// (3) Minimum active transaction snapshot timestamp (start timestamp) > the later version's write timestamp.
 class VersionInfo
 {
   public:
-    VersionInfo(std::weak_ptr<TxnNode> w_txn, row_t* const ver_row)
-        : w_txn_(std::move(w_txn)), ver_row_(ver_row) {}
+    VersionInfo(std::weak_ptr<TxnNode> w_txn, row_t* const ver_row, const uint64_t ver_id)
+        : w_txn_(std::move(w_txn)), ver_row_(ver_row), ver_id_(ver_id) {}
     VersionInfo(const VersionInfo&) = default;
     VersionInfo(VersionInfo&&) = default;
-    VersionInfo& operator=(const VersionInfo&) = default;
-    VersionInfo& operator=(VersionInfo&&) = default;
+    ~VersionInfo() {}
+
     std::shared_ptr<TxnNode> w_txn() const { return w_txn_.lock(); }
+
     template <typename Task>
     void foreach_r_txn(Task&& task) const {
         for (const auto& r_txn_weak : r_txns_) {
@@ -192,12 +279,18 @@ class VersionInfo
             }
         }
     }
+
     void add_r_txn(std::weak_ptr<TxnNode> txn) { r_txns_.emplace_back(std::move(txn)); }
+
     row_t* ver_row() const { return ver_row_; }
 
+    uint64_t ver_id() const { return ver_id_; }
+
   private:
-    std::weak_ptr<TxnNode> w_txn_;
-    row_t* ver_row_;
+    const std::weak_ptr<TxnNode> w_txn_;
+    row_t* const ver_row_;
+    // There may be two versions on same the row which have the same ver_id due to version revoking
+    const uint64_t ver_id_;
     std::vector<std::weak_ptr<TxnNode>> r_txns_;
 };
 
@@ -208,22 +301,31 @@ class RowManager<DLI_IDENTIFY>
 {
   public:
     void init(row_t* const orig_row);
-    RC access(TxnManager* const txn, const TsType type, row_t* const ver_row = nullptr);
+
+    RC read(row_t& ver_row, TxnManager& txn);
+    RC prewrite(row_t& ver_row, TxnManager& txn);
+    void write(row_t& ver_row, TxnManager& txn);
+    void revoke(row_t& ver_row, TxnManager& txn);
 
   private:
-    void read_(TxnManager* txn);
-    void prewrite_(row_t* const ver_row, TxnManager* const txn);
-    void write_(row_t* const ver_row, TxnManager* const txn);
-    void revoke_(row_t* const ver_row, TxnManager* const txn);
     uint64_t row_id_() const;
-    template <PreceType TYPE> void build_prece_from_w_txn_(const TxnManager& txn);
-    template <PreceType TYPE> void build_preces_from_r_txns_(const TxnManager& txn);
-    template <PreceType TYPE> void build_prece(TxnNode& from_txn, const TxnManager& txn);
+
+    template <PreceType TYPE>
+    void build_prece_from_w_txn_(VersionInfo& version, const TxnManager& txn, const uint64_t to_ver_id) const;
+
+    template <PreceType TYPE>
+    void build_preces_from_r_txns_(VersionInfo& version, const TxnManager& txn,
+            const uint64_t to_ver_id) const;
+
+    template <PreceType TYPE>
+    void build_prece(TxnNode& from_txn, const TxnManager& txn, const uint64_t from_ver_id,
+            const uint64_t to_ver_id) const;
 
   private:
     row_t* orig_row_;
     std::mutex m_;
-    VersionInfo version_; // TODO: use std::vector<VersionInfo> to support abort
+    //std::map<uint64_t, std::shared_ptr<VersionInfo>> versions_; // key is write timestamp (snapshot read)
+    std::shared_ptr<VersionInfo> latest_version_;
 };
 
 #endif
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index dc348d97..0ff2831a 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG SSI
+#define CC_ALG DLI_IDENTIFY
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
@@ -400,6 +400,9 @@ enum PPSTxnType {
 #define SILO 27
 #define CNULL 28
 #define DLI_IDENTIFY 29
+
+#define IS_GENERIC_ALG (CC_ALG == DLI_IDENTIFY)
+
 // TIMESTAMP allocation method.
 #define TS_MUTEX          1
 #define TS_CAS            2
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 001a6220..e10109b6 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -100,11 +100,12 @@ void row_t::init_manager(row_t * row) {
     manager = (Row_dli_base *)mem_allocator.align_alloc(sizeof(Row_dli_base));
 #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     manager = (Row_si *)mem_allocator.align_alloc(sizeof(Row_si));
-#else
-    manager = (RowManager<CC_ALG> *)mem_allocator.align_alloc(sizeof(RowManager<CC_ALG>));
+#elif IS_GENERIC_ALG
+    void* const p = mem_allocator.align_alloc(sizeof(RowManager<CC_ALG>));
+    manager = new(p) RowManager<CC_ALG>();
 #endif
 
-#if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC
+#if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC && IS_GENERIC_ALG
     manager->init(this);
 #endif
 }
@@ -268,7 +269,7 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
         ASSERT(CC_ALG == WAIT_DIE);
     }
     goto end;
-#elif CC_ALG == TIMESTAMP || CC_ALG == MVCC || CC_ALG == SSI || CC_ALG == WSI || CC_ALG == DLI_IDENTIFY
+#elif CC_ALG == TIMESTAMP || CC_ALG == MVCC || CC_ALG == SSI || CC_ALG == WSI
     //uint64_t thd_id = txn->get_thd_id();
 // For TIMESTAMP RD, a new copy of the access->data will be returned.
 
@@ -309,6 +310,24 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
         access->data = newr;
     }
     goto end;
+#elif IS_GENERIC_ALG
+    txn->cur_row = (row_t *) mem_allocator.alloc(sizeof(row_t));
+    txn->cur_row->init(get_table(), this->get_part_id());
+    if (type == WR) {
+        rc = this->manager->prewrite(*txn->cur_row, *txn);
+    } else if (type == RD || type == SCAN) {
+        rc = this->manager->read(*txn->cur_row, *txn);
+    } else {
+        assert(false);
+    }
+    if (rc == RCOK) {
+        access->data = txn->cur_row;
+        assert(access->data->get_data() != NULL);
+        assert(access->data->get_table() != NULL);
+        assert(access->data->get_schema() == this->get_schema());
+        assert(access->data->get_table_name() != NULL);
+    }
+    goto end;
 #elif CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC
     // OCC always make a local copy regardless of read or write
     DEBUG_M("row_t::get_row OCC alloc \n");
@@ -553,7 +572,25 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
     DEBUG_M("row_t::return_row XP free \n");
     mem_allocator.free(row, sizeof(row_t));
     return 0;
+#elif IS_GENERIC_ALG
+    assert (row != NULL);
+    if (type == RD || type == SCAN) {
+        // We have copy the ver_row when get_row with R_REQ to prevent ver_row released.
+        // To prevent memory leak, we need release the duplication here.
+        row->free_row();
+        DEBUG_M("row_t::return_row GENERIC_ALG %d free \n", CC_ALG);
+        mem_allocator.free(row, sizeof(row_t));
+    } else if (type == XP) {
+        // ver_row should be released in row manager
+        manager->revoke(*row, *txn);
+    } else if (type == WR) {
+        assert(row != NULL);
+        assert(row->get_schema() == this->get_schema());
+        manager->write(*row, *txn);
+    }
+    return 0;
 #else
     assert(false);
 #endif
 }
+
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 3d08bf24..628e3cdb 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -106,11 +106,11 @@ set<uint64_t> already_abort_tab;
 #if WORKLOAD == DA
 std::string DA_history_mem;
 std::vector<Message*> DA_delayed_operations;
-#endif
-
 bool abort_history;
 ofstream commit_file;
 ofstream abort_file;
+std::string g_da_cycle_info;
+#endif
 
 bool volatile warmup_done = false;
 bool volatile enable_thread_mem_pool = false;
@@ -253,3 +253,4 @@ UInt32 g_repl_type = REPL_TYPE;
 UInt32 g_repl_cnt = REPLICA_CNT;
 
 map<string, string> g_params;
+
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index c81231a9..55614ed2 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -98,6 +98,8 @@ class RtsCache;
 class TcpTimestamp;
 class Message;
 
+class Path;
+
 typedef uint32_t UInt32;
 typedef int32_t SInt32;
 typedef uint64_t UInt64;
@@ -273,10 +275,11 @@ extern set<uint64_t> already_abort_tab;
 #if WORKLOAD == DA
 extern std::string DA_history_mem;
 extern std::vector<Message*> DA_delayed_operations;
-#endif
 extern bool abort_history;
 extern ofstream commit_file;
 extern ofstream abort_file;
+extern std::string g_da_cycle_info;
+#endif
 // CALVIN
 extern UInt32 g_seq_thread_cnt;
 
diff --git a/contrib/deneva/system/mem_alloc.cpp b/contrib/deneva/system/mem_alloc.cpp
index 9e3de003..4acfa102 100644
--- a/contrib/deneva/system/mem_alloc.cpp
+++ b/contrib/deneva/system/mem_alloc.cpp
@@ -33,6 +33,17 @@ void mem_alloc::free(void * ptr, uint64_t size) {
 #endif
 }
 
+void mem_alloc::free(void * ptr) {
+    if (NO_FREE) {
+    }
+    DEBUG_M("free 0x%lx\n", (uint64_t)ptr);
+#ifdef N_MALLOC
+    std::free(ptr);
+#else
+    je_free(ptr);
+#endif
+}
+
 void * mem_alloc::alloc(uint64_t size) {
     void * ptr;
 
diff --git a/contrib/deneva/system/mem_alloc.h b/contrib/deneva/system/mem_alloc.h
index 8f1e6334..6dfa13cf 100644
--- a/contrib/deneva/system/mem_alloc.h
+++ b/contrib/deneva/system/mem_alloc.h
@@ -25,6 +25,7 @@ class mem_alloc {
     void * align_alloc(uint64_t size);
     void * realloc(void * ptr, uint64_t size);
     void free(void * block, uint64_t size);
+    void free(void * block);
 };
 
 #endif
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 7becfbe2..5d0f61f0 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -375,7 +375,7 @@ void TxnManager::init(uint64_t thd_id, Workload * h_wl) {
 #endif
 
 #if CC_ALG == DLI_IDENTIFY
-    dli_identify_man_.init(get_txn_id());
+    dli_identify_man_.init();
 #endif
 
     registed_ = false;
@@ -415,10 +415,6 @@ void TxnManager::reset() {
     calvin_locked_rows.clear();
 #endif
 
-#if CC_ALG == DLI_IDENTIFY
-    dli_identify_man_.reset();
-#endif
-
     assert(txn);
     assert(query);
     txn->reset(get_thd_id());
@@ -445,11 +441,12 @@ void TxnManager::release() {
 
 #if CC_ALG == CALVIN
     calvin_locked_rows.release();
-#endif
-#if CC_ALG == SILO
+#elif CC_ALG == SILO
     num_locks = 0;
     memset(write_set, 0, 100);
     // mem_allocator.free(write_set, sizeof(int) * 100);
+#elif CC_ALG == DLI_IDENTIFY
+    dli_identify_man_.release();
 #endif
     txn_ready = true;
 }
@@ -744,7 +741,12 @@ void TxnManager::register_thread(Thread * h_thd) {
 #endif
 }
 
-void TxnManager::set_txn_id(txnid_t txn_id) { txn->txn_id = txn_id; }
+void TxnManager::set_txn_id(txnid_t txn_id) {
+    txn->txn_id = txn_id;
+#if CC_ALG == DLI_IDENTIFY
+    dli_identify_man_.node()->set_txn_id(txn_id);
+#endif
+}
 
 txnid_t TxnManager::get_txn_id() const { return txn->txn_id; }
 
@@ -893,8 +895,8 @@ void TxnManager::cleanup(RC rc) {
 #if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC_BASE) && MODE == NORMAL_MODE
     dli_man.finish_trans(rc, this);
 #endif
-#if CC_ALG == DLI_IDENTIFY && MODE == NORMAL_MODE
-    alg_man<DLI_IDENTIFY>.finish(rc, this);
+#if IS_GENERIC_ALG && MODE == NORMAL_MODE
+    alg_man<CC_ALG>.finish(rc, this);
 #endif
     ts_t starttime = get_sys_clock();
     uint64_t row_cnt = txn->accesses.get_count();
@@ -1157,8 +1159,8 @@ RC TxnManager::validate() {
         if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
             rc = dta_man.find_bound(this);
         }
-    } else if (CC_ALG == DLI_IDENTIFY) {
-        rc = alg_man<DLI_IDENTIFY>.validate(this);
+    } else if (IS_GENERIC_ALG) {
+        rc = alg_man<CC_ALG>.validate(this);
     }
 #if CC_ALG == SILO
     else if (CC_ALG == SILO) {
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 038fb9e4..fdbc06ef 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -143,32 +143,43 @@ template <int ALG> class AlgTxnManager;
 
 struct TxnNode;
 struct Path;
+class VersionInfo;
 template <> class AlgTxnManager<DLI_IDENTIFY>
 {
   public:
-    void init(const uint64_t txn_id)
+    AlgTxnManager() {}
+
+    void init()
     {
-        node_ = std::make_shared<TxnNode>(txn_id);
         l_.release();
+        node_ = std::make_shared<TxnNode>();
+        cycle_ = nullptr;
+        pre_versions_.clear();
     }
 
-    void reset()
+    void release()
     {
+        if (l_.owns_lock()) {
+            l_.unlock();
+        }
         node_ = nullptr;
-        l_.release();
+        cycle_ = nullptr;
+        pre_versions_.clear();
     }
 
     void lock(std::mutex& m) { l_ = std::unique_lock(m); }
 
+    void set_txn_id(const uint64_t txn_id) { node_->set_txn_id(txn_id); }
+
     const std::shared_ptr<TxnNode>& node() const { return node_; }
 
     void set_cycle(Path&& cycle);
     const std::unique_ptr<Path>& cycle() const { return cycle_; }
 
-  private:
     std::unique_lock<std::mutex> l_;
-    std::shared_ptr<TxnNode> node_;
+    std::shared_ptr<TxnNode> node_; // release condition (1) for TxnNode
     std::unique_ptr<Path> cycle_;
+    std::unordered_map<row_t*, std::shared_ptr<VersionInfo>> pre_versions_; // record for revoke
 };
 
 /*
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 794db448..3db5cb57 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -859,7 +859,15 @@ RC WorkerThread::process_rtxn(Message * msg) {
             output_file << "[ERROR] remain delayed operations: ";
             DA_delayed_operations.clear();
         }
+#if WORKLOAD == DA
+        output_file << DA_history_mem << " | " << g_da_cycle_info << endl;
+        g_da_cycle_info.clear();
+#if CC_ALG == DLI_IDENTIFY
+        alg_man<DLI_IDENTIFY>.check_concurrency_txn_empty();
+#endif
+#else
         output_file << DA_history_mem << endl;
+#endif
         string().swap(DA_history_mem);
         abort_history = false;
         da_start_stamp_tab.clear();

From 72ae89b6babe042661f61eb7704ef471a4df0e03 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 19 Mar 2021 23:54:10 +0800
Subject: [PATCH 058/102] Identify anomaly type with DLI_IDENTIFY in Deneva

---
 contrib/deneva/Makefile                       |  2 +-
 .../concurrency_control/dli_identify.cpp      | 12 ++-
 .../deneva/concurrency_control/dli_identify.h | 25 +++---
 .../deneva/concurrency_control/row_prece.cpp  | 89 +++++++++++++++++++
 .../deneva/concurrency_control/row_prece.h    |  3 +
 5 files changed, 118 insertions(+), 13 deletions(-)

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index 20455a5a..fd08198e 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -1,4 +1,4 @@
-CC=g++
+CC=/usr/local/bin/gcc10/bin/g++
 CFLAGS=-Wall -Werror -std=c++17 -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
 #CFLAGS += -fsanitize=address -fno-stack-protector -fno-omit-frame-pointer
 NNMSG=./nanomsg-0.5-beta
diff --git a/contrib/deneva/concurrency_control/dli_identify.cpp b/contrib/deneva/concurrency_control/dli_identify.cpp
index 99dcc0b8..4ed8b001 100644
--- a/contrib/deneva/concurrency_control/dli_identify.cpp
+++ b/contrib/deneva/concurrency_control/dli_identify.cpp
@@ -67,8 +67,13 @@ void AlgManager<DLI_IDENTIFY>::update_path_matrix_(std::vector<std::vector<Path>
     const uint64_t txn_num = matrix.size();
     for (uint64_t mid = 0; mid < txn_num; ++mid) {
         for (uint64_t start = 0; start < txn_num; ++start) {
+            if (start == mid) {
+                continue;
+            }
             for (uint64_t end = 0; end < txn_num; ++end) {
-                update_path(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
+                if (end != mid && start != end) {
+                    update_path(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
+                }
             }
         }
     }
@@ -81,10 +86,13 @@ Path AlgManager<DLI_IDENTIFY>::min_cycle_(std::vector<std::vector<Path>>& matrix
         if (start == this_idx) {
             continue;
         }
+        // We should try different order because the path may be impassable when order is wrong.
         update_path(min_cycle, matrix[start][this_idx] + matrix[this_idx][start]);
+        update_path(min_cycle, matrix[this_idx][start] + matrix[start][this_idx]);
         assert(!min_cycle.passable() || min_cycle.is_cycle());
         for (uint64_t end = 0; end < txn_num; ++end) {
             if (end != this_idx && start != end) {
+                // Here try once is ok because start and end will exchange later.
                 update_path(min_cycle, matrix[start][end] + matrix[end][this_idx] + matrix[this_idx][start]);
                 assert(!min_cycle.passable() || min_cycle.is_cycle());
             }
@@ -136,7 +144,7 @@ void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
     }
     if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle()) {
 #if WORKLOAD == DA
-        g_da_cycle_info = cycle->to_string();
+        g_da_cycle_info = std::string(ToString(IdentifyAnomaly(cycle->preces()))) + " == " + cycle->to_string();
 #endif
         txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
     } else {
diff --git a/contrib/deneva/concurrency_control/dli_identify.h b/contrib/deneva/concurrency_control/dli_identify.h
index d1982c76..b0edc0fc 100644
--- a/contrib/deneva/concurrency_control/dli_identify.h
+++ b/contrib/deneva/concurrency_control/dli_identify.h
@@ -62,22 +62,26 @@ class Path {
         const uint64_t new_to_ver_id = append_front.to_ver_id();
         const OperationType new_from_op_type = current_back.from_op_type();
         const OperationType new_to_op_type = append_front.to_op_type();
-        if (current_back.row_id() == append_front.row_id() &&
-                current_back.from_txn_id() != append_front.to_txn_id() &&
-                (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
+        bool merged = false;
+        if (current_back.row_id() == append_front.row_id()) {
             if (new_from_ver_id >= new_to_ver_id) {
                 // it breaks the operation order on the same row
                 preces_.clear();
                 return *this;
             }
             // merge two precedence on the same row
-            preces_.pop_back();
-            const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
-            preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
-                current_back.row_id(), new_from_ver_id, new_to_ver_id);
-            // the first precedence in p.prece has already merged
-            cat_preces(std::next(p.preces_.begin()));
-        } else {
+            if (current_back.from_txn_id() != append_front.to_txn_id() &&
+                    (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
+                preces_.pop_back();
+                const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
+                preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
+                    current_back.row_id(), new_from_ver_id, new_to_ver_id);
+                // the first precedence in p.prece has already merged
+                cat_preces(std::next(p.preces_.begin()));
+                merged = true;
+            }
+        }
+        if (!merged) {
             cat_preces(p.preces_.begin());
         }
 #else
@@ -134,6 +138,7 @@ class AlgManager<DLI_IDENTIFY>
 #if WORKLOAD == DA
     void check_concurrency_txn_empty() {
         refresh_and_lock_txns_();
+        // assert failed here means there is actually a cycle but we miss it
         assert(txns_.empty());
     }
 #endif
diff --git a/contrib/deneva/concurrency_control/row_prece.cpp b/contrib/deneva/concurrency_control/row_prece.cpp
index 346e2f65..254b4763 100644
--- a/contrib/deneva/concurrency_control/row_prece.cpp
+++ b/contrib/deneva/concurrency_control/row_prece.cpp
@@ -88,3 +88,92 @@ void RowManager<DLI_IDENTIFY>::build_prece(TxnNode& from_txn, const TxnManager&
             to_ver_id);
 }
 
+// require type1 precedence happens before type2 precedence
+static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
+    if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+        return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
+    } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
+        return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
+    } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+        return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
+    } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
+        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+    } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
+        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+    } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
+        return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
+    } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+        return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
+    } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
+        return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
+    } else {
+        return AnomalyType::UNKNOWN_1;
+    }
+}
+
+static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
+    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
+        if (early_type == type1 && later_type == type2) {
+            return true;
+        } else if (early_type == type2 && later_type == type1) {
+            return false;
+        } else {
+            return {};
+        }
+    };
+    if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
+        return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (any_order(PreceType::WW, PreceType::WCR)) {
+        return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
+        return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
+    } else if (any_order(PreceType::WW, PreceType::WW)) {
+        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+    } else if (any_order(PreceType::WW, PreceType::WCW)) {
+        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WR)) {
+        return AnomalyType::RAT_2_WRITE_READ_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WCR)) {
+        return AnomalyType::RAT_2_WRITE_READ_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WCW)) {
+        return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
+        return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
+    } else if (any_order(PreceType::RW, PreceType::WCR)) {
+        return AnomalyType::RAT_2_READ_SKEW;
+    } else if (any_order(PreceType::RW, PreceType::WCW)) {
+        return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
+    } else if (any_order(PreceType::RW, PreceType::RW)) {
+        return AnomalyType::IAT_2_WRITE_SKEW;
+    } else {
+        return AnomalyType::UNKNOWN_2;
+    }
+}
+
+static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
+        return AnomalyType::WAT_STEP;
+    }
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
+        return AnomalyType::RAT_STEP;
+    }
+    return AnomalyType::IAT_STEP;
+}
+
+AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces) {
+    assert(preces.size() >= 2);
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
+        // WA and WC precedence han only appear
+        return AnomalyType::WAT_1_DIRTY_WRITE;
+    } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+        return AnomalyType::RAT_1_DIRTY_READ;
+    } else if (preces.size() >= 3) {
+        return IdentifyAnomalyMultiple_(preces);
+    // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
+    } else if (preces.back().row_id() != preces.front().row_id()) {
+        return IdentifyAnomalyDouble_(preces.front().type(), preces.back().type());
+    } else {
+        return IdentifyAnomalySingle_(preces.front().type(), preces.back().type());
+    }
+}
+
diff --git a/contrib/deneva/concurrency_control/row_prece.h b/contrib/deneva/concurrency_control/row_prece.h
index 53a981d4..c9ee266c 100644
--- a/contrib/deneva/concurrency_control/row_prece.h
+++ b/contrib/deneva/concurrency_control/row_prece.h
@@ -156,6 +156,8 @@ class PreceInfo {
     const uint64_t to_ver_id_;
 };
 
+AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces);
+
 // A TxnNode can be released only when no more transactions build precedence before it. In this case, the
 // transaction cannot be a part of cycle anymore.
 //
@@ -173,6 +175,7 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
   public:
     TxnNode() : txn_id_() {}
 
+    // we use ver_id but not the count of operation to support snapshot read
     template <PreceType TYPE>
     void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node, const uint64_t row_id,
             const uint64_t from_ver_id, const uint64_t to_ver_id) {

From 9dd99825cdd6eb55f16e69fcba2865afe4a55d62 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 22 Mar 2021 15:15:51 +0800
Subject: [PATCH 059/102] Output anomaly type counts with DLI_IDENTIFY in
 Deneva

---
 contrib/deneva/Makefile                       |  2 +-
 contrib/deneva/benchmarks/da.h                |  8 ++++
 contrib/deneva/benchmarks/da_txn.cpp          |  7 +++
 .../concurrency_control/dli_identify.cpp      |  9 +++-
 contrib/deneva/system/global.cpp              |  9 ----
 contrib/deneva/system/global.h                |  8 ----
 contrib/deneva/system/txn_table.cpp           |  4 ++
 contrib/deneva/system/worker_thread.cpp       | 47 ++++++++++++++++++-
 make.sh                                       |  2 +-
 9 files changed, 74 insertions(+), 22 deletions(-)

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index fd08198e..7f88dd35 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -1,5 +1,5 @@
 CC=/usr/local/bin/gcc10/bin/g++
-CFLAGS=-Wall -Werror -std=c++17 -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
+CFLAGS=-Wall -Werror -std=c++17 -static-libstdc++ -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
 #CFLAGS += -fsanitize=address -fno-stack-protector -fno-omit-frame-pointer
 NNMSG=./nanomsg-0.5-beta
 
diff --git a/contrib/deneva/benchmarks/da.h b/contrib/deneva/benchmarks/da.h
index 8e362c1f..19cccaed 100644
--- a/contrib/deneva/benchmarks/da.h
+++ b/contrib/deneva/benchmarks/da.h
@@ -7,6 +7,7 @@
 #include "wl.h"
 #include "creator.h"
 #include "da_query.h"
+#include <optional>
 
 class DAQuery;
 class DAQueryMessage;
@@ -16,6 +17,13 @@ class table_t;
 class INDEX;
 class DAQuery;
 
+extern std::string DA_history_mem;
+extern std::vector<Message*> DA_delayed_operations;
+extern bool abort_history;
+extern ofstream commit_file;
+extern ofstream abort_file;
+extern std::optional<Path> g_da_cycle;
+
 class DAWorkload : public Workload {
   public:
     RC init();
diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index b6035774..85164446 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -15,6 +15,13 @@
 #include "transport.h"
 #include "wl.h"
 
+std::string DA_history_mem;
+std::vector<Message*> DA_delayed_operations;
+bool abort_history;
+ofstream commit_file;
+ofstream abort_file;
+std::optional<Path> g_da_cycle;
+
 void DATxnManager::init(uint64_t thd_id, Workload *h_wl) {
     TxnManager::init(thd_id, h_wl);
     _wl = (DAWorkload *)h_wl;
diff --git a/contrib/deneva/concurrency_control/dli_identify.cpp b/contrib/deneva/concurrency_control/dli_identify.cpp
index 4ed8b001..a2966bbb 100644
--- a/contrib/deneva/concurrency_control/dli_identify.cpp
+++ b/contrib/deneva/concurrency_control/dli_identify.cpp
@@ -2,6 +2,10 @@
 #include "concurrency_control/row_prece.h"
 #include "system/txn.h"
 
+#if WORKLOAD == DA
+extern std::optional<Path> g_da_cycle;
+#endif
+
 static Path dirty_path(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
     PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
             rw_prece.to_ver_id(), UINT64_MAX);
@@ -144,7 +148,10 @@ void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
     }
     if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle()) {
 #if WORKLOAD == DA
-        g_da_cycle_info = std::string(ToString(IdentifyAnomaly(cycle->preces()))) + " == " + cycle->to_string();
+        if (!g_da_cycle.has_value()) {
+            //g_da_cycle = std::string(ToString(IdentifyAnomaly(cycle->preces()))) + " == " + cycle->to_string();
+            g_da_cycle.emplace(*cycle);
+        }
 #endif
         txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
     } else {
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 628e3cdb..a581099e 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -103,15 +103,6 @@ set<uint64_t> da_start_trans_tab;
 map<uint64_t, ts_t> da_stamp_tab;
 set<uint64_t> already_abort_tab;
 
-#if WORKLOAD == DA
-std::string DA_history_mem;
-std::vector<Message*> DA_delayed_operations;
-bool abort_history;
-ofstream commit_file;
-ofstream abort_file;
-std::string g_da_cycle_info;
-#endif
-
 bool volatile warmup_done = false;
 bool volatile enable_thread_mem_pool = false;
 pthread_barrier_t warmup_bar;
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index 55614ed2..e0337cf3 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -272,14 +272,6 @@ extern map<uint64_t, ts_t> da_start_stamp_tab;
 extern set<uint64_t> da_start_trans_tab;
 extern map<uint64_t, ts_t> da_stamp_tab;
 extern set<uint64_t> already_abort_tab;
-#if WORKLOAD == DA
-extern std::string DA_history_mem;
-extern std::vector<Message*> DA_delayed_operations;
-extern bool abort_history;
-extern ofstream commit_file;
-extern ofstream abort_file;
-extern std::string g_da_cycle_info;
-#endif
 // CALVIN
 extern UInt32 g_seq_thread_cnt;
 
diff --git a/contrib/deneva/system/txn_table.cpp b/contrib/deneva/system/txn_table.cpp
index 5d628d8a..b9c3f13b 100644
--- a/contrib/deneva/system/txn_table.cpp
+++ b/contrib/deneva/system/txn_table.cpp
@@ -144,6 +144,10 @@ TxnManager * TxnTable::get_transaction_manager(uint64_t thd_id, uint64_t txn_id,
     return txn_man;
 }
 
+#if WORKLOAD == DA
+extern std::vector<Message*> DA_delayed_operations;
+#endif
+
 void TxnTable::restart_txn(uint64_t thd_id, uint64_t txn_id,uint64_t batch_id){
     uint64_t pool_id = txn_id % pool_size;
     // set modify bit for this pool: txn_id % pool_size
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 3db5cb57..153e7d91 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -50,6 +50,11 @@
 #include "dta.h"
 #include "da.h"
 
+#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+static std::array<std::atomic<uint64_t>, Count<AnomalyType>()> g_anomaly_counts = {0};
+static uint64_t g_no_anomaly_count = 0;
+#endif
+
 void WorkerThread::setup() {
     if( get_thd_id() == 0) {
         send_init_done_to_all_nodes();
@@ -318,6 +323,35 @@ char type2char(DATxnType txn_type)
     }
 }
 
+#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+static void print_anomaly_type_rates() {
+    std::cout.setf(std::ios::right);
+    std::cout.precision(4);
+
+    static auto print_percent = [](auto&& value, auto&& total) {
+      std::cout << std::setw(10) << static_cast<double>(value) / total * 100 << "% = " << std::setw(5) << value << " / " << std::setw(5) << total;
+    };
+
+    const auto anomaly_count = std::accumulate(g_anomaly_counts.begin(), g_anomaly_counts.end(), 0);
+    std::cout << "=== DLI_IDENTIFY ===" << std::endl;
+
+    std::cout << std::setw(40) << "True Rollback: ";
+    print_percent(anomaly_count, anomaly_count + g_no_anomaly_count);
+    std::cout << std::endl;
+
+    std::vector<std::pair<AnomalyType, uint32_t>> sorted_g_anomaly_counts;
+    for (const auto anomaly : Members<AnomalyType>()) {
+      sorted_g_anomaly_counts.emplace_back(anomaly, g_anomaly_counts.at(static_cast<uint32_t>(anomaly)));
+    }
+    std::sort(sorted_g_anomaly_counts.begin(), sorted_g_anomaly_counts.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
+    for (const auto& [anomaly, count] : sorted_g_anomaly_counts) {
+      std::cout << std::setw(40) << (std::string("[") + ToString(anomaly) + "] ");
+      print_percent(count, anomaly_count);
+      std::cout << std::endl;
+    }
+}
+#endif
+
 RC WorkerThread::run() {
     tsetup();
     printf("Running WorkerThread %ld\n",_thd_id);
@@ -436,6 +470,9 @@ RC WorkerThread::run() {
 #endif
         INC_STATS(get_thd_id(),worker_release_msg_time,get_sys_clock() - ready_starttime);
     }
+#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+    print_anomaly_type_rates();
+#endif
     printf("FINISH %ld:%ld\n",_node_id,_thd_id);
     fflush(stdout);
     return FINISH;
@@ -860,8 +897,14 @@ RC WorkerThread::process_rtxn(Message * msg) {
             DA_delayed_operations.clear();
         }
 #if WORKLOAD == DA
-        output_file << DA_history_mem << " | " << g_da_cycle_info << endl;
-        g_da_cycle_info.clear();
+        if (g_da_cycle.has_value()) {
+            const auto anomaly_type = IdentifyAnomaly(g_da_cycle->preces());
+            output_file << DA_history_mem << " |  " << anomaly_type << "  |  " << *g_da_cycle << endl;
+            ++(g_anomaly_counts.at(static_cast<uint32_t>(anomaly_type)));
+            g_da_cycle.reset();
+        } else {
+            ++g_no_anomaly_count;
+        }
 #if CC_ALG == DLI_IDENTIFY
         alg_man<DLI_IDENTIFY>.check_concurrency_txn_empty();
 #endif
diff --git a/make.sh b/make.sh
index 315923d4..11191d79 100755
--- a/make.sh
+++ b/make.sh
@@ -1 +1 @@
-g++ -gdwarf-2 -std=c++17 -o 3ts $(cd "$(dirname "$0")";pwd)/src/3ts/backend/main.cc -lgflags -lpthread -lconfig++
+g++ -gdwarf-2 -std=c++17 -static-libstdc++ -o 3ts $(cd "$(dirname "$0")";pwd)/src/3ts/backend/main.cc -lgflags -lpthread -lconfig++

From 8c9072dc351a873be07a9c1cd4f7da0b36f49a4b Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Mon, 22 Mar 2021 17:06:06 +0800
Subject: [PATCH 060/102] Fix DLI_IDENTIFY not print commit histories in Deneva
 DA Workload

---
 contrib/deneva/system/worker_thread.cpp               | 10 +++++-----
 src/3ts/backend/cca/conflict_serializable_algorithm.h |  1 +
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 153e7d91..c89b89da 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -349,6 +349,7 @@ static void print_anomaly_type_rates() {
       print_percent(count, anomaly_count);
       std::cout << std::endl;
     }
+    std::cout << "=== DLI_IDENTIFY END ===" << std::endl;
 }
 #endif
 
@@ -896,20 +897,19 @@ RC WorkerThread::process_rtxn(Message * msg) {
             output_file << "[ERROR] remain delayed operations: ";
             DA_delayed_operations.clear();
         }
-#if WORKLOAD == DA
+#if CC_ALG == DLI_IDENTIFY
         if (g_da_cycle.has_value()) {
             const auto anomaly_type = IdentifyAnomaly(g_da_cycle->preces());
-            output_file << DA_history_mem << " |  " << anomaly_type << "  |  " << *g_da_cycle << endl;
+            output_file << DA_history_mem << " |  " << anomaly_type << "  |  " << *g_da_cycle << std::endl;
             ++(g_anomaly_counts.at(static_cast<uint32_t>(anomaly_type)));
             g_da_cycle.reset();
         } else {
+            output_file << DA_history_mem << std::endl;
             ++g_no_anomaly_count;
         }
-#if CC_ALG == DLI_IDENTIFY
         alg_man<DLI_IDENTIFY>.check_concurrency_txn_empty();
-#endif
 #else
-        output_file << DA_history_mem << endl;
+        output_file << DA_history_mem << std::endl;
 #endif
         string().swap(DA_history_mem);
         abort_history = false;
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index adb86be2..6ac6ca79 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -341,6 +341,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
       print_percent(count, anomaly_count);
       std::cout << std::endl;
     }
+    std::cout << "=== DLI_IDENTIFY END ===" << std::endl;
   }
 
   virtual bool Check(const History& history, std::ostream* const os) const override {

From 49cce2196253fb7394d30806dccd090593dd11b1 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 25 Mar 2021 15:38:16 +0800
Subject: [PATCH 061/102] Decouple DLI_IDENTIFY algorithms from Deneva

---
 contrib/deneva/Makefile                       |  10 +-
 contrib/deneva/benchmarks/da.h                |   2 +-
 contrib/deneva/benchmarks/da_txn.cpp          |   2 +-
 .../concurrency_control/dli_identify.cpp      | 175 ------------
 .../deneva/concurrency_control/dli_identify.h | 158 -----------
 .../deneva/concurrency_control/row_prece.cpp  | 179 -------------
 .../deneva/concurrency_control/row_unified.h  |  75 ++++++
 .../deneva/concurrency_control/unified_util.h |  20 ++
 contrib/deneva/config.h                       |   3 +-
 contrib/deneva/storage/row.cpp                |  16 +-
 contrib/deneva/storage/row.h                  |   7 +-
 contrib/deneva/system/global.cpp              |   5 +-
 contrib/deneva/system/global.h                |   6 +-
 contrib/deneva/system/mem_alloc.h             |   9 +
 contrib/deneva/system/txn.cpp                 |  40 ++-
 contrib/deneva/system/txn.h                   |  45 +---
 contrib/deneva/system/worker_thread.cpp       |  10 +-
 .../alg_dli_identify_cycle.h                  | 250 ++++++++++++++++++
 .../alg_dli_identify_merge.h                  | 102 +++++++
 .../dli_identify_util.cpp                     | 142 ++++++++++
 .../dli_identify_util.h                       |  43 +++
 .../deneva/unified_concurrency_control/foo.cc |  22 ++
 .../row_prece.h                               | 198 +++++++++-----
 .../txn_dli_identify.h                        |  27 ++
 .../deneva/unified_concurrency_control/util.h |  15 ++
 25 files changed, 908 insertions(+), 653 deletions(-)
 delete mode 100644 contrib/deneva/concurrency_control/dli_identify.cpp
 delete mode 100644 contrib/deneva/concurrency_control/dli_identify.h
 delete mode 100644 contrib/deneva/concurrency_control/row_prece.cpp
 create mode 100644 contrib/deneva/concurrency_control/row_unified.h
 create mode 100644 contrib/deneva/concurrency_control/unified_util.h
 create mode 100644 contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
 create mode 100644 contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
 create mode 100644 contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
 create mode 100644 contrib/deneva/unified_concurrency_control/dli_identify_util.h
 create mode 100644 contrib/deneva/unified_concurrency_control/foo.cc
 rename contrib/deneva/{concurrency_control => unified_concurrency_control}/row_prece.h (63%)
 create mode 100644 contrib/deneva/unified_concurrency_control/txn_dli_identify.h
 create mode 100644 contrib/deneva/unified_concurrency_control/util.h

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index 7f88dd35..4d6db35c 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -5,8 +5,8 @@ NNMSG=./nanomsg-0.5-beta
 
 .SUFFIXES: .o .cpp .h .cc
 
-SRC_DIRS = ./ ./benchmarks/ ./client/ ./concurrency_control/ ./storage/ ./transport/ ./system/ ./statistics/#./unit_tests/
-DEPS = -I. -I./benchmarks -I./client/ -I./concurrency_control -I./storage -I./transport -I./system -I./statistics #-I./unit_tests
+SRC_DIRS = ./ ./benchmarks/ ./client/ ./concurrency_control/ ./unified_concurrency_control/ ./storage/ ./transport/ ./system/ ./statistics/#./unit_tests/
+DEPS = -I. -I./benchmarks -I./client/ -I./concurrency_control -I./unified_concurrency_control/ -I./storage -I./transport -I./system -I./statistics #-I./unit_tests
 
 CFLAGS += $(DEPS) -D NOGRAPHITE=1 -Wno-sizeof-pointer-memaccess
 LDFLAGS = -Wall -L. -L$(NNMSG) -Wl,-rpath -pthread -lrt -lnanomsg -lanl -lcurl -lprotobuf -lpthread
@@ -55,6 +55,8 @@ unit_test : $(OBJS_UNIT)
 	$(CC) -c -DSTATS_ENABLE=false $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: concurrency_control/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
+./obj/%.o: unified_concurrency_control/%.cpp
+	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: client/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: %.cpp
@@ -79,6 +81,8 @@ rundb : $(OBJS_DB)
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: concurrency_control/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
+./obj/%.o: unified_concurrency_control/%.cpp
+	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: client/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: %.cpp
@@ -103,6 +107,8 @@ runcl : $(OBJS_CL)
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: concurrency_control/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
+./obj/%.o: unified_concurrency_control/%.cpp
+	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: client/%.cpp
 	$(CC) -c $(CFLAGS) $(INCLUDE) -o $@ $<
 ./obj/%.o: %.cpp
diff --git a/contrib/deneva/benchmarks/da.h b/contrib/deneva/benchmarks/da.h
index 19cccaed..e2c118bf 100644
--- a/contrib/deneva/benchmarks/da.h
+++ b/contrib/deneva/benchmarks/da.h
@@ -22,7 +22,7 @@ extern std::vector<Message*> DA_delayed_operations;
 extern bool abort_history;
 extern ofstream commit_file;
 extern ofstream abort_file;
-extern std::optional<Path> g_da_cycle;
+extern std::optional<ttts::Path> g_da_cycle;
 
 class DAWorkload : public Workload {
   public:
diff --git a/contrib/deneva/benchmarks/da_txn.cpp b/contrib/deneva/benchmarks/da_txn.cpp
index 85164446..edf4ab82 100644
--- a/contrib/deneva/benchmarks/da_txn.cpp
+++ b/contrib/deneva/benchmarks/da_txn.cpp
@@ -20,7 +20,7 @@ std::vector<Message*> DA_delayed_operations;
 bool abort_history;
 ofstream commit_file;
 ofstream abort_file;
-std::optional<Path> g_da_cycle;
+std::optional<ttts::Path> g_da_cycle;
 
 void DATxnManager::init(uint64_t thd_id, Workload *h_wl) {
     TxnManager::init(thd_id, h_wl);
diff --git a/contrib/deneva/concurrency_control/dli_identify.cpp b/contrib/deneva/concurrency_control/dli_identify.cpp
deleted file mode 100644
index a2966bbb..00000000
--- a/contrib/deneva/concurrency_control/dli_identify.cpp
+++ /dev/null
@@ -1,175 +0,0 @@
-#include "concurrency_control/dli_identify.h"
-#include "concurrency_control/row_prece.h"
-#include "system/txn.h"
-
-#if WORKLOAD == DA
-extern std::optional<Path> g_da_cycle;
-#endif
-
-static Path dirty_path(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
-    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
-            rw_prece.to_ver_id(), UINT64_MAX);
-    return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
-}
-
-template <>
-Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<true>(TxnNode& txn_to_finish) const {
-    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece.has_value()) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return dirty_path(*prece, txn_to_finish, PreceType::WC);
-    } else {
-        assert(prece->type() == PreceType::WR);
-        return {};
-    }
-}
-
-template <>
-Path AlgManager<DLI_IDENTIFY>::dirty_cycle_<false>(TxnNode& txn_to_finish) const {
-    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece.has_value()) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return dirty_path(*prece, txn_to_finish, PreceType::WA);
-    } else if (prece->type() == PreceType::WR) {
-        return dirty_path(*prece, txn_to_finish, PreceType::RA);
-    } else {
-        assert(false);
-        return {};
-    }
-}
-
-std::vector<std::vector<Path>> AlgManager<DLI_IDENTIFY>::init_path_matrix_(
-        const std::vector<std::shared_ptr<TxnNode>>& concurrent_txns) const {
-    const uint64_t txn_num = concurrent_txns.size();
-    std::vector<std::vector<Path>> matrix(txn_num);
-    for (uint64_t from_idx = 0; from_idx < txn_num; ++from_idx) {
-        matrix[from_idx].resize(txn_num);
-        TxnNode& from_txn_node = *concurrent_txns[from_idx];
-        std::lock_guard<std::mutex> l(from_txn_node.mutex());
-        const auto& to_txns = from_txn_node.UnsafeGetToTxns();
-        for (uint64_t to_idx = 0; to_idx < txn_num; ++to_idx) {
-            const uint64_t to_txn_id = concurrent_txns[to_idx]->txn_id();
-            if (const auto it = to_txns.find(to_txn_id); it != to_txns.end()) {
-                matrix[from_idx][to_idx] = it->second;
-            }
-        }
-    }
-    return matrix;
-}
-
-static void update_path(Path& path, Path&& new_path) {
-    if (new_path < path) {
-        path = std::move(new_path); // do not use std::min because there is a copy cost when assign self
-    }
-};
-
-void AlgManager<DLI_IDENTIFY>::update_path_matrix_(std::vector<std::vector<Path>>& matrix) const {
-    const uint64_t txn_num = matrix.size();
-    for (uint64_t mid = 0; mid < txn_num; ++mid) {
-        for (uint64_t start = 0; start < txn_num; ++start) {
-            if (start == mid) {
-                continue;
-            }
-            for (uint64_t end = 0; end < txn_num; ++end) {
-                if (end != mid && start != end) {
-                    update_path(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
-                }
-            }
-        }
-    }
-}
-
-Path AlgManager<DLI_IDENTIFY>::min_cycle_(std::vector<std::vector<Path>>& matrix, const uint64_t this_idx) const {
-    const uint64_t txn_num = matrix.size();
-    Path min_cycle;
-    for (uint64_t start = 0; start < txn_num; ++start) {
-        if (start == this_idx) {
-            continue;
-        }
-        // We should try different order because the path may be impassable when order is wrong.
-        update_path(min_cycle, matrix[start][this_idx] + matrix[this_idx][start]);
-        update_path(min_cycle, matrix[this_idx][start] + matrix[start][this_idx]);
-        assert(!min_cycle.passable() || min_cycle.is_cycle());
-        for (uint64_t end = 0; end < txn_num; ++end) {
-            if (end != this_idx && start != end) {
-                // Here try once is ok because start and end will exchange later.
-                update_path(min_cycle, matrix[start][end] + matrix[end][this_idx] + matrix[this_idx][start]);
-                assert(!min_cycle.passable() || min_cycle.is_cycle());
-            }
-        }
-    }
-    return min_cycle;
-}
-void AlgManager<DLI_IDENTIFY>::init() {}
-
-RC AlgManager<DLI_IDENTIFY>::validate(TxnManager* txn)
-{
-    //txn->dli_identify_man_.lock(m_); // release after build WC, WA or RA precedence
-    const auto concurrent_txns = [this, txn] {
-        std::lock_guard<std::mutex> l(m_);
-        txns_.emplace_back(txn->dli_identify_man_.node());
-        return refresh_and_lock_txns_();
-    }();
-    const auto txn_num = concurrent_txns.size();
-    const auto this_idx = txn_num - 1; // this txn node is just emplaced to the end of txns_
-
-    auto matrix = init_path_matrix_(concurrent_txns);
-    update_path_matrix_(matrix);
-
-    Path cycle = min_cycle_(matrix, this_idx);
-
-    if (!cycle.passable()) {
-        cycle = dirty_cycle_<true /*is_commit*/>(*txn->dli_identify_man_.node());
-    }
-
-    if (!cycle.passable()) {
-        return RCOK;
-    } else {
-        txn->dli_identify_man_.set_cycle(std::move(cycle));
-        return Abort;
-    }
-}
-
-void AlgManager<DLI_IDENTIFY>::finish(RC rc, TxnManager* txn)
-{
-    if (rc == RCOK) {
-        txn->dli_identify_man_.node()->commit();
-        return;
-    }
-    assert(rc == Abort);
-    if (!txn->dli_identify_man_.cycle()) {
-        // we can only identify the dirty write/read anomaly rather than avoiding it
-        Path cycle = dirty_cycle_<false /*is_commit*/>(*txn->dli_identify_man_.node());
-        txn->dli_identify_man_.set_cycle(std::move(cycle));
-    }
-    if (const std::unique_ptr<Path>& cycle = txn->dli_identify_man_.cycle()) {
-#if WORKLOAD == DA
-        if (!g_da_cycle.has_value()) {
-            //g_da_cycle = std::string(ToString(IdentifyAnomaly(cycle->preces()))) + " == " + cycle->to_string();
-            g_da_cycle.emplace(*cycle);
-        }
-#endif
-        txn->dli_identify_man_.node()->abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
-    } else {
-        txn->dli_identify_man_.node()->abort(false /*clear_to_txns*/);
-    }
-}
-
-std::vector<std::shared_ptr<TxnNode>> AlgManager<DLI_IDENTIFY>::refresh_and_lock_txns_() {
-    std::vector<std::shared_ptr<TxnNode>> txns;
-    for (auto it = txns_.begin(); it != txns_.end(); ) {
-        if (auto txn = it->lock()) {
-            txns.emplace_back(std::move(txn));
-            ++it;
-        } else {
-            it = txns_.erase(it);
-        }
-    }
-    return txns;
-}
-
-
diff --git a/contrib/deneva/concurrency_control/dli_identify.h b/contrib/deneva/concurrency_control/dli_identify.h
deleted file mode 100644
index b0edc0fc..00000000
--- a/contrib/deneva/concurrency_control/dli_identify.h
+++ /dev/null
@@ -1,158 +0,0 @@
-#ifndef _DLI_IDENTIFY_H_
-#define _DLI_IDENTIFY_H_
-
-#include "config.h"
-#include "../system/global.h"
-#include "concurrency_control/row_prece.h"
-#include <mutex>
-
-#define CYCLE_ORDER 1
-
-class PreceInfo;
-
-class Path {
- public:
-    Path() {}
-    Path(std::vector<PreceInfo>&& preces) : preces_(
-#if CYCLE_ORDER
-        std::move(preces))
-#else
-        (sort(preces, std::greater<PreceInfo>()), std::move(preces)))
-#endif
-    {}
-    Path(const PreceInfo& prece) : preces_{prece} {}
-    Path(PreceInfo&& prece) : preces_{std::move(prece)} {}
-    Path(const Path&) = default;
-    Path(Path&&) = default;
-    Path& operator=(const Path&) = default;
-    Path& operator=(Path&&) = default;
-
-    bool operator<(const Path& p) const {
-        // impassable has the greatest weight
-        if (!passable()) {
-            return false;
-        }
-        if (!p.passable()) {
-            return true;
-        }
-#if CYCLE_ORDER
-        return preces_.size() < p.preces_.size();
-#else
-        return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
-#endif
-    }
-
-    Path& operator+=(const Path& p) {
-        if (!passable() || !p.passable()) {
-            preces_.clear();
-            return *this;
-        }
-#if CYCLE_ORDER
-        const auto& current_back = preces_.back();
-        const auto& append_front = p.preces_.front();
-        assert(current_back.to_txn_id() == append_front.from_txn_id());
-
-        const auto cat_preces = [&](auto&& begin) {
-            for (auto it = begin; it != p.preces_.end(); ++it) {
-                preces_.emplace_back(*it);
-            }
-        };
-
-        const uint64_t new_from_ver_id = current_back.from_ver_id();
-        const uint64_t new_to_ver_id = append_front.to_ver_id();
-        const OperationType new_from_op_type = current_back.from_op_type();
-        const OperationType new_to_op_type = append_front.to_op_type();
-        bool merged = false;
-        if (current_back.row_id() == append_front.row_id()) {
-            if (new_from_ver_id >= new_to_ver_id) {
-                // it breaks the operation order on the same row
-                preces_.clear();
-                return *this;
-            }
-            // merge two precedence on the same row
-            if (current_back.from_txn_id() != append_front.to_txn_id() &&
-                    (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
-                preces_.pop_back();
-                const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
-                preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
-                    current_back.row_id(), new_from_ver_id, new_to_ver_id);
-                // the first precedence in p.prece has already merged
-                cat_preces(std::next(p.preces_.begin()));
-                merged = true;
-            }
-        }
-        if (!merged) {
-            cat_preces(p.preces_.begin());
-        }
-#else
-        std::vector<PreceInfo> preces;
-        std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
-#endif
-        return *this;
-    }
-
-    Path operator+(const Path& p) const {
-        return Path(*this) += p;
-    }
-
-    friend std::ostream& operator<<(std::ostream& os, const Path& path) {
-        if (path.preces_.empty()) {
-            os << "Empty path";
-        } else {
-            std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
-        }
-        return os;
-    }
-
-    std::string to_string() const {
-        std::stringstream ss;
-        ss << *this;
-        return ss.str();
-    }
-
-    bool passable() const { return !preces_.empty(); }
-
-    const std::vector<PreceInfo>& preces() const { return preces_; }
-
-    bool is_cycle() const {
-        return preces_.size() >= 2 && preces_.front().from_txn_id() == preces_.back().to_txn_id();
-    }
-
- private:
-    template <typename Container, typename Compare>
-    static void sort(Container&& container, Compare&& comp) {
-        if (!std::is_sorted(container.begin(), container.end(), comp)) {
-            std::sort(container.begin(), container.end(), comp);
-        }
-    }
-    std::vector<PreceInfo> preces_;
-};
-
-template <>
-class AlgManager<DLI_IDENTIFY>
-{
-  public:
-    void init();
-    RC validate(TxnManager* txn);
-    void finish(RC rc, TxnManager* txn);
-#if WORKLOAD == DA
-    void check_concurrency_txn_empty() {
-        refresh_and_lock_txns_();
-        // assert failed here means there is actually a cycle but we miss it
-        assert(txns_.empty());
-    }
-#endif
-
-  private:
-    std::vector<std::shared_ptr<TxnNode>> refresh_and_lock_txns_();
-    std::vector<std::vector<Path>> init_path_matrix_(
-        const std::vector<std::shared_ptr<TxnNode>>& concurrent_txns) const;
-    void update_path_matrix_(std::vector<std::vector<Path>>& matrix) const;
-    Path min_cycle_(std::vector<std::vector<Path>>& matrix, const uint64_t this_idx) const;
-    template <bool is_commit> Path dirty_cycle_(TxnNode& txn_node) const;
-
-    std::mutex m_;
-    std::list<std::weak_ptr<TxnNode>> txns_;
-};
-
-#endif
diff --git a/contrib/deneva/concurrency_control/row_prece.cpp b/contrib/deneva/concurrency_control/row_prece.cpp
deleted file mode 100644
index 254b4763..00000000
--- a/contrib/deneva/concurrency_control/row_prece.cpp
+++ /dev/null
@@ -1,179 +0,0 @@
-/*
-   Copyright 2016 Massachusetts Institute of Technology
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-*/
-
-#include "row_prece.h"
-
-#include "mem_alloc.h"
-#include "row.h"
-#include "txn.h"
-#include "dli_identify.h"
-
-void AlgTxnManager<DLI_IDENTIFY>::set_cycle(Path&& cycle) {
-    cycle_ = std::make_unique<Path>(std::move(cycle));
-}
-
-uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
-
-void RowManager<DLI_IDENTIFY>::init(row_t* const orig_row) {
-    orig_row_ = orig_row;
-    latest_version_ = std::make_shared<VersionInfo>(std::weak_ptr<TxnNode>(), orig_row, 0);
-}
-
-RC RowManager<DLI_IDENTIFY>::read(row_t& ver_row, TxnManager& txn) {
-    std::lock_guard<std::mutex> l(m_);
-    const uint64_t to_ver_id = latest_version_->ver_id();
-    build_prece_from_w_txn_<PreceType::WR>(*latest_version_, txn, to_ver_id);
-    latest_version_->add_r_txn(txn.dli_identify_man_.node());
-    ver_row.copy(latest_version_->ver_row());
-    return RCOK;
-}
-
-RC RowManager<DLI_IDENTIFY>::prewrite(row_t& ver_row, TxnManager& txn) {
-    std::lock_guard<std::mutex> l(m_);
-    const uint64_t to_ver_id = latest_version_->ver_id() + 1;
-    std::shared_ptr<VersionInfo> pre_version = std::exchange(latest_version_,
-            std::make_shared<VersionInfo>(txn.dli_identify_man_.node(), &ver_row, to_ver_id));
-    build_prece_from_w_txn_<PreceType::WW>(*pre_version, txn, to_ver_id);
-    build_preces_from_r_txns_<PreceType::RW>(*pre_version, txn, to_ver_id);
-    // If transaction writes multiple versions for the same row, only record the first pre_version
-    txn.dli_identify_man_.pre_versions_.emplace(orig_row_, std::move(pre_version));
-    return RCOK;
-}
-
-// We have already written versions when prewrite, do nothing here.
-void RowManager<DLI_IDENTIFY>::write(row_t& ver_row, TxnManager& txn) {}
-
-void RowManager<DLI_IDENTIFY>::revoke(row_t& ver_row, TxnManager& txn) {
-    std::lock_guard<std::mutex> l(m_);
-    const auto it = txn.dli_identify_man_.pre_versions_.find(orig_row_);
-    assert(it != txn.dli_identify_man_.pre_versions_.end());
-    latest_version_ = it->second; // revoke version
-}
-
-uint64_t RowManager<DLI_IDENTIFY>::row_id_() const { return orig_row_->get_row_id(); }
-
-template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_prece_from_w_txn_(VersionInfo& version, const TxnManager& to_txn,
-        const uint64_t to_ver_id) const {
-    if (const std::shared_ptr<TxnNode> from_txn = version.w_txn()) {
-        build_prece<TYPE>(*from_txn, to_txn, version.ver_id(), to_ver_id);
-    }
-}
-
-template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_preces_from_r_txns_(VersionInfo& version, const TxnManager& to_txn,
-        const uint64_t to_ver_id) const {
-    version.foreach_r_txn([&to_txn, to_ver_id, from_ver_id = version.ver_id(), this](TxnNode& from_txn) {
-        build_prece<TYPE>(from_txn, to_txn, from_ver_id, to_ver_id);
-    });
-}
-
-template <PreceType TYPE>
-void RowManager<DLI_IDENTIFY>::build_prece(TxnNode& from_txn, const TxnManager& to_txn,
-        const uint64_t from_ver_id, const uint64_t to_ver_id) const {
-    from_txn.AddToTxn<TYPE>(to_txn.get_txn_id(), to_txn.dli_identify_man_.node(), row_id_(), from_ver_id,
-            to_ver_id);
-}
-
-// require type1 precedence happens before type2 precedence
-static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
-    if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-        return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
-    } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
-        return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
-    } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-        return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
-    } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
-        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
-    } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
-        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
-    } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
-        return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
-    } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-        return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
-    } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-        return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
-    } else {
-        return AnomalyType::UNKNOWN_1;
-    }
-}
-
-static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
-    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
-        if (early_type == type1 && later_type == type2) {
-            return true;
-        } else if (early_type == type2 && later_type == type1) {
-            return false;
-        } else {
-            return {};
-        }
-    };
-    if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
-        return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
-    } else if (any_order(PreceType::WW, PreceType::WCR)) {
-        return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
-    } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
-        return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
-    } else if (any_order(PreceType::WW, PreceType::WW)) {
-        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
-    } else if (any_order(PreceType::WW, PreceType::WCW)) {
-        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
-    } else if (any_order(PreceType::WR, PreceType::WR)) {
-        return AnomalyType::RAT_2_WRITE_READ_SKEW;
-    } else if (any_order(PreceType::WR, PreceType::WCR)) {
-        return AnomalyType::RAT_2_WRITE_READ_SKEW;
-    } else if (any_order(PreceType::WR, PreceType::WCW)) {
-        return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
-    } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
-        return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
-    } else if (any_order(PreceType::RW, PreceType::WCR)) {
-        return AnomalyType::RAT_2_READ_SKEW;
-    } else if (any_order(PreceType::RW, PreceType::WCW)) {
-        return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
-    } else if (any_order(PreceType::RW, PreceType::RW)) {
-        return AnomalyType::IAT_2_WRITE_SKEW;
-    } else {
-        return AnomalyType::UNKNOWN_2;
-    }
-}
-
-static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
-        return AnomalyType::WAT_STEP;
-    }
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
-        return AnomalyType::RAT_STEP;
-    }
-    return AnomalyType::IAT_STEP;
-}
-
-AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces) {
-    assert(preces.size() >= 2);
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
-        // WA and WC precedence han only appear
-        return AnomalyType::WAT_1_DIRTY_WRITE;
-    } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
-        return AnomalyType::RAT_1_DIRTY_READ;
-    } else if (preces.size() >= 3) {
-        return IdentifyAnomalyMultiple_(preces);
-    // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
-    } else if (preces.back().row_id() != preces.front().row_id()) {
-        return IdentifyAnomalyDouble_(preces.front().type(), preces.back().type());
-    } else {
-        return IdentifyAnomalySingle_(preces.front().type(), preces.back().type());
-    }
-}
-
diff --git a/contrib/deneva/concurrency_control/row_unified.h b/contrib/deneva/concurrency_control/row_unified.h
new file mode 100644
index 00000000..97c852f3
--- /dev/null
+++ b/contrib/deneva/concurrency_control/row_unified.h
@@ -0,0 +1,75 @@
+#ifndef _ROW_UNIFIED_H_
+#define _ROW_UNIFIED_H_
+
+#include "../system/global.h"
+#include "../config.h"
+#include "unified_util.h"
+
+#if IS_GENERIC_ALG
+
+class row_t;
+
+template <int ALG>
+class Row_unified
+{
+  public:
+    void init(row_t* orig_row);
+    RC read(TxnManager& txn);
+    RC prewrite(TxnManager& txn);
+    void write(row_t* ver_row, TxnManager& txn);
+    void revoke(row_t* ver_row, TxnManager& txn);
+
+  private:
+    row_t* orig_row_;
+    std::unique_ptr<UniRowManager<ALG>> row_man_;
+};
+
+// prevent cycle include
+#include "../system/txn.h"
+#include "../storage/row.h"
+
+template <int ALG>
+void Row_unified<ALG>::init(row_t* orig_row) {
+    orig_row_ = orig_row;
+    row_t* orig_row_copy = mem_allocator.construct<row_t>();
+    orig_row_copy->init(orig_row->get_table(), orig_row->get_part_id());
+    orig_row_copy->copy(orig_row);
+    row_man_ = std::make_unique<UniRowManager<ALG>>(orig_row->get_row_id(), orig_row_copy);
+}
+
+template <int ALG>
+RC Row_unified<ALG>::read(TxnManager& txn) {
+    assert(row_man_ != nullptr);
+    txn.cur_row = mem_allocator.construct<row_t>();
+    txn.cur_row->init(orig_row_->get_table(), orig_row_->get_part_id());
+    const std::optional<row_t*> read_ver_row = row_man_->Read(*txn.uni_txn_man_);
+    if (read_ver_row.has_value()) {
+        txn.cur_row->copy(*read_ver_row);
+        return RCOK;
+    } else {
+        return Abort;
+    }
+}
+
+// TODO: Here is a memory leak. We alloc the row_t outside algorithm but not free it because only algorithm
+// knows when should row_t free.
+template <int ALG>
+RC Row_unified<ALG>::prewrite(TxnManager& txn) {
+    assert(row_man_ != nullptr);
+    txn.cur_row = mem_allocator.construct<row_t>();
+    txn.cur_row->init(orig_row_->get_table(), orig_row_->get_part_id());
+    return row_man_->Prewrite(txn.cur_row, *txn.uni_txn_man_) ? RCOK : Abort;
+}
+
+template <int ALG>
+void Row_unified<ALG>::write(row_t* ver_row, TxnManager& txn) {
+    row_man_->Write(ver_row, *txn.uni_txn_man_);
+}
+
+template <int ALG>
+void Row_unified<ALG>::revoke(row_t* ver_row, TxnManager& txn) {
+    row_man_->Revoke(ver_row, *txn.uni_txn_man_);
+}
+
+#endif
+#endif
diff --git a/contrib/deneva/concurrency_control/unified_util.h b/contrib/deneva/concurrency_control/unified_util.h
new file mode 100644
index 00000000..41ac9cbb
--- /dev/null
+++ b/contrib/deneva/concurrency_control/unified_util.h
@@ -0,0 +1,20 @@
+#ifndef _ROW_UNIFIED_UTIL_H_
+#define _ROW_UNIFIED_UTIL_H_
+
+#include "../unified_concurrency_control/row_prece.h"
+#include "../unified_concurrency_control/alg_dli_identify_cycle.h"
+#include "../unified_concurrency_control/alg_dli_identify_merge.h"
+#include "../unified_concurrency_control/txn_dli_identify.h"
+
+class row_t;
+
+template <int ALG> constexpr const ttts::UniAlgs uni_alg;
+
+template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
+template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_2> = ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE;
+
+template <int ALG> using UniRowManager = ttts::RowManager<uni_alg<ALG>, row_t*>;
+template <int ALG> using UniTxnManager = ttts::TxnManager<uni_alg<ALG>, row_t*>;
+template <int ALG> using UniAlgManager = ttts::AlgManager<uni_alg<ALG>, row_t*>;
+
+#endif
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index 0ff2831a..6f434357 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -400,8 +400,9 @@ enum PPSTxnType {
 #define SILO 27
 #define CNULL 28
 #define DLI_IDENTIFY 29
+#define DLI_IDENTIFY_2 30
 
-#define IS_GENERIC_ALG (CC_ALG == DLI_IDENTIFY)
+#define IS_GENERIC_ALG (CC_ALG == DLI_IDENTIFY || CC_ALG == DLI_IDENTIFY_2)
 
 // TIMESTAMP allocation method.
 #define TS_MUTEX          1
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index e10109b6..a9502fef 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -44,7 +44,7 @@
 #include "row_si.h"
 #include "row_dta.h"
 #include "row_dli_based.h"
-#include "row_prece.h"
+#include "row_unified.h"
 #include "dli.h"
 #include "mem_alloc.h"
 #include "manager.h"
@@ -101,8 +101,8 @@ void row_t::init_manager(row_t * row) {
 #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     manager = (Row_si *)mem_allocator.align_alloc(sizeof(Row_si));
 #elif IS_GENERIC_ALG
-    void* const p = mem_allocator.align_alloc(sizeof(RowManager<CC_ALG>));
-    manager = new(p) RowManager<CC_ALG>();
+    void* const p = mem_allocator.align_alloc(sizeof(Row_unified<CC_ALG>));
+    manager = new(p) Row_unified<CC_ALG>();
 #endif
 
 #if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC && IS_GENERIC_ALG
@@ -311,12 +311,10 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     }
     goto end;
 #elif IS_GENERIC_ALG
-    txn->cur_row = (row_t *) mem_allocator.alloc(sizeof(row_t));
-    txn->cur_row->init(get_table(), this->get_part_id());
     if (type == WR) {
-        rc = this->manager->prewrite(*txn->cur_row, *txn);
+        rc = this->manager->prewrite(*txn);
     } else if (type == RD || type == SCAN) {
-        rc = this->manager->read(*txn->cur_row, *txn);
+        rc = this->manager->read(*txn);
     } else {
         assert(false);
     }
@@ -582,11 +580,11 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
         mem_allocator.free(row, sizeof(row_t));
     } else if (type == XP) {
         // ver_row should be released in row manager
-        manager->revoke(*row, *txn);
+        manager->revoke(row, *txn);
     } else if (type == WR) {
         assert(row != NULL);
         assert(row->get_schema() == this->get_schema());
-        manager->write(*row, *txn);
+        manager->write(row, *txn);
     }
     return 0;
 #else
diff --git a/contrib/deneva/storage/row.h b/contrib/deneva/storage/row.h
index 8d15c63d..119e241a 100644
--- a/contrib/deneva/storage/row.h
+++ b/contrib/deneva/storage/row.h
@@ -61,8 +61,7 @@ class Row_si;
 class Row_null;
 class Row_silo;
 class Row_dli_base;
-class Row_prece;
-template <int ALG> class RowManager;
+template <int ALG> class Row_unified;
 
 class row_t {
 public:
@@ -145,8 +144,8 @@ class row_t {
     Row_dli_base *manager;
     #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
     Row_si *manager;
-    #else
-    RowManager<CC_ALG> *manager;
+    #elif IS_GENERIC_ALG
+    Row_unified<CC_ALG> *manager;
     #endif
     char * data;
     int tuple_size;
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index a581099e..7b9a9747 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -28,7 +28,6 @@
 #include "wsi.h"
 #include "dta.h"
 #include "dli.h"
-#include "dli_identify.h"
 #include "transport.h"
 #include "work_queue.h"
 #include "abort_queue.h"
@@ -74,7 +73,9 @@ wsi wsi_man;
 Sundial sundial_man;
 Dta dta_man;
 Dli dli_man;
-template <> AlgManager<DLI_IDENTIFY> alg_man<DLI_IDENTIFY>;
+#if IS_GENERIC_ALG
+UniAlgManager<CC_ALG> uni_alg_man;
+#endif
 Transport tport_man;
 TxnManPool txn_man_pool;
 TxnPool txn_pool;
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index e0337cf3..51184a2b 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -51,6 +51,7 @@
 #include <boost/lockfree/queue.hpp>
 #include "da_block_queue.h"
 //#include "maat.h"
+#include "../concurrency_control/unified_util.h"
 
 using namespace std;
 
@@ -68,7 +69,6 @@ class Maat;
 class Sundial;
 class Dta;
 class Dli;
-template <int ALG> class AlgManager;
 class Transport;
 class Remote_query;
 class TxnManPool;
@@ -125,7 +125,9 @@ extern Maat maat_man;
 extern Sundial sundial_man;
 extern Dta dta_man;
 extern Dli dli_man;
-template <int ALG> extern AlgManager<ALG> alg_man;
+#if IS_GENERIC_ALG
+extern UniAlgManager<CC_ALG> uni_alg_man;
+#endif
 extern Transport tport_man;
 extern TxnManPool txn_man_pool;
 extern TxnPool txn_pool;
diff --git a/contrib/deneva/system/mem_alloc.h b/contrib/deneva/system/mem_alloc.h
index 6dfa13cf..b7d8b92b 100644
--- a/contrib/deneva/system/mem_alloc.h
+++ b/contrib/deneva/system/mem_alloc.h
@@ -18,6 +18,7 @@
 #define _MEM_ALLOC_H_
 
 #include "global.h"
+#include <memory>
 
 class mem_alloc {
 public:
@@ -26,6 +27,14 @@ class mem_alloc {
     void * realloc(void * ptr, uint64_t size);
     void free(void * block, uint64_t size);
     void free(void * block);
+    template <typename T, typename ...Args> T* construct(Args&&... args) {
+        void* ptr = alloc(sizeof(T));
+        return new(ptr) T(std::forward<Args>(args)...);
+    }
+    template <typename T, typename ...Args> std::shared_ptr<T> make_shared(Args&&... args) {
+        return std::shared_ptr<T>(construct<T>(std::forward<Args>(args)...),
+                [this](T* const ptr) { free(ptr, sizeof(T)); });
+    }
 };
 
 #endif
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 5d0f61f0..9e1b7618 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -36,7 +36,6 @@
 #include "row_occ.h"
 #include "dli.h"
 #include "dta.h"
-#include "dli_identify.h"
 #include "table.h"
 #include "catalog.h"
 #include "index_btree.h"
@@ -58,6 +57,11 @@
 #include "ssi.h"
 #include "wsi.h"
 #include "manager.h"
+#include "../unified_concurrency_control/txn_dli_identify.h"
+
+#if WORKLOAD == DA
+extern std::optional<ttts::Path> g_da_cycle;
+#endif
 
 void TxnStats::init() {
     starttime=0;
@@ -374,10 +378,6 @@ void TxnManager::init(uint64_t thd_id, Workload * h_wl) {
     history_dli_txn_head = dli_man.validated_txns_.load();
 #endif
 
-#if CC_ALG == DLI_IDENTIFY
-    dli_identify_man_.init();
-#endif
-
     registed_ = false;
     txn_ready = true;
     twopl_wait_start = 0;
@@ -445,8 +445,8 @@ void TxnManager::release() {
     num_locks = 0;
     memset(write_set, 0, 100);
     // mem_allocator.free(write_set, sizeof(int) * 100);
-#elif CC_ALG == DLI_IDENTIFY
-    dli_identify_man_.release();
+#elif IS_GENERIC_ALG
+    uni_txn_man_ = nullptr;
 #endif
     txn_ready = true;
 }
@@ -743,8 +743,8 @@ void TxnManager::register_thread(Thread * h_thd) {
 
 void TxnManager::set_txn_id(txnid_t txn_id) {
     txn->txn_id = txn_id;
-#if CC_ALG == DLI_IDENTIFY
-    dli_identify_man_.node()->set_txn_id(txn_id);
+#if IS_GENERIC_ALG
+    uni_txn_man_ = std::make_unique<UniTxnManager<CC_ALG>>(txn_id);
 #endif
 }
 
@@ -896,8 +896,21 @@ void TxnManager::cleanup(RC rc) {
     dli_man.finish_trans(rc, this);
 #endif
 #if IS_GENERIC_ALG && MODE == NORMAL_MODE
-    alg_man<CC_ALG>.finish(rc, this);
+    if (rc == RCOK) {
+        uni_alg_man.Commit(*uni_txn_man_);
+    } else {
+        assert(rc == Abort);
+        uni_alg_man.Abort(*uni_txn_man_);
+    }
 #endif
+
+
+#if WORKLOAD == DA && (CC_ALG == DLI_IDENTIFY || CC_ALG == DLI_IDENTIFY_2)
+    if (uni_txn_man_->cycle_ != nullptr && !g_da_cycle.has_value()) {
+        g_da_cycle.emplace(*uni_txn_man_->cycle_);
+    }
+#endif
+
     ts_t starttime = get_sys_clock();
     uint64_t row_cnt = txn->accesses.get_count();
     assert(txn->accesses.get_count() == txn->row_cnt);
@@ -1159,9 +1172,12 @@ RC TxnManager::validate() {
         if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
             rc = dta_man.find_bound(this);
         }
-    } else if (IS_GENERIC_ALG) {
-        rc = alg_man<CC_ALG>.validate(this);
     }
+#if IS_GENERIC_ALG
+    else if (IS_GENERIC_ALG) {
+        rc = uni_alg_man.Validate(*this->uni_txn_man_) ? RCOK : Abort;
+    }
+#endif
 #if CC_ALG == SILO
     else if (CC_ALG == SILO) {
         rc = validate_silo();
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index fdbc06ef..3277355f 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -31,7 +31,7 @@
 #include "semaphore.h"
 #include "array.h"
 #include "transport/message.h"
-#include "concurrency_control/dli_identify.h"
+#include "../concurrency_control/unified_util.h"
 //#include "wl.h"
 
 class Workload;
@@ -139,48 +139,9 @@ class TxnStats {
     double lat_other_time_start;
 };
 
-template <int ALG> class AlgTxnManager;
-
 struct TxnNode;
 struct Path;
 class VersionInfo;
-template <> class AlgTxnManager<DLI_IDENTIFY>
-{
-  public:
-    AlgTxnManager() {}
-
-    void init()
-    {
-        l_.release();
-        node_ = std::make_shared<TxnNode>();
-        cycle_ = nullptr;
-        pre_versions_.clear();
-    }
-
-    void release()
-    {
-        if (l_.owns_lock()) {
-            l_.unlock();
-        }
-        node_ = nullptr;
-        cycle_ = nullptr;
-        pre_versions_.clear();
-    }
-
-    void lock(std::mutex& m) { l_ = std::unique_lock(m); }
-
-    void set_txn_id(const uint64_t txn_id) { node_->set_txn_id(txn_id); }
-
-    const std::shared_ptr<TxnNode>& node() const { return node_; }
-
-    void set_cycle(Path&& cycle);
-    const std::unique_ptr<Path>& cycle() const { return cycle_; }
-
-    std::unique_lock<std::mutex> l_;
-    std::shared_ptr<TxnNode> node_; // release condition (1) for TxnNode
-    std::unique_ptr<Path> cycle_;
-    std::unordered_map<row_t*, std::shared_ptr<VersionInfo>> pre_versions_; // record for revoke
-};
 
 /*
      Execution of transactions
@@ -344,7 +305,9 @@ class TxnManager {
     DliValidatedTxn* history_dli_txn_head = nullptr;
 #endif
 
-    AlgTxnManager<DLI_IDENTIFY> dli_identify_man_;
+#if IS_GENERIC_ALG
+    std::unique_ptr<ttts::TxnManager<uni_alg<CC_ALG>, row_t*>> uni_txn_man_;
+#endif
 
 protected:
 
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index c89b89da..843dee8a 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -51,7 +51,7 @@
 #include "da.h"
 
 #if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
-static std::array<std::atomic<uint64_t>, Count<AnomalyType>()> g_anomaly_counts = {0};
+static std::array<std::atomic<uint64_t>, ttts::Count<ttts::AnomalyType>()> g_anomaly_counts = {0};
 static uint64_t g_no_anomaly_count = 0;
 #endif
 
@@ -339,8 +339,8 @@ static void print_anomaly_type_rates() {
     print_percent(anomaly_count, anomaly_count + g_no_anomaly_count);
     std::cout << std::endl;
 
-    std::vector<std::pair<AnomalyType, uint32_t>> sorted_g_anomaly_counts;
-    for (const auto anomaly : Members<AnomalyType>()) {
+    std::vector<std::pair<ttts::AnomalyType, uint32_t>> sorted_g_anomaly_counts;
+    for (const auto anomaly : ttts::Members<ttts::AnomalyType>()) {
       sorted_g_anomaly_counts.emplace_back(anomaly, g_anomaly_counts.at(static_cast<uint32_t>(anomaly)));
     }
     std::sort(sorted_g_anomaly_counts.begin(), sorted_g_anomaly_counts.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
@@ -899,7 +899,7 @@ RC WorkerThread::process_rtxn(Message * msg) {
         }
 #if CC_ALG == DLI_IDENTIFY
         if (g_da_cycle.has_value()) {
-            const auto anomaly_type = IdentifyAnomaly(g_da_cycle->preces());
+            const auto anomaly_type = UniAlgManager<CC_ALG>::IdentifyAnomaly(g_da_cycle->Preces());
             output_file << DA_history_mem << " |  " << anomaly_type << "  |  " << *g_da_cycle << std::endl;
             ++(g_anomaly_counts.at(static_cast<uint32_t>(anomaly_type)));
             g_da_cycle.reset();
@@ -907,7 +907,7 @@ RC WorkerThread::process_rtxn(Message * msg) {
             output_file << DA_history_mem << std::endl;
             ++g_no_anomaly_count;
         }
-        alg_man<DLI_IDENTIFY>.check_concurrency_txn_empty();
+        uni_alg_man.CheckConcurrencyTxnEmpty();
 #else
         output_file << DA_history_mem << std::endl;
 #endif
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
new file mode 100644
index 00000000..53495aad
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -0,0 +1,250 @@
+#pragma once
+
+#include "dli_identify_util.h"
+#include "row_prece.h"
+#include <mutex>
+#include <type_traits>
+#include <list>
+#include <algorithm>
+
+namespace ttts {
+
+template <UniAlgs ALG, typename Data>
+class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CYCLE>>
+{
+  public:
+    using Txn = TxnManager<ALG, Data>;
+
+    bool Validate(Txn& txn)
+    {
+        txn.node_->state() = TxnNode::State::PREPARING;
+
+        //txn-.lock(m_); // release after build WC, WA or RA precedence
+        const auto cc_txns = [this, &txn] {
+            std::scoped_lock l(m_);
+            cc_txns_.emplace_back(txn.node_);
+            return RefreshAndLockTxns_();
+        }();
+        const auto txn_num = cc_txns.size();
+        const auto this_idx = txn_num - 1; // this txn node is just emplaced to the end of cc_txns_
+
+        auto matrix = InitPathMatrix_(cc_txns);
+        UpdatePathMatrix_(matrix);
+
+        Path cycle = MinCycle_(matrix, this_idx);
+
+        if (!cycle.Passable()) {
+            cycle = DirtyCycle<true /*is_commit*/>(*txn.node_);
+        }
+
+        if (!cycle.Passable()) {
+            return true;
+        } else {
+            txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+            return false;
+        }
+    }
+
+    void Commit(Txn& txn)
+    {
+        txn.node_->Commit();
+    }
+
+    void Abort(Txn& txn)
+    {
+        if (!txn.cycle_) {
+            // we can only identify the dirty write/read anomaly rather than avoiding it
+            Path cycle = DirtyCycle<false /*is_commit*/>(*txn.node_);
+            txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+        }
+        if (const std::unique_ptr<Path>& cycle = txn.cycle_) {
+            txn.node_->Abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+        } else {
+            txn.node_->Abort(false /*clear_to_txns*/);
+        }
+    }
+
+    void CheckConcurrencyTxnEmpty()
+    {
+        RefreshAndLockTxns_();
+        // assert failed here means there is actually a cycle but we miss it
+        assert(cc_txns_.empty());
+    }
+
+    static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
+    {
+        assert(preces.size() >= 2);
+        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
+            // WA and WC precedence han only appear
+            return AnomalyType::WAT_1_DIRTY_WRITE;
+        } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+            return AnomalyType::RAT_1_DIRTY_READ;
+        } else if (preces.size() >= 3) {
+            return IdentifyAnomalyMultiple_(preces);
+        // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
+        } else if (preces.back().row_id() != preces.front().row_id()) {
+            return IdentifyAnomalyDouble_(preces.front().type(), preces.back().type());
+        } else {
+            return IdentifyAnomalySingle_(preces.front().type(), preces.back().type());
+        }
+    }
+
+  private:
+    std::vector<std::shared_ptr<TxnNode>> RefreshAndLockTxns_()
+    {
+        std::vector<std::shared_ptr<TxnNode>> txns;
+        for (auto it = cc_txns_.begin(); it != cc_txns_.end(); ) {
+            if (auto txn = it->lock()) {
+                txns.emplace_back(std::move(txn));
+                ++it;
+            } else {
+                it = cc_txns_.erase(it);
+            }
+        }
+        return txns;
+    }
+
+    std::vector<std::vector<Path>> InitPathMatrix_(
+        const std::vector<std::shared_ptr<TxnNode>>& cc_txns) const
+    {
+        const uint64_t txn_num = cc_txns.size();
+        std::vector<std::vector<Path>> matrix(txn_num);
+        for (uint64_t from_idx = 0; from_idx < txn_num; ++from_idx) {
+            matrix[from_idx].resize(txn_num);
+            TxnNode& from_txn_node = *cc_txns[from_idx];
+            std::lock_guard<std::mutex> l(from_txn_node.mutex());
+            const auto& to_preces = from_txn_node.UnsafeGetToPreces();
+            for (uint64_t to_idx = 0; to_idx < txn_num; ++to_idx) {
+                const uint64_t to_txn_id = cc_txns[to_idx]->txn_id();
+                if (const auto it = to_preces.find(to_txn_id); it != to_preces.end()) {
+                    matrix[from_idx][to_idx] = *it->second;
+                }
+            }
+        }
+        return matrix;
+    }
+
+    static void UpdatePath_(Path& path, Path&& new_path) {
+        if (new_path < path) {
+            path = std::move(new_path); // do not use std::min because there is a copy cost when assign self
+        }
+    };
+
+    void UpdatePathMatrix_(std::vector<std::vector<Path>>& matrix) const
+    {
+        const uint64_t txn_num = matrix.size();
+        for (uint64_t mid = 0; mid < txn_num; ++mid) {
+            for (uint64_t start = 0; start < txn_num; ++start) {
+                if (start == mid) {
+                    continue;
+                }
+                for (uint64_t end = 0; end < txn_num; ++end) {
+                    if (end != mid && start != end) {
+                        UpdatePath_(matrix[start][end], matrix[start][mid] + matrix[mid][end]);
+                    }
+                }
+            }
+        }
+    }
+
+    Path MinCycle_(std::vector<std::vector<Path>>& matrix, const uint64_t this_idx) const
+    {
+        const uint64_t txn_num = matrix.size();
+        Path min_cycle;
+        for (uint64_t start = 0; start < txn_num; ++start) {
+            if (start == this_idx) {
+                continue;
+            }
+            // We should try different order because the path may be imPassable when order is wrong.
+            UpdatePath_(min_cycle, matrix[start][this_idx] + matrix[this_idx][start]);
+            UpdatePath_(min_cycle, matrix[this_idx][start] + matrix[start][this_idx]);
+            assert(!min_cycle.Passable() || min_cycle.IsCycle());
+            for (uint64_t end = 0; end < txn_num; ++end) {
+                if (end != this_idx && start != end) {
+                    // Here try once is ok because start and end will exchange later.
+                    UpdatePath_(min_cycle, matrix[start][end] + matrix[end][this_idx] + matrix[this_idx][start]);
+                    assert(!min_cycle.Passable() || min_cycle.IsCycle());
+                }
+            }
+        }
+        return min_cycle;
+    }
+
+    // require type1 precedence happens before type2 precedence
+    static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
+        if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+            return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
+        } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
+            return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
+        } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+            return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
+        } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
+            return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+        } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
+            return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+        } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
+            return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
+        } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+            return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
+        } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
+            return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
+        } else {
+            return AnomalyType::UNKNOWN_1;
+        }
+    }
+
+    static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
+        const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
+            if (early_type == type1 && later_type == type2) {
+                return true;
+            } else if (early_type == type2 && later_type == type1) {
+                return false;
+            } else {
+                return {};
+            }
+        };
+        if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
+            return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+        } else if (any_order(PreceType::WW, PreceType::WCR)) {
+            return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+        } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
+            return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
+        } else if (any_order(PreceType::WW, PreceType::WW)) {
+            return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+        } else if (any_order(PreceType::WW, PreceType::WCW)) {
+            return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+        } else if (any_order(PreceType::WR, PreceType::WR)) {
+            return AnomalyType::RAT_2_WRITE_READ_SKEW;
+        } else if (any_order(PreceType::WR, PreceType::WCR)) {
+            return AnomalyType::RAT_2_WRITE_READ_SKEW;
+        } else if (any_order(PreceType::WR, PreceType::WCW)) {
+            return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
+        } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
+            return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
+        } else if (any_order(PreceType::RW, PreceType::WCR)) {
+            return AnomalyType::RAT_2_READ_SKEW;
+        } else if (any_order(PreceType::RW, PreceType::WCW)) {
+            return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
+        } else if (any_order(PreceType::RW, PreceType::RW)) {
+            return AnomalyType::IAT_2_WRITE_SKEW;
+        } else {
+            return AnomalyType::UNKNOWN_2;
+        }
+    }
+
+    static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
+        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
+            return AnomalyType::WAT_STEP;
+        }
+        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
+            return AnomalyType::RAT_STEP;
+        }
+        return AnomalyType::IAT_STEP;
+    }
+
+    std::mutex m_;
+    std::list<std::weak_ptr<TxnNode>> cc_txns_;
+};
+
+}
+
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
new file mode 100644
index 00000000..d3b8832a
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -0,0 +1,102 @@
+#pragma once
+
+#include "dli_identify_util.h"
+#include "row_prece.h"
+#include <mutex>
+#include <type_traits>
+
+namespace ttts {
+
+template <UniAlgs ALG, typename Data>
+class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
+{
+  public:
+    using Txn = TxnManager<ALG, Data>;
+
+    bool Validate(Txn& txn)
+    {
+        txn.node_->state() = TxnNode::State::PREPARING;
+
+        std::scoped_lock l(m_);
+
+        Path cycle_part = DirtyCycle<true /*is_commit*/>(*txn.node_);
+
+        if (!cycle_part.Passable()) {
+            cycle_part = CyclePart_(txn);
+        }
+
+        if (!cycle_part.Passable()) {
+            return true;
+        } else {
+            txn.cycle_ = std::make_unique<Path>(std::move(cycle_part));
+            return false;
+        }
+    }
+
+    void Commit(Txn& txn)
+    {
+        txn.node_->Commit();
+    }
+
+    void Abort(Txn& txn)
+    {
+        if (!txn.cycle_) {
+            // we can only identify the dirty write/read anomaly rather than avoiding it
+            Path cycle = DirtyCycle<false /*is_commit*/>(*txn.node_);
+            txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+        }
+        if (const std::unique_ptr<Path>& cycle = txn.cycle_) {
+            txn.node_->Abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+        } else {
+            txn.node_->Abort(false /*clear_to_txns*/);
+        }
+    }
+
+    void CheckConcurrencyTxnEmpty() {
+        for (const auto& [txn_id, prece] : cc_txns_) {
+            // assert failed here means there is actually a cycle but we miss it
+            assert(prece.expired());
+            cc_txns_.erase(txn_id);
+        }
+    }
+
+  private:
+    Path CyclePart_(Txn& txn)
+    {
+        // Validate failed if has a from_txn and a to_txn which are both finished but not released.
+        std::scoped_lock l(txn.node_->mutex());
+        std::shared_ptr<PreceInfo> from_prece;
+        for (const auto& [from_txn_id, weak_from_prece] : txn.node_->UnsafeGetFromPreces()) {
+            const auto it = cc_txns_.find(from_txn_id);
+            if (it != cc_txns_.end()) {
+                if (it->second.expired()) {
+                    cc_txns_.erase(it);
+                } else {
+                    from_prece = weak_from_prece.lock();
+                    assert(from_prece != nullptr);
+                    break;
+                }
+            }
+        }
+
+        std::shared_ptr<PreceInfo> to_prece;
+        for (const auto& [to_txn_id, to_prece_tmp] : txn.node_->UnsafeGetToPreces()) {
+            const auto it = cc_txns_.find(to_txn_id);
+            if (it != cc_txns_.end()) {
+                to_prece = to_prece_tmp;
+                break;
+            }
+        }
+
+        if (from_prece && to_prece) {
+            return Path(std::vector<PreceInfo>{*from_prece, *to_prece});
+        }
+        return {};
+    }
+
+    std::mutex m_;
+    std::unordered_map<uint64_t, std::weak_ptr<TxnNode>> cc_txns_;
+};
+
+}
+
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp b/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
new file mode 100644
index 00000000..dbc77494
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
@@ -0,0 +1,142 @@
+#include "dli_identify_util.h"
+#include <sstream>
+#include <iterator>
+
+#define CYCLE_ORDER 1
+
+namespace ttts {
+
+static Path DirtyPath_(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
+    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
+            rw_prece.to_ver_id(), UINT64_MAX);
+    return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
+}
+
+template <>
+Path DirtyCycle<true>(TxnNode& txn_to_finish) {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::WC);
+    } else {
+        assert(prece->type() == PreceType::WR);
+        return {};
+    }
+}
+
+template <>
+Path DirtyCycle<false>(TxnNode& txn_to_finish) {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::WA);
+    } else if (prece->type() == PreceType::WR) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::RA);
+    } else {
+        assert(false);
+        return {};
+    }
+}
+
+Path::Path() {}
+
+Path::Path(std::vector<PreceInfo>&& preces) : preces_(
+#if CYCLE_ORDER
+    std::move(preces))
+#else
+    (sort(preces, std::greater<PreceInfo>()), std::move(preces)))
+#endif
+{}
+
+Path::Path(const PreceInfo& prece) : preces_{prece} {}
+
+Path::Path(PreceInfo&& prece) : preces_{std::move(prece)} {}
+
+bool Path::operator<(const Path& p) const {
+    // imPassable has the greatest weight
+    if (!Passable()) {
+        return false;
+    }
+    if (!p.Passable()) {
+        return true;
+    }
+#if CYCLE_ORDER
+    return preces_.size() < p.preces_.size();
+#else
+    return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
+#endif
+}
+
+Path& Path::operator+=(const Path& p) {
+    if (!Passable() || !p.Passable()) {
+        preces_.clear();
+        return *this;
+    }
+#if CYCLE_ORDER
+    const auto& current_back = preces_.back();
+    const auto& append_front = p.preces_.front();
+    assert(current_back.to_txn_id() == append_front.from_txn_id());
+
+    const auto cat_preces = [&](auto&& begin) {
+        for (auto it = begin; it != p.preces_.end(); ++it) {
+            preces_.emplace_back(*it);
+        }
+    };
+
+    const uint64_t new_from_ver_id = current_back.from_ver_id();
+    const uint64_t new_to_ver_id = append_front.to_ver_id();
+    const OperationType new_from_op_type = current_back.from_op_type();
+    const OperationType new_to_op_type = append_front.to_op_type();
+    bool merged = false;
+    if (current_back.row_id() == append_front.row_id()) {
+        if (new_from_ver_id >= new_to_ver_id) {
+            // it breaks the operation order on the same row
+            preces_.clear();
+            return *this;
+        }
+        // merge two precedence on the same row
+        if (current_back.from_txn_id() != append_front.to_txn_id() &&
+                (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
+            preces_.pop_back();
+            const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
+            preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
+                current_back.row_id(), new_from_ver_id, new_to_ver_id);
+            // the first precedence in p.prece has already merged
+            cat_preces(std::next(p.preces_.begin()));
+            merged = true;
+        }
+    }
+    if (!merged) {
+        cat_preces(p.preces_.begin());
+    }
+#else
+    std::vector<PreceInfo> preces;
+    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
+#endif
+    return *this;
+}
+
+Path Path::operator+(const Path& p) const {
+    return Path(*this) += p;
+}
+
+std::string Path::ToString() const {
+    std::stringstream ss;
+    ss << *this;
+    return ss.str();
+}
+
+std::ostream& operator<<(std::ostream& os, const Path& path) {
+    if (path.preces_.empty()) {
+        os << "Empty path";
+    } else {
+        std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
+    }
+    return os;
+}
+
+}
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
new file mode 100644
index 00000000..d6a0166f
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -0,0 +1,43 @@
+#pragma once
+#include <vector>
+#include <iostream>
+#include <string>
+#include "row_prece.h"
+
+namespace ttts {
+
+class Path {
+ public:
+    Path();
+    Path(std::vector<PreceInfo>&& preces);
+    Path(const PreceInfo& prece);
+    Path(PreceInfo&& prece);
+    Path(const Path&) = default;
+    Path(Path&&) = default;
+    Path& operator=(const Path&) = default;
+    Path& operator=(Path&&) = default;
+
+    bool operator<(const Path& p) const;
+
+    Path& operator+=(const Path& p);
+
+    Path operator+(const Path& p) const;
+
+    friend std::ostream& operator<<(std::ostream& os, const Path& path);
+
+    std::string ToString() const;
+
+    bool Passable() const { return !preces_.empty(); }
+
+    const std::vector<PreceInfo>& Preces() const { return preces_; }
+
+    bool IsCycle() const {
+        return preces_.size() >= 2 && preces_.front().from_txn_id() == preces_.back().to_txn_id();
+    }
+
+    std::vector<PreceInfo> preces_;
+};
+
+template <bool is_commit> Path DirtyCycle(TxnNode& txn_node);
+
+}
diff --git a/contrib/deneva/unified_concurrency_control/foo.cc b/contrib/deneva/unified_concurrency_control/foo.cc
new file mode 100644
index 00000000..b1cf18d5
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/foo.cc
@@ -0,0 +1,22 @@
+#include "alg_dli_identify_cycle.h"
+#include "alg_dli_identify_merge.h"
+#include "txn_dli_identify.h"
+
+int main() {
+
+    ttts::AlgManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> alg;
+    ttts::RowManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> row(1, 1);
+    ttts::TxnManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> txn(1);
+
+    row.Read(txn);
+    row.Prewrite(1, txn);
+    row.Write(1, txn);
+    row.Revoke(1, txn);
+
+
+    alg.Validate(txn);
+    alg.Commit(txn);
+    alg.Abort(txn);
+    alg.CheckConcurrencyTxnEmpty();
+
+}
diff --git a/contrib/deneva/concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
similarity index 63%
rename from contrib/deneva/concurrency_control/row_prece.h
rename to contrib/deneva/unified_concurrency_control/row_prece.h
index c9ee266c..c52ebff1 100644
--- a/contrib/deneva/concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -76,21 +76,28 @@ ENUM_END(AnomalyType)
 #endif
 #endif
 #endif
+
 #ifndef ROW_PRECE_H
 #define ROW_PRECE_H
 
 #include <mutex>
 #include <unordered_map>
-#include "../storage/row.h"
+#include <atomic>
+#include <cassert>
+#include <memory>
+#include <iostream>
+#include <vector>
+#include "util.h"
 
-class TxnManager;
+namespace ttts {
 
-#define ENUM_FILE "concurrency_control/row_prece.h"
-#include "system/extend_enum.h"
+#define ENUM_FILE "../unified_concurrency_control/row_prece.h"
+#include "../system/extend_enum.h"
 
 class TxnNode;
 
-inline std::pair<OperationType, OperationType> DividePreceType(const PreceType prece) {
+inline std::pair<OperationType, OperationType> DividePreceType(const PreceType prece)
+{
     if (prece == PreceType::WR) {
         return {OperationType::W, OperationType::R};
     } else if (prece == PreceType::WCR) {
@@ -107,7 +114,8 @@ inline std::pair<OperationType, OperationType> DividePreceType(const PreceType p
     }
 }
 
-inline PreceType MergeOperationType(const OperationType o1, const OperationType o2) {
+inline PreceType MergeOperationType(const OperationType o1, const OperationType o2)
+{
     if (o1 == OperationType::W && o2 == OperationType::R) {
         return PreceType::WR;
     } else if (o1 == OperationType::C && o2 == OperationType::R) {
@@ -138,7 +146,7 @@ class PreceInfo {
     }
 
     uint64_t from_txn_id() const { return from_txn_id_; }
-    uint64_t to_txn_id() const;
+    inline uint64_t to_txn_id() const;
     uint64_t from_ver_id() const { return from_ver_id_; }
     uint64_t to_ver_id() const { return to_ver_id_; }
     OperationType from_op_type() const { return DividePreceType(type_).first; }
@@ -156,8 +164,6 @@ class PreceInfo {
     const uint64_t to_ver_id_;
 };
 
-AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces);
-
 // A TxnNode can be released only when no more transactions build precedence before it. In this case, the
 // transaction cannot be a part of cycle anymore.
 //
@@ -173,69 +179,80 @@ AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces);
 class TxnNode : public std::enable_shared_from_this<TxnNode>
 {
   public:
-    TxnNode() : txn_id_() {}
+    enum class State { ACTIVE, PREPARING, COMMITTED, ABORTED };
 
-    // we use ver_id but not the count of operation to support snapshot read
+    TxnNode(const uint64_t txn_id) : txn_id_(txn_id), state_(State::ACTIVE) {}
+
+    // We use ver_id but not the count of operation to support snapshot read.
+    // [Note] Should ensure to_txn_node thread safe.
     template <PreceType TYPE>
     void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node, const uint64_t row_id,
-            const uint64_t from_ver_id, const uint64_t to_ver_id) {
+            const uint64_t from_ver_id, const uint64_t to_ver_id)
+    {
         if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
             std::lock_guard<std::mutex> l(m_);
-            PreceInfo prece = PreceInfo(txn_id_, std::move(to_txn_node), *type, row_id, from_ver_id, to_ver_id);
+            std::shared_ptr<PreceInfo> prece = std::make_shared<PreceInfo>(txn_id_, to_txn_node, *type,
+                    row_id, from_ver_id, to_ver_id);
             // For read/write precedence, only record the first precedence between the two transactions
-            to_txns_.try_emplace(to_txn_id, prece);
+            to_preces_.try_emplace(to_txn_id, prece);
+            to_txn_node->from_preces_.try_emplace(txn_id_, prece);
             // For dirty precedence, W1W2 has higher priority than W1R2 because W1R2C1 is not dirty read
             if ((type == PreceType::WR || type == PreceType::WW) &&
-                (!dirty_to_txn_.has_value() || (dirty_to_txn_->type() == PreceType::WR &&
+                (!dirty_to_prece_ || (dirty_to_prece_->type() == PreceType::WR &&
                                                 type == PreceType::WW))) {
-                dirty_to_txn_.emplace(prece);
+                dirty_to_prece_ = prece;
             }
         }
     }
 
     uint64_t txn_id() const { return txn_id_; }
-    void set_txn_id(const uint64_t txn_id) { txn_id_ = txn_id; }
 
-    const std::unordered_map<uint64_t, PreceInfo>& UnsafeGetToTxns() const { return to_txns_; }
-    const std::optional<PreceInfo>& UnsafeGetDirtyToTxn() const { return dirty_to_txn_; }
+    const auto& UnsafeGetToPreces() const { return to_preces_; }
+    const auto& UnsafeGetFromPreces() const { return from_preces_; }
+    const std::shared_ptr<PreceInfo>& UnsafeGetDirtyToTxn() const { return dirty_to_prece_; }
 
     std::mutex& mutex() const { return m_; }
 
-    void commit() {
+    void Commit()
+    {
         std::lock_guard<std::mutex> l(m_);
-        is_committed_ = true;
-        dirty_to_txn_.reset();
+        state_ = State::COMMITTED;
+        dirty_to_prece_ = nullptr;
     }
 
-    void abort(bool clear_to_txns) {
+    void Abort(const bool clear_to_preces)
+    {
         std::lock_guard<std::mutex> l(m_);
-        is_committed_ = false;
-        dirty_to_txn_.reset();
-        if (clear_to_txns) {
-            to_txns_.clear();
+        state_ = State::ABORTED;
+        dirty_to_prece_ = nullptr;
+        if (clear_to_preces) {
+            to_preces_.clear();
         }
     }
 
-    bool is_committed() const { return is_committed_.has_value() && *is_committed_; }
-    bool is_aborted() const { return is_committed_.has_value() && !(*is_committed_); }
-    bool is_active() const { return !is_committed_.has_value(); }
+    const auto& state() const { return state_; }
+    auto& state() { return state_; }
 
   private:
     std::optional<PreceType> RealPreceType_(const std::optional<PreceType>& active_prece_type,
             const std::optional<PreceType>& committed_prece_type,
-            const std::optional<PreceType>& aborted_prece_type) const {
-        if (!is_committed_.has_value()) {
+            const std::optional<PreceType>& aborted_prece_type) const
+    {
+        const auto state = state_.load();
+        if (state == State::ACTIVE || state == State::PREPARING) {
             return active_prece_type;
-        } else if (is_committed_.value()) {
+        } else if (state == State::COMMITTED) {
             return committed_prece_type;
         } else {
+            assert(state == State::ABORTED);
             return aborted_prece_type;
         }
     }
 
     template <PreceType TYPE,
              typename = typename std::enable_if_t<TYPE != PreceType::WCW && TYPE != PreceType::WCR>>
-    std::optional<PreceType> RealPreceType_() const {
+    std::optional<PreceType> RealPreceType_() const
+    {
         if constexpr (TYPE == PreceType::WW) {
             return RealPreceType_(PreceType::WW, PreceType::WCW, {});
         } else if constexpr (TYPE == PreceType::WR) {
@@ -247,12 +264,18 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
 
     mutable std::mutex m_;
     uint64_t txn_id_;
-    std::optional<bool> is_committed_;
-    std::unordered_map<uint64_t, PreceInfo> to_txns_; // key is txn_id
-    std::optional<PreceInfo> dirty_to_txn_;
-    //std::vector<std::weak_ptr<TxnNode>> from_txns_;
+    std::atomic<State> state_;
+    // Key is txn_id.
+    std::unordered_map<uint64_t, std::shared_ptr<PreceInfo>> to_preces_;
+    // We can not use std::shared_ptr because PreceInfo has a use count to this which will cause cycle
+    // reference. Key is txn_id;
+    std::unordered_map<uint64_t, std::weak_ptr<PreceInfo>> from_preces_;
+    // The prece may also stored in to_preces_.
+    std::shared_ptr<PreceInfo> dirty_to_prece_;
 };
 
+inline uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
+
 // Not thread safe. Protected by RowManager<DLI_IDENTIFY>::m_
 //
 // A VersionInfo can be released when it will not be read anymore.
@@ -263,11 +286,12 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
 //
 // For snapshot read, it should also satisfies:
 // (3) Minimum active transaction snapshot timestamp (start timestamp) > the later version's write timestamp.
+template <typename Data>
 class VersionInfo
 {
   public:
-    VersionInfo(std::weak_ptr<TxnNode> w_txn, row_t* const ver_row, const uint64_t ver_id)
-        : w_txn_(std::move(w_txn)), ver_row_(ver_row), ver_id_(ver_id) {}
+    VersionInfo(std::weak_ptr<TxnNode> w_txn, Data&& data, const uint64_t ver_id)
+        : w_txn_(std::move(w_txn)), data_(std::move(data)), ver_id_(ver_id) {}
     VersionInfo(const VersionInfo&) = default;
     VersionInfo(VersionInfo&&) = default;
     ~VersionInfo() {}
@@ -275,7 +299,8 @@ class VersionInfo
     std::shared_ptr<TxnNode> w_txn() const { return w_txn_.lock(); }
 
     template <typename Task>
-    void foreach_r_txn(Task&& task) const {
+    void foreach_r_txn(Task&& task) const
+    {
         for (const auto& r_txn_weak : r_txns_) {
             if (const auto r_txn = r_txn_weak.lock()) {
                 task(*r_txn);
@@ -285,50 +310,101 @@ class VersionInfo
 
     void add_r_txn(std::weak_ptr<TxnNode> txn) { r_txns_.emplace_back(std::move(txn)); }
 
-    row_t* ver_row() const { return ver_row_; }
+    const Data& data() const { return data_; }
 
     uint64_t ver_id() const { return ver_id_; }
 
   private:
     const std::weak_ptr<TxnNode> w_txn_;
-    row_t* const ver_row_;
+    Data const data_;
     // There may be two versions on same the row which have the same ver_id due to version revoking
     const uint64_t ver_id_;
     std::vector<std::weak_ptr<TxnNode>> r_txns_;
 };
 
-template <int ALG> class RowManager;
-
-template <>
-class RowManager<DLI_IDENTIFY>
+template <UniAlgs ALG, typename Data>
+class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CYCLE ||
+                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
 {
   public:
-    void init(row_t* const orig_row);
+    using Txn = TxnManager<ALG, Data>;
 
-    RC read(row_t& ver_row, TxnManager& txn);
-    RC prewrite(row_t& ver_row, TxnManager& txn);
-    void write(row_t& ver_row, TxnManager& txn);
-    void revoke(row_t& ver_row, TxnManager& txn);
+    RowManager(const uint64_t row_id, Data init_data)
+        : row_id_(row_id),
+          latest_version_(std::make_shared<VersionInfo<Data>>(std::weak_ptr<TxnNode>(), std::move(init_data),
+                      0))
+    {}
 
-  private:
-    uint64_t row_id_() const;
+    std::optional<Data> Read(Txn& txn)
+    {
+        std::lock_guard<std::mutex> l(m_);
+        const uint64_t to_ver_id = latest_version_->ver_id();
+        build_prece_from_w_txn_<PreceType::WR>(*latest_version_, txn, to_ver_id);
+        latest_version_->add_r_txn(txn.node_);
+        return latest_version_->data();
+    }
+
+    bool Prewrite(Data data, Txn& txn)
+    {
+        std::lock_guard<std::mutex> l(m_);
+        const uint64_t to_ver_id = latest_version_->ver_id() + 1;
+        const auto pre_version = std::exchange(latest_version_,
+                std::make_shared<VersionInfo<Data>>(txn.node_, std::move(data),
+                    to_ver_id));
+        build_prece_from_w_txn_<PreceType::WW>(*pre_version, txn, to_ver_id);
+        build_preces_from_r_txns_<PreceType::RW>(*pre_version, txn, to_ver_id);
+        // If transaction writes multiple versions for the same row, only record the first pre_version
+        txn.pre_versions_.emplace(row_id_, std::move(pre_version));
+        return true;
+    }
 
+    void Write(Data data, Txn& txn)
+    {
+        // do nothing
+    }
+
+    void Revoke(Data data, Txn& txn)
+    {
+        std::lock_guard<std::mutex> l(m_);
+        const auto it = txn.pre_versions_.find(row_id_);
+        assert(it != txn.pre_versions_.end());
+        latest_version_ = it->second; // revoke version
+    }
+
+  private:
     template <PreceType TYPE>
-    void build_prece_from_w_txn_(VersionInfo& version, const TxnManager& txn, const uint64_t to_ver_id) const;
+    void build_prece_from_w_txn_(VersionInfo<Data>& version, const Txn& to_txn,
+            const uint64_t to_ver_id) const
+    {
+        if (const std::shared_ptr<TxnNode> from_txn = version.w_txn()) {
+            build_prece<TYPE>(*from_txn, to_txn, version.ver_id(), to_ver_id);
+        }
+    }
 
     template <PreceType TYPE>
-    void build_preces_from_r_txns_(VersionInfo& version, const TxnManager& txn,
-            const uint64_t to_ver_id) const;
+    void build_preces_from_r_txns_(VersionInfo<Data>& version, const Txn& to_txn,
+            const uint64_t to_ver_id) const
+    {
+        version.foreach_r_txn([&to_txn, to_ver_id, from_ver_id = version.ver_id(), this](TxnNode& from_txn) {
+            build_prece<TYPE>(from_txn, to_txn, from_ver_id, to_ver_id);
+        });
+    }
 
     template <PreceType TYPE>
-    void build_prece(TxnNode& from_txn, const TxnManager& txn, const uint64_t from_ver_id,
-            const uint64_t to_ver_id) const;
+    void build_prece(TxnNode& from_txn, const Txn& to_txn, const uint64_t from_ver_id,
+            const uint64_t to_ver_id) const
+    {
+        from_txn.AddToTxn<TYPE>(to_txn.txn_id(), to_txn.node_, row_id_, from_ver_id,
+                to_ver_id);
+    }
 
   private:
-    row_t* orig_row_;
+    const uint64_t row_id_;
     std::mutex m_;
     //std::map<uint64_t, std::shared_ptr<VersionInfo>> versions_; // key is write timestamp (snapshot read)
-    std::shared_ptr<VersionInfo> latest_version_;
+    std::shared_ptr<VersionInfo<Data>> latest_version_;
 };
 
+}
+
 #endif
diff --git a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
new file mode 100644
index 00000000..6a54acc7
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
@@ -0,0 +1,27 @@
+#pragma once
+
+#include <unordered_map>
+#include <memory>
+#include <mutex>
+#include <type_traits>
+#include "util.h"
+#include "dli_identify_util.h"
+
+namespace ttts {
+
+template <UniAlgs ALG, typename Data>
+class TxnManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CYCLE ||
+                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
+{
+  public:
+    TxnManager(const uint64_t txn_id) : node_(std::make_shared<TxnNode>(txn_id)) {}
+
+    const uint64_t txn_id() const { return node_->txn_id(); }
+
+    std::unique_lock<std::mutex> l_;
+    std::shared_ptr<TxnNode> node_; // release condition (1) for TxnNode
+    std::unique_ptr<Path> cycle_;
+    std::unordered_map<uint64_t, std::shared_ptr<VersionInfo<Data>>> pre_versions_; // record for revoke
+};
+
+}
diff --git a/contrib/deneva/unified_concurrency_control/util.h b/contrib/deneva/unified_concurrency_control/util.h
new file mode 100644
index 00000000..83f4df0e
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/util.h
@@ -0,0 +1,15 @@
+#pragma once
+
+namespace ttts {
+
+enum class UniAlgs
+{
+    UNI_DLI_IDENTIFY_CYCLE,
+    UNI_DLI_IDENTIFY_MERGE,
+};
+
+template <UniAlgs ALG, typename Data, typename T = void> class AlgManager;
+template <UniAlgs ALG, typename Data, typename T = void> class RowManager;
+template <UniAlgs ALG, typename Data, typename T = void> class TxnManager;
+
+}

From 280e94ea7694e2a7730c3400c0295defee952d1a Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 25 Mar 2021 17:34:44 +0800
Subject: [PATCH 062/102] Fix DLI_IDENTIFY txn leak in Deneva DA workload

---
 .../alg_dli_identify_cycle.h                  | 28 +++++++++++++++++--
 .../unified_concurrency_control/row_prece.h   |  5 ++--
 2 files changed, 29 insertions(+), 4 deletions(-)

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 53495aad..1cb8fc1a 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -67,8 +67,32 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     void CheckConcurrencyTxnEmpty()
     {
         RefreshAndLockTxns_();
-        // assert failed here means there is actually a cycle but we miss it
-        assert(cc_txns_.empty());
+        if (!cc_txns_.empty()) {
+            // assert failed here means there is actually a cycle but we miss it
+            std::cerr << "**** Has Txn Leak ****" << std::endl;
+            for (const auto txn_weak : cc_txns_) {
+                if (const auto txn = txn_weak.lock()) {
+                    std::cerr << "Leak Txn: " << txn->txn_id() << std::endl;
+                    std::scoped_lock l(txn->mutex());
+                    std::cerr << "From Txns: ";
+                    for (const auto& [from_txn_id, from_prece_weak] : txn->UnsafeGetFromPreces()) {
+                        if (const auto from_prece = from_prece_weak.lock()) {
+                            std::cerr << from_txn_id << "(" << *from_prece << ") ";
+                        } else {
+                            std::cerr << from_txn_id << "(null prece) ";
+                        }
+                    }
+                    std::cerr << std::endl;
+                    std::cerr << "To Txns: ";
+                    for (const auto& [to_txn_id, to_prece] : txn->UnsafeGetToPreces()) {
+                        std::cerr << to_txn_id << "(" << *to_prece << ") ";
+                    }
+                    std::cerr << std::endl;
+                }
+            }
+            std::cerr << "**** Txn Leak Info End ****" << std::endl;
+            assert(false);
+        }
     }
 
     static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index c52ebff1..11ceec1a 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -330,7 +330,7 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     using Txn = TxnManager<ALG, Data>;
 
     RowManager(const uint64_t row_id, Data init_data)
-        : row_id_(row_id),
+        : row_id_(row_id), cur_ver_id_(0),
           latest_version_(std::make_shared<VersionInfo<Data>>(std::weak_ptr<TxnNode>(), std::move(init_data),
                       0))
     {}
@@ -347,7 +347,7 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     bool Prewrite(Data data, Txn& txn)
     {
         std::lock_guard<std::mutex> l(m_);
-        const uint64_t to_ver_id = latest_version_->ver_id() + 1;
+        const uint64_t to_ver_id = (++cur_ver_id_);
         const auto pre_version = std::exchange(latest_version_,
                 std::make_shared<VersionInfo<Data>>(txn.node_, std::move(data),
                     to_ver_id));
@@ -401,6 +401,7 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
   private:
     const uint64_t row_id_;
     std::mutex m_;
+    uint64_t cur_ver_id_;
     //std::map<uint64_t, std::shared_ptr<VersionInfo>> versions_; // key is write timestamp (snapshot read)
     std::shared_ptr<VersionInfo<Data>> latest_version_;
 };

From 74bffd2e0d77f632ee429032dfb5df99d0de28af Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Thu, 25 Mar 2021 20:17:09 +0800
Subject: [PATCH 063/102] Add anomaly-identify Interactive applet

---
 src/3ts/backend/cca/algorithm.h               |   1 +
 .../cca/conflict_serializable_algorithm.h     | 114 +++++++++++++++++-
 src/3ts/backend/history/run.h                 |   5 +
 src/3ts/backend/util/generic.h                |  35 ++++--
 4 files changed, 146 insertions(+), 9 deletions(-)

diff --git a/src/3ts/backend/cca/algorithm.h b/src/3ts/backend/cca/algorithm.h
index a5ccda60..5112ce74 100644
--- a/src/3ts/backend/cca/algorithm.h
+++ b/src/3ts/backend/cca/algorithm.h
@@ -24,6 +24,7 @@ class HistoryAlgorithm {
   virtual ~HistoryAlgorithm() {}
 
   virtual bool Check(const History& history, std::ostream* const os = nullptr) const = 0;
+  virtual void Statistics() const {};
   std::string name() const { return name_; }
 
   const std::string name_;
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 6ac6ca79..19865b3f 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -314,8 +314,9 @@ template <bool IDENTIFY_ANOMALY>
 class ConflictSerializableAlgorithm : public HistoryAlgorithm {
  public:
   ConflictSerializableAlgorithm() : HistoryAlgorithm(IDENTIFY_ANOMALY ? "DLI_IDENTIFY OK" : "Conflict Serializable"), anomaly_counts_{0}, no_anomaly_count_(0) {}
-  virtual ~ConflictSerializableAlgorithm()
-  {
+  virtual ~ConflictSerializableAlgorithm(){}
+
+  void Statistics() const override{
     if (!IDENTIFY_ANOMALY) { return; }
     std::cout.setf(std::ios::right);
     std::cout.precision(4);
@@ -344,6 +345,115 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     std::cout << "=== DLI_IDENTIFY END ===" << std::endl;
   }
 
+  void PrintOneHisRetInfo() {
+
+    const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
+
+    std::vector<std::pair<AnomalyType, uint32_t>> sorted_anomaly_counts_;
+    for (const auto anomaly : Members<AnomalyType>()) {
+      sorted_anomaly_counts_.emplace_back(anomaly, anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+    }
+    std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
+    for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
+      if (count != 0) {
+        std::vector<std::string> anomaly_info = AnomalyInfo(ToString(anomaly));
+        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3]<< std::endl;
+      }
+    }
+  }
+
+  std::vector<std::string> AnomalyInfo(const std::string& anomaly) {
+    auto index = anomaly.find_first_of("_");
+    std::vector<std::string> anomaly_info;
+    if (index != anomaly.npos) {
+      // get anomaly_type
+      anomaly_info.emplace_back(anomaly.substr(0, index));
+      // get anomaly_subtype
+      std::string anomaly_subtype = "";
+      std::string m = anomaly.substr(index + 1, 1);
+      if ("1" == m) {
+        anomaly_subtype = "SDA";
+      } else if ("2" == m) {
+        anomaly_subtype = "DDA";
+      } else {
+        anomaly_subtype = "MDA";
+      }
+      anomaly_info.emplace_back(anomaly_subtype);
+      // get anomaly_name
+      std::string name = anomaly.substr(index + 3);
+      int is_head = 0;
+      for (int i = 0;i < name.size();i++) {
+        if (i == 0) {
+          continue;
+        }
+        if (name[i] == '_') {
+          name[i] = 32;
+          is_head = 1;
+          continue;
+        }
+        if (is_head == 1) {
+          is_head = 0;
+          continue;
+        }
+        if (name[i] >= 'A' && name[i] <= 'Z') {
+            name[i] += 32;
+        }
+      }
+      anomaly_info.emplace_back(name);
+      // get anomaly_format
+      std::string format = "";
+      if ("Dirty Write" == name) {
+        format = "Wi[xm]...Wj[xm+1]";
+      } else if ("Full Write" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wi[xm+2]";
+      } else if ("Lost Self Update" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Ri[xm+1]";
+      } else if ("Lost Update" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wi[xm+2]";
+      } else if ("Double Write Skew 1" == name) {
+        format = "Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("Double Write Skew 2" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+      } else if ("Read Write Skew 1" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("Read Write Skew 2" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+      } else if ("Full Write Skew" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("WAT_STEP" == anomaly) {
+        format = "...Wi[xm]...Wj[xm+1]...";
+      } else if ("Dirty Read" == name) {
+        format = "Wi[xm]...Rj[xm+1]";
+      } else if ("Non-Repeatable Read" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
+      } else if ("Intermediate Reads" == name) {
+        format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
+      } else if ("Write Read Skew" == name) {
+        format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
+      } else if ("DOUBLE_WRITE_SKEW_COMMITTED" == name) {
+        format = "Wi[xm]...Rj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("Read Skew" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+      } else if ("Read Skew 2" == name) {
+        format = "Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
+      } else if ("RAT_STEP" == anomaly) {
+        format = "...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
+      } else if ("LOST_UPDATE_COMMITTED" == name) {
+        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("READ_WRITE_SKEW_COMMITTED" == name) {
+        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("Write Skew" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+      } else if ("IAT_STEP" == anomaly) {
+        format = "...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
+      }
+      anomaly_info.emplace_back(format);
+    } else {
+      std::cerr << "get AnomalyType failed" << std::endl;
+    }
+    return anomaly_info;
+  }
+
   virtual bool Check(const History& history, std::ostream* const os) const override {
     ConflictGraph graph(history.trans_num());
     std::vector<std::set<uint64_t>> read_trans_set_for_items(history.item_num());
diff --git a/src/3ts/backend/history/run.h b/src/3ts/backend/history/run.h
index 98b27a98..8dcb2543 100644
--- a/src/3ts/backend/history/run.h
+++ b/src/3ts/backend/history/run.h
@@ -95,6 +95,11 @@ void FilterRun(
   signal(SIGTERM, handler);
   outs = outputters;
   ThreadRunBase(generator, task, thread_num);
+  for (const auto& [variant_alg, _] : algorithms) {
+      std::visit([](auto&& alg){
+        alg->Statistics();
+      }, variant_alg);
+  }
 }
 
 // Each algorithm check the histories and record the time cost.
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 95e7a089..7a750697 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -204,18 +204,28 @@ class Operation {
         break;
       default:
         type = Operation::Type::UNKNOWN;
+        if (c != '\0') {
+          std::cerr << "Unknonw operation type character: " << c << ". Supported operations: R W C A" << std::endl;
+        }
         is.setstate(std::ios::failbit);
     }
     return is;
   }
 
   friend std::istream& operator>>(std::istream& is, Operation& operation) {
-    if (!(is >> operation.type_) || !(is >> operation.trans_id_)) {
+    if (!(is >> operation.type_)) {
+      is.setstate(std::ios::failbit);
+      return is;
+    }
+    if (!(is >> operation.trans_id_)) {
+      is.setstate(std::ios::failbit);
+      std::cerr << "Transaction ID character must be a number" << std::endl;
       return is;
     }
     if (char item_c; operation.type_ == Type::WRITE || operation.type_ == Type::READ) {
       if (!(is >> item_c) || !std::islower(item_c)) {
         is.setstate(std::ios::failbit);
+        std::cerr << "Data Item must be lowercase letter" << std::endl;
         return is;
       }
       operation.item_id_ = item_c - 'a';
@@ -307,22 +317,33 @@ class History {
     if (std::getline(is, s)) {
       std::stringstream ss(s);
       std::vector<Operation> operations;
-      std::set<uint64_t> trans_num_set;
-      std::set<uint64_t> item_num_set;
       uint64_t trans_num = 0;
       uint64_t item_num = 0;
+      std::unordered_map<uint64_t, uint64_t> trans_num_map;
+      std::unordered_map<uint64_t, uint64_t> item_num_map;
       for (std::stringstream ss(s); !ss.eof() && !ss.fail();) {
         Operation operation;
         if (Operation operation; ss >> operation) {
           operations.emplace_back(operation);
-          trans_num_set.insert(operation.trans_id());
+          if (trans_num_map.count(operation.trans_id()) == 0) {
+            trans_num_map[operation.trans_id()] = trans_num_map.size();
+            operation.SetTransId(trans_num_map[operation.trans_id()]);
+            std::cout << operation.trans_id() << std::endl;
+          }
           if (operation.IsPointDML()) {
-            item_num_set.insert(operation.item_id());
+            if (item_num_map.count(operation.item_id()) == 0) {
+              item_num_map[operation.item_id()] = item_num_map.size();
+              operation.SetItemId(item_num_map[operation.item_id()]);
+              std::cout << operation.item_id() << std::endl;
+            }
           }
         }
       }
-      trans_num = trans_num_set.size();
-      item_num = item_num_set.size();
+      trans_num = trans_num_map.size();
+      item_num = item_num_map.size();
+      for (auto k: item_num_map) {
+        std::cout << k.first << k.second << std::endl;
+      }
       if (ss.fail()) {
         std::cout << "Invalid history: \'" << s << "\'" << std::endl;
       } else {

From 2dc52b27d9ebc60764c78024fa8d30c948dc8fc3 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 25 Mar 2021 21:57:10 +0800
Subject: [PATCH 064/102] Fix DLI_IDENTIFY_2 miss anomaly on Deneva

---
 .../alg_dli_identify_cycle.h                  | 34 ++++----------
 .../alg_dli_identify_merge.h                  | 45 +++++++++++--------
 .../dli_identify_util.cpp                     |  4 +-
 .../unified_concurrency_control/row_prece.h   | 44 +++++++++++++-----
 4 files changed, 70 insertions(+), 57 deletions(-)

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 1cb8fc1a..9d0ea372 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -66,33 +66,17 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 
     void CheckConcurrencyTxnEmpty()
     {
-        RefreshAndLockTxns_();
-        if (!cc_txns_.empty()) {
-            // assert failed here means there is actually a cycle but we miss it
-            std::cerr << "**** Has Txn Leak ****" << std::endl;
-            for (const auto txn_weak : cc_txns_) {
-                if (const auto txn = txn_weak.lock()) {
-                    std::cerr << "Leak Txn: " << txn->txn_id() << std::endl;
-                    std::scoped_lock l(txn->mutex());
-                    std::cerr << "From Txns: ";
-                    for (const auto& [from_txn_id, from_prece_weak] : txn->UnsafeGetFromPreces()) {
-                        if (const auto from_prece = from_prece_weak.lock()) {
-                            std::cerr << from_txn_id << "(" << *from_prece << ") ";
-                        } else {
-                            std::cerr << from_txn_id << "(null prece) ";
-                        }
-                    }
-                    std::cerr << std::endl;
-                    std::cerr << "To Txns: ";
-                    for (const auto& [to_txn_id, to_prece] : txn->UnsafeGetToPreces()) {
-                        std::cerr << to_txn_id << "(" << *to_prece << ") ";
-                    }
-                    std::cerr << std::endl;
-                }
+        std::scoped_lock l(m_);
+        for (auto it = cc_txns_.begin(); it != cc_txns_.end(); ) {
+            if (const auto txn = it->lock()) {
+                std::cerr << "** Txn Leak ** " << *txn;
+                ++it;
+            } else {
+                it = cc_txns_.erase(it);
             }
-            std::cerr << "**** Txn Leak Info End ****" << std::endl;
-            assert(false);
         }
+        // assert failed here means there is actually a cycle but we miss it
+        assert(cc_txns_.empty());
     }
 
     static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index d3b8832a..0d0b0ba5 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -17,7 +17,10 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     {
         txn.node_->state() = TxnNode::State::PREPARING;
 
-        std::scoped_lock l(m_);
+        {
+            std::scoped_lock l(m_);
+            cc_txns_.emplace_back(txn.node_);
+        }
 
         Path cycle_part = DirtyCycle<true /*is_commit*/>(*txn.node_);
 
@@ -53,11 +56,16 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     }
 
     void CheckConcurrencyTxnEmpty() {
-        for (const auto& [txn_id, prece] : cc_txns_) {
-            // assert failed here means there is actually a cycle but we miss it
-            assert(prece.expired());
-            cc_txns_.erase(txn_id);
+        std::scoped_lock l(m_);
+        bool is_empty = true;
+        for (const auto& weak_txn : cc_txns_) {
+            if (const auto txn = weak_txn.lock()) {
+                std::cerr << "** Txn Leak ** " << *txn;
+                is_empty = false;
+            }
         }
+        // assert failed here means there is actually a cycle but we miss it
+        assert(is_empty);
     }
 
   private:
@@ -66,23 +74,22 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         // Validate failed if has a from_txn and a to_txn which are both finished but not released.
         std::scoped_lock l(txn.node_->mutex());
         std::shared_ptr<PreceInfo> from_prece;
-        for (const auto& [from_txn_id, weak_from_prece] : txn.node_->UnsafeGetFromPreces()) {
-            const auto it = cc_txns_.find(from_txn_id);
-            if (it != cc_txns_.end()) {
-                if (it->second.expired()) {
-                    cc_txns_.erase(it);
-                } else {
-                    from_prece = weak_from_prece.lock();
-                    assert(from_prece != nullptr);
-                    break;
-                }
+        for (const auto& [_, weak_from_prece] : txn.node_->UnsafeGetFromPreces()) {
+            from_prece = weak_from_prece.lock();
+            if (from_prece == nullptr) {
+                continue;
+            }
+            const auto& from_txn = from_prece->from_txn();
+            if (from_txn == nullptr || from_txn->state() == TxnNode::State::ACTIVE) {
+                from_prece = nullptr;
+                continue;
             }
+            break;
         }
 
         std::shared_ptr<PreceInfo> to_prece;
-        for (const auto& [to_txn_id, to_prece_tmp] : txn.node_->UnsafeGetToPreces()) {
-            const auto it = cc_txns_.find(to_txn_id);
-            if (it != cc_txns_.end()) {
+        for (const auto& [_, to_prece_tmp] : txn.node_->UnsafeGetToPreces()) {
+            if (to_prece_tmp->to_txn()->state() != TxnNode::State::ACTIVE) {
                 to_prece = to_prece_tmp;
                 break;
             }
@@ -95,7 +102,7 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     }
 
     std::mutex m_;
-    std::unordered_map<uint64_t, std::weak_ptr<TxnNode>> cc_txns_;
+    std::vector<std::weak_ptr<TxnNode>> cc_txns_; // only for debug
 };
 
 }
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp b/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
index dbc77494..3cb96de2 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
@@ -7,7 +7,7 @@
 namespace ttts {
 
 static Path DirtyPath_(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
-    PreceInfo dirty_prece(rw_prece.to_txn_id(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
+    PreceInfo dirty_prece(rw_prece.to_txn(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
             rw_prece.to_ver_id(), UINT64_MAX);
     return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
 }
@@ -103,7 +103,7 @@ Path& Path::operator+=(const Path& p) {
                 (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
             preces_.pop_back();
             const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
-            preces_.emplace_back(current_back.from_txn_id(), append_front.to_txn(), new_prece_type,
+            preces_.emplace_back(current_back.from_txn(), append_front.to_txn(), new_prece_type,
                 current_back.row_id(), new_from_ver_id, new_to_ver_id);
             // the first precedence in p.prece has already merged
             cat_preces(std::next(p.preces_.begin()));
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index 11ceec1a..e223ff51 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -134,10 +134,8 @@ inline PreceType MergeOperationType(const OperationType o1, const OperationType
 
 class PreceInfo {
   public:
-    PreceInfo(const uint64_t from_txn_id, std::shared_ptr<TxnNode> to_txn, const PreceType type,
-            const uint64_t row_id, const uint64_t from_ver_id, const uint64_t to_ver_id)
-        : from_txn_id_(from_txn_id), to_txn_(std::move(to_txn)), type_(type), row_id_(row_id),
-          from_ver_id_(from_ver_id), to_ver_id_(to_ver_id) {}
+    inline PreceInfo(std::shared_ptr<TxnNode> from_txn, std::shared_ptr<TxnNode> to_txn, const PreceType type,
+            const uint64_t row_id, const uint64_t from_ver_id, const uint64_t to_ver_id);
     PreceInfo(const PreceInfo&) = default;
     PreceInfo(PreceInfo&&) = default;
 
@@ -153,10 +151,12 @@ class PreceInfo {
     OperationType to_op_type() const { return DividePreceType(type_).second; }
     uint64_t row_id() const { return row_id_; }
     PreceType type() const { return type_; }
+    std::shared_ptr<TxnNode> from_txn() const { return from_txn_.lock(); }
     std::shared_ptr<TxnNode> to_txn() const { return to_txn_; }
 
   private:
     const uint64_t from_txn_id_;
+    const std::weak_ptr<TxnNode> from_txn_;
     const std::shared_ptr<TxnNode> to_txn_; // release condition (2) for TxnNode
     const PreceType type_;
     const uint64_t row_id_;
@@ -186,13 +186,14 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
     // We use ver_id but not the count of operation to support snapshot read.
     // [Note] Should ensure to_txn_node thread safe.
     template <PreceType TYPE>
-    void AddToTxn(const uint64_t to_txn_id, std::shared_ptr<TxnNode> to_txn_node, const uint64_t row_id,
-            const uint64_t from_ver_id, const uint64_t to_ver_id)
+    void AddToTxn(std::shared_ptr<TxnNode> to_txn_node, const uint64_t row_id, const uint64_t from_ver_id,
+            const uint64_t to_ver_id)
     {
+        const uint64_t to_txn_id = to_txn_node->txn_id();
         if (const auto& type = RealPreceType_<TYPE>(); txn_id_ != to_txn_id && type.has_value()) {
             std::lock_guard<std::mutex> l(m_);
-            std::shared_ptr<PreceInfo> prece = std::make_shared<PreceInfo>(txn_id_, to_txn_node, *type,
-                    row_id, from_ver_id, to_ver_id);
+            std::shared_ptr<PreceInfo> prece = std::make_shared<PreceInfo>(shared_from_this(), to_txn_node,
+                    *type, row_id, from_ver_id, to_ver_id);
             // For read/write precedence, only record the first precedence between the two transactions
             to_preces_.try_emplace(to_txn_id, prece);
             to_txn_node->from_preces_.try_emplace(txn_id_, prece);
@@ -233,6 +234,25 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
     const auto& state() const { return state_; }
     auto& state() { return state_; }
 
+    friend std::ostream& operator<<(std::ostream& os, const TxnNode& txn)
+    {
+        os << "[Leak Txn] T" << txn.txn_id();
+        std::scoped_lock l(txn.mutex());
+        os << " [From Txns] T";
+        for (const auto& [from_txn_id, from_prece_weak] : txn.UnsafeGetFromPreces()) {
+            if (const auto from_prece = from_prece_weak.lock()) {
+                os << from_txn_id << "(" << *from_prece << ") ";
+            } else {
+                os << from_txn_id << "(null prece) ";
+            }
+        }
+        os << " [To Txns] T";
+        for (const auto& [to_txn_id, to_prece] : txn.UnsafeGetToPreces()) {
+            os << to_txn_id << "(" << *to_prece << ") ";
+        }
+        return os;
+    }
+
   private:
     std::optional<PreceType> RealPreceType_(const std::optional<PreceType>& active_prece_type,
             const std::optional<PreceType>& committed_prece_type,
@@ -275,7 +295,10 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
 };
 
 inline uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
-
+inline PreceInfo::PreceInfo(std::shared_ptr<TxnNode> from_txn, std::shared_ptr<TxnNode> to_txn,
+        const PreceType type, const uint64_t row_id, const uint64_t from_ver_id, const uint64_t to_ver_id)
+    : from_txn_id_(from_txn->txn_id()), from_txn_(std::move(from_txn)), to_txn_(std::move(to_txn)), type_(type), row_id_(row_id),
+        from_ver_id_(from_ver_id), to_ver_id_(to_ver_id) {}
 // Not thread safe. Protected by RowManager<DLI_IDENTIFY>::m_
 //
 // A VersionInfo can be released when it will not be read anymore.
@@ -394,8 +417,7 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     void build_prece(TxnNode& from_txn, const Txn& to_txn, const uint64_t from_ver_id,
             const uint64_t to_ver_id) const
     {
-        from_txn.AddToTxn<TYPE>(to_txn.txn_id(), to_txn.node_, row_id_, from_ver_id,
-                to_ver_id);
+        from_txn.AddToTxn<TYPE>(to_txn.node_, row_id_, from_ver_id, to_ver_id);
     }
 
   private:

From c0a9877ee2dc17db13ec5b2f84046c9ead2ca88f Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 26 Mar 2021 10:46:36 +0800
Subject: [PATCH 065/102] Print anomaly type with DLI_IDENTIFY_2 on Deneva

---
 contrib/deneva/system/worker_thread.cpp       |  10 +-
 .../alg_dli_identify_cycle.h                  |  90 +------
 .../alg_dli_identify_merge.h                  |  22 ++
 .../dli_identify_util.cpp                     | 142 -----------
 .../dli_identify_util.h                       | 240 ++++++++++++++++--
 .../deneva/unified_concurrency_control/foo.cc |  22 --
 6 files changed, 262 insertions(+), 264 deletions(-)
 delete mode 100644 contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
 delete mode 100644 contrib/deneva/unified_concurrency_control/foo.cc

diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 843dee8a..4f227e00 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -50,7 +50,9 @@
 #include "dta.h"
 #include "da.h"
 
-#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+#define SUPPORT_ANOMALY_IDENTIFY (CC_ALG == DLI_IDENTIFY || CC_ALG == DLI_IDENTIFY_2)
+
+#if SUPPORT_ANOMALY_IDENTIFY && WORKLOAD == DA
 static std::array<std::atomic<uint64_t>, ttts::Count<ttts::AnomalyType>()> g_anomaly_counts = {0};
 static uint64_t g_no_anomaly_count = 0;
 #endif
@@ -323,7 +325,7 @@ char type2char(DATxnType txn_type)
     }
 }
 
-#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+#if SUPPORT_ANOMALY_IDENTIFY && WORKLOAD == DA
 static void print_anomaly_type_rates() {
     std::cout.setf(std::ios::right);
     std::cout.precision(4);
@@ -471,7 +473,7 @@ RC WorkerThread::run() {
 #endif
         INC_STATS(get_thd_id(),worker_release_msg_time,get_sys_clock() - ready_starttime);
     }
-#if CC_ALG == DLI_IDENTIFY && WORKLOAD == DA
+#if SUPPORT_ANOMALY_IDENTIFY && WORKLOAD == DA
     print_anomaly_type_rates();
 #endif
     printf("FINISH %ld:%ld\n",_node_id,_thd_id);
@@ -897,7 +899,7 @@ RC WorkerThread::process_rtxn(Message * msg) {
             output_file << "[ERROR] remain delayed operations: ";
             DA_delayed_operations.clear();
         }
-#if CC_ALG == DLI_IDENTIFY
+#if SUPPORT_ANOMALY_IDENTIFY
         if (g_da_cycle.has_value()) {
             const auto anomaly_type = UniAlgManager<CC_ALG>::IdentifyAnomaly(g_da_cycle->Preces());
             output_file << DA_history_mem << " |  " << anomaly_type << "  |  " << *g_da_cycle << std::endl;
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 9d0ea372..51d6f764 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -82,18 +82,22 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
     static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
     {
         assert(preces.size() >= 2);
-        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
-            // WA and WC precedence han only appear
+        const auto& p1 = preces.front();
+        const auto& p2 = preces.back();
+        if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::WA ||
+                                                        prece.type() == PreceType::WC; })) {
             return AnomalyType::WAT_1_DIRTY_WRITE;
-        } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+        } else if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
             return AnomalyType::RAT_1_DIRTY_READ;
         } else if (preces.size() >= 3) {
-            return IdentifyAnomalyMultiple_(preces);
+            return IdentifyAnomalyMultiple(preces);
         // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
-        } else if (preces.back().row_id() != preces.front().row_id()) {
-            return IdentifyAnomalyDouble_(preces.front().type(), preces.back().type());
+        } else if (p1.row_id() != p2.row_id()) {
+            return IdentifyAnomalyDouble(p1.type(), p2.type());
         } else {
-            return IdentifyAnomalySingle_(preces.front().type(), preces.back().type());
+            return IdentifyAnomalySingle(p1.type(), p2.type());
         }
     }
 
@@ -178,78 +182,6 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         return min_cycle;
     }
 
-    // require type1 precedence happens before type2 precedence
-    static AnomalyType IdentifyAnomalySingle_(const PreceType early_type, const PreceType later_type) {
-        if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
-            return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
-        } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
-            return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
-        } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-            return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
-        } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
-            return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
-        } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
-            return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
-        } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
-            return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
-        } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
-            return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
-        } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
-            return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
-        } else {
-            return AnomalyType::UNKNOWN_1;
-        }
-    }
-
-    static AnomalyType IdentifyAnomalyDouble_(const PreceType early_type, const PreceType later_type) {
-        const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
-            if (early_type == type1 && later_type == type2) {
-                return true;
-            } else if (early_type == type2 && later_type == type1) {
-                return false;
-            } else {
-                return {};
-            }
-        };
-        if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
-            return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
-        } else if (any_order(PreceType::WW, PreceType::WCR)) {
-            return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
-        } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
-            return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
-        } else if (any_order(PreceType::WW, PreceType::WW)) {
-            return AnomalyType::WAT_2_FULL_WRITE_SKEW;
-        } else if (any_order(PreceType::WW, PreceType::WCW)) {
-            return AnomalyType::WAT_2_FULL_WRITE_SKEW;
-        } else if (any_order(PreceType::WR, PreceType::WR)) {
-            return AnomalyType::RAT_2_WRITE_READ_SKEW;
-        } else if (any_order(PreceType::WR, PreceType::WCR)) {
-            return AnomalyType::RAT_2_WRITE_READ_SKEW;
-        } else if (any_order(PreceType::WR, PreceType::WCW)) {
-            return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
-        } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
-            return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
-        } else if (any_order(PreceType::RW, PreceType::WCR)) {
-            return AnomalyType::RAT_2_READ_SKEW;
-        } else if (any_order(PreceType::RW, PreceType::WCW)) {
-            return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
-        } else if (any_order(PreceType::RW, PreceType::RW)) {
-            return AnomalyType::IAT_2_WRITE_SKEW;
-        } else {
-            return AnomalyType::UNKNOWN_2;
-        }
-    }
-
-    static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
-        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
-            return AnomalyType::WAT_STEP;
-        }
-        if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
-            return AnomalyType::RAT_STEP;
-        }
-        return AnomalyType::IAT_STEP;
-    }
-
     std::mutex m_;
     std::list<std::weak_ptr<TxnNode>> cc_txns_;
 };
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index 0d0b0ba5..f4fcd92c 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -68,6 +68,28 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         assert(is_empty);
     }
 
+    static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
+    {
+        assert(preces.size() == 2);
+        const auto& p1 = preces.front();
+        const auto& p2 = preces.back();
+        if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::WA ||
+                                                        prece.type() == PreceType::WC; })) {
+            return AnomalyType::WAT_1_DIRTY_WRITE;
+        } else if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+            return AnomalyType::RAT_1_DIRTY_READ;
+        } else if (p1.from_txn_id() != p2.to_txn_id()) {
+            return IdentifyAnomalyMultiple(preces);
+        // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
+        } else if (p1.row_id() != p2.row_id()) {
+            return IdentifyAnomalyDouble(p1.type(), p2.type());
+        } else {
+            return IdentifyAnomalySingle(p1.type(), p2.type());
+        }
+    }
+
   private:
     Path CyclePart_(Txn& txn)
     {
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp b/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
deleted file mode 100644
index 3cb96de2..00000000
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.cpp
+++ /dev/null
@@ -1,142 +0,0 @@
-#include "dli_identify_util.h"
-#include <sstream>
-#include <iterator>
-
-#define CYCLE_ORDER 1
-
-namespace ttts {
-
-static Path DirtyPath_(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
-    PreceInfo dirty_prece(rw_prece.to_txn(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
-            rw_prece.to_ver_id(), UINT64_MAX);
-    return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
-}
-
-template <>
-Path DirtyCycle<true>(TxnNode& txn_to_finish) {
-    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::WC);
-    } else {
-        assert(prece->type() == PreceType::WR);
-        return {};
-    }
-}
-
-template <>
-Path DirtyCycle<false>(TxnNode& txn_to_finish) {
-    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::WA);
-    } else if (prece->type() == PreceType::WR) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::RA);
-    } else {
-        assert(false);
-        return {};
-    }
-}
-
-Path::Path() {}
-
-Path::Path(std::vector<PreceInfo>&& preces) : preces_(
-#if CYCLE_ORDER
-    std::move(preces))
-#else
-    (sort(preces, std::greater<PreceInfo>()), std::move(preces)))
-#endif
-{}
-
-Path::Path(const PreceInfo& prece) : preces_{prece} {}
-
-Path::Path(PreceInfo&& prece) : preces_{std::move(prece)} {}
-
-bool Path::operator<(const Path& p) const {
-    // imPassable has the greatest weight
-    if (!Passable()) {
-        return false;
-    }
-    if (!p.Passable()) {
-        return true;
-    }
-#if CYCLE_ORDER
-    return preces_.size() < p.preces_.size();
-#else
-    return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
-#endif
-}
-
-Path& Path::operator+=(const Path& p) {
-    if (!Passable() || !p.Passable()) {
-        preces_.clear();
-        return *this;
-    }
-#if CYCLE_ORDER
-    const auto& current_back = preces_.back();
-    const auto& append_front = p.preces_.front();
-    assert(current_back.to_txn_id() == append_front.from_txn_id());
-
-    const auto cat_preces = [&](auto&& begin) {
-        for (auto it = begin; it != p.preces_.end(); ++it) {
-            preces_.emplace_back(*it);
-        }
-    };
-
-    const uint64_t new_from_ver_id = current_back.from_ver_id();
-    const uint64_t new_to_ver_id = append_front.to_ver_id();
-    const OperationType new_from_op_type = current_back.from_op_type();
-    const OperationType new_to_op_type = append_front.to_op_type();
-    bool merged = false;
-    if (current_back.row_id() == append_front.row_id()) {
-        if (new_from_ver_id >= new_to_ver_id) {
-            // it breaks the operation order on the same row
-            preces_.clear();
-            return *this;
-        }
-        // merge two precedence on the same row
-        if (current_back.from_txn_id() != append_front.to_txn_id() &&
-                (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
-            preces_.pop_back();
-            const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
-            preces_.emplace_back(current_back.from_txn(), append_front.to_txn(), new_prece_type,
-                current_back.row_id(), new_from_ver_id, new_to_ver_id);
-            // the first precedence in p.prece has already merged
-            cat_preces(std::next(p.preces_.begin()));
-            merged = true;
-        }
-    }
-    if (!merged) {
-        cat_preces(p.preces_.begin());
-    }
-#else
-    std::vector<PreceInfo> preces;
-    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
-#endif
-    return *this;
-}
-
-Path Path::operator+(const Path& p) const {
-    return Path(*this) += p;
-}
-
-std::string Path::ToString() const {
-    std::stringstream ss;
-    ss << *this;
-    return ss.str();
-}
-
-std::ostream& operator<<(std::ostream& os, const Path& path) {
-    if (path.preces_.empty()) {
-        os << "Empty path";
-    } else {
-        std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
-    }
-    return os;
-}
-
-}
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index d6a0166f..cfc68c3f 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -1,43 +1,249 @@
 #pragma once
+#include "row_prece.h"
 #include <vector>
 #include <iostream>
 #include <string>
-#include "row_prece.h"
+#include <sstream>
+#include <iterator>
+#include <algorithm>
+
+#define CYCLE_ORDER 1
 
 namespace ttts {
 
 class Path {
  public:
-    Path();
-    Path(std::vector<PreceInfo>&& preces);
-    Path(const PreceInfo& prece);
-    Path(PreceInfo&& prece);
+    inline Path();
+    inline Path(std::vector<PreceInfo>&& preces);
+    inline Path(const PreceInfo& prece);
+    inline Path(PreceInfo&& prece);
+
     Path(const Path&) = default;
     Path(Path&&) = default;
     Path& operator=(const Path&) = default;
     Path& operator=(Path&&) = default;
 
-    bool operator<(const Path& p) const;
+    inline bool operator<(const Path& p) const;
+    inline Path& operator+=(const Path& p);
+    inline Path operator+(const Path& p) const;
+    inline friend std::ostream& operator<<(std::ostream& os, const Path& path);
 
-    Path& operator+=(const Path& p);
+    inline std::string ToString() const;
+    inline bool Passable() const { return !preces_.empty(); }
+    inline const std::vector<PreceInfo>& Preces() const { return preces_; }
+    bool IsCycle() const {
+        return preces_.size() >= 2 && preces_.front().from_txn_id() == preces_.back().to_txn_id();
+    }
 
-    Path operator+(const Path& p) const;
+  private:
+    std::vector<PreceInfo> preces_;
+};
 
-    friend std::ostream& operator<<(std::ostream& os, const Path& path);
+template <bool is_commit> inline Path DirtyCycle(TxnNode& txn_node);
 
-    std::string ToString() const;
+static Path DirtyPath_(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
+    PreceInfo dirty_prece(rw_prece.to_txn(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
+            rw_prece.to_ver_id(), UINT64_MAX);
+    return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
+}
 
-    bool Passable() const { return !preces_.empty(); }
+template <>
+inline Path DirtyCycle<true>(TxnNode& txn_to_finish) {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::WC);
+    } else {
+        assert(prece->type() == PreceType::WR);
+        return {};
+    }
+}
 
-    const std::vector<PreceInfo>& Preces() const { return preces_; }
+template <>
+inline Path DirtyCycle<false>(TxnNode& txn_to_finish) {
+    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
+    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
+    if (!prece) {
+        return {};
+    } else if (prece->type() == PreceType::WW) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::WA);
+    } else if (prece->type() == PreceType::WR) {
+        return DirtyPath_(*prece, txn_to_finish, PreceType::RA);
+    } else {
+        assert(false);
+        return {};
+    }
+}
 
-    bool IsCycle() const {
-        return preces_.size() >= 2 && preces_.front().from_txn_id() == preces_.back().to_txn_id();
+Path::Path() {}
+
+Path::Path(std::vector<PreceInfo>&& preces) : preces_(
+#if CYCLE_ORDER
+    std::move(preces))
+#else
+    (sort(preces, std::greater<PreceInfo>()), std::move(preces)))
+#endif
+{}
+
+Path::Path(const PreceInfo& prece) : preces_{prece} {}
+
+Path::Path(PreceInfo&& prece) : preces_{std::move(prece)} {}
+
+bool Path::operator<(const Path& p) const {
+    // imPassable has the greatest weight
+    if (!Passable()) {
+        return false;
+    }
+    if (!p.Passable()) {
+        return true;
     }
+#if CYCLE_ORDER
+    return preces_.size() < p.preces_.size();
+#else
+    return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
+#endif
+}
 
-    std::vector<PreceInfo> preces_;
-};
+Path& Path::operator+=(const Path& p) {
+    if (!Passable() || !p.Passable()) {
+        preces_.clear();
+        return *this;
+    }
+#if CYCLE_ORDER
+    const auto& current_back = preces_.back();
+    const auto& append_front = p.preces_.front();
+    assert(current_back.to_txn_id() == append_front.from_txn_id());
+
+    const auto cat_preces = [&](auto&& begin) {
+        for (auto it = begin; it != p.preces_.end(); ++it) {
+            preces_.emplace_back(*it);
+        }
+    };
+
+    const uint64_t new_from_ver_id = current_back.from_ver_id();
+    const uint64_t new_to_ver_id = append_front.to_ver_id();
+    const OperationType new_from_op_type = current_back.from_op_type();
+    const OperationType new_to_op_type = append_front.to_op_type();
+    bool merged = false;
+    if (current_back.row_id() == append_front.row_id()) {
+        if (new_from_ver_id >= new_to_ver_id) {
+            // it breaks the operation order on the same row
+            preces_.clear();
+            return *this;
+        }
+        // merge two precedence on the same row
+        if (current_back.from_txn_id() != append_front.to_txn_id() &&
+                (new_from_op_type != OperationType::R || new_to_op_type != OperationType::R)) {
+            preces_.pop_back();
+            const auto new_prece_type = MergeOperationType(new_from_op_type, new_to_op_type);
+            preces_.emplace_back(current_back.from_txn(), append_front.to_txn(), new_prece_type,
+                current_back.row_id(), new_from_ver_id, new_to_ver_id);
+            // the first precedence in p.prece has already merged
+            cat_preces(std::next(p.preces_.begin()));
+            merged = true;
+        }
+    }
+    if (!merged) {
+        cat_preces(p.preces_.begin());
+    }
+#else
+    std::vector<PreceInfo> preces;
+    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
+#endif
+    return *this;
+}
+
+Path Path::operator+(const Path& p) const {
+    return Path(*this) += p;
+}
 
-template <bool is_commit> Path DirtyCycle(TxnNode& txn_node);
+std::string Path::ToString() const {
+    std::stringstream ss;
+    ss << *this;
+    return ss.str();
+}
+
+std::ostream& operator<<(std::ostream& os, const Path& path) {
+    if (path.preces_.empty()) {
+        os << "Empty path";
+    } else {
+        std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
+    }
+    return os;
+}
+
+// require type1 precedence happens before type2 precedence
+static AnomalyType IdentifyAnomalySingle(const PreceType early_type, const PreceType later_type) {
+    if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WW || later_type == PreceType::WCW)) {
+        return AnomalyType::WAT_1_FULL_WRITE; // WW-WW | WR-WW = WWW
+    } else if (early_type == PreceType::WR && early_type == PreceType::WW) {
+        return AnomalyType::WAT_1_FULL_WRITE; // WR-WW = WWW
+    } else if ((early_type == PreceType::WW || early_type == PreceType::WR) && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+        return AnomalyType::WAT_1_LOST_SELF_UPDATE; // WW-WR = WWR
+    } else if (early_type == PreceType::RW && later_type == PreceType::WW) {
+        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+    } else if (early_type == PreceType::RW && later_type == PreceType::RW) {
+        return AnomalyType::WAT_1_LOST_UPDATE; // RW-WW | RW-RW = RWW
+    } else if (early_type == PreceType::WR && later_type == PreceType::RW) {
+        return AnomalyType::RAT_1_INTERMEDIATE_READ; // WR-RW = WRW
+    } else if (early_type == PreceType::RW && (later_type == PreceType::WR || later_type == PreceType::WCR)) {
+        return AnomalyType::RAT_1_NON_REPEATABLE_READ; // RW-WR = RWR
+    } else if (early_type == PreceType::RW && later_type == PreceType::WCW) {
+        return AnomalyType::IAT_1_LOST_UPDATE_COMMITTED; // RW-WW(WCW) = RWW
+    } else {
+        return AnomalyType::UNKNOWN_1;
+    }
+}
+
+static AnomalyType IdentifyAnomalyDouble(const PreceType early_type, const PreceType later_type) {
+    const auto any_order = [early_type, later_type](const PreceType type1, const PreceType type2) -> std::optional<bool> {
+        if (early_type == type1 && later_type == type2) {
+            return true;
+        } else if (early_type == type2 && later_type == type1) {
+            return false;
+        } else {
+            return {};
+        }
+    };
+    if (const auto order = any_order(PreceType::WR, PreceType::WW); order.has_value()) {
+        return *order ? AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_1 : AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (any_order(PreceType::WW, PreceType::WCR)) {
+        return AnomalyType::WAT_2_DOUBLE_WRITE_SKEW_2;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WW); order.has_value()) {
+        return *order ? AnomalyType::WAT_2_READ_WRITE_SKEW_1 : AnomalyType::WAT_2_READ_WRITE_SKEW_2;
+    } else if (any_order(PreceType::WW, PreceType::WW)) {
+        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+    } else if (any_order(PreceType::WW, PreceType::WCW)) {
+        return AnomalyType::WAT_2_FULL_WRITE_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WR)) {
+        return AnomalyType::RAT_2_WRITE_READ_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WCR)) {
+        return AnomalyType::RAT_2_WRITE_READ_SKEW;
+    } else if (any_order(PreceType::WR, PreceType::WCW)) {
+        return AnomalyType::RAT_2_DOUBLE_WRITE_SKEW_COMMITTED;
+    } else if (const auto order = any_order(PreceType::RW, PreceType::WR); order.has_value()) {
+        return *order ? AnomalyType::RAT_2_READ_SKEW : AnomalyType::RAT_2_READ_SKEW_2;
+    } else if (any_order(PreceType::RW, PreceType::WCR)) {
+        return AnomalyType::RAT_2_READ_SKEW;
+    } else if (any_order(PreceType::RW, PreceType::WCW)) {
+        return AnomalyType::IAT_2_READ_WRITE_SKEW_COMMITTED;
+    } else if (any_order(PreceType::RW, PreceType::RW)) {
+        return AnomalyType::IAT_2_WRITE_SKEW;
+    } else {
+        return AnomalyType::UNKNOWN_2;
+    }
+}
+
+static AnomalyType IdentifyAnomalyMultiple(const std::vector<PreceInfo>& preces) {
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
+        return AnomalyType::WAT_STEP;
+    }
+    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
+        return AnomalyType::RAT_STEP;
+    }
+    return AnomalyType::IAT_STEP;
+}
 
 }
diff --git a/contrib/deneva/unified_concurrency_control/foo.cc b/contrib/deneva/unified_concurrency_control/foo.cc
deleted file mode 100644
index b1cf18d5..00000000
--- a/contrib/deneva/unified_concurrency_control/foo.cc
+++ /dev/null
@@ -1,22 +0,0 @@
-#include "alg_dli_identify_cycle.h"
-#include "alg_dli_identify_merge.h"
-#include "txn_dli_identify.h"
-
-int main() {
-
-    ttts::AlgManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> alg;
-    ttts::RowManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> row(1, 1);
-    ttts::TxnManager<ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE, int> txn(1);
-
-    row.Read(txn);
-    row.Prewrite(1, txn);
-    row.Write(1, txn);
-    row.Revoke(1, txn);
-
-
-    alg.Validate(txn);
-    alg.Commit(txn);
-    alg.Abort(txn);
-    alg.CheckConcurrencyTxnEmpty();
-
-}

From e0c8d22fdcd6f48142bbe0cc8c4722d374e1744d Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 26 Mar 2021 13:24:02 +0800
Subject: [PATCH 066/102] Fix skip row_manager init

---
 contrib/deneva/storage/row.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index a9502fef..bc143748 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -105,7 +105,7 @@ void row_t::init_manager(row_t * row) {
     manager = new(p) Row_unified<CC_ALG>();
 #endif
 
-#if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC && IS_GENERIC_ALG
+#if CC_ALG != HSTORE && CC_ALG != HSTORE_SPEC
     manager->init(this);
 #endif
 }

From 17950f1889000b96c8fcf99a8ebc0b802959ccae Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 26 Mar 2021 15:15:06 +0800
Subject: [PATCH 067/102] Fix CheckConcurrencyTxnEmpty slow by clean cc_txns_

---
 .../deneva/unified_concurrency_control/alg_dli_identify_merge.h  | 1 +
 1 file changed, 1 insertion(+)

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index f4fcd92c..f32734ad 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -66,6 +66,7 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         }
         // assert failed here means there is actually a cycle but we miss it
         assert(is_empty);
+        cc_txns_.clear();
     }
 
     static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)

From 90ef472c027d0d8c6e1f5a19d257fcf573b1ec3b Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Fri, 26 Mar 2021 19:46:06 +0800
Subject: [PATCH 068/102] Add all help info; fix anomaly identify

---
 .../cca/conflict_serializable_algorithm.h     |  2 +-
 src/3ts/backend/util/generic.h                | 21 +++++++++++--------
 2 files changed, 13 insertions(+), 10 deletions(-)

diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 19865b3f..de4db53b 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -357,7 +357,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
       if (count != 0) {
         std::vector<std::string> anomaly_info = AnomalyInfo(ToString(anomaly));
-        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3]<< std::endl;
+        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3] << "\n" << std::endl;
       }
     }
   }
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 7a750697..5cef3048 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -207,7 +207,6 @@ class Operation {
         if (c != '\0') {
           std::cerr << "Unknonw operation type character: " << c << ". Supported operations: R W C A" << std::endl;
         }
-        is.setstate(std::ios::failbit);
     }
     return is;
   }
@@ -321,29 +320,33 @@ class History {
       uint64_t item_num = 0;
       std::unordered_map<uint64_t, uint64_t> trans_num_map;
       std::unordered_map<uint64_t, uint64_t> item_num_map;
+      //std::set<uint64_t> trans_num_set;
+      //std::set<uint64_t> item_num_set;
       for (std::stringstream ss(s); !ss.eof() && !ss.fail();) {
         Operation operation;
         if (Operation operation; ss >> operation) {
-          operations.emplace_back(operation);
+          //opernations.emplace_back(operation);
+          //trans_num_set.insert(operation.trans_id());
           if (trans_num_map.count(operation.trans_id()) == 0) {
             trans_num_map[operation.trans_id()] = trans_num_map.size();
-            operation.SetTransId(trans_num_map[operation.trans_id()]);
-            std::cout << operation.trans_id() << std::endl;
+            //operation.SetTransId(trans_num_map[operation.trans_id()]);
           }
+          operation.SetTransId(trans_num_map[operation.trans_id()]);
           if (operation.IsPointDML()) {
+            //item_num_set.insert(operation.item_id());
             if (item_num_map.count(operation.item_id()) == 0) {
               item_num_map[operation.item_id()] = item_num_map.size();
-              operation.SetItemId(item_num_map[operation.item_id()]);
-              std::cout << operation.item_id() << std::endl;
+              //operation.SetItemId(item_num_map[operation.item_id()]);
             }
+            operation.SetItemId(item_num_map[operation.item_id()]);
           }
+          operations.emplace_back(operation);
         }
       }
+      //trans_num = trans_num_set.size();
+      //item_num = item_num_set.size();
       trans_num = trans_num_map.size();
       item_num = item_num_map.size();
-      for (auto k: item_num_map) {
-        std::cout << k.first << k.second << std::endl;
-      }
       if (ss.fail()) {
         std::cout << "Invalid history: \'" << s << "\'" << std::endl;
       } else {

From 1ee235d3aaa1f9df756b5e6362242ce952210cb7 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Fri, 26 Mar 2021 20:15:16 +0800
Subject: [PATCH 069/102] Fix unknown anomaly in DLI_IDENTIFY_2 in Deneva

---
 contrib/deneva/concurrency_control/row_unified.h             | 5 +----
 .../unified_concurrency_control/alg_dli_identify_merge.h     | 5 ++++-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/contrib/deneva/concurrency_control/row_unified.h b/contrib/deneva/concurrency_control/row_unified.h
index 97c852f3..18f42763 100644
--- a/contrib/deneva/concurrency_control/row_unified.h
+++ b/contrib/deneva/concurrency_control/row_unified.h
@@ -31,10 +31,7 @@ class Row_unified
 template <int ALG>
 void Row_unified<ALG>::init(row_t* orig_row) {
     orig_row_ = orig_row;
-    row_t* orig_row_copy = mem_allocator.construct<row_t>();
-    orig_row_copy->init(orig_row->get_table(), orig_row->get_part_id());
-    orig_row_copy->copy(orig_row);
-    row_man_ = std::make_unique<UniRowManager<ALG>>(orig_row->get_row_id(), orig_row_copy);
+    row_man_ = std::make_unique<UniRowManager<ALG>>(orig_row->get_row_id(), orig_row);
 }
 
 template <int ALG>
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index f32734ad..57a6e35d 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -86,8 +86,11 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
         } else if (p1.row_id() != p2.row_id()) {
             return IdentifyAnomalyDouble(p1.type(), p2.type());
-        } else {
+        } else if (p1.to_ver_id() < p2.to_ver_id() ||
+                  (p1.to_ver_id() == p2.to_ver_id() && p1.from_ver_id() < p2.from_ver_id())) {
             return IdentifyAnomalySingle(p1.type(), p2.type());
+        } else {
+            return IdentifyAnomalySingle(p2.type(), p1.type());
         }
     }
 

From 285379864885c12516c6c55d6e4f4f331065e566 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Sat, 27 Mar 2021 15:29:59 +0800
Subject: [PATCH 070/102] Add 3TS-DAI applet

---
 .gitignore                                    |   1 -
 src/3ts/backend/anomaly_identify.cc           | 105 +++++
 src/3ts/backend/anomaly_identify.h            | 253 +++++++++++
 .../cca/conflict_serializable_algorithm.h     | 126 +-----
 src/3ts/backend/util/generic.h                |  12 +-
 src/3ts/backend/util/generic_backup.h         | 413 ++++++++++++++++++
 6 files changed, 787 insertions(+), 123 deletions(-)
 create mode 100644 src/3ts/backend/anomaly_identify.cc
 create mode 100644 src/3ts/backend/anomaly_identify.h
 create mode 100644 src/3ts/backend/util/generic_backup.h

diff --git a/.gitignore b/.gitignore
index 66e84ace..3686e39b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,5 @@ __*
 *.o
 *.bak
 core*
-3ts
 rundb
 runcl
diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
new file mode 100644
index 00000000..e2f90ac1
--- /dev/null
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -0,0 +1,105 @@
+/*
+ * Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: farrisli@tencent.com
+ *
+ */
+#include "anomaly_identify.h"
+
+int main() {
+  Printer printer;
+  Checker checker;
+  printer.PrintStartInfo();
+  std::unordered_map<std::string, std::string> info_map = printer.InitInfoMap();
+  std::vector<std::string> anomaly_list = printer.InitAnomalyList();
+  std::unordered_map<std::string, std::string> anomaly_map = printer.InitAnomalyMap();
+  while (true) {
+    std::cout << "Please type a history for anomaly identification." << std::endl;
+    std::cout << "3ts> ";
+    std::string text = "";
+    std::getline(std::cin, text);
+    auto index_d1 = text.find("\\d");
+    auto index_d2 = text.find("definition");
+    auto index_a1 = text.find("\\a");
+    auto index_a2 = text.find("anomaly");
+    auto index_g1 = text.find("\\g");
+    auto index_g2 = text.find("algorithm");
+    auto index_t1 = text.find("\\t");
+    auto index_t2 = text.find("table");
+    auto index_A1 = text.find("authors");
+    auto index_A2 = text.find("A");
+    auto index_space = text.find_first_of(" ");
+    if ("help" == text || "h" == text) {
+        printer.PrintHelpInfo();
+    } else if ("\\q" == text || "quit" == text) {
+      break;
+    } else if (index_d1 != text.npos || index_d2 != text.npos) {
+      if (index_space != text.npos) {
+        std::string input = text.substr(index_space);
+        printer.TrimSpace(input);
+        if (info_map.count(input) == 0) {
+          printer.Print("Unknonw Definition");
+        } else {
+          printer.Print(info_map[input]);
+        }
+      } else {
+        printer.Print("Please check input format, such as \\d History");
+      }
+    } else if (index_a1 != text.npos || index_a2 != text.npos) {
+      if (index_space != text.npos) {
+        std::string input = text.substr(index_space);
+        printer.TrimSpace(input);
+        if (anomaly_map.count(input) == 0) {
+          printer.Print("Unknown Anomaly");
+        } else {
+          printer.Print(anomaly_map[input]);
+        }
+      } else {
+        printer.Print("Please check input format, such as \\a Dirty Write");
+      }
+    } else if (index_g1 != text.npos || index_g2 != text.npos) {
+      if (index_space != text.npos) {
+        std::string input = text.substr(index_space);
+        printer.TrimSpace(input);
+        if ("DLI" == input) {
+          printer.SetAlg(0);
+        } else if ("CCA" == input) {
+          printer.SetAlg(1);
+        } else if ("All" == input) {
+          printer.SetAlg(2);
+        } else {
+          printer.Print("Unknonw Algorithm");
+        }
+      } else {
+        printer.Print("Please check input format, such as \\g DLI");
+      }
+    } else if (index_t1 != text.npos || index_t2 != text.npos) {
+      if (index_space != text.npos) {
+        std::string input = text.substr(index_space);
+        printer.TrimSpace(input);
+        if ("Anomalies" == input) {
+          printer.PrintAnomalyTableInfo(anomaly_list);
+        } else {
+          printer.Print("Unknonw Table");
+        }
+      }
+    } else if (index_A1 != text.npos || index_A2 != text.npos) {
+      printer.PrintAuthorInfo();
+    } else {
+        if (printer.Alg() == 0) {
+          checker.ExecDLI(text);
+        } else if (printer.Alg() == 1) {
+          // to do
+        } else if (printer.Alg() == 2) {
+         // to do
+        } else {
+          printer.Print("alg has Unknonw value");
+        }
+    }
+  }
+  return 0;
+}
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
new file mode 100644
index 00000000..243e431d
--- /dev/null
+++ b/src/3ts/backend/anomaly_identify.h
@@ -0,0 +1,253 @@
+/*
+ * Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: farrisli@tencent.com
+ *
+ */
+#include <iostream>
+#include <map>
+#include <unordered_map>
+#include "util/generic.h"
+#include "cca/conflict_serializable_algorithm.h"
+
+class Printer {
+public:
+  std::unordered_map<std::string, std::string> InitInfoMap() {
+    std::unordered_map<std::string, std::string> info_map;
+    info_map["History"] = "The sequence of operations that produces the data anomaly, one history contains several operations.";
+    info_map["Operation"] = "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> R: Read, W: Write, C: Commit, A: Aort\n    Transaction ID -> such as 0 1 2 ...\n    Data Item -> such as a b c ...";
+    info_map["WAT"] = "There is a WW partial order in the ring.";
+    info_map["RAT"] = "There is a WR or WCR partial order in the ring.";
+    info_map["IAT"] = "Anomalies other than WAT and RAT.";
+    info_map["SDA"] = "Two transactions occur in a single variable.";
+    info_map["DDA"] = "Two transactions occur in a double variable.";
+    info_map["MDA"] = "Two transactions occur in a multi variable.";
+
+    return info_map;
+  }
+
+  std::unordered_map<std::string, std::string> InitAnomalyMap() {
+    std::unordered_map<std::string, std::string> anomaly_map;
+    anomaly_map["DirtyWrite"] =         "WAT   SDA   'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]";
+    anomaly_map["LostUpdate"] =         "WAT   SDA   'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]";
+    anomaly_map["LostSelfUpdate"] =     "WAT   SDA   'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]";
+    anomaly_map["Full-Write"] =         "WAT   SDA   'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]";
+    anomaly_map["Read-WriteSkew1"] =    "WAT   DDA   'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+    anomaly_map["Read-WriteSkew2"] =    "WAT   DDA   'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+    anomaly_map["Double-WriteSkew1"] =  "WAT   DDA   'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
+    anomaly_map["Double-WriteSkew2"] =  "WAT   DDA   'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+    anomaly_map["Full-WriteSkew"] =     "WAT   DDA   'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+    anomaly_map["StepWAT"] =            "WAT   MDA   'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]...";
+    anomaly_map["DirtyRead"] =          "RAT   SDA   'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]";
+    anomaly_map["UnrepeatableRead"] =   "RAT   SDA   'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]";
+    anomaly_map["IntermediateRead"] =   "RAT   SDA   'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]";
+    anomaly_map["ReadSkew"] =           "RAT   DDA   'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+    anomaly_map["ReadSkew2"] =          "RAT   DDA   'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
+    anomaly_map["Write-ReadSkew"] =     "RAT   DDA   'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
+    anomaly_map["StepRAT"] =            "RAT   MDA   'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
+    anomaly_map["WriteSkew"] =          "IAT   DDA   'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+    anomaly_map["StepIAT"] =            "IAT   MDA   'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
+
+    return anomaly_map;
+  }
+
+  std::vector<std::string> InitAnomalyList() {
+    std::vector<std::string> anomaly_list;
+    anomaly_list.emplace_back("Dirty Write          WAT   SDA      'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]");
+    anomaly_list.emplace_back("Lost Update          WAT   SDA      'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]");
+    anomaly_list.emplace_back("Lost Self Update     WAT   SDA      'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]");
+    anomaly_list.emplace_back("Full-Write           WAT   SDA      'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]");
+    anomaly_list.emplace_back("Read-Write Skew 1    WAT   DDA      'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Read-Write Skew 2    WAT   DDA      'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]");
+    anomaly_list.emplace_back("Double-Write Skew 1  WAT   DDA      'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Double-Write Skew 2  WAT   DDA      'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Full-Write Skew      WAT   DDA      'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Step WAT             WAT   MDA      'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]...");
+    anomaly_list.emplace_back("");
+    anomaly_list.emplace_back("Dirty Read           RAT   SDA      'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]");
+    anomaly_list.emplace_back("Unrepeatable Read    RAT   SDA      'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]");
+    anomaly_list.emplace_back("Intermediate Read    RAT   SDA      'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]");
+    anomaly_list.emplace_back("Read Skew            RAT   DDA      'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]");
+    anomaly_list.emplace_back("Read Skew 2          RAT   DDA      'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Write-Read Skew      RAT   DDA      'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]");
+    anomaly_list.emplace_back("Step RAT             RAT   MDA      'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)");
+    anomaly_list.emplace_back("");
+    anomaly_list.emplace_back("Write Skew           IAT   DDA      'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]");
+    anomaly_list.emplace_back("Step IAT             IAT   MDA      'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)");
+    return anomaly_list;
+
+  }
+
+  void Print(const std::string& info) {
+      std::cout << info << std::endl;
+      std::cout << std::endl;
+  }
+
+  void PrintAnomalyTableInfo(std::vector<std::string>& anomaly_list) {
+    std::cout << "DA Name               Type  SubType   History Example                             Definition" << std::endl;
+    std::cout << "-------------------------------------------------------------------------------------------------------------" << std::endl;
+    for (auto info : anomaly_list) {
+        std::cout << info << std::endl;
+    }
+    std::cout << "-------------------------------------------------------------------------------------------------------------\n" << std::endl;
+  }
+
+  void PrintStartInfo() {
+    std::cout << "Welcome to the 3TS-DAI." << std::endl;
+    std::cout << "version: 1.0.0" << std::endl;
+    std::cout << "Tencent is pleased to support the open source community by making 3TS available.\n" << std::endl;
+    std::cout << "For information about 3TS-DAI(Tencent Transaction Processing Tested System-Data Anomaly Identify) products and services, visit:\n    https://github.com/Tencent/3TS\n" << std::endl;
+    std::cout << "Type 'help' or 'h' for help.\n" << std::endl;
+  }
+
+  void PrintAuthorInfo() {
+    std::cout << "Authors:" << std::endl;
+    std::cout << "Chang Liu" << std::endl;
+    std::cout << "Yu Li" << std::endl;
+    std::cout << "HaiXiang Li" << std::endl;
+    std::cout << std::endl;
+  }
+
+  void PrintHelpInfo() {
+    std::cout << "List of all 3TS-DAI commands:" << std::endl;
+    std::cout << "definition   (\\d) Output precise definitions of History and Anomaly, including History Operation WAT RAT IAT SDA DDA MDA, such as '\\d WAT'" << std::endl;
+    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI CCA ALL, such as '\\g DLI'" << std::endl;
+    std::cout << "anomaly      (\\a) Output history sequence of anomaly, including " << std::endl;
+    std::cout << "                  WAT: Dirty Write, Lost Update, Lost Self Update, Full-Write, Read-Write Skew 1, Read-Write Skew 2, Double-Write Skew 1, Double-Write Skew 2, Full-Write Skew, Step WAT" << std::endl;
+    std::cout << "                  RAT: Dirty Read, Unrepeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;
+    std::cout << "                  IAT: Write Skew, Step IAT" << std::endl;
+    std::cout << "                  such as '\\a Dirty Write'" << std::endl;
+    std::cout << "table        (\\t) Output table information, including anomaly, such as '\\t Anomalies'" << std::endl;
+    std::cout << "authors      (\\A) Output author information" << std::endl;
+    std::cout << "quit         (\\q) quit 3TS-DAI, such as '\\q'" << std::endl;
+    std::cout << std::endl;
+  }
+
+  void TrimSpace(std::string& str) {
+      auto itor = remove_if(str.begin(), str.end(), ::isspace);
+      str.erase(itor, str.end());
+  }
+
+  int Alg() {return alg_;};
+
+  void SetAlg(const int alg) {alg_ = alg;};
+
+private:
+  int alg_ = 0; //0: DLI 1: 2:ALL
+};
+
+class Checker {
+public:
+  void ExecDLI(std::string text) {
+    ttts::History history;
+    std::istringstream is(text);
+    if ((is >> history)) {
+      ttts::ConflictSerializableAlgorithm<true> alg;
+      const std::optional<ttts::AnomalyType> anomaly = alg.GetAnomaly(history, nullptr);
+      if (!anomaly) {
+        std::cout << "No Data Anomaly\n" << std::endl;
+      } else {
+        const std::vector<std::string> anomaly_info = AnomalyInfo(ttts::ToString(anomaly.value()));
+        std::cout << "DLI's Identification Result:" << std::endl;
+        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3] << "\n" <<   std::endl;
+      }
+    }
+  }
+
+    std::vector<std::string> AnomalyInfo(const std::string& anomaly) {
+      auto index = anomaly.find_first_of("_");
+      std::vector<std::string> anomaly_info;
+      if (index != anomaly.npos) {
+        // get anomaly_type
+        anomaly_info.emplace_back(anomaly.substr(0, index));
+        // get anomaly_subtype
+        std::string anomaly_subtype = "";
+        std::string m = anomaly.substr(index + 1, 1);
+        if ("1" == m) {
+          anomaly_subtype = "SDA";
+        } else if ("2" == m) {
+          anomaly_subtype = "DDA";
+        } else {
+          anomaly_subtype = "MDA";
+        }
+        anomaly_info.emplace_back(anomaly_subtype);
+        // get anomaly_name
+        std::string name = anomaly.substr(index + 3);
+        int is_head = 0;
+        for (int i = 0;i < name.size();i++) {
+          if (i == 0) {
+            continue;
+          }
+          if (name[i] == '_') {
+            name[i] = 32;
+            is_head = 1;
+            continue;
+          }
+          if (is_head == 1) {
+            is_head = 0;
+            continue;
+          }
+          if (name[i] >= 'A' && name[i] <= 'Z') {
+              name[i] += 32;
+          }
+        }
+        anomaly_info.emplace_back(name);
+        // get anomaly_format
+        std::string format = "";
+        if ("Dirty Write" == name) {
+          format = "Wi[xm]...Wj[xm+1]";
+        } else if ("Full Write" == name) {
+          format = "Wi[xm]...Wj[xm+1]...Wi[xm+2]";
+        } else if ("Lost Self Update" == name) {
+          format = "Wi[xm]...Wj[xm+1]...Ri[xm+1]";
+        } else if ("Lost Update" == name) {
+          format = "Ri[xm]...Wj[xm+1]...Wi[xm+2]";
+        } else if ("Double Write Skew 1" == name) {
+          format = "Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
+        } else if ("Double Write Skew 2" == name) {
+          format = "Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+        } else if ("Read Write Skew 1" == name) {
+          format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+        } else if ("Read Write Skew 2" == name) {
+          format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+        } else if ("Full Write Skew" == name) {
+          format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+        } else if ("WAT_STEP" == anomaly) {
+          format = "...Wi[xm]...Wj[xm+1]...";
+        } else if ("Dirty Read" == name) {
+          format = "Wi[xm]...Rj[xm+1]";
+        } else if ("Non-Repeatable Read" == name) {
+          format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
+        } else if ("Intermediate Reads" == name) {
+          format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
+        } else if ("Write Read Skew" == name) {
+          format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
+        } else if ("DOUBLE_WRITE_SKEW_COMMITTED" == name) {
+          format = "Wi[xm]...Rj[xm+1]...Wj[yn]...Wi[yn+1]";
+        } else if ("Read Skew" == name) {
+          format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+        } else if ("Read Skew 2" == name) {
+          format = "Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
+        } else if ("RAT_STEP" == anomaly) {
+          format = "...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
+        } else if ("LOST_UPDATE_COMMITTED" == name) {
+          format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+        } else if ("READ_WRITE_SKEW_COMMITTED" == name) {
+          format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+        } else if ("Write Skew" == name) {
+          format = "Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+        } else if ("IAT_STEP" == anomaly) {
+          format = "...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
+        }
+        anomaly_info.emplace_back(format);
+      } else {
+        std::cerr << "get AnomalyType failed" << std::endl;
+      }
+      return anomaly_info;
+    }
+};
+
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 19865b3f..5cf07f0c 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -314,9 +314,9 @@ template <bool IDENTIFY_ANOMALY>
 class ConflictSerializableAlgorithm : public HistoryAlgorithm {
  public:
   ConflictSerializableAlgorithm() : HistoryAlgorithm(IDENTIFY_ANOMALY ? "DLI_IDENTIFY OK" : "Conflict Serializable"), anomaly_counts_{0}, no_anomaly_count_(0) {}
-  virtual ~ConflictSerializableAlgorithm(){}
+  virtual ~ConflictSerializableAlgorithm() {}
 
-  void Statistics() const override{
+  void Statistics() const override {
     if (!IDENTIFY_ANOMALY) { return; }
     std::cout.setf(std::ios::right);
     std::cout.precision(4);
@@ -345,116 +345,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     std::cout << "=== DLI_IDENTIFY END ===" << std::endl;
   }
 
-  void PrintOneHisRetInfo() {
-
-    const auto anomaly_count = std::accumulate(anomaly_counts_.begin(), anomaly_counts_.end(), 0);
-
-    std::vector<std::pair<AnomalyType, uint32_t>> sorted_anomaly_counts_;
-    for (const auto anomaly : Members<AnomalyType>()) {
-      sorted_anomaly_counts_.emplace_back(anomaly, anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
-    }
-    std::sort(sorted_anomaly_counts_.begin(), sorted_anomaly_counts_.end(), [](auto&& _1, auto&& _2) { return _1.second > _2.second; });
-    for (const auto& [anomaly, count] : sorted_anomaly_counts_) {
-      if (count != 0) {
-        std::vector<std::string> anomaly_info = AnomalyInfo(ToString(anomaly));
-        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3]<< std::endl;
-      }
-    }
-  }
-
-  std::vector<std::string> AnomalyInfo(const std::string& anomaly) {
-    auto index = anomaly.find_first_of("_");
-    std::vector<std::string> anomaly_info;
-    if (index != anomaly.npos) {
-      // get anomaly_type
-      anomaly_info.emplace_back(anomaly.substr(0, index));
-      // get anomaly_subtype
-      std::string anomaly_subtype = "";
-      std::string m = anomaly.substr(index + 1, 1);
-      if ("1" == m) {
-        anomaly_subtype = "SDA";
-      } else if ("2" == m) {
-        anomaly_subtype = "DDA";
-      } else {
-        anomaly_subtype = "MDA";
-      }
-      anomaly_info.emplace_back(anomaly_subtype);
-      // get anomaly_name
-      std::string name = anomaly.substr(index + 3);
-      int is_head = 0;
-      for (int i = 0;i < name.size();i++) {
-        if (i == 0) {
-          continue;
-        }
-        if (name[i] == '_') {
-          name[i] = 32;
-          is_head = 1;
-          continue;
-        }
-        if (is_head == 1) {
-          is_head = 0;
-          continue;
-        }
-        if (name[i] >= 'A' && name[i] <= 'Z') {
-            name[i] += 32;
-        }
-      }
-      anomaly_info.emplace_back(name);
-      // get anomaly_format
-      std::string format = "";
-      if ("Dirty Write" == name) {
-        format = "Wi[xm]...Wj[xm+1]";
-      } else if ("Full Write" == name) {
-        format = "Wi[xm]...Wj[xm+1]...Wi[xm+2]";
-      } else if ("Lost Self Update" == name) {
-        format = "Wi[xm]...Wj[xm+1]...Ri[xm+1]";
-      } else if ("Lost Update" == name) {
-        format = "Ri[xm]...Wj[xm+1]...Wi[xm+2]";
-      } else if ("Double Write Skew 1" == name) {
-        format = "Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
-      } else if ("Double Write Skew 2" == name) {
-        format = "Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-      } else if ("Read Write Skew 1" == name) {
-        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-      } else if ("Read Write Skew 2" == name) {
-        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-      } else if ("Full Write Skew" == name) {
-        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-      } else if ("WAT_STEP" == anomaly) {
-        format = "...Wi[xm]...Wj[xm+1]...";
-      } else if ("Dirty Read" == name) {
-        format = "Wi[xm]...Rj[xm+1]";
-      } else if ("Non-Repeatable Read" == name) {
-        format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
-      } else if ("Intermediate Reads" == name) {
-        format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
-      } else if ("Write Read Skew" == name) {
-        format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
-      } else if ("DOUBLE_WRITE_SKEW_COMMITTED" == name) {
-        format = "Wi[xm]...Rj[xm+1]...Wj[yn]...Wi[yn+1]";
-      } else if ("Read Skew" == name) {
-        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-      } else if ("Read Skew 2" == name) {
-        format = "Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
-      } else if ("RAT_STEP" == anomaly) {
-        format = "...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
-      } else if ("LOST_UPDATE_COMMITTED" == name) {
-        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
-      } else if ("READ_WRITE_SKEW_COMMITTED" == name) {
-        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
-      } else if ("Write Skew" == name) {
-        format = "Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-      } else if ("IAT_STEP" == anomaly) {
-        format = "...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
-      }
-      anomaly_info.emplace_back(format);
-    } else {
-      std::cerr << "get AnomalyType failed" << std::endl;
-    }
-    return anomaly_info;
-  }
-
-  virtual bool Check(const History& history, std::ostream* const os) const override {
+  std::optional<AnomalyType> GetAnomaly(const History& history, std::ostream* const os) const {
     ConflictGraph graph(history.trans_num());
     std::vector<std::set<uint64_t>> read_trans_set_for_items(history.item_num());
     std::vector<std::set<uint64_t>> write_trans_set_for_items(history.item_num());
@@ -499,11 +390,20 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
       const auto anomaly = IdentifyAnomaly_(cycle.preces());
       TRY_LOG(os) << "[" << anomaly << "] " << cycle;
       ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+      return anomaly;
     } else {
       ++no_anomaly_count_;
+      return {};
     }
+  }
 
-    return !has_cycle;
+  virtual bool Check(const History& history, std::ostream* const os) const override {
+      std::optional<AnomalyType> anomaly = GetAnomaly(history, os);
+      if (anomaly) {
+        return false;
+      } else {
+        return true;
+      }
   }
 
  private:
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 7a750697..96ce05fd 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -207,7 +207,6 @@ class Operation {
         if (c != '\0') {
           std::cerr << "Unknonw operation type character: " << c << ". Supported operations: R W C A" << std::endl;
         }
-        is.setstate(std::ios::failbit);
     }
     return is;
   }
@@ -324,26 +323,21 @@ class History {
       for (std::stringstream ss(s); !ss.eof() && !ss.fail();) {
         Operation operation;
         if (Operation operation; ss >> operation) {
-          operations.emplace_back(operation);
           if (trans_num_map.count(operation.trans_id()) == 0) {
             trans_num_map[operation.trans_id()] = trans_num_map.size();
-            operation.SetTransId(trans_num_map[operation.trans_id()]);
-            std::cout << operation.trans_id() << std::endl;
           }
+          operation.SetTransId(trans_num_map[operation.trans_id()]);
           if (operation.IsPointDML()) {
             if (item_num_map.count(operation.item_id()) == 0) {
               item_num_map[operation.item_id()] = item_num_map.size();
-              operation.SetItemId(item_num_map[operation.item_id()]);
-              std::cout << operation.item_id() << std::endl;
             }
+            operation.SetItemId(item_num_map[operation.item_id()]);
           }
+          operations.emplace_back(operation);
         }
       }
       trans_num = trans_num_map.size();
       item_num = item_num_map.size();
-      for (auto k: item_num_map) {
-        std::cout << k.first << k.second << std::endl;
-      }
       if (ss.fail()) {
         std::cout << "Invalid history: \'" << s << "\'" << std::endl;
       } else {
diff --git a/src/3ts/backend/util/generic_backup.h b/src/3ts/backend/util/generic_backup.h
new file mode 100644
index 00000000..0373cf35
--- /dev/null
+++ b/src/3ts/backend/util/generic_backup.h
@@ -0,0 +1,413 @@
+/*
+ * Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(Intensity)
+ENUM_MEMBER(Intensity, NONE_HAVE)
+ENUM_MEMBER(Intensity, ALL_HAVE)
+ENUM_MEMBER(Intensity, NO_LIMIT)
+ENUM_END(Intensity)
+
+ENUM_BEGIN(TclPosition)
+ENUM_MEMBER(TclPosition, TAIL)
+ENUM_MEMBER(TclPosition, ANYWHERE)
+ENUM_MEMBER(TclPosition, NOWHERE)
+ENUM_END(TclPosition)
+
+#endif
+#endif
+#endif
+
+#ifndef UTIL_GENERIC_H
+#define UTIL_GENERIC_H
+#include <sys/time.h>
+#include <unistd.h>
+
+#include <algorithm>
+#include <atomic>
+#include <cassert>
+#include <fstream>
+#include <functional>
+#include <iomanip>
+#include <iostream>
+#include <list>
+#include <map>
+#include <memory>
+#include <mutex>
+#include <optional>
+#include <random>
+#include <set>
+#include <sstream>
+#include <string>
+#include <type_traits>
+#include <unordered_map>
+#include <unordered_set>
+#include <variant>
+#include <vector>
+
+namespace ttts {
+
+enum Anomally {
+  // I, II
+  DIRTY_WRITE,
+  EDGE_CROESS,
+  LOST_UPDATE,
+  READ_SKEW,
+  READ_WRITE_SKEW,
+  THREE_TRANS_WRITE_SKEW,
+  MULTI_TRANS_ANOMALY,
+  // WSI
+  WRITE_SKEW,
+  WW_CONFLICT,
+  // SSI
+  RW_CONFLICT,
+  // BOCC FOCC UNKNOWN
+  UNKNOWN
+};
+
+std::unordered_map<int, std::string> Anomally2Name = {
+    // I, II
+    {DIRTY_WRITE, "DIRTY_WRITE"},
+    {EDGE_CROESS, "EDGE_CROESS"},
+    {LOST_UPDATE, "LOST_UPDATE"},
+    {READ_SKEW, "READ_SKEW"},
+    {READ_WRITE_SKEW, "READ_WRITE_SKEW"},
+    {THREE_TRANS_WRITE_SKEW, "THREE_TRANS_WRITE_SKEW"},
+    {MULTI_TRANS_ANOMALY, "MULTI_TRANS_ANOMALY"},
+    // WSI
+    {WRITE_SKEW, "WRITE_SKEW"},
+    {WW_CONFLICT, "WW_CONFLICT"},
+    // SSI
+    {RW_CONFLICT, "RW_CONFLICT"},
+    // BOCC FOCC UNKNOWN
+    {UNKNOWN, "UNKNOWN"}};
+
+std::ostream& operator<<(std::ostream& os, const Anomally e) {
+  switch (e) {
+    case DIRTY_WRITE:
+      return os << "DIRTY_WRITE";
+    case EDGE_CROESS:
+      return os << "EDGE_CROESS";
+    case LOST_UPDATE:
+      return os << "LOST_UPDATE";
+    case READ_SKEW:
+      return os << "READ_SKEW";
+    case READ_WRITE_SKEW:
+      return os << "READ_WRITE_SKEW";
+    case THREE_TRANS_WRITE_SKEW:
+      return os << "THREE_TRANS_WRITE_SKEW";
+    case MULTI_TRANS_ANOMALY:
+      return os << "MULTI_TRANS_ANOMALY";
+    case WRITE_SKEW:
+      return os << "WRITE_SKEW";
+    case WW_CONFLICT:
+      return os << "WW_CONFLICT";
+    case RW_CONFLICT:
+      return os << "RW_CONFLICT";
+    default:
+      return os << "UNKNOWN";
+  }
+}
+
+enum class SerializeReadPolicy { UNCOMMITTED_READ, COMMITTED_READ, REPEATABLE_READ, SI_READ };
+
+class Operation {
+ public:
+  enum class Type : char {
+    UNKNOWN = '?',
+    READ = 'R',
+    WRITE = 'W',
+    COMMIT = 'C',
+    ABORT = 'A',
+    SCAN_ODD = 'S'
+  };
+  using ReadTypeConstant = std::integral_constant<Type, Type::READ>;
+  using WriteTypeConstant = std::integral_constant<Type, Type::WRITE>;
+  using CommitTypeConstant = std::integral_constant<Type, Type::COMMIT>;
+  using AbortTypeConstant = std::integral_constant<Type, Type::ABORT>;
+  using ScanOddTypeConstant = std::integral_constant<Type, Type::SCAN_ODD>;
+  Operation() : type_(Type::UNKNOWN), trans_id_(0) {}
+  Operation(const std::integral_constant<Type, Type::COMMIT> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::ABORT> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::SCAN_ODD> dtl_type, const uint64_t trans_id)
+    : type_(dtl_type.value), trans_id_(trans_id) {}
+  Operation(const std::integral_constant<Type, Type::READ> dml_type, const uint64_t trans_id,
+            const uint64_t item_id, const std::optional<uint64_t> version = {})
+      : type_(dml_type.value), trans_id_(trans_id), item_id_(item_id), version_(version) {}
+  Operation(const std::integral_constant<Type, Type::WRITE> dml_type, const uint64_t trans_id,
+            const uint64_t item_id, const std::optional<uint64_t> version = {})
+      : type_(dml_type.value), trans_id_(trans_id), item_id_(item_id), version_(version) {}
+  Operation& operator=(const Operation& operation) = default;
+  virtual ~Operation() {}
+
+  Type type() const { return type_; }
+  uint64_t trans_id() const { return trans_id_; }
+  uint64_t item_id() const { return item_id_.value(); }
+  uint64_t version() const { return version_.value(); }
+  void SetTransId(uint64_t trans_id) { trans_id_ = trans_id; }
+  void SetItemId(const uint64_t item_id) {
+    if (IsTCL()) {
+      throw "TCL operations update item id is meaningless";
+    }
+    item_id_ = item_id;
+  }
+  void UpdateVersion(const uint64_t version) {
+    if (IsTCL()) {
+      throw "DML operations update version is meaningless";
+    }
+    version_ = version;
+  }
+
+  friend std::ostream& operator<<(std::ostream& os, const Operation& operation) {
+    os << static_cast<char>(operation.type_) << operation.trans_id_;
+    if (operation.IsPointDML()) {
+      if (operation.item_id_.value() >= 26) {
+        throw "Not support item_id equal or larger than 26 yet";
+      }
+      os << static_cast<char>('a' + operation.item_id_.value());
+    }
+
+    return os;
+  }
+
+  friend std::istream& operator>>(std::istream& is, Type& type) {
+    char c;
+    is >> c;
+    switch (c) {
+      case 'W':
+        type = Operation::Type::WRITE;
+        break;
+      case 'R':
+        type = Operation::Type::READ;
+        break;
+      case 'C':
+        type = Operation::Type::COMMIT;
+        break;
+      case 'A':
+        type = Operation::Type::ABORT;
+        break;
+      case 'S':
+        type = Operation::Type::SCAN_ODD;
+        break;
+      default:
+        type = Operation::Type::UNKNOWN;
+        if (c != '\0') {
+          std::cerr << "Unknonw operation type character: " << c << ". Supported operations: R W C A" << std::endl;
+        }
+        is.setstate(std::ios::failbit);
+        return is;
+    }
+    return is;
+  }
+
+  friend std::istream& operator>>(std::istream& is, Operation& operation) {
+    if (!(is >> operation.type_)) {
+      is.setstate(std::ios::failbit);
+      return is;
+    }
+    if (!(is >> operation.trans_id_)) {
+      is.setstate(std::ios::failbit);
+      std::cerr << "Transaction ID character must be a number" << std::endl;
+      return is;
+    }
+    if (char item_c; operation.type_ == Type::WRITE || operation.type_ == Type::READ) {
+      if (!(is >> item_c) || !std::islower(item_c)) {
+        is.setstate(std::ios::failbit);
+        std::cerr << "Data Item must be lowercase letter" << std::endl;
+        return is;
+      }
+      operation.item_id_ = item_c - 'a';
+    }
+    return is;
+  }
+
+  bool IsPointDML() const { return IsPointDML(type_); }
+  bool IsTCL() const { return IsTCL(type_); }
+  static bool IsPointDML(const Type& type) { return type == Type::READ || type == Type::WRITE; }
+  static bool IsTCL(const Type& type) { return type == Type::COMMIT || type == Type::ABORT; }
+  // surport std::map
+  bool operator<(const Operation& r) const {
+    if (trans_id() == r.trans_id()) {
+      uint64_t l_item_id = item_id_.has_value() ? item_id() : -1;
+      uint64_t r_item_id = r.item_id_.has_value() ? r.item_id() : -1;
+      if (l_item_id == r_item_id) {
+        uint64_t l_version = version_.has_value() ? version() : -1;
+        uint64_t r_version = r.version_.has_value() ? r.version() : -1;
+        if (l_version == r_version) return type() < r.type();
+        return l_version < r.version();
+      }
+      return l_item_id < r_item_id;
+    }
+    return trans_id() < r.trans_id();
+  }
+
+ private:
+  Type type_;
+  uint64_t trans_id_;
+  std::optional<uint64_t> item_id_;
+  std::optional<uint64_t> version_;  // version_ identify a unique version, but it CANNOT be
+                                     // compared to judge new or old
+};
+
+class History {
+ public:
+  History() : History(0, 0, {}) {}
+  History(const uint64_t trans_num, const uint64_t item_num,
+          const std::vector<Operation>& operations)
+      : trans_num_(trans_num),
+        item_num_(item_num),
+        operations_(operations),
+        abort_trans_num_(0),
+        anomaly_name_("") {}
+  History(const uint64_t trans_num, const uint64_t item_num, std::vector<Operation>&& operations)
+      : trans_num_(trans_num),
+        item_num_(item_num),
+        operations_(operations),
+        abort_trans_num_(0),
+        anomaly_name_("") {}
+  History(const uint64_t trans_num, const uint64_t item_num,
+          const std::vector<Operation>& operations, const uint64_t abort_trans_num)
+      : trans_num_(trans_num),
+        item_num_(item_num),
+        operations_(operations),
+        abort_trans_num_(abort_trans_num),
+        anomaly_name_("") {}
+  History(History&& history) = default;
+  History(const History& history) = default;
+  ~History() {}
+
+  History& operator=(History&& history) = default;
+  History operator+(const History& history) const {
+    std::vector<Operation> new_operations = operations_;
+    for (const auto& operation : history.operations_) {
+      new_operations.push_back(operation);
+    }
+    return History(std::max(trans_num_, history.trans_num_), std::max(item_num_, history.item_num_),
+        std::move(new_operations), abort_trans_num_ + history.abort_trans_num_);
+  }
+  std::vector<Operation>& operations() { return operations_; }
+  const std::vector<Operation>& operations() const { return operations_; }
+  uint64_t trans_num() const { return trans_num_; }
+  uint64_t abort_trans_num() const { return abort_trans_num_; }
+  uint64_t item_num() const { return item_num_; }
+  size_t size() const { return operations_.size(); }
+  void set_anomaly_name(const std::string& anomaly_name) { anomaly_name_ = anomaly_name; }
+  std::string anomaly_name() const { return anomaly_name_; }
+  friend std::ostream& operator<<(std::ostream& os, const History& history) {
+    for (const Operation& operation : history.operations_) {
+      os << operation << ' ';
+    }
+    return os;
+  }
+
+  friend std::istream& operator>>(std::istream& is, History& history) {
+    std::string s;
+    if (std::getline(is, s)) {
+      std::stringstream ss(s);
+      std::vector<Operation> operations;
+      uint64_t trans_num = 0;
+      uint64_t item_num = 0;
+      //std::unordered_map<uint64_t, uint64_t> trans_num_map;
+      //std::unordered_map<uint64_t, uint64_t> item_num_map;
+      std::set<uint64_t> trans_num_set;
+      std::set<uint64_t> item_num_set;
+      for (std::stringstream ss(s); !ss.eof() && !ss.fail();) {
+        Operation operation;
+        if (Operation operation; ss >> operation) {
+          operations.emplace_back(operation);
+          trans_num_set.insert(operation.trans_id());
+          /*
+          if (trans_num_map.count(operation.trans_id()) == 0) {
+            trans_num_map[operation.trans_id()] = trans_num_map.size();
+            operation.SetTransId(trans_num_map[operation.trans_id()]);
+          }*/
+          if (operation.IsPointDML()) {
+            item_num_set.insert(operation.item_id());
+            /*
+            if (item_num_map.count(operation.item_id()) == 0) {
+              item_num_map[operation.item_id()] = item_num_map.size();
+              //operation.SetItemId(item_num_map[operation.item_id()]);
+            }*/
+          }
+        }
+        //operations.emplace_back(operation);
+      }
+      trans_num = trans_num_set.size();
+      item_num = item_num_set.size();
+      //trans_num = trans_num_map.size();
+      //item_num = item_num_map.size();
+      if (ss.fail()) {
+        std::cout << "Invalid history: \'" << s << "\'" << std::endl;
+      } else {
+        history = History(trans_num, item_num, operations);
+      }
+    }
+    return is;
+  }
+
+  Operation& operator[](const size_t index) { return operations_[index]; }
+
+  void UpdateWriteVersions() {
+    std::vector<uint64_t> item_version(item_num_, 0);
+    for (Operation& operation : operations_) {
+      if (operation.type() == Operation::Type::WRITE) {
+        operation.UpdateVersion(++item_version[operation.item_id()]);
+      }
+    }
+  }
+
+  // update write version, clean up read version
+  void FillWriteVersions() {
+    std::vector<uint64_t> item_version(item_num_, 0);
+    for (Operation& operation : operations_) {
+      if (operation.type() == Operation::Type::WRITE) {
+        operation.UpdateVersion(++item_version[operation.item_id()]);
+      } else if (operation.type() == Operation::Type::READ) {
+        operation.UpdateVersion(-1);  // clear read version as -1
+      }
+    }
+  }
+
+ private:
+  uint64_t trans_num_;
+  uint64_t abort_trans_num_;
+  uint64_t item_num_;
+  std::vector<Operation> operations_;
+  std::string anomaly_name_;
+};
+
+#define ENUM_FILE "./generic.h"
+#include "extend_enum.h"
+
+struct Options {
+  uint64_t trans_num;
+  uint64_t item_num;
+
+  uint64_t subtask_num;
+  uint64_t subtask_id;
+  uint64_t max_dml;
+
+  bool with_abort;
+  TclPosition tcl_position;
+  bool allow_empty_trans;
+  bool dynamic_history_len;
+
+  Intensity with_scan;
+  Intensity with_write;
+};
+
+}  // namespace ttts
+#endif

From e15ec8ad52b5bdf4b077936323873a7e6d0ec6ff Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Sat, 27 Mar 2021 16:56:27 +0800
Subject: [PATCH 071/102] Refactor according to comments

---
 .gitignore                                    |  2 +
 make.sh                                       |  3 +-
 src/3ts/backend/anomaly_identify.cc           | 39 ++++++++-----------
 src/3ts/backend/anomaly_identify.h            | 16 +++++---
 .../cca/conflict_serializable_algorithm.h     |  7 +---
 src/3ts/backend/util/generic.h                |  2 -
 6 files changed, 32 insertions(+), 37 deletions(-)

diff --git a/.gitignore b/.gitignore
index 3686e39b..e6c53270 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,5 @@ __*
 core*
 rundb
 runcl
+3TS
+3TS-DAI
diff --git a/make.sh b/make.sh
index 11191d79..6ddf15a6 100755
--- a/make.sh
+++ b/make.sh
@@ -1 +1,2 @@
-g++ -gdwarf-2 -std=c++17 -static-libstdc++ -o 3ts $(cd "$(dirname "$0")";pwd)/src/3ts/backend/main.cc -lgflags -lpthread -lconfig++
+g++ -gdwarf-2 -std=c++17 -static-libstdc++ -o 3TS $(cd "$(dirname "$0")";pwd)/src/3ts/backend/main.cc -lgflags -lpthread -lconfig++
+g++ -std=c++17 -g -o 3TS-DAI $(cd "$(dirname "$0")";pwd)/src/3ts/backend/anomaly_identify.cc
diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index e2f90ac1..01e1e4d0 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -22,22 +22,12 @@ int main() {
     std::cout << "3ts> ";
     std::string text = "";
     std::getline(std::cin, text);
-    auto index_d1 = text.find("\\d");
-    auto index_d2 = text.find("definition");
-    auto index_a1 = text.find("\\a");
-    auto index_a2 = text.find("anomaly");
-    auto index_g1 = text.find("\\g");
-    auto index_g2 = text.find("algorithm");
-    auto index_t1 = text.find("\\t");
-    auto index_t2 = text.find("table");
-    auto index_A1 = text.find("authors");
-    auto index_A2 = text.find("A");
-    auto index_space = text.find_first_of(" ");
     if ("help" == text || "h" == text) {
         printer.PrintHelpInfo();
     } else if ("\\q" == text || "quit" == text) {
       break;
-    } else if (index_d1 != text.npos || index_d2 != text.npos) {
+    } else if (text.find("\\d") != text.npos || text.find("definition") != text.npos) {
+      const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         printer.TrimSpace(input);
@@ -49,7 +39,8 @@ int main() {
       } else {
         printer.Print("Please check input format, such as \\d History");
       }
-    } else if (index_a1 != text.npos || index_a2 != text.npos) {
+    } else if (text.find("\\a") != text.npos || text.find("anomaly") != text.npos) {
+      const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         printer.TrimSpace(input);
@@ -61,23 +52,25 @@ int main() {
       } else {
         printer.Print("Please check input format, such as \\a Dirty Write");
       }
-    } else if (index_g1 != text.npos || index_g2 != text.npos) {
+    } else if (text.find("\\g") != text.npos || text.find("algorithm") != text.npos) {
+      const auto index_space = text.find_first_of(" "); 
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         printer.TrimSpace(input);
         if ("DLI" == input) {
-          printer.SetAlg(0);
-        } else if ("CCA" == input) {
-          printer.SetAlg(1);
+          printer.SetAlg(AlgType::DLI);
+        } else if ("DLI2" == input) {
+          printer.SetAlg(AlgType::DLI2);
         } else if ("All" == input) {
-          printer.SetAlg(2);
+          printer.SetAlg(AlgType::ALL);
         } else {
           printer.Print("Unknonw Algorithm");
         }
       } else {
         printer.Print("Please check input format, such as \\g DLI");
       }
-    } else if (index_t1 != text.npos || index_t2 != text.npos) {
+    } else if (text.find("\\t") != text.npos || text.find("table") != text.npos) {
+      const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         printer.TrimSpace(input);
@@ -87,14 +80,14 @@ int main() {
           printer.Print("Unknonw Table");
         }
       }
-    } else if (index_A1 != text.npos || index_A2 != text.npos) {
+    } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
       printer.PrintAuthorInfo();
     } else {
-        if (printer.Alg() == 0) {
+        if (printer.Alg() == AlgType::DLI) {
           checker.ExecDLI(text);
-        } else if (printer.Alg() == 1) {
+        } else if (printer.Alg() == AlgType::DLI2) {
           // to do
-        } else if (printer.Alg() == 2) {
+        } else if (printer.Alg() == AlgType::ALL) {
          // to do
         } else {
           printer.Print("alg has Unknonw value");
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 243e431d..81031bbb 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -14,6 +14,12 @@
 #include "util/generic.h"
 #include "cca/conflict_serializable_algorithm.h"
 
+enum class AlgType {
+  DLI,
+  DLI2,
+  ALL
+};
+
 class Printer {
 public:
   std::unordered_map<std::string, std::string> InitInfoMap() {
@@ -122,7 +128,7 @@ class Printer {
     std::cout << "                  IAT: Write Skew, Step IAT" << std::endl;
     std::cout << "                  such as '\\a Dirty Write'" << std::endl;
     std::cout << "table        (\\t) Output table information, including anomaly, such as '\\t Anomalies'" << std::endl;
-    std::cout << "authors      (\\A) Output author information" << std::endl;
+    std::cout << "authors      (\\A) Output author information, such as '\\A'" << std::endl;
     std::cout << "quit         (\\q) quit 3TS-DAI, such as '\\q'" << std::endl;
     std::cout << std::endl;
   }
@@ -132,12 +138,12 @@ class Printer {
       str.erase(itor, str.end());
   }
 
-  int Alg() {return alg_;};
+  AlgType Alg() { return alg_; };
 
-  void SetAlg(const int alg) {alg_ = alg;};
+  void SetAlg(AlgType alg) { alg_ = alg; };
 
 private:
-  int alg_ = 0; //0: DLI 1: 2:ALL
+  AlgType alg_ = AlgType::DLI;
 };
 
 class Checker {
@@ -148,7 +154,7 @@ class Checker {
     if ((is >> history)) {
       ttts::ConflictSerializableAlgorithm<true> alg;
       const std::optional<ttts::AnomalyType> anomaly = alg.GetAnomaly(history, nullptr);
-      if (!anomaly) {
+      if (!anomaly.has_value()) {
         std::cout << "No Data Anomaly\n" << std::endl;
       } else {
         const std::vector<std::string> anomaly_info = AnomalyInfo(ttts::ToString(anomaly.value()));
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 5cf07f0c..8f37e432 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -398,12 +398,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   }
 
   virtual bool Check(const History& history, std::ostream* const os) const override {
-      std::optional<AnomalyType> anomaly = GetAnomaly(history, os);
-      if (anomaly) {
-        return false;
-      } else {
-        return true;
-      }
+      return !(GetAnomaly(history, os).has_value());
   }
 
  private:
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index db0c85a8..96ce05fd 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -320,8 +320,6 @@ class History {
       uint64_t item_num = 0;
       std::unordered_map<uint64_t, uint64_t> trans_num_map;
       std::unordered_map<uint64_t, uint64_t> item_num_map;
-      //std::set<uint64_t> trans_num_set;
-      //std::set<uint64_t> item_num_set;
       for (std::stringstream ss(s); !ss.eof() && !ss.fail();) {
         Operation operation;
         if (Operation operation; ss >> operation) {

From 665bd151a10dc236555e92b90cf03177874f8fe5 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Sat, 27 Mar 2021 18:12:58 +0800
Subject: [PATCH 072/102] Refactor according to comments 2

---
 src/3ts/backend/anomaly_identify.cc |  47 +++++------
 src/3ts/backend/anomaly_identify.h  | 116 +++++++++++++---------------
 2 files changed, 77 insertions(+), 86 deletions(-)

diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index 01e1e4d0..c2142af2 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -14,49 +14,49 @@ int main() {
   Printer printer;
   Checker checker;
   printer.PrintStartInfo();
-  std::unordered_map<std::string, std::string> info_map = printer.InitInfoMap();
-  std::vector<std::string> anomaly_list = printer.InitAnomalyList();
-  std::unordered_map<std::string, std::string> anomaly_map = printer.InitAnomalyMap();
+
   while (true) {
     std::cout << "Please type a history for anomaly identification." << std::endl;
     std::cout << "3ts> ";
     std::string text = "";
     std::getline(std::cin, text);
     if ("help" == text || "h" == text) {
-        printer.PrintHelpInfo();
+        Printer::PrintHelpInfo();
     } else if ("\\q" == text || "quit" == text) {
       break;
     } else if (text.find("\\d") != text.npos || text.find("definition") != text.npos) {
       const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
-        printer.TrimSpace(input);
-        if (info_map.count(input) == 0) {
-          printer.Print("Unknonw Definition");
+        Printer::TrimSpace(input);
+        if (printer.InfoMap().count(input) == 0) {
+            Printer::Print("Unknown Definition");
         } else {
-          printer.Print(info_map[input]);
+            Printer::Print(printer.InfoMap()[input]);
         }
       } else {
-        printer.Print("Please check input format, such as \\d History");
+          Printer::Print("Please check input format, such as \\d History");
       }
     } else if (text.find("\\a") != text.npos || text.find("anomaly") != text.npos) {
       const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
-        printer.TrimSpace(input);
-        if (anomaly_map.count(input) == 0) {
-          printer.Print("Unknown Anomaly");
+        Printer::TrimSpace(input);
+        if (printer.AnomalyMap().count(input) == 0) {
+            Printer::Print("Unknown Anomaly");
         } else {
-          printer.Print(anomaly_map[input]);
+          std::cout << "Type  SubType  History Example                     Definition" << std::endl;
+          std::cout << "-------------------------------------------------------------" << std::endl;
+          Printer::Print(printer.AnomalyMap()[input]);
         }
       } else {
-        printer.Print("Please check input format, such as \\a Dirty Write");
+          Printer::Print("Please check input format, such as \\a Dirty Write");
       }
     } else if (text.find("\\g") != text.npos || text.find("algorithm") != text.npos) {
-      const auto index_space = text.find_first_of(" "); 
+      const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
-        printer.TrimSpace(input);
+        Printer::TrimSpace(input);
         if ("DLI" == input) {
           printer.SetAlg(AlgType::DLI);
         } else if ("DLI2" == input) {
@@ -64,24 +64,25 @@ int main() {
         } else if ("All" == input) {
           printer.SetAlg(AlgType::ALL);
         } else {
-          printer.Print("Unknonw Algorithm");
+            Printer::Print("Unknown Algorithm");
         }
       } else {
-        printer.Print("Please check input format, such as \\g DLI");
+          Printer::Print("Please check input format, such as \\g DLI");
       }
     } else if (text.find("\\t") != text.npos || text.find("table") != text.npos) {
+      std::vector<std::string> anomaly_list = Printer::InitAnomalyList();
       const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
-        printer.TrimSpace(input);
+        Printer::TrimSpace(input);
         if ("Anomalies" == input) {
-          printer.PrintAnomalyTableInfo(anomaly_list);
+            Printer::PrintAnomalyTableInfo(anomaly_list);
         } else {
-          printer.Print("Unknonw Table");
+            Printer::Print("Unknown Table");
         }
       }
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
-      printer.PrintAuthorInfo();
+        Printer::PrintAuthorInfo();
     } else {
         if (printer.Alg() == AlgType::DLI) {
           checker.ExecDLI(text);
@@ -90,7 +91,7 @@ int main() {
         } else if (printer.Alg() == AlgType::ALL) {
          // to do
         } else {
-          printer.Print("alg has Unknonw value");
+            Printer::Print("alg has Unknown value");
         }
     }
   }
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 81031bbb..dbd11478 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -22,46 +22,38 @@ enum class AlgType {
 
 class Printer {
 public:
-  std::unordered_map<std::string, std::string> InitInfoMap() {
-    std::unordered_map<std::string, std::string> info_map;
-    info_map["History"] = "The sequence of operations that produces the data anomaly, one history contains several operations.";
-    info_map["Operation"] = "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> R: Read, W: Write, C: Commit, A: Aort\n    Transaction ID -> such as 0 1 2 ...\n    Data Item -> such as a b c ...";
-    info_map["WAT"] = "There is a WW partial order in the ring.";
-    info_map["RAT"] = "There is a WR or WCR partial order in the ring.";
-    info_map["IAT"] = "Anomalies other than WAT and RAT.";
-    info_map["SDA"] = "Two transactions occur in a single variable.";
-    info_map["DDA"] = "Two transactions occur in a double variable.";
-    info_map["MDA"] = "Two transactions occur in a multi variable.";
-
-    return info_map;
-  }
-
-  std::unordered_map<std::string, std::string> InitAnomalyMap() {
-    std::unordered_map<std::string, std::string> anomaly_map;
-    anomaly_map["DirtyWrite"] =         "WAT   SDA   'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]";
-    anomaly_map["LostUpdate"] =         "WAT   SDA   'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]";
-    anomaly_map["LostSelfUpdate"] =     "WAT   SDA   'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]";
-    anomaly_map["Full-Write"] =         "WAT   SDA   'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]";
-    anomaly_map["Read-WriteSkew1"] =    "WAT   DDA   'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-    anomaly_map["Read-WriteSkew2"] =    "WAT   DDA   'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-    anomaly_map["Double-WriteSkew1"] =  "WAT   DDA   'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
-    anomaly_map["Double-WriteSkew2"] =  "WAT   DDA   'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-    anomaly_map["Full-WriteSkew"] =     "WAT   DDA   'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-    anomaly_map["StepWAT"] =            "WAT   MDA   'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]...";
-    anomaly_map["DirtyRead"] =          "RAT   SDA   'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]";
-    anomaly_map["UnrepeatableRead"] =   "RAT   SDA   'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]";
-    anomaly_map["IntermediateRead"] =   "RAT   SDA   'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]";
-    anomaly_map["ReadSkew"] =           "RAT   DDA   'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-    anomaly_map["ReadSkew2"] =          "RAT   DDA   'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
-    anomaly_map["Write-ReadSkew"] =     "RAT   DDA   'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
-    anomaly_map["StepRAT"] =            "RAT   MDA   'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
-    anomaly_map["WriteSkew"] =          "IAT   DDA   'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-    anomaly_map["StepIAT"] =            "IAT   MDA   'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
-
-    return anomaly_map;
-  }
-
-  std::vector<std::string> InitAnomalyList() {
+  Printer() : anomaly_map_{
+    {"DirtyWrite",         "WAT   SDA     'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]"},
+    {"LostUpdate",         "WAT   SDA     'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]"},
+    {"LostSelfUpdate",     "WAT   SDA     'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]"},
+    {"Full-Write",         "WAT   SDA     'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]"},
+    {"Read-WriteSkew1",    "WAT   DDA     'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
+    {"Read-WriteSkew2",    "WAT   DDA     'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
+    {"Double-WriteSkew1",  "WAT   DDA     'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]"},
+    {"Double-WriteSkew2",  "WAT   DDA     'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]"},
+    {"Full-WriteSkew",     "WAT   DDA     'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
+    {"StepWAT",            "WAT   MDA     'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]..."},
+    {"DirtyRead",          "RAT   SDA     'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]"},
+    {"UnrepeatableRead",   "RAT   SDA     'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]"},
+    {"IntermediateRead",   "RAT   SDA     'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]"},
+    {"ReadSkew",           "RAT   DDA     'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
+    {"ReadSkew2",          "RAT   DDA     'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]"},
+    {"Write-ReadSkew",     "RAT   DDA     'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]"},
+    {"StepRAT",            "RAT   MDA     'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)"},
+    {"WriteSkew",          "IAT   DDA     'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]"},
+    {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
+  }, info_map_{
+    {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
+    {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> R: Read, W: Write, C: Commit, A: Aort\n    Transaction ID -> such as 0 1 2 ...\n    Data Item -> such as a b c ..."},
+    {"WAT",       "There is a WW partial order in the ring."},
+    {"RAT",       "There is a WR or WCR partial order in the ring."},
+    {"IAT",       "Anomalies other than WAT and RAT."},
+    {"SDA",       "Two transactions occur in a single variable."},
+    {"DDA",       "Two transactions occur in a double variable."},
+    {"MDA",       "Two transactions occur in a multi variable."}
+  } {};
+
+  static std::vector<std::string> InitAnomalyList() {
     std::vector<std::string> anomaly_list;
     anomaly_list.emplace_back("Dirty Write          WAT   SDA      'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]");
     anomaly_list.emplace_back("Lost Update          WAT   SDA      'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]");
@@ -88,12 +80,12 @@ class Printer {
 
   }
 
-  void Print(const std::string& info) {
+  static void Print(const std::string& info) {
       std::cout << info << std::endl;
       std::cout << std::endl;
   }
 
-  void PrintAnomalyTableInfo(std::vector<std::string>& anomaly_list) {
+  static void PrintAnomalyTableInfo(std::vector<std::string>& anomaly_list) {
     std::cout << "DA Name               Type  SubType   History Example                             Definition" << std::endl;
     std::cout << "-------------------------------------------------------------------------------------------------------------" << std::endl;
     for (auto info : anomaly_list) {
@@ -102,7 +94,7 @@ class Printer {
     std::cout << "-------------------------------------------------------------------------------------------------------------\n" << std::endl;
   }
 
-  void PrintStartInfo() {
+  static void PrintStartInfo() {
     std::cout << "Welcome to the 3TS-DAI." << std::endl;
     std::cout << "version: 1.0.0" << std::endl;
     std::cout << "Tencent is pleased to support the open source community by making 3TS available.\n" << std::endl;
@@ -110,7 +102,7 @@ class Printer {
     std::cout << "Type 'help' or 'h' for help.\n" << std::endl;
   }
 
-  void PrintAuthorInfo() {
+  static void PrintAuthorInfo() {
     std::cout << "Authors:" << std::endl;
     std::cout << "Chang Liu" << std::endl;
     std::cout << "Yu Li" << std::endl;
@@ -118,7 +110,7 @@ class Printer {
     std::cout << std::endl;
   }
 
-  void PrintHelpInfo() {
+  static void PrintHelpInfo() {
     std::cout << "List of all 3TS-DAI commands:" << std::endl;
     std::cout << "definition   (\\d) Output precise definitions of History and Anomaly, including History Operation WAT RAT IAT SDA DDA MDA, such as '\\d WAT'" << std::endl;
     std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI CCA ALL, such as '\\g DLI'" << std::endl;
@@ -133,22 +125,25 @@ class Printer {
     std::cout << std::endl;
   }
 
-  void TrimSpace(std::string& str) {
+  static void TrimSpace(std::string& str) {
       auto itor = remove_if(str.begin(), str.end(), ::isspace);
       str.erase(itor, str.end());
   }
 
-  AlgType Alg() { return alg_; };
-
+  AlgType Alg() const { return alg_; };
   void SetAlg(AlgType alg) { alg_ = alg; };
 
+  std::unordered_map<std::string, std::string> InfoMap() const { return info_map_; };
+  std::unordered_map<std::string, std::string> AnomalyMap() const { return anomaly_map_; };
 private:
   AlgType alg_ = AlgType::DLI;
+  std::unordered_map<std::string, std::string> info_map_;
+  std::unordered_map<std::string, std::string> anomaly_map_;
 };
 
 class Checker {
 public:
-  void ExecDLI(std::string text) {
+  void ExecDLI(const std::string& text) {
     ttts::History history;
     std::istringstream is(text);
     if ((is >> history)) {
@@ -183,22 +178,17 @@ class Checker {
         anomaly_info.emplace_back(anomaly_subtype);
         // get anomaly_name
         std::string name = anomaly.substr(index + 3);
-        int is_head = 0;
-        for (int i = 0;i < name.size();i++) {
+        bool is_head = false;
+        for (size_t i = 0;i < name.size();i++) {
           if (i == 0) {
             continue;
-          }
-          if (name[i] == '_') {
-            name[i] = 32;
-            is_head = 1;
-            continue;
-          }
-          if (is_head == 1) {
-            is_head = 0;
-            continue;
-          }
-          if (name[i] >= 'A' && name[i] <= 'Z') {
-              name[i] += 32;
+          } else if (name[i] == '_') {
+            name[i] = 32; // '_' to ' '
+            is_head = true;
+          } else if (is_head == true) {
+            is_head = false;
+          } else if (name[i] >= 'A' && name[i] <= 'Z') {
+              name[i] += 32; // Convert to lowercase
           }
         }
         anomaly_info.emplace_back(name);

From 2d7932f2157871014b98789ae78c767ae63b49dd Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Sat, 27 Mar 2021 18:23:51 +0800
Subject: [PATCH 073/102] Modify algorithm name in anomaly identifier

---
 src/3ts/backend/anomaly_identify.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index dbd11478..a32350da 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -113,7 +113,7 @@ class Printer {
   static void PrintHelpInfo() {
     std::cout << "List of all 3TS-DAI commands:" << std::endl;
     std::cout << "definition   (\\d) Output precise definitions of History and Anomaly, including History Operation WAT RAT IAT SDA DDA MDA, such as '\\d WAT'" << std::endl;
-    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI CCA ALL, such as '\\g DLI'" << std::endl;
+    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI DLI2 ALL, such as '\\g DLI'" << std::endl;
     std::cout << "anomaly      (\\a) Output history sequence of anomaly, including " << std::endl;
     std::cout << "                  WAT: Dirty Write, Lost Update, Lost Self Update, Full-Write, Read-Write Skew 1, Read-Write Skew 2, Double-Write Skew 1, Double-Write Skew 2, Full-Write Skew, Step WAT" << std::endl;
     std::cout << "                  RAT: Dirty Read, Unrepeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;

From 66342212bb927e6240415ae19d9ec4b8900f655d Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Sun, 28 Mar 2021 12:11:05 +0800
Subject: [PATCH 074/102] Update Help Info

---
 src/3ts/backend/anomaly_identify.h | 94 +++++++++++++++---------------
 1 file changed, 48 insertions(+), 46 deletions(-)

diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index a32350da..d952d387 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -34,7 +34,7 @@ class Printer {
     {"Full-WriteSkew",     "WAT   DDA     'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
     {"StepWAT",            "WAT   MDA     'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]..."},
     {"DirtyRead",          "RAT   SDA     'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]"},
-    {"UnrepeatableRead",   "RAT   SDA     'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]"},
+    {"Non-RepeatableRead",   "RAT   SDA     'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]"},
     {"IntermediateRead",   "RAT   SDA     'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]"},
     {"ReadSkew",           "RAT   DDA     'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
     {"ReadSkew2",          "RAT   DDA     'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]"},
@@ -44,40 +44,38 @@ class Printer {
     {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
   }, info_map_{
     {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
-    {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> R: Read, W: Write, C: Commit, A: Aort\n    Transaction ID -> such as 0 1 2 ...\n    Data Item -> such as a b c ..."},
-    {"WAT",       "There is a WW partial order in the ring."},
-    {"RAT",       "There is a WR or WCR partial order in the ring."},
-    {"IAT",       "Anomalies other than WAT and RAT."},
-    {"SDA",       "Two transactions occur in a single variable."},
-    {"DDA",       "Two transactions occur in a double variable."},
-    {"MDA",       "Two transactions occur in a multi variable."}
+    {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},
+    {"WAT",       "Data Anomalies occur on 'WW' partial order in the cycle."},
+    {"RAT",       "Data Anomalies occur on 'WR' partial order in the cycle without any 'WW' partial order."},
+    {"IAT",       "Data Anomalies other than 'WAT' and 'RAT'."},
+    {"SDA",       "Data Anomalies occur on two transactions in single variable."},
+    {"DDA",       "Data Anomalies occur on two transactions in double variables."},
+    {"MDA",       "Data Anomalies other than 'SDA' and 'DDA'"}
   } {};
 
   static std::vector<std::string> InitAnomalyList() {
-    std::vector<std::string> anomaly_list;
-    anomaly_list.emplace_back("Dirty Write          WAT   SDA      'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]");
-    anomaly_list.emplace_back("Lost Update          WAT   SDA      'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]");
-    anomaly_list.emplace_back("Lost Self Update     WAT   SDA      'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]");
-    anomaly_list.emplace_back("Full-Write           WAT   SDA      'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]");
-    anomaly_list.emplace_back("Read-Write Skew 1    WAT   DDA      'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Read-Write Skew 2    WAT   DDA      'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]");
-    anomaly_list.emplace_back("Double-Write Skew 1  WAT   DDA      'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Double-Write Skew 2  WAT   DDA      'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Full-Write Skew      WAT   DDA      'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Step WAT             WAT   MDA      'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]...");
-    anomaly_list.emplace_back("");
-    anomaly_list.emplace_back("Dirty Read           RAT   SDA      'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]");
-    anomaly_list.emplace_back("Unrepeatable Read    RAT   SDA      'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]");
-    anomaly_list.emplace_back("Intermediate Read    RAT   SDA      'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]");
-    anomaly_list.emplace_back("Read Skew            RAT   DDA      'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]");
-    anomaly_list.emplace_back("Read Skew 2          RAT   DDA      'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Write-Read Skew      RAT   DDA      'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]");
-    anomaly_list.emplace_back("Step RAT             RAT   MDA      'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)");
-    anomaly_list.emplace_back("");
-    anomaly_list.emplace_back("Write Skew           IAT   DDA      'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]");
-    anomaly_list.emplace_back("Step IAT             IAT   MDA      'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)");
-    return anomaly_list;
-
+    return std::vector<std::string> {
+      "Dirty Write          WAT   SDA      'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]",
+      "Lost Update          WAT   SDA      'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]",
+      "Lost Self Update     WAT   SDA      'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]",
+      "Full-Write           WAT   SDA      'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]",
+      "Read-Write Skew 1    WAT   DDA      'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]",
+      "Read-Write Skew 2    WAT   DDA      'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]",
+      "Double-Write Skew 1  WAT   DDA      'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]",
+      "Double-Write Skew 2  WAT   DDA      'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]",
+      "Full-Write Skew      WAT   DDA      'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]",
+      "Step WAT             WAT   MDA      'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]...",
+      "",
+      "Dirty Read           RAT   SDA      'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]",
+      "Unrepeatable Read    RAT   SDA      'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]",
+      "Intermediate Read    RAT   SDA      'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]",
+      "Read Skew            RAT   DDA      'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]",
+      "Read Skew 2          RAT   DDA      'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]",
+      "Write-Read Skew      RAT   DDA      'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]",
+      "Step RAT             RAT   MDA      'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)",
+      "",
+      "Write Skew           IAT   DDA      'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]",
+      "Step IAT             IAT   MDA      'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"};
   }
 
   static void Print(const std::string& info) {
@@ -116,7 +114,7 @@ class Printer {
     std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI DLI2 ALL, such as '\\g DLI'" << std::endl;
     std::cout << "anomaly      (\\a) Output history sequence of anomaly, including " << std::endl;
     std::cout << "                  WAT: Dirty Write, Lost Update, Lost Self Update, Full-Write, Read-Write Skew 1, Read-Write Skew 2, Double-Write Skew 1, Double-Write Skew 2, Full-Write Skew, Step WAT" << std::endl;
-    std::cout << "                  RAT: Dirty Read, Unrepeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;
+    std::cout << "                  RAT: Dirty Read, Non-Repeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;
     std::cout << "                  IAT: Write Skew, Step IAT" << std::endl;
     std::cout << "                  such as '\\a Dirty Write'" << std::endl;
     std::cout << "table        (\\t) Output table information, including anomaly, such as '\\t Anomalies'" << std::endl;
@@ -178,18 +176,22 @@ class Checker {
         anomaly_info.emplace_back(anomaly_subtype);
         // get anomaly_name
         std::string name = anomaly.substr(index + 3);
-        bool is_head = false;
-        for (size_t i = 0;i < name.size();i++) {
-          if (i == 0) {
-            continue;
-          } else if (name[i] == '_') {
-            name[i] = 32; // '_' to ' '
-            is_head = true;
-          } else if (is_head == true) {
-            is_head = false;
-          } else if (name[i] >= 'A' && name[i] <= 'Z') {
-              name[i] += 32; // Convert to lowercase
+        if (anomaly.find("STEP") == anomaly.npos) {
+          bool is_head = false;
+          for (size_t i = 0;i < name.size();i++) {
+            if (i == 0) {
+              continue;
+            } else if (name[i] == '_') {
+              name[i] = 32; // '_' to ' '
+              is_head = true;
+            } else if (is_head == true) {
+              is_head = false;
+            } else if (name[i] >= 'A' && name[i] <= 'Z') {
+                name[i] += 32; // Convert to lowercase
+            }
           }
+        } else {
+          name = "Step " + anomaly_info[0];
         }
         anomaly_info.emplace_back(name);
         // get anomaly_format
@@ -216,9 +218,9 @@ class Checker {
           format = "...Wi[xm]...Wj[xm+1]...";
         } else if ("Dirty Read" == name) {
           format = "Wi[xm]...Rj[xm+1]";
-        } else if ("Non-Repeatable Read" == name) {
+        } else if ("Non Repeatable Read" == name) {
           format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
-        } else if ("Intermediate Reads" == name) {
+        } else if ("Intermediate Read" == name) {
           format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
         } else if ("Write Read Skew" == name) {
           format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";

From 60dbad85db76af124d1ff16ea8ca260af8f8550b Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Mon, 29 Mar 2021 09:53:39 +0800
Subject: [PATCH 075/102] Update type and subtype's definition

---
 src/3ts/backend/anomaly_identify.h | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index d952d387..17e5822f 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -45,12 +45,12 @@ class Printer {
   }, info_map_{
     {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
     {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},
-    {"WAT",       "Data Anomalies occur on 'WW' partial order in the cycle."},
-    {"RAT",       "Data Anomalies occur on 'WR' partial order in the cycle without any 'WW' partial order."},
-    {"IAT",       "Data Anomalies other than 'WAT' and 'RAT'."},
-    {"SDA",       "Data Anomalies occur on two transactions in single variable."},
-    {"DDA",       "Data Anomalies occur on two transactions in double variables."},
-    {"MDA",       "Data Anomalies other than 'SDA' and 'DDA'"}
+    {"WAT",       "WAT is a kind of Data Anomalies, which has 'WW' partial order in the cycle."},
+    {"RAT",       "RAT is a kind of Data Anomalies, which has one or more 'WR' partial orders in the cycle but no 'WW' partial order."},
+    {"IAT",       "IAT is a kind of Data Anomalies in addition to 'WAT' and 'RAT'."},
+    {"SDA",       "SDA is a subdivision type of Data Anomalies, which occur on two transactions in single variable."},
+    {"DDA",       "DDA is a subdivision type of Data Anomalies, which occur on two transactions in double variables."},
+    {"MDA",       "MDA is a subdivision type of Data Anomalies in addition to 'SDA' and 'DDA'"}
   } {};
 
   static std::vector<std::string> InitAnomalyList() {

From 2444a183362593414b98c3e46d12f9447da0b7d1 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Mon, 29 Mar 2021 20:52:40 +0800
Subject: [PATCH 076/102] Update DLI's name

---
 src/3ts/backend/anomaly_identify.cc | 14 +++++++-------
 src/3ts/backend/anomaly_identify.h  | 11 ++++++-----
 2 files changed, 13 insertions(+), 12 deletions(-)

diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index c2142af2..4d25bfa8 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -57,17 +57,17 @@ int main() {
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         Printer::TrimSpace(input);
-        if ("DLI" == input) {
-          printer.SetAlg(AlgType::DLI);
-        } else if ("DLI2" == input) {
-          printer.SetAlg(AlgType::DLI2);
+        if ("DLI_IDENTIFY_CYCLE" == input) {
+          printer.SetAlg(AlgType::DLI_IDENTIFY_CYCLE);
+        } else if ("DLI_IDENTIFY_CHAIN" == input) {
+          printer.SetAlg(AlgType::DLI_IDENTIFY_CHAIN);
         } else if ("All" == input) {
           printer.SetAlg(AlgType::ALL);
         } else {
             Printer::Print("Unknown Algorithm");
         }
       } else {
-          Printer::Print("Please check input format, such as \\g DLI");
+          Printer::Print("Please check input format, such as \\g DLI_IDENTIFY_CYCLE");
       }
     } else if (text.find("\\t") != text.npos || text.find("table") != text.npos) {
       std::vector<std::string> anomaly_list = Printer::InitAnomalyList();
@@ -84,9 +84,9 @@ int main() {
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
         Printer::PrintAuthorInfo();
     } else {
-        if (printer.Alg() == AlgType::DLI) {
+        if (printer.Alg() == AlgType::DLI_IDENTIFY_CYCLE) {
           checker.ExecDLI(text);
-        } else if (printer.Alg() == AlgType::DLI2) {
+        } else if (printer.Alg() == AlgType::DLI_IDENTIFY_CHAIN) {
           // to do
         } else if (printer.Alg() == AlgType::ALL) {
          // to do
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 17e5822f..fc505030 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -15,8 +15,8 @@
 #include "cca/conflict_serializable_algorithm.h"
 
 enum class AlgType {
-  DLI,
-  DLI2,
+  DLI_IDENTIFY_CYCLE,
+  DLI_IDENTIFY_CHAIN,
   ALL
 };
 
@@ -111,12 +111,13 @@ class Printer {
   static void PrintHelpInfo() {
     std::cout << "List of all 3TS-DAI commands:" << std::endl;
     std::cout << "definition   (\\d) Output precise definitions of History and Anomaly, including History Operation WAT RAT IAT SDA DDA MDA, such as '\\d WAT'" << std::endl;
-    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI DLI2 ALL, such as '\\g DLI'" << std::endl;
+    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI_IDENTIFY_CYCLE DLI_IDENTIFY_CHAIN ALL, such as '\\g DLI_IDENTIFY_1'" << std::endl;
     std::cout << "anomaly      (\\a) Output history sequence of anomaly, including " << std::endl;
     std::cout << "                  WAT: Dirty Write, Lost Update, Lost Self Update, Full-Write, Read-Write Skew 1, Read-Write Skew 2, Double-Write Skew 1, Double-Write Skew 2, Full-Write Skew, Step WAT" << std::endl;
     std::cout << "                  RAT: Dirty Read, Non-Repeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;
     std::cout << "                  IAT: Write Skew, Step IAT" << std::endl;
     std::cout << "                  such as '\\a Dirty Write'" << std::endl;
+    std::cout << "                  We do not support anomaly Identification for predicate classes for now, such as Phantom Read" << std::endl;
     std::cout << "table        (\\t) Output table information, including anomaly, such as '\\t Anomalies'" << std::endl;
     std::cout << "authors      (\\A) Output author information, such as '\\A'" << std::endl;
     std::cout << "quit         (\\q) quit 3TS-DAI, such as '\\q'" << std::endl;
@@ -134,7 +135,7 @@ class Printer {
   std::unordered_map<std::string, std::string> InfoMap() const { return info_map_; };
   std::unordered_map<std::string, std::string> AnomalyMap() const { return anomaly_map_; };
 private:
-  AlgType alg_ = AlgType::DLI;
+  AlgType alg_ = AlgType::DLI_IDENTIFY_CYCLE;
   std::unordered_map<std::string, std::string> info_map_;
   std::unordered_map<std::string, std::string> anomaly_map_;
 };
@@ -151,7 +152,7 @@ class Checker {
         std::cout << "No Data Anomaly\n" << std::endl;
       } else {
         const std::vector<std::string> anomaly_info = AnomalyInfo(ttts::ToString(anomaly.value()));
-        std::cout << "DLI's Identification Result:" << std::endl;
+        std::cout << "DLI_IDENTIFY_CYCLE's Identification Result:" << std::endl;
         std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3] << "\n" <<   std::endl;
       }
     }

From fdcfcb4efc69df94396a4b307fbf44671e296a7c Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 11:17:05 +0800
Subject: [PATCH 077/102] Fix TPCC workload compiling error

---
 contrib/deneva/client/client_main.cpp   | 2 ++
 contrib/deneva/system/client_thread.cpp | 2 ++
 contrib/deneva/system/sim_manager.cpp   | 4 ++++
 contrib/deneva/system/worker_thread.cpp | 5 ++++-
 4 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/client/client_main.cpp b/contrib/deneva/client/client_main.cpp
index 719b9d99..41a1f7df 100644
--- a/contrib/deneva/client/client_main.cpp
+++ b/contrib/deneva/client/client_main.cpp
@@ -165,7 +165,9 @@ int main(int argc, char *argv[]) {
     // spawn and run txns again.
     starttime = get_server_clock();
     simulation->run_starttime = starttime;
+#if WORKLOAD == DA
     simulation->last_da_query_time = starttime;
+#endif
     uint64_t id = 0;
     for (uint64_t i = 0; i < thd_cnt; i++) {
 #if SET_AFFINITY
diff --git a/contrib/deneva/system/client_thread.cpp b/contrib/deneva/system/client_thread.cpp
index 1a502eb6..10271b78 100644
--- a/contrib/deneva/system/client_thread.cpp
+++ b/contrib/deneva/system/client_thread.cpp
@@ -82,7 +82,9 @@ RC ClientThread::run() {
             INC_STATS(get_thd_id(),cl_send_intv,get_sys_clock() - last_send_time);
         }
         last_send_time = get_sys_clock();
+    #if WORKLOAD == DA
         simulation->last_da_query_time = get_sys_clock();
+    #endif
 #elif LOAD_METHOD == LOAD_RATE
         if ((inf_cnt = client_man.inc_inflight(next_node)) < 0)
             continue;
diff --git a/contrib/deneva/system/sim_manager.cpp b/contrib/deneva/system/sim_manager.cpp
index 9fd74704..3eb17fcd 100644
--- a/contrib/deneva/system/sim_manager.cpp
+++ b/contrib/deneva/system/sim_manager.cpp
@@ -48,8 +48,10 @@ void SimManager::init() {
 void SimManager::set_starttime(uint64_t starttime) {
     if(ATOM_CAS(start_set, false, true)) {
         run_starttime = starttime;
+#if WORKLOAD == DA
         last_da_query_time = starttime;
         last_da_recv_query_time = starttime;
+#endif
         last_worker_epoch_time = starttime;
         sim_done = false;
         printf("Starttime set to %ld\n",run_starttime);
@@ -84,9 +86,11 @@ bool SimManager::timeout() {
 #endif
 }
 
+#if WORKLOAD == DA
 bool SimManager::da_server_iothread_timeout() {
     return da_has_recved_query && da_timeout_(last_da_recv_query_time);
 }
+#endif
 
 bool SimManager::is_done() {
     bool done = sim_done || timeout();
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 4f227e00..2c8f3296 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -291,7 +291,8 @@ void WorkerThread::abort() {
     // current data and will not be initialized.
     release_txn_man();
 #else
-    abort_queue.enqueue(get_thd_id(), txn_man->get_txn_id(), txn_man->get_abort_cnt());
+    uint64_t penalty =
+        abort_queue.enqueue(get_thd_id(), txn_man->get_txn_id(), txn_man->get_abort_cnt());
     txn_man->txn_stats.total_abort_time += penalty;
 #endif
 }
@@ -393,7 +394,9 @@ RC WorkerThread::run() {
             if (idle_starttime == 0) idle_starttime = get_sys_clock();
             continue;
         }
+#if WORKLOAD == DA
         simulation->last_da_query_time = get_sys_clock();
+#endif
 #if WORKLOAD == DA && DA_PRINT_LOG == true
         printf("thd_id:%lu stxn_id:%lu batch_id:%lu seq_id:%lu type:%c rtype:%d trans_id:%lu item:%c laststate:%lu state:%lu next_state:%lu\n",
             this->_thd_id,

From 4e27c5f0db5b55c40ccb78fb0d813fa6b769eff0 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Tue, 30 Mar 2021 14:14:51 +0800
Subject: [PATCH 078/102] Add Easter egg; Put 'AnomalyType' and 'PreceType' to
 new file; Alter '\q' to 'q'

---
 src/3ts/backend/anomaly_identify.cc           | 31 +++++++++-
 src/3ts/backend/anomaly_identify.h            | 17 ++---
 src/3ts/backend/cca/anomaly_type.h            | 54 ++++++++++++++++
 .../cca/conflict_serializable_algorithm.h     | 62 +------------------
 src/3ts/backend/cca/prece_type.h              | 28 +++++++++
 src/3ts/backend/shape.h                       | 37 +++++++++++
 src/3ts/backend/util/generic.h                |  6 ++
 7 files changed, 165 insertions(+), 70 deletions(-)
 create mode 100644 src/3ts/backend/cca/anomaly_type.h
 create mode 100644 src/3ts/backend/cca/prece_type.h
 create mode 100644 src/3ts/backend/shape.h

diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index 4d25bfa8..2ee3f627 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -22,7 +22,7 @@ int main() {
     std::getline(std::cin, text);
     if ("help" == text || "h" == text) {
         Printer::PrintHelpInfo();
-    } else if ("\\q" == text || "quit" == text) {
+    } else if ("q" == text || "quit" == text) {
       break;
     } else if (text.find("\\d") != text.npos || text.find("definition") != text.npos) {
       const auto index_space = text.find_first_of(" ");
@@ -71,6 +71,31 @@ int main() {
       }
     } else if (text.find("\\t") != text.npos || text.find("table") != text.npos) {
       std::vector<std::string> anomaly_list = Printer::InitAnomalyList();
+      draw();
+      std::cout << "Please tell me how you feel now:" << std::endl;
+      std::string feel;
+      std::cin >> feel;
+      std::cout << "I knonw you are so " << feel << ", but i want to ask you a question:" << std::endl;
+      std::cout << "Do you want to join the TDSQL team? yes/no" << std::endl;
+      std::string y = "no";
+      while ("yes" != y) {
+        std::cin >> y;
+        if ("yes" == y) {
+          break;
+        } else {
+            std::cout << "Please think it over before you answer!" << std::endl;
+        }
+      }
+      std::cout << "Welcome to our team! You will receive a book of martial arts secrets!" << std::endl;
+      std::cout << "Whether to get it now? yes/no" << std::endl;
+      std::string ret;
+      std::cin >> ret;
+      if ("yes" == ret) {
+        Printer::PrintAnomalyTableInfo(anomaly_list);
+      } else {
+          std::cout << "You've lost a chance to get stronger." << std::endl;
+      }
+      /*
       const auto index_space = text.find_first_of(" ");
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
@@ -80,10 +105,10 @@ int main() {
         } else {
             Printer::Print("Unknown Table");
         }
-      }
+      }*/
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
         Printer::PrintAuthorInfo();
-    } else {
+    } else if (text.find("R") != text.npos || text.find("W") != text.npos) {
         if (printer.Alg() == AlgType::DLI_IDENTIFY_CYCLE) {
           checker.ExecDLI(text);
         } else if (printer.Alg() == AlgType::DLI_IDENTIFY_CHAIN) {
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index fc505030..81b2fc85 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -13,6 +13,7 @@
 #include <unordered_map>
 #include "util/generic.h"
 #include "cca/conflict_serializable_algorithm.h"
+#include "shape.h"
 
 enum class AlgType {
   DLI_IDENTIFY_CYCLE,
@@ -44,7 +45,7 @@ class Printer {
     {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
   }, info_map_{
     {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
-    {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},
+    {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number and less than 10)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},
     {"WAT",       "WAT is a kind of Data Anomalies, which has 'WW' partial order in the cycle."},
     {"RAT",       "RAT is a kind of Data Anomalies, which has one or more 'WR' partial orders in the cycle but no 'WW' partial order."},
     {"IAT",       "IAT is a kind of Data Anomalies in addition to 'WAT' and 'RAT'."},
@@ -97,7 +98,8 @@ class Printer {
     std::cout << "version: 1.0.0" << std::endl;
     std::cout << "Tencent is pleased to support the open source community by making 3TS available.\n" << std::endl;
     std::cout << "For information about 3TS-DAI(Tencent Transaction Processing Tested System-Data Anomaly Identify) products and services, visit:\n    https://github.com/Tencent/3TS\n" << std::endl;
-    std::cout << "Type 'help' or 'h' for help.\n" << std::endl;
+    std::cout << "Type 'help' or 'h' for help." << std::endl;
+    std::cout << "Type 'quit' or 'q' to quit the program.\n" << std::endl;
   }
 
   static void PrintAuthorInfo() {
@@ -118,9 +120,8 @@ class Printer {
     std::cout << "                  IAT: Write Skew, Step IAT" << std::endl;
     std::cout << "                  such as '\\a Dirty Write'" << std::endl;
     std::cout << "                  We do not support anomaly Identification for predicate classes for now, such as Phantom Read" << std::endl;
-    std::cout << "table        (\\t) Output table information, including anomaly, such as '\\t Anomalies'" << std::endl;
-    std::cout << "authors      (\\A) Output author information, such as '\\A'" << std::endl;
-    std::cout << "quit         (\\q) quit 3TS-DAI, such as '\\q'" << std::endl;
+    std::cout << "table        (\\t)" << std::endl;
+    std::cout << "authors      (\\A)" << std::endl;
     std::cout << std::endl;
   }
 
@@ -179,16 +180,16 @@ class Checker {
         std::string name = anomaly.substr(index + 3);
         if (anomaly.find("STEP") == anomaly.npos) {
           bool is_head = false;
-          for (size_t i = 0;i < name.size();i++) {
+          for (size_t i = 0; i < name.size(); i++) {
             if (i == 0) {
               continue;
             } else if (name[i] == '_') {
-              name[i] = 32; // '_' to ' '
+              name[i] = ' ';
               is_head = true;
             } else if (is_head == true) {
               is_head = false;
             } else if (name[i] >= 'A' && name[i] <= 'Z') {
-                name[i] += 32; // Convert to lowercase
+                name[i] += 'a' - 'A'; // Convert to lowercase
             }
           }
         } else {
diff --git a/src/3ts/backend/cca/anomaly_type.h b/src/3ts/backend/cca/anomaly_type.h
new file mode 100644
index 00000000..2feff859
--- /dev/null
+++ b/src/3ts/backend/cca/anomaly_type.h
@@ -0,0 +1,54 @@
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(AnomalyType)
+// ======== WAT - 1 =========
+ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_FULL_WRITE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
+ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
+// ======== WAT - 2 =========
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
+ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_2)
+ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
+// ======== WAT - 3 =========
+ENUM_MEMBER(AnomalyType, WAT_STEP)
+// ======== RAT - 1 =========
+ENUM_MEMBER(AnomalyType, RAT_1_DIRTY_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
+ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
+// ======== RAT - 2 =========
+ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_COMMITTED)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
+ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW_2)
+// ======== RAT - 3 =========
+ENUM_MEMBER(AnomalyType, RAT_STEP)
+// ======== IAT - 1 =========
+ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_COMMITTED)
+// ======== IAT - 2 =========
+ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_COMMITTED)
+ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
+// ======== IAT - 3 =========
+ENUM_MEMBER(AnomalyType, IAT_STEP)
+// ======== Unknown =========
+ENUM_MEMBER(AnomalyType, UNKNOWN_1)
+ENUM_MEMBER(AnomalyType, UNKNOWN_2)
+ENUM_END(AnomalyType)
+
+#endif
+#endif
+#endif
+
+#ifndef TTTS_CCA_ANOMALY_TYPE_H_
+#define TTTS_CCA_ANOMALY_TYPE_H_
+
+namespace ttts {
+#define ENUM_FILE "../cca/anomaly_type.h"
+#include "../util/extend_enum.h"
+}
+
+#endif // TTTS_CCA_ANOMALY_TYPE_H_
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 8f37e432..f7edc9c9 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -9,61 +9,6 @@
  *
  */
 
-#ifdef ENUM_BEGIN
-#ifdef ENUM_MEMBER
-#ifdef ENUM_END
-
-ENUM_BEGIN(PreceType)
-ENUM_MEMBER(PreceType, RW)
-ENUM_MEMBER(PreceType, WR)
-ENUM_MEMBER(PreceType, WCR)
-ENUM_MEMBER(PreceType, WW)
-ENUM_MEMBER(PreceType, WCW)
-ENUM_MEMBER(PreceType, RA)
-ENUM_MEMBER(PreceType, WC)
-ENUM_MEMBER(PreceType, WA)
-ENUM_END(PreceType)
-
-ENUM_BEGIN(AnomalyType)
-// ======== WAT - 1 =========
-ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
-ENUM_MEMBER(AnomalyType, WAT_1_FULL_WRITE)
-ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
-ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
-// ======== WAT - 2 =========
-ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
-// ======== WAT - 3 =========
-ENUM_MEMBER(AnomalyType, WAT_STEP)
-// ======== RAT - 1 =========
-ENUM_MEMBER(AnomalyType, RAT_1_DIRTY_READ)
-ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
-ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
-// ======== RAT - 2 =========
-ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
-ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_COMMITTED)
-ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
-ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW_2)
-// ======== RAT - 3 =========
-ENUM_MEMBER(AnomalyType, RAT_STEP)
-// ======== IAT - 1 =========
-ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_COMMITTED)
-// ======== IAT - 2 =========
-ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_COMMITTED)
-ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
-// ======== IAT - 3 =========
-ENUM_MEMBER(AnomalyType, IAT_STEP)
-// ======== Unknown =========
-ENUM_MEMBER(AnomalyType, UNKNOWN_1)
-ENUM_MEMBER(AnomalyType, UNKNOWN_2)
-ENUM_END(AnomalyType)
-
-#endif
-#endif
-#endif
 
 #ifndef CCA_CONFLICT_SERIALIZABLE_ALGORITHM
 #define CCA_CONFLICT_SERIALIZABLE_ALGORITHM
@@ -73,12 +18,11 @@ ENUM_END(AnomalyType)
 #include <iterator>
 #include <algorithm>
 #include "algorithm.h"
+#include "anomaly_type.h"
+#include "prece_type.h"
 
 namespace ttts {
 
-#define ENUM_FILE "../cca/conflict_serializable_algorithm.h"
-#include "../util/extend_enum.h"
-
 class PreceInfo {
  public:
   PreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
@@ -96,8 +40,8 @@ class PreceInfo {
   PreceType type() const { return type_; }
 
  private:
-  uint64_t trans_id_;
   uint64_t pre_trans_id_;
+  uint64_t trans_id_;
   uint64_t item_id_;
   PreceType type_;
   uint32_t order_;
diff --git a/src/3ts/backend/cca/prece_type.h b/src/3ts/backend/cca/prece_type.h
new file mode 100644
index 00000000..bae18e9c
--- /dev/null
+++ b/src/3ts/backend/cca/prece_type.h
@@ -0,0 +1,28 @@
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(PreceType)
+ENUM_MEMBER(PreceType, RW)
+ENUM_MEMBER(PreceType, WR)
+ENUM_MEMBER(PreceType, WCR)
+ENUM_MEMBER(PreceType, WW)
+ENUM_MEMBER(PreceType, WCW)
+ENUM_MEMBER(PreceType, RA)
+ENUM_MEMBER(PreceType, WC)
+ENUM_MEMBER(PreceType, WA)
+ENUM_END(PreceType)
+
+#endif
+#endif
+#endif
+
+#ifndef TTTS_CCA_PRECE_TYPE_H_
+#define TTTS_CCA_PRECE_TYPE_H_
+
+namespace ttts {
+#define ENUM_FILE "../cca/prece_type.h"
+#include "../util/extend_enum.h"
+}
+
+#endif // TTTS_CCA_PRECE_TYPE_H_
diff --git a/src/3ts/backend/shape.h b/src/3ts/backend/shape.h
new file mode 100644
index 00000000..782a2b1e
--- /dev/null
+++ b/src/3ts/backend/shape.h
@@ -0,0 +1,37 @@
+#include <stdio.h>
+#include <iostream>
+#include <math.h>
+
+float f(float x, float y, float z) {
+	float a = x * x + 9.0f / 4.0f * y * y + z * z - 1;
+	return a * a * a - x * x * z * z * z - 9.0f / 80.0f * y * y * z * z * z;
+}
+
+float h(float x, float z) {
+	for (float y = 1.0f; y >= 0.0f; y -= 0.001f)
+		if (f(x, y, z) <= 0.0f) {
+			return y;
+		}
+	return 0.0f;
+}
+
+void draw() {
+	for (float z = 1.5f; z > -1.5f; z -= 0.05f) {
+		for (float x = -1.5f; x < 1.5f; x += 0.025f) {
+			float v = f(x, 0.0f, z);
+			if (v <= 0.0f) {
+				float y0 = h(x, z);
+				float ny = 0.01f;
+				float nx = h(x + ny, z) - y0;
+				float nz = h(x, z + ny) - y0;
+				float nd = 1.0f / sqrtf(nx * nx + ny * ny + nz * nz);
+				float d = (nx + ny - nz) * nd * 0.5f + 0.5f;
+                putchar("*********"[(int)(d * 5.0f)]);
+			} else {
+				putchar(' ');
+			}
+		}
+		putchar('\n');
+	}
+    std::cout << "Congratulations on finding the Easter egg! Here's a gift from us for you!" << std::endl;;
+}
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 96ce05fd..fae9d9ba 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -220,6 +220,12 @@ class Operation {
       is.setstate(std::ios::failbit);
       std::cerr << "Transaction ID character must be a number" << std::endl;
       return is;
+    } else {
+      if (operation.trans_id_ >= 10 || operation.trans_id_ < 0) {
+        is.setstate(std::ios::failbit);
+        std::cerr << "Transaction ID must be less than 10 and more than 0." << std::endl;
+        return is;
+      }
     }
     if (char item_c; operation.type_ == Type::WRITE || operation.type_ == Type::READ) {
       if (!(is >> item_c) || !std::islower(item_c)) {

From 0f389066292b19e011431f08647a5a9ba0acba08 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Tue, 30 Mar 2021 14:41:26 +0800
Subject: [PATCH 079/102] Fix format

---
 src/3ts/backend/shape.h        | 51 +++++++++++++++++-----------------
 src/3ts/backend/util/generic.h |  4 +--
 2 files changed, 27 insertions(+), 28 deletions(-)

diff --git a/src/3ts/backend/shape.h b/src/3ts/backend/shape.h
index 782a2b1e..4263ec0f 100644
--- a/src/3ts/backend/shape.h
+++ b/src/3ts/backend/shape.h
@@ -3,35 +3,36 @@
 #include <math.h>
 
 float f(float x, float y, float z) {
-	float a = x * x + 9.0f / 4.0f * y * y + z * z - 1;
-	return a * a * a - x * x * z * z * z - 9.0f / 80.0f * y * y * z * z * z;
+  float a = x * x + 9.0f / 4.0f * y * y + z * z - 1;
+  return a * a * a - x * x * z * z * z - 9.0f / 80.0f * y * y * z * z * z;
 }
 
 float h(float x, float z) {
-	for (float y = 1.0f; y >= 0.0f; y -= 0.001f)
-		if (f(x, y, z) <= 0.0f) {
-			return y;
-		}
-	return 0.0f;
+  for (float y = 1.0f; y >= 0.0f; y -= 0.001f) {
+    if (f(x, y, z) <= 0.0f) {
+      return y;
+    }
+  }
+  return 0.0f;
 }
 
 void draw() {
-	for (float z = 1.5f; z > -1.5f; z -= 0.05f) {
-		for (float x = -1.5f; x < 1.5f; x += 0.025f) {
-			float v = f(x, 0.0f, z);
-			if (v <= 0.0f) {
-				float y0 = h(x, z);
-				float ny = 0.01f;
-				float nx = h(x + ny, z) - y0;
-				float nz = h(x, z + ny) - y0;
-				float nd = 1.0f / sqrtf(nx * nx + ny * ny + nz * nz);
-				float d = (nx + ny - nz) * nd * 0.5f + 0.5f;
-                putchar("*********"[(int)(d * 5.0f)]);
-			} else {
-				putchar(' ');
-			}
-		}
-		putchar('\n');
-	}
-    std::cout << "Congratulations on finding the Easter egg! Here's a gift from us for you!" << std::endl;;
+  for (float z = 1.5f; z > -1.5f; z -= 0.05f) {
+    for (float x = -1.5f; x < 1.5f; x += 0.025f) {
+      float v = f(x, 0.0f, z);
+      if (v <= 0.0f) {
+        float y0 = h(x, z);
+        float ny = 0.01f;
+        float nx = h(x + ny, z) - y0;
+        float nz = h(x, z + ny) - y0;
+        float nd = 1.0f / sqrtf(nx * nx + ny * ny + nz * nz);
+        float d = (nx + ny - nz) * nd * 0.5f + 0.5f;
+        putchar("*********"[(int)(d * 5.0f)]);
+      } else {
+        putchar(' ');
+      }
+    }
+    putchar('\n');
+  }
+  std::cout << "Congratulations on finding the Easter egg! Here's a gift from us for you!" << std::endl;;
 }
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index fae9d9ba..825154e2 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -220,12 +220,10 @@ class Operation {
       is.setstate(std::ios::failbit);
       std::cerr << "Transaction ID character must be a number" << std::endl;
       return is;
-    } else {
-      if (operation.trans_id_ >= 10 || operation.trans_id_ < 0) {
+    } else if (operation.trans_id_ >= 10 || operation.trans_id_ < 0) {
         is.setstate(std::ios::failbit);
         std::cerr << "Transaction ID must be less than 10 and more than 0." << std::endl;
         return is;
-      }
     }
     if (char item_c; operation.type_ == Type::WRITE || operation.type_ == Type::READ) {
       if (!(is >> item_c) || !std::islower(item_c)) {

From 125fad8daafdd04075657924bdf6e8cbf1c35b2a Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Tue, 30 Mar 2021 14:56:19 +0800
Subject: [PATCH 080/102] Fix format 2

---
 src/3ts/backend/anomaly_identify.cc | 37 ++++++++++-------------------
 src/3ts/backend/anomaly_identify.h  |  5 +++-
 2 files changed, 17 insertions(+), 25 deletions(-)

diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index 2ee3f627..bbb7b00a 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -21,7 +21,7 @@ int main() {
     std::string text = "";
     std::getline(std::cin, text);
     if ("help" == text || "h" == text) {
-        Printer::PrintHelpInfo();
+      Printer::PrintHelpInfo();
     } else if ("q" == text || "quit" == text) {
       break;
     } else if (text.find("\\d") != text.npos || text.find("definition") != text.npos) {
@@ -30,12 +30,12 @@ int main() {
         std::string input = text.substr(index_space);
         Printer::TrimSpace(input);
         if (printer.InfoMap().count(input) == 0) {
-            Printer::Print("Unknown Definition");
+          Printer::Print("Unknown Definition");
         } else {
-            Printer::Print(printer.InfoMap()[input]);
+          Printer::Print(printer.InfoMap()[input]);
         }
       } else {
-          Printer::Print("Please check input format, such as \\d History");
+        Printer::Print("Please check input format, such as \\d History");
       }
     } else if (text.find("\\a") != text.npos || text.find("anomaly") != text.npos) {
       const auto index_space = text.find_first_of(" ");
@@ -43,14 +43,14 @@ int main() {
         std::string input = text.substr(index_space);
         Printer::TrimSpace(input);
         if (printer.AnomalyMap().count(input) == 0) {
-            Printer::Print("Unknown Anomaly");
+          Printer::Print("Unknown Anomaly");
         } else {
           std::cout << "Type  SubType  History Example                     Definition" << std::endl;
           std::cout << "-------------------------------------------------------------" << std::endl;
           Printer::Print(printer.AnomalyMap()[input]);
         }
       } else {
-          Printer::Print("Please check input format, such as \\a Dirty Write");
+        Printer::Print("Please check input format, such as \\a Dirty Write");
       }
     } else if (text.find("\\g") != text.npos || text.find("algorithm") != text.npos) {
       const auto index_space = text.find_first_of(" ");
@@ -64,10 +64,10 @@ int main() {
         } else if ("All" == input) {
           printer.SetAlg(AlgType::ALL);
         } else {
-            Printer::Print("Unknown Algorithm");
+          Printer::Print("Unknown Algorithm");
         }
       } else {
-          Printer::Print("Please check input format, such as \\g DLI_IDENTIFY_CYCLE");
+        Printer::Print("Please check input format, such as \\g DLI_IDENTIFY_CYCLE");
       }
     } else if (text.find("\\t") != text.npos || text.find("table") != text.npos) {
       std::vector<std::string> anomaly_list = Printer::InitAnomalyList();
@@ -83,7 +83,7 @@ int main() {
         if ("yes" == y) {
           break;
         } else {
-            std::cout << "Please think it over before you answer!" << std::endl;
+          std::cout << "Please think it over before you answer!" << std::endl;
         }
       }
       std::cout << "Welcome to our team! You will receive a book of martial arts secrets!" << std::endl;
@@ -93,30 +93,19 @@ int main() {
       if ("yes" == ret) {
         Printer::PrintAnomalyTableInfo(anomaly_list);
       } else {
-          std::cout << "You've lost a chance to get stronger." << std::endl;
+        std::cout << "You've lost a chance to get stronger." << std::endl;
       }
-      /*
-      const auto index_space = text.find_first_of(" ");
-      if (index_space != text.npos) {
-        std::string input = text.substr(index_space);
-        Printer::TrimSpace(input);
-        if ("Anomalies" == input) {
-            Printer::PrintAnomalyTableInfo(anomaly_list);
-        } else {
-            Printer::Print("Unknown Table");
-        }
-      }*/
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
-        Printer::PrintAuthorInfo();
+      Printer::PrintAuthorInfo();
     } else if (text.find("R") != text.npos || text.find("W") != text.npos) {
         if (printer.Alg() == AlgType::DLI_IDENTIFY_CYCLE) {
           checker.ExecDLI(text);
         } else if (printer.Alg() == AlgType::DLI_IDENTIFY_CHAIN) {
           // to do
         } else if (printer.Alg() == AlgType::ALL) {
-         // to do
+          // to do
         } else {
-            Printer::Print("alg has Unknown value");
+          Printer::Print("alg has Unknown value");
         }
     }
   }
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 81b2fc85..72cdeb2c 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -85,7 +85,10 @@ class Printer {
   }
 
   static void PrintAnomalyTableInfo(std::vector<std::string>& anomaly_list) {
-    std::cout << "DA Name               Type  SubType   History Example                             Definition" << std::endl;
+    std::cout << "\n                                ---------------------------                                 " << std::endl;
+    std::cout << "                                Data Anomaly Reduction Mode                                 " << std::endl;
+    std::cout << "                                ---------------------------                                 " << std::endl;
+    std::cout << "\nDA Name              Type  SubType   History Example                     Definition" << std::endl;
     std::cout << "-------------------------------------------------------------------------------------------------------------" << std::endl;
     for (auto info : anomaly_list) {
         std::cout << info << std::endl;

From 88103eca48fbe5423091f589ad306f8b71d85aea Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 16:31:21 +0800
Subject: [PATCH 081/102] Remove DLI from Deneva

---
 contrib/deneva/concurrency_control/dli.cpp    | 269 ------------------
 contrib/deneva/concurrency_control/dli.h      |  54 ----
 contrib/deneva/concurrency_control/dta.cpp    |   1 -
 .../concurrency_control/row_dli_based.cpp     |  62 ----
 .../concurrency_control/row_dli_based.h       |  54 ----
 .../deneva/concurrency_control/row_dta.cpp    |   4 +-
 contrib/deneva/concurrency_control/row_si.cpp |   1 -
 contrib/deneva/config.h                       |  11 +-
 contrib/deneva/storage/row.cpp                |  57 +---
 contrib/deneva/storage/row.h                  |   5 -
 contrib/deneva/system/global.cpp              |   2 -
 contrib/deneva/system/global.h                |   2 -
 contrib/deneva/system/main.cpp                |   3 +-
 contrib/deneva/system/txn.cpp                 |  33 +--
 contrib/deneva/system/txn.h                   |   5 -
 contrib/deneva/system/worker_thread.cpp       |  15 +-
 16 files changed, 11 insertions(+), 567 deletions(-)
 delete mode 100644 contrib/deneva/concurrency_control/dli.cpp
 delete mode 100644 contrib/deneva/concurrency_control/dli.h
 delete mode 100644 contrib/deneva/concurrency_control/row_dli_based.cpp
 delete mode 100644 contrib/deneva/concurrency_control/row_dli_based.h

diff --git a/contrib/deneva/concurrency_control/dli.cpp b/contrib/deneva/concurrency_control/dli.cpp
deleted file mode 100644
index 8ed04c0f..00000000
--- a/contrib/deneva/concurrency_control/dli.cpp
+++ /dev/null
@@ -1,269 +0,0 @@
-#include "dli.h"
-
-#include "../system/helper.h"
-#include "../system/manager.h"
-#include "../system/global.h"
-#include "dta.h"
-#include "row_dli_based.h"
-#include "txn.h"
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
-        CC_ALG == DLI_MVCC
-void dli_merge_set(Dli::RWSet& r_tc, Dli::RWSet& r_tl) {
-    r_tc.insert(r_tl.begin(), r_tl.end());
-}
-
-void dli_compare_set(const Dli::RWSet& r_tc, uint32_t& newer_tc,
-                     const Dli::RWSet& r_tl, uint32_t& newer_tl, bool rw,
-                     const uint32_t offset) {
-    for (const auto& i : r_tl) {
-        if (r_tc.count(i.first)) {
-            newer_tl |= (i.second > r_tc.at(i.first)) << offset;
-            if (!rw) {
-                newer_tc |= (i.second < r_tc.at(i.first)) << offset;
-            } else {
-                newer_tc |= (i.second <= r_tc.at(i.first)) << offset;
-            }
-        }
-    }
-}
-
-#define IDENTIFY_ANOMALY(tc_off, tl_off, ano_name)                          \
-    do {                                                                    \
-        if ((newer_tc & (1 << (tc_off))) && (newer_tl & (1 << (tl_off)))) { \
-            INC_STATS(txn->get_thd_id(), ano_name, 1);                      \
-            return true;                                                    \
-        }                                                                   \
-    } while (0)
-
-bool dli_has_conflict(TxnManager* txn, const uint32_t newer_tc, const uint32_t newer_tl) {
-    if (!newer_tc || !newer_tl) return false;
-    IDENTIFY_ANOMALY(3, 3, ano_4_trans_read_skew);
-    IDENTIFY_ANOMALY(3, 1, ano_3_trans_read_skew_1);
-    IDENTIFY_ANOMALY(2, 3, ano_3_trans_write_skew_1);
-    IDENTIFY_ANOMALY(2, 1, ano_2_trans_write_skew_1);
-    IDENTIFY_ANOMALY(1, 3, ano_3_trans_read_skew_2);
-    IDENTIFY_ANOMALY(1, 1, ano_2_trans_read_skew);
-    IDENTIFY_ANOMALY(0, 3, ano_3_trans_write_skew_2);
-    IDENTIFY_ANOMALY(0, 1, ano_2_trans_write_skew_2);
-    INC_STATS(txn->get_thd_id(), ano_unknown, 1);
-    return true;
-}
-
-#undef IDENTIFY_ANOMALY
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_MVCC
-static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc, Dli::RWSet& w_tc, Dli::RWSet& r_tl,
-                           Dli::RWSet& w_tl) {
-    //(txn, rset, wset, r_tl, w_tl);
-    //r_tc:rset w_tc:wset
-    //
-    uint32_t newer_tl = 0, newer_tc = 0;
-    dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-    dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-    dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-    dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-
-    dli_merge_set(r_tc, r_tl);
-    dli_merge_set(w_tc, w_tl);
-
-    return false;
-}
-
-#endif
-
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-static bool check_conflict(TxnManager* txn, Dli::RWSet& r_tc, Dli::RWSet& w_tc, Dli::RWSet& r_tl,
-                           Dli::RWSet& w_tl, uint64_t& lower, uint64_t& upper, uint64_t lower_tl,
-                           uint64_t upper_tl) {
-    uint32_t newer_tl = 0, newer_tc = 0;
-
-    dli_compare_set(r_tc, newer_tc, w_tl, newer_tl, true, 1);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-    dli_compare_set(r_tl, newer_tl, w_tc, newer_tc, true, 0);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-    if (newer_tc) {
-        lower = std::max(lower, upper_tl);
-    } else if (newer_tl) {
-        upper = std::min(lower_tl, upper);
-    }
-    if (lower >= upper) return true;
-    dli_compare_set(r_tc, newer_tc, r_tl, newer_tl, false, 3);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-#if CC_ALG != DLI_DTA3
-    dli_compare_set(w_tc, newer_tc, w_tl, newer_tl, false, 2);
-    if (dli_has_conflict(txn, newer_tc, newer_tl)) return true;
-#endif
-
-#if CC_ALG == DLI_DTA
-    dli_merge_set(r_tc, r_tl);
-    dli_merge_set(w_tc, w_tl);
-#endif
-    return false;
-}
-#endif
-#endif
-static RC validate_main(TxnManager* txn, Dli* dli, const bool final_validate) {
-    RC rc = RCOK;
-#if CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || \
-        CC_ALG == DLI_MVCC
-    uint64_t start_time = get_sys_clock();
-    uint64_t expect = 0;
-    Dli::RWSet rset, wset;
-    std::unordered_set<ts_t> cur_trans;
-    Dli::get_rw_set(txn, rset, wset);
-    Dli::RWSet rset_bak = rset, wset_bak = wset;
-    ts_t ts = txn->get_start_timestamp();
-
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    uint64_t tid = txn->get_thd_id();
-    txnid_t txnid = txn->get_txn_id();
-    uint64_t lower = dta_time_table.get_lower(tid, txnid);
-    uint64_t upper = dta_time_table.get_upper(tid, txnid);
-    if (lower >= upper) rc = Abort;
-#endif
-
-    uint64_t timespan = get_sys_clock() - start_time;
-    txn->txn_stats.cc_time += timespan;
-    txn->txn_stats.cc_time_short += timespan;
-    start_time += timespan;
-
-    timespan = get_sys_clock() - start_time;
-    txn->txn_stats.cc_block_time += timespan;
-    txn->txn_stats.cc_block_time_short += timespan;
-    start_time += timespan;
-
-    if (rc == RCOK) {
-        for (auto& i : wset) {
-            if (i.first->manager->w_trans != ts &&
-                    !i.first->manager->w_trans.compare_exchange_weak(expect, ts)) {
-                rc = Abort;
-                break;
-            }
-        }
-    }
-
-    if (rc == RCOK && !wset.empty()) {
-        for (auto& i : wset) {
-            i.second = UINT64_MAX;
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-            row_t* cur_wrow = i.first;
-            if (lower <= cur_wrow->manager->timestamp_last_write) {
-                lower = cur_wrow->manager->timestamp_last_write + 1;
-            }
-#endif
-        }
-        bool res = false;
-        for (TSNode<DliValidatedTxn>* tl = dli->validated_txns_.load();
-                tl != nullptr && tl != txn->history_dli_txn_head;
-                tl = tl->next_) {//cur_trans is active tran table
-            if (tl->is_abort_.load()) continue;
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-            res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_, lower, upper,
-                                                         tl->lower_, tl->upper_);
-                // dli->release(dli->commit_trans_lowup_mutex_);
-#else
-            res = check_conflict(txn, rset, wset, tl->rset_, tl->wset_);
-#endif
-            // dli->release(dli->commit_trans_rset_mutex_);
-            if (res) {
-                rc = Abort;
-                break;
-            }
-        }
-    }
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    if (lower >= upper) rc = Abort;
-#endif
-    if (rc == RCOK && final_validate) {
-#if CC_ALG != DLI_DTA && CC_ALG != DLI_DTA2 && CC_ALG != DLI_DTA3
-        txn->dli_txn = TSNode<DliValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts);
-#else
-        txn->dli_txn = TSNode<DliValidatedTxn>::push_front(dli->validated_txns_, std::move(rset), std::move(wset), ts, lower, upper);
-        dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
-        dta_time_table.set_lower(tid, txnid, lower);
-        dta_time_table.set_upper(tid, txnid, upper);
-    } else {
-        dta_time_table.set_state(tid, txnid, DTA_ABORTED);
-#endif
-    }
-    timespan = get_sys_clock() - start_time;
-    txn->txn_stats.cc_time += timespan;
-    txn->txn_stats.cc_time_short += timespan;
-    start_time += timespan;
-
-#endif
-    return rc;
-}
-
-void Dli::get_rw_set(TxnManager* txn, Dli::RWSet& rset, Dli::RWSet& wset) {
-    uint64_t len = txn->get_access_cnt();
-    for (uint64_t i = 0; i < len; i++) {
-        if (txn->get_access_type(i) == WR) {
-            wset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
-        } else {
-            rset.emplace(txn->get_access_original_row(i), txn->get_access_version(i));
-        }
-    }
-#if WORKLOAD == TPCC
-    for (const auto& i : wset) rset[i.first] = i.second;
-#endif
-}
-
-void Dli::init() {
-    // pthread_mutex_init(&validated_trans_mutex_, NULL);
-    // pthread_mutex_init(&commit_trans_rset_mutex_, NULL);
-    // pthread_mutex_init(&commit_trans_wset_mutex_, NULL);
-    // pthread_mutex_init(&commit_trans_lowup_mutex_, NULL);
-    pthread_mutex_init(&mtx_, NULL);
-}
-
-RC Dli::validate(TxnManager* txn, const bool final_validate) {
-    RC rc = RCOK;
-    uint64_t starttime = get_sys_clock();
-    txnid_t tid = txn->get_thd_id();
-    rc = validate_main(txn, this, final_validate);
-    INC_STATS(tid, dli_mvcc_occ_validate_time, get_sys_clock() - starttime);
-    if (rc == RCOK) {
-        INC_STATS(tid, dli_mvcc_occ_check_cnt, 1);
-    } else {
-        INC_STATS(tid, dli_mvcc_occ_abort_check_cnt, 1);
-    }
-    return rc;
-}
-
-void Dli::finish_trans(RC rc, TxnManager* txn) {
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    if (rc != RCOK && txn->dli_txn != nullptr) {
-        txn->dli_txn->is_abort_ = true;
-    } else if (rc == RCOK) {
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-        // transaction commit successfully and the timestamp of the transaction is certained
-        txn->dli_txn->upper_ = txn->dli_txn->lower_.load() + 1;
-        txn->dli_txn->commit_ts_ = txn->commit_timestamp;
-#endif
-    }
-#endif
-}
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-RC Dli::find_bound(TxnManager* txn) {
-    RC rc = RCOK;
-    txnid_t tid = txn->get_thd_id();
-    txnid_t txnid = txn->get_txn_id();
-    uint64_t lower = dta_time_table.get_lower(tid, txnid);
-    uint64_t upper = dta_time_table.get_upper(tid, txnid);
-    if (lower >= upper) {
-        dta_time_table.set_state(tid, txnid, DTA_VALIDATED);
-        rc = Abort;
-    } else {
-        dta_time_table.set_state(tid, txnid, DTA_COMMITTED);
-        txn->commit_timestamp = lower + 1;
-    }
-    DEBUG("DTA Bound %ld: %d [%lu,%lu] %lu\n", tid, rc, lower, upper, txn->commit_timestamp);
-    return rc;
-}
-#endif
-void Dli::latch() { pthread_mutex_lock(&mtx_); }
-void Dli::release() { pthread_mutex_unlock(&mtx_); }
diff --git a/contrib/deneva/concurrency_control/dli.h b/contrib/deneva/concurrency_control/dli.h
deleted file mode 100644
index e407327b..00000000
--- a/contrib/deneva/concurrency_control/dli.h
+++ /dev/null
@@ -1,54 +0,0 @@
-#ifndef SI_H
-#define SI_H
-#include <unordered_map>
-#include <unordered_set>
-
-#include "../storage/row.h"
-#include "../system/global.h"
-#include "semaphore.h"
-
-template <typename T> class TSNode;
-
-struct DliValidatedTxn;
-
-class Dli {
-  public:
-    using RWSet = std::map<row_t*, uint64_t>;
-
-    void init();
-    RC validate(TxnManager* txn, const bool lock_rows = true);
-    void finish_trans(RC rc, TxnManager* txn);
-    RC find_bound(TxnManager* txn);
-    static void get_rw_set(TxnManager* txn, RWSet& rset,
-                          RWSet& wset);
-    void latch();
-    void release();
-
-    std::atomic<TSNode<DliValidatedTxn>*> validated_txns_;
-
-    // pthread_mutex_t validated_trans_mutex_;
-    // pthread_mutex_t commit_trans_rset_mutex_;
-    // pthread_mutex_t commit_trans_wset_mutex_;
-    // pthread_mutex_t commit_trans_lowup_mutex_;
-    pthread_mutex_t mtx_;
-};
-
-struct DliValidatedTxn {
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    DliValidatedTxn(const Dli::RWSet& rset, const Dli::RWSet& wset, const ts_t start_ts, const uint64_t lower, const uint64_t upper) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts), lower_(lower), upper_(upper) {}
-#else
-    DliValidatedTxn(const Dli::RWSet& rset, const Dli::RWSet& wset, const ts_t start_ts) : is_abort_(false), rset_(rset), wset_(wset), start_ts_(start_ts) {}
-#endif
-    DliValidatedTxn(DliValidatedTxn&&) = default;
-    std::atomic<bool> is_abort_;
-    Dli::RWSet rset_;
-    Dli::RWSet wset_;
-    const ts_t start_ts_;
-    ts_t commit_ts_;
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    std::atomic<uint64_t> lower_;
-    std::atomic<uint64_t> upper_;
-#endif
-};
-
-#endif
diff --git a/contrib/deneva/concurrency_control/dta.cpp b/contrib/deneva/concurrency_control/dta.cpp
index 27ad2a13..e5c78d67 100644
--- a/contrib/deneva/concurrency_control/dta.cpp
+++ b/contrib/deneva/concurrency_control/dta.cpp
@@ -21,7 +21,6 @@
 #include "../system/manager.h"
 #include "../system/mem_alloc.h"
 #include "../system/txn.h"
-#include "dli.h"
 #include "row_dta.h"
 
 void get_rw_set(TxnManager* txn, std::list<dta_item>& rset, std::list<dta_item>& wset) {
diff --git a/contrib/deneva/concurrency_control/row_dli_based.cpp b/contrib/deneva/concurrency_control/row_dli_based.cpp
deleted file mode 100644
index d53a471e..00000000
--- a/contrib/deneva/concurrency_control/row_dli_based.cpp
+++ /dev/null
@@ -1,62 +0,0 @@
-/*
-   Copyright 2016 Massachusetts Institute of Technology
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-*/
-
-#include "row_dli_based.h"
-
-#include "mem_alloc.h"
-#include "row.h"
-#include "txn.h"
-
-void Row_dli_base::init(row_t *row) {
-    _row = row;
-    _latch = (pthread_mutex_t *)mem_allocator.alloc(sizeof(pthread_mutex_t));
-    pthread_mutex_init(_latch, NULL);
-    sem_init(&_semaphore, 0, 1);
-    _cur_version = 0;
-    _rw_transs = new std::vector<Entry>();
-    _rw_transs->emplace_back(0);
-    w_trans = 0;
-}
-
-RC Row_dli_base::access(TxnManager *txn, TsType type, uint64_t &version) {
-    RC rc = RCOK;
-    sem_wait(&_semaphore);
-    if (type == R_REQ) {
-        txn->cur_row->copy(_row);
-        version = _cur_version;
-        _rw_transs->back().r_trans_ts.insert(txn->get_start_timestamp());
-    } else if (type == P_REQ) {
-        txn->cur_row->copy(_row);
-        version = UINT64_MAX;
-    } else
-        assert(false);
-    sem_post(&_semaphore);
-    return rc;
-}
-
-uint64_t Row_dli_base::write(row_t *data, TxnManager* txn, const access_t type) {
-    uint64_t res = 0;
-    if (type == WR) {
-        sem_wait(&_semaphore);
-        res = _rw_transs->size();
-        //assert(txn->get_commit_timestamp() >= _rw_transs->at(res - 1).w_ts);
-        _rw_transs->emplace_back(txn->get_commit_timestamp());
-        sem_post(&_semaphore);
-    }
-    if (w_trans == txn->get_start_timestamp()) w_trans = 0;
-    return res;
-}
-
diff --git a/contrib/deneva/concurrency_control/row_dli_based.h b/contrib/deneva/concurrency_control/row_dli_based.h
deleted file mode 100644
index 033e8746..00000000
--- a/contrib/deneva/concurrency_control/row_dli_based.h
+++ /dev/null
@@ -1,54 +0,0 @@
-/*
-   Copyright 2016 Massachusetts Institute of Technology
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-*/
-
-#ifndef ROW_DLI1_H
-#define ROW_DLI1_H
-#include <semaphore.h>
-
-#include "../storage/row.h"
-
-class table_t;
-class Catalog;
-class TxnManager;
-struct TsReqEntry;
-
-class Row_dli_base {
- public:
-  struct Entry {
-    Entry(const ts_t w_ts) : w_ts(w_ts), r_trans_ts() {}
-    ts_t w_ts;
-    std::set<txnid_t> r_trans_ts;
-  };
-  void init(row_t* row);
-  RC access(TxnManager* txn, TsType type, uint64_t& version);
-  uint64_t write(row_t* data, TxnManager* txn, const access_t type);
-  bool has_version(uint64_t version) const { return version < _rw_transs->size(); }
-  Entry* get_version(uint64_t version) {
-    assert(has_version(version));
-    return &(_rw_transs->at(version));
-  }
-
-  std::atomic<uint64_t> w_trans;
-
- private:
-  pthread_mutex_t* _latch;
-  sem_t _semaphore;
-  row_t* _row;
-  uint64_t _cur_version;
-  std::vector<Entry>* _rw_transs;
-};
-
-#endif
diff --git a/contrib/deneva/concurrency_control/row_dta.cpp b/contrib/deneva/concurrency_control/row_dta.cpp
index 347b6c02..928d908c 100644
--- a/contrib/deneva/concurrency_control/row_dta.cpp
+++ b/contrib/deneva/concurrency_control/row_dta.cpp
@@ -63,7 +63,7 @@ RC Row_dta::access(TsType type, TxnManager* txn, row_t* row, uint64_t& version)
 }
 
 RC Row_dta::read_and_write(TsType type, TxnManager* txn, row_t* row, uint64_t& version) {
-  assert(CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3);
+  assert(CC_ALG == DTA);
   RC rc = RCOK;
 
   uint64_t mtx_wait_starttime = get_sys_clock();
@@ -171,7 +171,7 @@ RC Row_dta::read_and_write(TsType type, TxnManager* txn, row_t* row, uint64_t& v
 }
 
 RC Row_dta::prewrite(TxnManager* txn) {
-  assert(CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3);
+  assert(CC_ALG == DTA);
   RC rc = RCOK;
 
   uint64_t mtx_wait_starttime = get_sys_clock();
diff --git a/contrib/deneva/concurrency_control/row_si.cpp b/contrib/deneva/concurrency_control/row_si.cpp
index 84464cd9..9f77cd8d 100644
--- a/contrib/deneva/concurrency_control/row_si.cpp
+++ b/contrib/deneva/concurrency_control/row_si.cpp
@@ -4,7 +4,6 @@
 #include "system/manager.h"
 #include "system/mem_alloc.h"
 #include "system/txn.h"
-#include "dli.h"
 
 inline bool TupleSatisfiesMVCC(const SIEntry& tuple, const ts_t start_ts) {
     return tuple.commit_ts < start_ts;
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index 6f434357..2f813bc9 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -92,7 +92,7 @@
 // # of transactions to run for warmup
 #define WARMUP            0
 // YCSB or TPCC or PPS or DA
-#define WORKLOAD DA
+#define WORKLOAD TPCC
 // print the transaction latency distribution
 #define PRT_LAT_DISTR false
 #define STATS_ENABLE        true
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG DLI_IDENTIFY
+#define CC_ALG DLI_IDENTIFY_2
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
@@ -388,13 +388,6 @@ enum PPSTxnType {
 #define SSI        17
 #define WSI        18
 
-#define DLI_BASE 19
-#define DLI_OCC 20
-#define DLI_MVCC_OCC 21
-#define DLI_DTA 22
-#define DLI_MVCC 23
-#define DLI_DTA2 24
-#define DLI_DTA3 25
 #define DTA 26
 
 #define SILO 27
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index bc143748..588208b1 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -43,9 +43,7 @@
 #include "row_silo.h"
 #include "row_si.h"
 #include "row_dta.h"
-#include "row_dli_based.h"
 #include "row_unified.h"
-#include "dli.h"
 #include "mem_alloc.h"
 #include "manager.h"
 
@@ -96,10 +94,6 @@ void row_t::init_manager(row_t * row) {
     manager = (Row_null *) mem_allocator.align_alloc(sizeof(Row_null));
 #elif CC_ALG == SILO
     manager = (Row_silo *) mem_allocator.align_alloc(sizeof(Row_silo));
-#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-    manager = (Row_dli_base *)mem_allocator.align_alloc(sizeof(Row_dli_base));
-#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-    manager = (Row_si *)mem_allocator.align_alloc(sizeof(Row_si));
 #elif IS_GENERIC_ALG
     void* const p = mem_allocator.align_alloc(sizeof(Row_unified<CC_ALG>));
     manager = new(p) Row_unified<CC_ALG>();
@@ -334,34 +328,6 @@ RC row_t::get_row(access_t type, TxnManager *txn, Access *access) {
     rc = this->manager->access(txn, R_REQ);
     access->data = txn->cur_row;
     goto end;
-#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-    // DLI always make a local copy regardless of read or write
-    DEBUG_M("row_t::get_row DLI alloc \n");
-    txn->cur_row = (row_t *)mem_allocator.alloc(sizeof(row_t));
-    txn->cur_row->init(get_table(), get_part_id());
-    rc = this->manager->access(txn, type == WR ? P_REQ : R_REQ, access->version);
-    access->data = txn->cur_row;
-#if CC_ALG == DLI_BASE
-    if (rc == RCOK) {
-        rc = dli_man.validate(txn, false);
-    }
-#endif
-    goto end;
-#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-    rc = this->manager->access(txn, R_REQ, access->version);
-    if (type == WR) {
-        DEBUG_M("row_t::get_row SI alloc \n");
-        row_t *newer = (row_t *)mem_allocator.alloc(sizeof(row_t));
-        newer->init(get_table(), get_part_id());
-        newer->copy(txn->cur_row);
-        txn->cur_row = newer;
-    }
-
-    access->data = txn->cur_row;
-#if CC_ALG == DLI_MVCC
-    rc = dli_man.validate(txn, false);
-#endif
-    goto end;
 #elif CC_ALG == SILO
     // like OCC, sundial also makes a local copy for each read/write
     DEBUG_M("row_t::get_row SILO alloc \n");
@@ -427,7 +393,7 @@ RC row_t::get_row_post_wait(access_t type, TxnManager * txn, row_t *& row) {
     //ts_t endtime = get_sys_clock();
     row = this;
 
-#elif CC_ALG == MVCC || CC_ALG == TIMESTAMP || CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+#elif CC_ALG == MVCC || CC_ALG == TIMESTAMP || CC_ALG == DTA
     assert(txn->ts_ready);
     //INC_STATS(thd_id, time_wait, t2 - t1);
     row = txn->cur_row;
@@ -436,7 +402,7 @@ RC row_t::get_row_post_wait(access_t type, TxnManager * txn, row_t *& row) {
     assert(row->get_table() != NULL);
     assert(row->get_schema() == this->get_schema());
     assert(row->get_table_name() != NULL);
-    if (( CC_ALG == MVCC || CC_ALG == SUNDIAL || CC_ALG == SSI || CC_ALG == WSI || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3) && type == WR) {
+    if (( CC_ALG == MVCC || CC_ALG == SUNDIAL || CC_ALG == SSI || CC_ALG == WSI) && type == WR) {
         DEBUG_M("row_t::get_row_post_wait MVCC alloc \n");
         row_t * newr = (row_t *) mem_allocator.alloc(sizeof(row_t));
         newr->init(this->get_table(), get_part_id());
@@ -500,25 +466,6 @@ uint64_t row_t::return_row(RC rc, access_t type, TxnManager *txn, row_t *row) {
     mem_allocator.free(row, sizeof(row_t));
     manager->release();
     return 0;
-#elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-    assert(row != NULL);
-    uint64_t version = 0;
-    version = manager->write(row, txn, type);
-    row->free_row();
-    DEBUG_M("row_t::return_row DLT1 free \n");
-    mem_allocator.free(row, sizeof(row_t));
-    return version;
-#elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-    assert(row != NULL);
-    uint64_t version = 0;
-    if (type == WR) {
-      version = manager->write(row, txn, type);
-    } else if (type == XP) {
-      manager->write(row, txn, type);
-      row->free_row();
-      mem_allocator.free(row, sizeof(row_t));
-    }
-    return version;
 #elif CC_ALG == CNULL
     assert (row != NULL);
     if (rc == Abort) {
diff --git a/contrib/deneva/storage/row.h b/contrib/deneva/storage/row.h
index 119e241a..00a2f924 100644
--- a/contrib/deneva/storage/row.h
+++ b/contrib/deneva/storage/row.h
@@ -60,7 +60,6 @@ class Row_sundial;
 class Row_si;
 class Row_null;
 class Row_silo;
-class Row_dli_base;
 template <int ALG> class Row_unified;
 
 class row_t {
@@ -140,10 +139,6 @@ class row_t {
     Row_null * manager;
     #elif CC_ALG == SILO
     Row_silo * manager;
-    #elif CC_ALG == DLI_BASE || CC_ALG == DLI_OCC
-    Row_dli_base *manager;
-    #elif CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
-    Row_si *manager;
     #elif IS_GENERIC_ALG
     Row_unified<CC_ALG> *manager;
     #endif
diff --git a/contrib/deneva/system/global.cpp b/contrib/deneva/system/global.cpp
index 7b9a9747..0861114a 100644
--- a/contrib/deneva/system/global.cpp
+++ b/contrib/deneva/system/global.cpp
@@ -27,7 +27,6 @@
 #include "ssi.h"
 #include "wsi.h"
 #include "dta.h"
-#include "dli.h"
 #include "transport.h"
 #include "work_queue.h"
 #include "abort_queue.h"
@@ -72,7 +71,6 @@ ssi ssi_man;
 wsi wsi_man;
 Sundial sundial_man;
 Dta dta_man;
-Dli dli_man;
 #if IS_GENERIC_ALG
 UniAlgManager<CC_ALG> uni_alg_man;
 #endif
diff --git a/contrib/deneva/system/global.h b/contrib/deneva/system/global.h
index 51184a2b..2eadf079 100644
--- a/contrib/deneva/system/global.h
+++ b/contrib/deneva/system/global.h
@@ -68,7 +68,6 @@ class wsi;
 class Maat;
 class Sundial;
 class Dta;
-class Dli;
 class Transport;
 class Remote_query;
 class TxnManPool;
@@ -124,7 +123,6 @@ extern wsi wsi_man;
 extern Maat maat_man;
 extern Sundial sundial_man;
 extern Dta dta_man;
-extern Dli dli_man;
 #if IS_GENERIC_ALG
 extern UniAlgManager<CC_ALG> uni_alg_man;
 #endif
diff --git a/contrib/deneva/system/main.cpp b/contrib/deneva/system/main.cpp
index c5e8446f..debde27b 100644
--- a/contrib/deneva/system/main.cpp
+++ b/contrib/deneva/system/main.cpp
@@ -53,7 +53,6 @@
 #include "focc.h"
 #include "bocc.h"
 #include "dta.h"
-#include "dli.h"
 #include "client_query.h"
 #include "sundial.h"
 #include "http.h"
@@ -307,7 +306,7 @@ int main(int argc, char *argv[]) {
     printf("Done\n");
 #endif
 
-#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+#if CC_ALG == DTA
     printf("Initializing DTA Time Table... ");
     fflush(stdout);
     dta_time_table.init();
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index 9e1b7618..ca26c967 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -34,7 +34,6 @@
 #include "focc.h"
 #include "bocc.h"
 #include "row_occ.h"
-#include "dli.h"
 #include "dta.h"
 #include "table.h"
 #include "catalog.h"
@@ -301,7 +300,6 @@ void Transaction::release_inserts(uint64_t thd_id) {
     for(uint64_t i = 0; i < insert_rows.size(); i++) {
         row_t * row = insert_rows[i];
 #if CC_ALG != MAAT && CC_ALG != OCC && CC_ALG != SUNDIAL && CC_ALG != BOCC && CC_ALG != FOCC
-// TODO: does DLI need free row->manager?
         DEBUG_M("TxnManager::cleanup row->manager free\n");
         mem_allocator.free(row->manager, 0);
 #endif
@@ -374,10 +372,6 @@ void TxnManager::init(uint64_t thd_id, Workload * h_wl) {
   // write_set = (int *) mem_allocator.alloc(sizeof(int) * 100);
 #endif
 
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    history_dli_txn_head = dli_man.validated_txns_.load();
-#endif
-
     registed_ = false;
     txn_ready = true;
     twopl_wait_start = 0;
@@ -511,7 +505,7 @@ RC TxnManager::abort() {
     //assert(time_table.get_state(get_txn_id()) == MAAT_ABORTED);
     time_table.release(get_thd_id(),get_txn_id());
 #endif
-#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+#if CC_ALG == DTA
     dta_time_table.release(get_thd_id(), get_txn_id());
 #endif
     uint64_t timespan = get_sys_clock() - txn_stats.restart_starttime;
@@ -578,7 +572,7 @@ RC TxnManager::start_commit() {
                 send_prepare_messages();
                 rc = WAIT_REM;
             }
-        } else if (!query->readonly() || CC_ALG == OCC || CC_ALG == MAAT || CC_ALG == SILO || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == DLI_BASE || CC_ALG == DLI_OCC) {
+        } else if (!query->readonly() || CC_ALG == OCC || CC_ALG == MAAT || CC_ALG == SILO || CC_ALG == BOCC || CC_ALG == SSI) {
             // send prepare messages
 #if CC_ALG == FOCC
             rc = focc_man.start_critical_section(this);
@@ -854,16 +848,6 @@ void TxnManager::cleanup_row(RC rc, uint64_t rid) {
     }
 #endif
 
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    Dli::RWSet::iterator it;
-    if (type == WR && dli_txn && (it = dli_txn->wset_.find(orig_r)) != dli_txn->wset_.end()) {
-      // We need not lock wset_ because once dli_txn can be visiable to other transactions, the size
-      // of wset will not be changed. We only update the version of each row has been written.
-      // TODO: the value of wset should be atomical
-      it->second = version;
-    }
-#endif
-
 #endif
     if (type == WR) txn->accesses[rid]->version = version;
 #if CC_ALG == SUNDIAL
@@ -892,9 +876,6 @@ void TxnManager::cleanup(RC rc) {
 #if (CC_ALG == WSI) && MODE == NORMAL_MODE
     wsi_man.finish(rc,this);
 #endif
-#if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC_BASE) && MODE == NORMAL_MODE
-    dli_man.finish_trans(rc, this);
-#endif
 #if IS_GENERIC_ALG && MODE == NORMAL_MODE
     if (rc == RCOK) {
         uni_alg_man.Commit(*uni_txn_man_);
@@ -1156,16 +1137,6 @@ RC TxnManager::validate() {
         }
     } else if (CC_ALG == SUNDIAL) {
         rc = sundial_man.validate(this);
-    } else if (CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC ||
-          CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC) {
-        rc = dli_man.validate(this);
-        if (IS_LOCAL(get_txn_id()) && rc == RCOK) {
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-            rc = dli_man.find_bound(this);
-#else
-            set_commit_timestamp(glob_manager.get_ts(get_thd_id()));
-#endif
-        }
     } else if (CC_ALG == DTA) {
         rc = dta_man.validate(this);
         // Note: home node must be last to validate
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 3277355f..1f083bb4 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -300,11 +300,6 @@ class TxnManager {
     int last_txn_id;
     Message* last_msg;
 
-#if CC_ALG == DLI_BASE || CC_ALG == DLI_MVCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_OCC || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    DliValidatedTxn* dli_txn = nullptr;
-    DliValidatedTxn* history_dli_txn_head = nullptr;
-#endif
-
 #if IS_GENERIC_ALG
     std::unique_ptr<ttts::TxnManager<uni_alg<CC_ALG>, row_t*>> uni_txn_man_;
 #endif
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 2c8f3296..15da5718 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -46,7 +46,6 @@
 #include "ssi.h"
 #include "focc.h"
 #include "bocc.h"
-#include "dli.h"
 #include "dta.h"
 #include "da.h"
 
@@ -537,7 +536,7 @@ RC WorkerThread::process_rack_prep(Message * msg) {
         time_table.set_state(get_thd_id(),msg->get_txn_id(),MAAT_ABORTED);
     }
 #endif
-#if CC_ALG == DTA || CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
+#if CC_ALG == DTA
     // Integrate bounds
     uint64_t lower = ((AckMessage*)msg)->lower;
     uint64_t upper = ((AckMessage*)msg)->upper;
@@ -659,10 +658,6 @@ RC WorkerThread::process_rqry(Message * msg) {
 #if CC_ALG == DTA
     txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_timestamp());
     dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_timestamp());
-#endif
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-    txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_start_timestamp());
-    dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
 #endif
     rc = txn_man->run_txn();
 
@@ -822,9 +817,7 @@ RC WorkerThread::process_rtxn(Message * msg) {
 #if CC_ALG == WSI || CC_ALG == SSI
         txn_table.update_min_ts(get_thd_id(),txn_man->get_txn_id(),0,txn_man->get_start_timestamp());
 #endif
-#if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI ||\
-        CC_ALG == DLI_BASE || CC_ALG == DLI_OCC || CC_ALG == DLI_MVCC_OCC || CC_ALG == DLI_DTA ||\
-        CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3 || CC_ALG == DLI_MVCC
+#if CC_ALG == OCC || CC_ALG == FOCC || CC_ALG == BOCC || CC_ALG == SSI || CC_ALG == WSI
 #if WORKLOAD==DA
         if(da_start_stamp_tab.count(txn_man->get_txn_id())==0)
         {
@@ -860,10 +853,6 @@ RC WorkerThread::process_rtxn(Message * msg) {
         // assert(dta_time_table.get_lower(get_thd_id(),txn_man->get_txn_id()) == 0);
         assert(dta_time_table.get_upper(get_thd_id(), txn_man->get_txn_id()) == UINT64_MAX);
         assert(dta_time_table.get_state(get_thd_id(), txn_man->get_txn_id()) == DTA_RUNNING);
-#endif
-#if CC_ALG == DLI_DTA || CC_ALG == DLI_DTA2 || CC_ALG == DLI_DTA3
-        txn_table.update_min_ts(get_thd_id(), txn_man->get_txn_id(), 0, txn_man->get_start_timestamp());
-        dta_time_table.init(get_thd_id(), txn_man->get_txn_id(), txn_man->get_start_timestamp());
 #endif
         rc = init_phase();
         if (rc != RCOK) return rc;

From cdcfc6315226e2f07dbcf6f06727fcec5e191066 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 16:37:23 +0800
Subject: [PATCH 082/102] Add copyright for new source files in Deneva

---
 .../deneva/concurrency_control/row_unified.h  | 10 ++++++++
 .../deneva/concurrency_control/unified_util.h | 10 ++++++++
 .../alg_dli_identify_cycle.h                  | 10 ++++++++
 .../alg_dli_identify_merge.h                  | 10 ++++++++
 .../dli_identify_util.h                       | 10 ++++++++
 .../unified_concurrency_control/row_prece.h   | 24 +++++++------------
 .../txn_dli_identify.h                        | 10 ++++++++
 .../deneva/unified_concurrency_control/util.h | 10 ++++++++
 8 files changed, 79 insertions(+), 15 deletions(-)

diff --git a/contrib/deneva/concurrency_control/row_unified.h b/contrib/deneva/concurrency_control/row_unified.h
index 18f42763..140664bd 100644
--- a/contrib/deneva/concurrency_control/row_unified.h
+++ b/contrib/deneva/concurrency_control/row_unified.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #ifndef _ROW_UNIFIED_H_
 #define _ROW_UNIFIED_H_
 
diff --git a/contrib/deneva/concurrency_control/unified_util.h b/contrib/deneva/concurrency_control/unified_util.h
index 41ac9cbb..96692aa7 100644
--- a/contrib/deneva/concurrency_control/unified_util.h
+++ b/contrib/deneva/concurrency_control/unified_util.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #ifndef _ROW_UNIFIED_UTIL_H_
 #define _ROW_UNIFIED_UTIL_H_
 
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 51d6f764..e25422d1 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #pragma once
 
 #include "dli_identify_util.h"
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index 57a6e35d..80acb011 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #pragma once
 
 #include "dli_identify_util.h"
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index cfc68c3f..bcd4cecd 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #pragma once
 #include "row_prece.h"
 #include <vector>
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index e223ff51..7c8c0435 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -1,18 +1,12 @@
-/*
-   Copyright 2016 Massachusetts Institute of Technology
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-*/
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
 
 #ifdef ENUM_BEGIN
 #ifdef ENUM_MEMBER
diff --git a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
index 6a54acc7..66983d4c 100644
--- a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
+++ b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #pragma once
 
 #include <unordered_map>
diff --git a/contrib/deneva/unified_concurrency_control/util.h b/contrib/deneva/unified_concurrency_control/util.h
index 83f4df0e..487e1223 100644
--- a/contrib/deneva/unified_concurrency_control/util.h
+++ b/contrib/deneva/unified_concurrency_control/util.h
@@ -1,3 +1,13 @@
+/* Tencent is pleased to support the open source community by making 3TS available.
+ *
+ * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
+ * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
+ * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *
+ * Author: williamcliu@tencent.com
+ *
+ */
+
 #pragma once
 
 namespace ttts {

From 7b148f05be0a4b1572ceac63ab43b9a6533118ee Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 16:47:14 +0800
Subject: [PATCH 083/102] Do not specify g++ path in Deneva Makefile

---
 contrib/deneva/Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/Makefile b/contrib/deneva/Makefile
index 4d6db35c..90b32c27 100644
--- a/contrib/deneva/Makefile
+++ b/contrib/deneva/Makefile
@@ -1,4 +1,4 @@
-CC=/usr/local/bin/gcc10/bin/g++
+CC=g++
 CFLAGS=-Wall -Werror -std=c++17 -static-libstdc++ -g3 -ggdb -O0 -fno-strict-aliasing -fno-omit-frame-pointer -D_GLIBCXX_USE_CXX11_ABI=0 -static-libasan -fsanitize=address
 #CFLAGS += -fsanitize=address -fno-stack-protector -fno-omit-frame-pointer
 NNMSG=./nanomsg-0.5-beta

From 1385581376229b1a335aceb6430a9107c9438fd8 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 17:48:49 +0800
Subject: [PATCH 084/102] Fix false rollback in Deneva SSI

---
 contrib/deneva/concurrency_control/row_ssi.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/concurrency_control/row_ssi.cpp b/contrib/deneva/concurrency_control/row_ssi.cpp
index de71c42d..d1949383 100644
--- a/contrib/deneva/concurrency_control/row_ssi.cpp
+++ b/contrib/deneva/concurrency_control/row_ssi.cpp
@@ -30,7 +30,7 @@ void Row_ssi::init(row_t * row) {
     pthread_mutex_init(latch, NULL);
     whis_len = 0;
     rhis_len = 0;
-
+    commit_lock = 0;
     preq_len = 0;
 }
 

From bc85b700759da43cc78a96dc9f7c0dcc04359d28 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Tue, 30 Mar 2021 21:44:30 +0800
Subject: [PATCH 085/102] Fix assertion failed in Deneva YCSB workload

---
 contrib/deneva/transport/message.cpp | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/contrib/deneva/transport/message.cpp b/contrib/deneva/transport/message.cpp
index 7e293540..e1fdf2b8 100644
--- a/contrib/deneva/transport/message.cpp
+++ b/contrib/deneva/transport/message.cpp
@@ -494,7 +494,7 @@ void YCSBClientQueryMessage::copy_from_buf(char * buf) {
         DEBUG_M("YCSBClientQueryMessage::copy ycsb_request alloc\n");
         ycsb_request * req = (ycsb_request*)mem_allocator.alloc(sizeof(ycsb_request));
         *req = *reinterpret_cast<ycsb_request*>(buf + ptr);
-
+        ptr += sizeof(ycsb_request);
         assert(req->key < g_synth_table_size);
         requests.add(req);
     }
@@ -1412,6 +1412,7 @@ void YCSBQueryMessage::copy_from_buf(char * buf) {
         DEBUG_M("YCSBQueryMessage::copy ycsb_request alloc\n");
         ycsb_request * req = (ycsb_request*)mem_allocator.alloc(sizeof(ycsb_request));
         *req = *reinterpret_cast<ycsb_request*>(buf + ptr);
+        ptr += sizeof(ycsb_request);
         ASSERT(req->key < g_synth_table_size);
         requests.add(req);
     }

From c9d646866af3318dcc518b9205fe2dbafbd820b9 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 31 Mar 2021 10:18:52 +0800
Subject: [PATCH 086/102] Fix close socket error by not destroying socket after
 io_thread exit

---
 contrib/deneva/system/io_thread.cpp    |  8 --------
 contrib/deneva/transport/transport.cpp | 14 --------------
 contrib/deneva/transport/transport.h   |  1 -
 3 files changed, 23 deletions(-)

diff --git a/contrib/deneva/system/io_thread.cpp b/contrib/deneva/system/io_thread.cpp
index 26ee1de9..30edcc63 100644
--- a/contrib/deneva/system/io_thread.cpp
+++ b/contrib/deneva/system/io_thread.cpp
@@ -35,12 +35,6 @@
 
 static std::atomic<bool> g_one_io_thread_exit(false);
 
-static void try_close_socket() {
-  if (g_one_io_thread_exit.exchange(true)) {
-    tport_man.destroy();
-  }
-}
-
 void InputThread::setup() {
 
     std::vector<Message*> * msgs;
@@ -94,7 +88,6 @@ RC InputThread::run() {
     } else {
         server_recv_loop();
     }
-    try_close_socket();
     return FINISH;
 
 }
@@ -268,7 +261,6 @@ RC OutputThread::run() {
         heartbeat();
         messager->run();
     }
-    try_close_socket();
     printf("OutputThread FINISH %ld:%ld\n", _node_id, _thd_id);
     fflush(stdout);
     return FINISH;
diff --git a/contrib/deneva/transport/transport.cpp b/contrib/deneva/transport/transport.cpp
index 2eaf6040..3ceb8039 100644
--- a/contrib/deneva/transport/transport.cpp
+++ b/contrib/deneva/transport/transport.cpp
@@ -240,20 +240,6 @@ void Transport::init() {
     fflush(stdout);
 }
 
-void Transport::destroy() {
-    for (auto& sock : recv_sockets) {
-        sock->~Socket();
-        mem_allocator.free(sock, sizeof(Socket));
-    }
-    recv_sockets.clear();
-    for (auto& sock_pair : send_sockets) {
-        sock_pair.second->~Socket();
-        mem_allocator.free(sock_pair.second, sizeof(Socket));
-    }
-    send_sockets.clear();
-    printf("Tport Destroy %d: %ld\n",g_node_id,_sock_cnt);
-}
-
 // rename sid to send thread id
 void Transport::send_msg(uint64_t send_thread_id, uint64_t dest_node_id, void * sbuf,int size) {
     uint64_t starttime = get_sys_clock();
diff --git a/contrib/deneva/transport/transport.h b/contrib/deneva/transport/transport.h
index 197ac524..b4d6341c 100644
--- a/contrib/deneva/transport/transport.h
+++ b/contrib/deneva/transport/transport.h
@@ -49,7 +49,6 @@ class Transport {
     void read_ifconfig(const char * ifaddr_file);
     void init();
     void shutdown();
-    void destroy();
     uint64_t get_socket_count();
     string get_path();
     Socket * get_socket();

From e0f4d6567d332242ec2c370107a096431ff327c2 Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Wed, 31 Mar 2021 18:39:51 +0800
Subject: [PATCH 087/102] Support UNI_DLI_IDENTIFY_CHAIN in 3TS-DA

---
 .../deneva/concurrency_control/unified_util.h |   4 +-
 .../alg_dli_identify_chain.h                  | 140 +++++++++++
 .../alg_dli_identify_cycle.h                  |   5 +-
 .../dli_identify_util.h                       |   7 +-
 .../operation_type.h                          |  24 ++
 .../unified_concurrency_control/row_prece.h   |  78 +-----
 .../txn_dli_identify.h                        |  10 +-
 .../unified_concurrency_control/uni_algs.h    |  23 ++
 .../deneva/unified_concurrency_control/util.h |  14 +-
 src/3ts/backend/anomaly_identify.cc           |  23 +-
 src/3ts/backend/anomaly_identify.h            | 238 +++++++++---------
 .../cca/conflict_serializable_algorithm.h     |  74 +++---
 .../backend/cca/unified_history_algorithm.h   | 104 ++++++++
 13 files changed, 497 insertions(+), 247 deletions(-)
 create mode 100644 contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
 create mode 100644 contrib/deneva/unified_concurrency_control/operation_type.h
 create mode 100644 contrib/deneva/unified_concurrency_control/uni_algs.h
 create mode 100644 src/3ts/backend/cca/unified_history_algorithm.h

diff --git a/contrib/deneva/concurrency_control/unified_util.h b/contrib/deneva/concurrency_control/unified_util.h
index 41ac9cbb..97519797 100644
--- a/contrib/deneva/concurrency_control/unified_util.h
+++ b/contrib/deneva/concurrency_control/unified_util.h
@@ -3,7 +3,7 @@
 
 #include "../unified_concurrency_control/row_prece.h"
 #include "../unified_concurrency_control/alg_dli_identify_cycle.h"
-#include "../unified_concurrency_control/alg_dli_identify_merge.h"
+#include "../unified_concurrency_control/alg_dli_identify_chain.h"
 #include "../unified_concurrency_control/txn_dli_identify.h"
 
 class row_t;
@@ -11,7 +11,7 @@ class row_t;
 template <int ALG> constexpr const ttts::UniAlgs uni_alg;
 
 template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
-template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_2> = ttts::UniAlgs::UNI_DLI_IDENTIFY_MERGE;
+template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_2> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN;
 
 template <int ALG> using UniRowManager = ttts::RowManager<uni_alg<ALG>, row_t*>;
 template <int ALG> using UniTxnManager = ttts::TxnManager<uni_alg<ALG>, row_t*>;
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
new file mode 100644
index 00000000..88221486
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
@@ -0,0 +1,140 @@
+//#pragma once
+#ifndef TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
+#define TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
+
+#include "dli_identify_util.h"
+#include "row_prece.h"
+#include <mutex>
+#include <type_traits>
+
+namespace ttts {
+
+template <UniAlgs ALG, typename Data>
+class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CHAIN>>
+{
+  public:
+    using Txn = TxnManager<ALG, Data>;
+
+    bool Validate(Txn& txn)
+    {
+        txn.node_->state() = TxnNode::State::PREPARING;
+
+        {
+            std::scoped_lock l(m_);
+            cc_txns_.emplace_back(txn.node_);
+        }
+
+        Path cycle_part = DirtyCycle<true /*is_commit*/>(*txn.node_);
+
+        if (!cycle_part.Passable()) {
+            cycle_part = CyclePart_(txn);
+        }
+
+        if (!cycle_part.Passable()) {
+            return true;
+        } else {
+            txn.cycle_ = std::make_unique<Path>(std::move(cycle_part));
+            return false;
+        }
+    }
+
+    void Commit(Txn& txn)
+    {
+        txn.node_->Commit();
+    }
+
+    void Abort(Txn& txn)
+    {
+        if (!txn.cycle_) {
+            // we can only identify the dirty write/read anomaly rather than avoiding it
+            Path cycle = DirtyCycle<false /*is_commit*/>(*txn.node_);
+            if (cycle.Passable()) {
+                txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+            }
+        }
+        if (const std::unique_ptr<Path>& cycle = txn.cycle_) {
+            txn.node_->Abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
+        } else {
+            txn.node_->Abort(false /*clear_to_txns*/);
+        }
+    }
+
+    void CheckConcurrencyTxnEmpty() {
+        std::scoped_lock l(m_);
+        bool is_empty = true;
+        for (const auto& weak_txn : cc_txns_) {
+            if (const auto txn = weak_txn.lock()) {
+                std::cerr << "** Txn Leak ** " << *txn;
+                is_empty = false;
+            }
+        }
+        // assert failed here means there is actually a cycle but we miss it
+        assert(is_empty);
+        cc_txns_.clear();
+    }
+
+    static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
+    {
+        assert(preces.size() == 2);
+        const auto& p1 = preces.front();
+        const auto& p2 = preces.back();
+        if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::WA ||
+                                                        prece.type() == PreceType::WC; })) {
+            return AnomalyType::WAT_1_DIRTY_WRITE;
+        } else if (std::any_of(preces.begin(), preces.end(),
+                    [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+            return AnomalyType::RAT_1_DIRTY_READ;
+        } else if (p1.from_txn_id() != p2.to_txn_id()) {
+            return IdentifyAnomalyMultiple(preces);
+        // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
+        } else if (p1.row_id() != p2.row_id()) {
+            return IdentifyAnomalyDouble(p1.type(), p2.type());
+        } else if (p1.to_ver_id() < p2.to_ver_id() ||
+                  (p1.to_ver_id() == p2.to_ver_id() && p1.from_ver_id() < p2.from_ver_id())) {
+            return IdentifyAnomalySingle(p1.type(), p2.type());
+        } else {
+            return IdentifyAnomalySingle(p2.type(), p1.type());
+        }
+    }
+
+  private:
+    Path CyclePart_(Txn& txn)
+    {
+        // Validate failed if has a from_txn and a to_txn which are both finished but not released.
+        std::scoped_lock l(txn.node_->mutex());
+        std::shared_ptr<PreceInfo> from_prece;
+        for (const auto& [_, weak_from_prece] : txn.node_->UnsafeGetFromPreces()) {
+            from_prece = weak_from_prece.lock();
+            if (from_prece == nullptr) {
+                continue;
+            }
+            const auto& from_txn = from_prece->from_txn();
+            if (from_txn == nullptr || from_txn->state() == TxnNode::State::ACTIVE) {
+                from_prece = nullptr;
+                continue;
+            }
+            break;
+        }
+
+        std::shared_ptr<PreceInfo> to_prece;
+        for (const auto& [_, to_prece_tmp] : txn.node_->UnsafeGetToPreces()) {
+            if (to_prece_tmp->to_txn()->state() != TxnNode::State::ACTIVE) {
+                to_prece = to_prece_tmp;
+                break;
+            }
+        }
+
+        if (from_prece && to_prece) {
+            return Path(std::vector<PreceInfo>{*from_prece, *to_prece});
+        }
+        return {};
+    }
+
+    std::mutex m_;
+    std::vector<std::weak_ptr<TxnNode>> cc_txns_; // only for debug
+};
+
+}
+
+#endif // TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 51d6f764..796447d0 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -1,4 +1,6 @@
-#pragma once
+//#pragma once
+#ifndef TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
+#define TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
 
 #include "dli_identify_util.h"
 #include "row_prece.h"
@@ -188,3 +190,4 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 
 }
 
+#endif // TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index cfc68c3f..6327c8bb 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -1,4 +1,7 @@
-#pragma once
+//#pragma once
+#ifndef TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
+#define TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
+
 #include "row_prece.h"
 #include <vector>
 #include <iostream>
@@ -247,3 +250,5 @@ static AnomalyType IdentifyAnomalyMultiple(const std::vector<PreceInfo>& preces)
 }
 
 }
+
+#endif //TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
diff --git a/contrib/deneva/unified_concurrency_control/operation_type.h b/contrib/deneva/unified_concurrency_control/operation_type.h
new file mode 100644
index 00000000..f2393ab8
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/operation_type.h
@@ -0,0 +1,24 @@
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(OperationType)
+ENUM_MEMBER(OperationType, W)
+ENUM_MEMBER(OperationType, R)
+ENUM_MEMBER(OperationType, C)
+ENUM_MEMBER(OperationType, A)
+ENUM_END(OperationType)
+
+#endif
+#endif
+#endif
+
+#ifndef TTTS_DENEVA_OPERATION_TYPE_H_
+#define TTTS_DENEVA_OPERATION_TYPE_H_
+
+namespace ttts {
+#define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/operation_type.h"
+#include "../../../src/3ts/backend/util/extend_enum.h"
+}
+
+#endif // TTTS_DENEVA_OPERATION_TYPE_H_
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index e223ff51..cdc9af67 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -14,71 +14,8 @@
    limitations under the License.
 */
 
-#ifdef ENUM_BEGIN
-#ifdef ENUM_MEMBER
-#ifdef ENUM_END
-
-ENUM_BEGIN(OperationType)
-ENUM_MEMBER(OperationType, W)
-ENUM_MEMBER(OperationType, R)
-ENUM_MEMBER(OperationType, C)
-ENUM_MEMBER(OperationType, A)
-ENUM_END(OperationType)
-
-ENUM_BEGIN(PreceType)
-ENUM_MEMBER(PreceType, RW)
-ENUM_MEMBER(PreceType, WR)
-ENUM_MEMBER(PreceType, WCR)
-ENUM_MEMBER(PreceType, WW)
-ENUM_MEMBER(PreceType, WCW)
-ENUM_MEMBER(PreceType, RA)
-ENUM_MEMBER(PreceType, WC)
-ENUM_MEMBER(PreceType, WA)
-ENUM_END(PreceType)
-
-ENUM_BEGIN(AnomalyType)
-// ======== WAT - 1 =========
-ENUM_MEMBER(AnomalyType, WAT_1_DIRTY_WRITE)
-ENUM_MEMBER(AnomalyType, WAT_1_FULL_WRITE)
-ENUM_MEMBER(AnomalyType, WAT_1_LOST_SELF_UPDATE)
-ENUM_MEMBER(AnomalyType, WAT_1_LOST_UPDATE)
-// ======== WAT - 2 =========
-ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, WAT_2_DOUBLE_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_1)
-ENUM_MEMBER(AnomalyType, WAT_2_READ_WRITE_SKEW_2)
-ENUM_MEMBER(AnomalyType, WAT_2_FULL_WRITE_SKEW)
-// ======== WAT - 3 =========
-ENUM_MEMBER(AnomalyType, WAT_STEP)
-// ======== RAT - 1 =========
-ENUM_MEMBER(AnomalyType, RAT_1_DIRTY_READ)
-ENUM_MEMBER(AnomalyType, RAT_1_INTERMEDIATE_READ)
-ENUM_MEMBER(AnomalyType, RAT_1_NON_REPEATABLE_READ)
-// ======== RAT - 2 =========
-ENUM_MEMBER(AnomalyType, RAT_2_WRITE_READ_SKEW)
-ENUM_MEMBER(AnomalyType, RAT_2_DOUBLE_WRITE_SKEW_COMMITTED)
-ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW)
-ENUM_MEMBER(AnomalyType, RAT_2_READ_SKEW_2)
-// ======== RAT - 3 =========
-ENUM_MEMBER(AnomalyType, RAT_STEP)
-// ======== IAT - 1 =========
-ENUM_MEMBER(AnomalyType, IAT_1_LOST_UPDATE_COMMITTED)
-// ======== IAT - 2 =========
-ENUM_MEMBER(AnomalyType, IAT_2_READ_WRITE_SKEW_COMMITTED)
-ENUM_MEMBER(AnomalyType, IAT_2_WRITE_SKEW)
-// ======== IAT - 3 =========
-ENUM_MEMBER(AnomalyType, IAT_STEP)
-// ======== Unknown =========
-ENUM_MEMBER(AnomalyType, UNKNOWN_1)
-ENUM_MEMBER(AnomalyType, UNKNOWN_2)
-ENUM_END(AnomalyType)
-
-#endif
-#endif
-#endif
-
-#ifndef ROW_PRECE_H
-#define ROW_PRECE_H
+#ifndef TTTS_DENEVA_ROW_PRECE_H_
+#define TTTS_DENEVA_ROW_PRECE_H_
 
 #include <mutex>
 #include <unordered_map>
@@ -88,12 +25,12 @@ ENUM_END(AnomalyType)
 #include <iostream>
 #include <vector>
 #include "util.h"
+#include "../../../src/3ts/backend/cca/anomaly_type.h"
+#include "../../../src/3ts/backend/cca/prece_type.h"
+#include "operation_type.h"
 
 namespace ttts {
 
-#define ENUM_FILE "../unified_concurrency_control/row_prece.h"
-#include "../system/extend_enum.h"
-
 class TxnNode;
 
 inline std::pair<OperationType, OperationType> DividePreceType(const PreceType prece)
@@ -347,7 +284,7 @@ class VersionInfo
 
 template <UniAlgs ALG, typename Data>
 class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CYCLE ||
-                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
+                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_CHAIN>>
 {
   public:
     using Txn = TxnManager<ALG, Data>;
@@ -358,6 +295,7 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
                       0))
     {}
 
+    RowManager() {}
     std::optional<Data> Read(Txn& txn)
     {
         std::lock_guard<std::mutex> l(m_);
@@ -430,4 +368,4 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 
 }
 
-#endif
+#endif // TTTS_DENEVA_ROW_PRECE_H_
diff --git a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
index 6a54acc7..bf0a051d 100644
--- a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
+++ b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
@@ -1,4 +1,6 @@
-#pragma once
+//#pragma once
+#ifndef TTTS_DENEVA_TXN_DLI_IDENTIFY_H_
+#define TTTS_DENEVA_TXN_DLI_IDENTIFY_H__
 
 #include <unordered_map>
 #include <memory>
@@ -11,11 +13,11 @@ namespace ttts {
 
 template <UniAlgs ALG, typename Data>
 class TxnManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_CYCLE ||
-                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
+                                                      ALG == UniAlgs::UNI_DLI_IDENTIFY_CHAIN>>
 {
   public:
     TxnManager(const uint64_t txn_id) : node_(std::make_shared<TxnNode>(txn_id)) {}
-
+    TxnManager() {}
     const uint64_t txn_id() const { return node_->txn_id(); }
 
     std::unique_lock<std::mutex> l_;
@@ -25,3 +27,5 @@ class TxnManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 };
 
 }
+
+#endif // TTTS_DENEVA_TXN_DLI_IDENTIFY_H_
diff --git a/contrib/deneva/unified_concurrency_control/uni_algs.h b/contrib/deneva/unified_concurrency_control/uni_algs.h
new file mode 100644
index 00000000..a0a326a1
--- /dev/null
+++ b/contrib/deneva/unified_concurrency_control/uni_algs.h
@@ -0,0 +1,23 @@
+#ifdef ENUM_BEGIN
+#ifdef ENUM_MEMBER
+#ifdef ENUM_END
+
+ENUM_BEGIN(UniAlgs)
+ENUM_MEMBER(UniAlgs, UNI_DLI_IDENTIFY_CHAIN)
+ENUM_MEMBER(UniAlgs, UNI_DLI_IDENTIFY_CYCLE)
+ENUM_MEMBER(UniAlgs, ALL)
+ENUM_END(UniAlgs)
+
+#endif
+#endif
+#endif
+
+#ifndef TTTS_DENEVA_UNI_ALGS_H_
+#define TTTS_DENEVA_UNI_ALGS_H_
+
+namespace ttts {
+#define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/uni_algs.h"
+#include "../../../src/3ts/backend/util/extend_enum.h"
+}
+
+#endif // TTTS_DENEVA_UNI_ALGS_H_
diff --git a/contrib/deneva/unified_concurrency_control/util.h b/contrib/deneva/unified_concurrency_control/util.h
index 83f4df0e..e6a1ec56 100644
--- a/contrib/deneva/unified_concurrency_control/util.h
+++ b/contrib/deneva/unified_concurrency_control/util.h
@@ -1,15 +1,15 @@
-#pragma once
+//#pragma once
+#ifndef TTTS_DENEVA_UNTIL_H_
+#define TTTS_DENEVA_UNTIL_H_
 
-namespace ttts {
+#include "uni_algs.h"
 
-enum class UniAlgs
-{
-    UNI_DLI_IDENTIFY_CYCLE,
-    UNI_DLI_IDENTIFY_MERGE,
-};
+namespace ttts {
 
 template <UniAlgs ALG, typename Data, typename T = void> class AlgManager;
 template <UniAlgs ALG, typename Data, typename T = void> class RowManager;
 template <UniAlgs ALG, typename Data, typename T = void> class TxnManager;
 
 }
+
+#endif // TTTS_DENEVA_UNTIL_H_
diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index bbb7b00a..970205cd 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -54,18 +54,23 @@ int main() {
       }
     } else if (text.find("\\g") != text.npos || text.find("algorithm") != text.npos) {
       const auto index_space = text.find_first_of(" ");
+      bool ret = true;
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         Printer::TrimSpace(input);
         if ("DLI_IDENTIFY_CYCLE" == input) {
-          printer.SetAlg(AlgType::DLI_IDENTIFY_CYCLE);
+          printer.SetAlg(ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE);
         } else if ("DLI_IDENTIFY_CHAIN" == input) {
-          printer.SetAlg(AlgType::DLI_IDENTIFY_CHAIN);
-        } else if ("All" == input) {
-          printer.SetAlg(AlgType::ALL);
+          printer.SetAlg(ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN);
+        } else if ("ALL" == input) {
+          printer.SetAlg(ttts::UniAlgs::ALL);
         } else {
+          ret = false;
           Printer::Print("Unknown Algorithm");
         }
+        if (ret) {
+          std::cout << "Set algorithm success" << std::endl;
+        }
       } else {
         Printer::Print("Please check input format, such as \\g DLI_IDENTIFY_CYCLE");
       }
@@ -98,15 +103,7 @@ int main() {
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
       Printer::PrintAuthorInfo();
     } else if (text.find("R") != text.npos || text.find("W") != text.npos) {
-        if (printer.Alg() == AlgType::DLI_IDENTIFY_CYCLE) {
-          checker.ExecDLI(text);
-        } else if (printer.Alg() == AlgType::DLI_IDENTIFY_CHAIN) {
-          // to do
-        } else if (printer.Alg() == AlgType::ALL) {
-          // to do
-        } else {
-          Printer::Print("alg has Unknown value");
-        }
+        checker.ExecAnomalyIdentify(text, printer.Alg());
     }
   }
   return 0;
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 72cdeb2c..94decfac 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -8,41 +8,37 @@
  * Author: farrisli@tencent.com
  *
  */
-#include <iostream>
+//#include <iostream>
 #include <map>
 #include <unordered_map>
 #include "util/generic.h"
 #include "cca/conflict_serializable_algorithm.h"
+#include "cca/unified_history_algorithm.h"
 #include "shape.h"
-
-enum class AlgType {
-  DLI_IDENTIFY_CYCLE,
-  DLI_IDENTIFY_CHAIN,
-  ALL
-};
+#include "../../../contrib/deneva/unified_concurrency_control/uni_algs.h"
 
 class Printer {
 public:
   Printer() : anomaly_map_{
     {"DirtyWrite",         "WAT   SDA     'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]"},
-    {"LostUpdate",         "WAT   SDA     'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]"},
+    {"LostUpdate",         "WAT   SDA     'R0a R1a W0a R0a W0a W1a C1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]"},
     {"LostSelfUpdate",     "WAT   SDA     'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]"},
     {"Full-Write",         "WAT   SDA     'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]"},
-    {"Read-WriteSkew1",    "WAT   DDA     'R0a W0a R0a R1b W0b W1a A0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
+    {"Read-WriteSkew1",    "WAT   DDA     'R0a W0a R0a R1b W0b W1a C0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
     {"Read-WriteSkew2",    "WAT   DDA     'R0a W0a W0b W1a R1b W0b C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
-    {"Double-WriteSkew1",  "WAT   DDA     'R0a W0a R1a W1a W1b W0b A1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]"},
+    {"Double-WriteSkew1",  "WAT   DDA     'R0a W0a R1a W1a W1b W0b C1 C0'      Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]"},
     {"Double-WriteSkew2",  "WAT   DDA     'R0a W0a R0a W1a W1b R0b C1 C0'      Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]"},
-    {"Full-WriteSkew",     "WAT   DDA     'R0a W0a W1a W1b W0b R1a A0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
-    {"StepWAT",            "WAT   MDA     'R0a R0b W1b W2c W0c A0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]..."},
+    {"Full-WriteSkew",     "WAT   DDA     'R0a W0a W1a W1b W0b R1a C0 C1'      Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
+    {"StepWAT",            "WAT   MDA     'R0a R0b W1b W2c W0c C0 C1 W2b C2'   ...Wi[xm]...Wj[xm+1]..."},
     {"DirtyRead",          "RAT   SDA     'R0a W0a R1a R0a R1a R0a C1 A0'      Wi[xm]...Rj[xm+1]"},
-    {"Non-RepeatableRead",   "RAT   SDA     'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]"},
+    {"Non-RepeatableRead", "RAT   SDA     'R0a R1a R0a W1a R0a R1a C1 C0'      Ri[xm]...Wj[xm+1]...Ri[xm+1]"},
     {"IntermediateRead",   "RAT   SDA     'R0a W0a R1a W0a R1a W0a C1 C0'      Wi[xm]...Rj[xm+1]...Wi[xm+2]"},
-    {"ReadSkew",           "RAT   DDA     'R0a W0a R1b R0b W0b R1a C0 A1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
+    {"ReadSkew",           "RAT   DDA     'R0a W0a R1b R0b W0b R1a C0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]"},
     {"ReadSkew2",          "RAT   DDA     'R0a W0a W0b R1b R1a C1 W0a C0'      Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]"},
-    {"Write-ReadSkew",     "RAT   DDA     'R0a W0a R1a W1b R0b R1a A0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]"},
+    {"Write-ReadSkew",     "RAT   DDA     'R0a W0a R1a W1b R0b R1a C0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]"},
     {"StepRAT",            "RAT   MDA     'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)"},
     {"WriteSkew",          "IAT   DDA     'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]"},
-    {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
+    {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c C1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
   }, info_map_{
     {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
     {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number and less than 10)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},
@@ -133,124 +129,140 @@ class Printer {
       str.erase(itor, str.end());
   }
 
-  AlgType Alg() const { return alg_; };
-  void SetAlg(AlgType alg) { alg_ = alg; };
+  ttts::UniAlgs Alg() const { return alg_; };
+  void SetAlg(ttts::UniAlgs alg) { alg_ = alg; };
 
   std::unordered_map<std::string, std::string> InfoMap() const { return info_map_; };
   std::unordered_map<std::string, std::string> AnomalyMap() const { return anomaly_map_; };
 private:
-  AlgType alg_ = AlgType::DLI_IDENTIFY_CYCLE;
+  ttts::UniAlgs alg_ = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
   std::unordered_map<std::string, std::string> info_map_;
   std::unordered_map<std::string, std::string> anomaly_map_;
 };
 
 class Checker {
 public:
-  void ExecDLI(const std::string& text) {
+  void ExecAnomalyIdentify(const std::string& text, ttts::UniAlgs alg_type) {
     ttts::History history;
     std::istringstream is(text);
-    if ((is >> history)) {
-      ttts::ConflictSerializableAlgorithm<true> alg;
+
+    const auto get_and_print_anomaly = [&] (auto&& alg, auto&& alg_type) {
       const std::optional<ttts::AnomalyType> anomaly = alg.GetAnomaly(history, nullptr);
-      if (!anomaly.has_value()) {
-        std::cout << "No Data Anomaly\n" << std::endl;
-      } else {
-        const std::vector<std::string> anomaly_info = AnomalyInfo(ttts::ToString(anomaly.value()));
-        std::cout << "DLI_IDENTIFY_CYCLE's Identification Result:" << std::endl;
-        std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3] << "\n" <<   std::endl;
+      PrintAnomalyInfo(anomaly, alg_type);
+    };
+
+    if ((is >> history)) {
+      if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE) {
+        get_and_print_anomaly(ttts::ConflictSerializableAlgorithm<true>(), alg_type);
+      } else if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN) {
+        ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t> alg;
+        get_and_print_anomaly(ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>(), alg_type);
+      } else if (alg_type == ttts::UniAlgs::ALL) {
+        get_and_print_anomaly(ttts::ConflictSerializableAlgorithm<true>(), ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE);
+        get_and_print_anomaly(ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>(), ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN);
       }
     }
   }
 
-    std::vector<std::string> AnomalyInfo(const std::string& anomaly) {
-      auto index = anomaly.find_first_of("_");
-      std::vector<std::string> anomaly_info;
-      if (index != anomaly.npos) {
-        // get anomaly_type
-        anomaly_info.emplace_back(anomaly.substr(0, index));
-        // get anomaly_subtype
-        std::string anomaly_subtype = "";
-        std::string m = anomaly.substr(index + 1, 1);
-        if ("1" == m) {
-          anomaly_subtype = "SDA";
-        } else if ("2" == m) {
-          anomaly_subtype = "DDA";
-        } else {
-          anomaly_subtype = "MDA";
-        }
-        anomaly_info.emplace_back(anomaly_subtype);
-        // get anomaly_name
-        std::string name = anomaly.substr(index + 3);
-        if (anomaly.find("STEP") == anomaly.npos) {
-          bool is_head = false;
-          for (size_t i = 0; i < name.size(); i++) {
-            if (i == 0) {
-              continue;
-            } else if (name[i] == '_') {
-              name[i] = ' ';
-              is_head = true;
-            } else if (is_head == true) {
-              is_head = false;
-            } else if (name[i] >= 'A' && name[i] <= 'Z') {
-                name[i] += 'a' - 'A'; // Convert to lowercase
-            }
+  void PrintAnomalyInfo(const std::optional<ttts::AnomalyType> anomaly, ttts::UniAlgs alg_type) {
+    if (!anomaly.has_value()) {
+      std::cout << "No Data Anomaly\n" << std::endl;
+    } else {
+      const std::vector<std::string> anomaly_info = AnomalyInfo(ttts::ToString(anomaly.value()));
+      std::cout << ttts::ToString(alg_type) << "'s Identification Result:" << std::endl;
+      std::cout << "Anomaly Type: " << anomaly_info[0] << "\nAnomaly SubType: " << anomaly_info[1] << "\nAnomaly Name: " << anomaly_info[2] << "\nAnomaly Format: " << anomaly_info[3] << "\n" <<   std::endl;
+    }
+  }
+
+  std::vector<std::string> AnomalyInfo(const std::string& anomaly) {
+    auto index = anomaly.find_first_of("_");
+    std::vector<std::string> anomaly_info;
+    if (index != anomaly.npos) {
+      // get anomaly_type
+      anomaly_info.emplace_back(anomaly.substr(0, index));
+      // get anomaly_subtype
+      std::string anomaly_subtype = "";
+      std::string m = anomaly.substr(index + 1, 1);
+      if ("1" == m) {
+        anomaly_subtype = "SDA";
+      } else if ("2" == m) {
+        anomaly_subtype = "DDA";
+      } else {
+        anomaly_subtype = "MDA";
+      }
+      anomaly_info.emplace_back(anomaly_subtype);
+      // get anomaly_name
+      std::string name = anomaly.substr(index + 3);
+      if (anomaly.find("STEP") == anomaly.npos) {
+        bool is_head = false;
+        for (size_t i = 0; i < name.size(); i++) {
+          if (i == 0) {
+            continue;
+          } else if (name[i] == '_') {
+            name[i] = ' ';
+            is_head = true;
+          } else if (is_head == true) {
+            is_head = false;
+          } else if (name[i] >= 'A' && name[i] <= 'Z') {
+              name[i] += 'a' - 'A'; // Convert to lowercase
           }
-        } else {
-          name = "Step " + anomaly_info[0];
-        }
-        anomaly_info.emplace_back(name);
-        // get anomaly_format
-        std::string format = "";
-        if ("Dirty Write" == name) {
-          format = "Wi[xm]...Wj[xm+1]";
-        } else if ("Full Write" == name) {
-          format = "Wi[xm]...Wj[xm+1]...Wi[xm+2]";
-        } else if ("Lost Self Update" == name) {
-          format = "Wi[xm]...Wj[xm+1]...Ri[xm+1]";
-        } else if ("Lost Update" == name) {
-          format = "Ri[xm]...Wj[xm+1]...Wi[xm+2]";
-        } else if ("Double Write Skew 1" == name) {
-          format = "Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
-        } else if ("Double Write Skew 2" == name) {
-          format = "Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-        } else if ("Read Write Skew 1" == name) {
-          format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-        } else if ("Read Write Skew 2" == name) {
-          format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-        } else if ("Full Write Skew" == name) {
-          format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
-        } else if ("WAT_STEP" == anomaly) {
-          format = "...Wi[xm]...Wj[xm+1]...";
-        } else if ("Dirty Read" == name) {
-          format = "Wi[xm]...Rj[xm+1]";
-        } else if ("Non Repeatable Read" == name) {
-          format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
-        } else if ("Intermediate Read" == name) {
-          format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
-        } else if ("Write Read Skew" == name) {
-          format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
-        } else if ("DOUBLE_WRITE_SKEW_COMMITTED" == name) {
-          format = "Wi[xm]...Rj[xm+1]...Wj[yn]...Wi[yn+1]";
-        } else if ("Read Skew" == name) {
-          format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
-        } else if ("Read Skew 2" == name) {
-          format = "Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
-        } else if ("RAT_STEP" == anomaly) {
-          format = "...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
-        } else if ("LOST_UPDATE_COMMITTED" == name) {
-          format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
-        } else if ("READ_WRITE_SKEW_COMMITTED" == name) {
-          format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
-        } else if ("Write Skew" == name) {
-          format = "Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
-        } else if ("IAT_STEP" == anomaly) {
-          format = "...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
         }
-        anomaly_info.emplace_back(format);
       } else {
-        std::cerr << "get AnomalyType failed" << std::endl;
+        name = "Step " + anomaly_info[0];
       }
-      return anomaly_info;
+      anomaly_info.emplace_back(name);
+      // get anomaly_format
+      std::string format = "";
+      if ("Dirty Write" == name) {
+        format = "Wi[xm]...Wj[xm+1]";
+      } else if ("Full Write" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wi[xm+2]";
+      } else if ("Lost Self Update" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Ri[xm+1]";
+      } else if ("Lost Update" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wi[xm+2]";
+      } else if ("Double Write Skew 1" == name) {
+        format = "Wi[xm]...Rj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("Double Write Skew 2" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+      } else if ("Read Write Skew 1" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("Read Write Skew 2" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+      } else if ("Full Write Skew" == name) {
+        format = "Wi[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("WAT_STEP" == anomaly) {
+        format = "...Wi[xm]...Wj[xm+1]...";
+      } else if ("Dirty Read" == name) {
+        format = "Wi[xm]...Rj[xm+1]";
+      } else if ("Non Repeatable Read" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Ri[xm+1]";
+      } else if ("Intermediate Read" == name) {
+        format = "Wi[xm]...Rj[xm+1]...Wi[xm+2]";
+      } else if ("Write Read Skew" == name) {
+        format = "Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]";
+      } else if ("DOUBLE_WRITE_SKEW_COMMITTED" == name) {
+        format = "Wi[xm]...Rj[xm+1]...Wj[yn]...Wi[yn+1]";
+      } else if ("Read Skew" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Wj[yn]...Ri[yn]";
+      } else if ("Read Skew 2" == name) {
+        format = "Wi[xm]...Rj[xm]...Rj[yn]...Wi[yn+1]";
+      } else if ("RAT_STEP" == anomaly) {
+        format = "...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)";
+      } else if ("LOST_UPDATE_COMMITTED" == name) {
+        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("READ_WRITE_SKEW_COMMITTED" == name) {
+        format = "Ri[xm]...Wj[xm]...Wj[yn]...Wi[yn+1]";
+      } else if ("Write Skew" == name) {
+        format = "Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]";
+      } else if ("IAT_STEP" == anomaly) {
+        format = "...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)";
+      }
+      anomaly_info.emplace_back(format);
+    } else {
+      std::cerr << "get AnomalyType failed" << std::endl;
     }
+    return anomaly_info;
+  }
 };
 
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index f7edc9c9..7a9ff9f2 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -23,18 +23,18 @@
 
 namespace ttts {
 
-class PreceInfo {
+class DAPreceInfo {
  public:
-  PreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
+  DAPreceInfo(const uint64_t pre_trans_id, const uint64_t trans_id, const uint64_t item_id, const PreceType type, const uint32_t order)
     : pre_trans_id_(pre_trans_id), trans_id_(trans_id), item_id_(item_id), type_(type), order_(order) {}
-  PreceInfo(const PreceInfo&) = default;
+  DAPreceInfo(const DAPreceInfo&) = default;
 
-  friend std::ostream& operator<<(std::ostream& os, const PreceInfo prece) {
+  friend std::ostream& operator<<(std::ostream& os, const DAPreceInfo prece) {
     return os << 'T' << static_cast<char>('0' + prece.pre_trans_id_) << "-[" << prece.type_ << "-"
               << static_cast<char>('a' + prece.item_id_) << "]->" << 'T' << static_cast<char>('0' + prece.trans_id_);
   }
-  bool operator>(const PreceInfo& p) const { return order_ > p.order_; }
-  bool operator<(const PreceInfo& p) const { return order_ < p.order_; }
+  bool operator>(const DAPreceInfo& p) const { return order_ > p.order_; }
+  bool operator<(const DAPreceInfo& p) const { return order_ < p.order_; }
 
   uint64_t item_id() const { return item_id_; }
   PreceType type() const { return type_; }
@@ -55,19 +55,19 @@ class ConflictGraphNode {
   bool HasNoPreTrans() const { return pre_trans_set_.empty(); }
   void AddPreTrans(const uint64_t pre_trans_id, const uint64_t item_id, const PreceType type, const uint32_t order) {
     // we only record the first precedence between the two specific transactions
-    pre_trans_set_.try_emplace(pre_trans_id, PreceInfo{pre_trans_id, trans_id_, item_id, type, order});
+    pre_trans_set_.try_emplace(pre_trans_id, DAPreceInfo{pre_trans_id, trans_id_, item_id, type, order});
   }
   void RemovePreTrans(const uint64_t pre_trans_id) { pre_trans_set_.erase(pre_trans_id); }
   void Remove() { removed_ = true; }
   bool IsRemoved() const { return removed_; }
   std::optional<bool>& is_committed() { return is_committed_; }
   const std::optional<bool>& is_committed() const { return is_committed_; }
-  const std::map<uint64_t, PreceInfo>& pre_trans_set() const { return pre_trans_set_; }
+  const std::map<uint64_t, DAPreceInfo>& pre_trans_set() const { return pre_trans_set_; }
   uint64_t trans_id() const { return trans_id_; }
 
  private:
   const uint64_t trans_id_;
-  std::map<uint64_t, PreceInfo> pre_trans_set_;
+  std::map<uint64_t, DAPreceInfo> pre_trans_set_;
   bool removed_;
   std::optional<bool> is_committed_;
 };
@@ -79,17 +79,17 @@ static void sort(Container&& container, Compare&& comp) {
   }
 }
 
-class Path {
+class DAPath {
  public:
-  Path() {}
-  Path(std::vector<PreceInfo>&& preces) : preces_((sort(preces, std::greater<PreceInfo>()), std::move(preces))) {}
-  Path(const PreceInfo& prece) : preces_{prece} {}
-  Path(const Path&) = default;
-  Path(Path&&) = default;
-  Path& operator=(const Path&) = default;
-  Path& operator=(Path&&) = default;
-
-  bool operator<(const Path& p) const {
+  DAPath() {}
+  DAPath(std::vector<DAPreceInfo>&& preces) : preces_((sort(preces, std::greater<DAPreceInfo>()), std::move(preces))) {}
+  DAPath(const DAPreceInfo& prece) : preces_{prece} {}
+  DAPath(const DAPath&) = default;
+  DAPath(DAPath&&) = default;
+  DAPath& operator=(const DAPath&) = default;
+  DAPath& operator=(DAPath&&) = default;
+
+  bool operator<(const DAPath& p) const {
     // impassable has the greatest weight
     if (!passable()) {
       return false;
@@ -100,30 +100,30 @@ class Path {
     return std::lexicographical_compare(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end());
   }
 
-  Path operator+(const Path& p) const {
+  DAPath operator+(const DAPath& p) const {
     if (!passable() || !p.passable()) {
       return {};
     }
-    std::vector<PreceInfo> preces;
-    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<PreceInfo>());
+    std::vector<DAPreceInfo> preces;
+    std::merge(preces_.begin(), preces_.end(), p.preces_.begin(), p.preces_.end(), std::back_inserter(preces), std::greater<DAPreceInfo>());
     return preces;
   }
 
-  friend std::ostream& operator<<(std::ostream& os, const Path& path) {
+  friend std::ostream& operator<<(std::ostream& os, const DAPath& path) {
     if (path.preces_.empty()) {
       os << "Empty path";
     } else {
-      std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<PreceInfo>(os, ", "));
+      std::copy(path.preces_.begin(), path.preces_.end(), std::ostream_iterator<DAPreceInfo>(os, ", "));
     }
     return os;
   }
 
   bool passable() const { return !preces_.empty(); }
 
-  const std::vector<PreceInfo>& preces() const { return preces_; }
+  const std::vector<DAPreceInfo>& preces() const { return preces_; }
 
  private:
-  std::vector<PreceInfo> preces_;
+  std::vector<DAPreceInfo> preces_;
 };
 
 class ConflictGraph {
@@ -166,9 +166,9 @@ class ConflictGraph {
   std::optional<bool>& is_committed(const uint64_t trans_id) { return nodes_[trans_id].is_committed(); }
 
   // Find the first conflict cycle in history. The latest precedence is at the head of return path.
-  Path MinCycleByFloyd() const {
+  DAPath MinCycleByFloyd() const {
     const size_t trans_num = nodes_.size();
-    Path matrix[trans_num][trans_num];
+    DAPath matrix[trans_num][trans_num];
 
     // init matrix
     for (uint64_t pre_trans_id = 0; pre_trans_id < trans_num; ++pre_trans_id) {
@@ -181,13 +181,13 @@ class ConflictGraph {
       }
     }
 
-    static auto update_path = [](Path& path, Path&& new_path) {
+    static auto update_path = [](DAPath& path, DAPath&& new_path) {
       if (new_path < path) {
         path = std::move(new_path); // do not use std::min because there is a copy cost when assign self
       }
     };
 
-    Path min_cycle;
+    DAPath min_cycle;
     for (uint64_t mid = 0; mid < trans_num; ++mid) {
       // find mini cycle when pass mid node
       for (uint64_t start = 0; start < mid; ++start) {
@@ -346,7 +346,7 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
   }
 
  private:
-  static uint64_t ItemCount_(const std::vector<PreceInfo>& preces) {
+  static uint64_t ItemCount_(const std::vector<DAPreceInfo>& preces) {
     std::set<uint64_t> item_ids;
     for (const auto prece : preces) {
       item_ids.emplace(prece.item_id());
@@ -354,12 +354,12 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     return item_ids.size();
   }
 
-  static AnomalyType IdentifyAnomaly_(const std::vector<PreceInfo>& preces) {
+  static AnomalyType IdentifyAnomaly_(const std::vector<DAPreceInfo>& preces) {
     assert(preces.size() >= 2);
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
+    if (std::any_of(preces.begin(), preces.end(), [](const DAPreceInfo& prece) { return prece.type() == PreceType::WA || prece.type() == PreceType::WC; })) {
       // WA and WC precedence han only appear
       return AnomalyType::WAT_1_DIRTY_WRITE;
-    } else if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
+    } else if (std::any_of(preces.begin(), preces.end(), [](const DAPreceInfo& prece) { return prece.type() == PreceType::RA; })) {
       return AnomalyType::RAT_1_DIRTY_READ;
     } else if (preces.size() >= 3) {
       return IdentifyAnomalyMultiple_(preces);
@@ -427,11 +427,11 @@ class ConflictSerializableAlgorithm : public HistoryAlgorithm {
     }
   }
 
-  static AnomalyType IdentifyAnomalyMultiple_(const std::vector<PreceInfo>& preces) {
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WW; })) {
+  static AnomalyType IdentifyAnomalyMultiple_(const std::vector<DAPreceInfo>& preces) {
+    if (std::any_of(preces.begin(), preces.end(), [](const DAPreceInfo& prece) { return prece.type() == PreceType::WW; })) {
       return AnomalyType::WAT_STEP;
     }
-    if (std::any_of(preces.begin(), preces.end(), [](const PreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
+    if (std::any_of(preces.begin(), preces.end(), [](const DAPreceInfo& prece) { return prece.type() == PreceType::WR || prece.type() == PreceType::WCR; })) {
       return AnomalyType::RAT_STEP;
     }
     return AnomalyType::IAT_STEP;
diff --git a/src/3ts/backend/cca/unified_history_algorithm.h b/src/3ts/backend/cca/unified_history_algorithm.h
new file mode 100644
index 00000000..1ea6c163
--- /dev/null
+++ b/src/3ts/backend/cca/unified_history_algorithm.h
@@ -0,0 +1,104 @@
+#include "algorithm.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/util.h"
+#include "anomaly_type.h"
+#include "prece_type.h"
+#include "algorithm.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/dli_identify_util.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/txn_dli_identify.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/row_prece.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h"
+#include <optional>
+
+namespace ttts {
+
+template<UniAlgs ALG, typename Data>
+class UnifiedHistoryAlgorithm : public HistoryAlgorithm {
+public:
+  UnifiedHistoryAlgorithm() : HistoryAlgorithm(ToString(ALG)), anomaly_counts_{0} {}
+
+  virtual bool Check(const History& history, std::ostream* const os) const override {
+    return !(GetAnomaly(history, os).has_value());
+  }
+
+  std::optional<AnomalyType> GetAnomaly(const History& history, std::ostream* const os) const {
+    std::unique_ptr<AlgManager<ALG, Data>> alg_manager = std::make_unique<AlgManager<ALG, Data>>();
+    std::unordered_map<uint64_t, std::unique_ptr<TxnManager<ALG, Data>>> txn_map;
+    std::unordered_map<uint64_t, std::unique_ptr<RowManager<ALG, Data>>> row_map;
+    std::unordered_map<uint64_t, uint64_t> row_value_map;
+    std::vector<std::vector<std::pair<uint64_t, uint64_t>>> trans_write_set_list(history.trans_num());
+    for (size_t i = 0, size = history.size(); i < size; ++i) {
+      const Operation& operation = history.operations()[i];
+      const uint64_t trans_id = operation.trans_id();
+      // init txn_map
+      if (txn_map.count(trans_id) == 0) {
+        std::unique_ptr<TxnManager<ALG, Data>> txn = std::make_unique<TxnManager<ALG, Data>>(trans_id);
+        txn_map.emplace(trans_id, std::move(txn));
+      }
+      // check operation whether R or W
+      if (operation.IsPointDML()) {
+        const uint64_t item_id = operation.item_id();
+        // If it is an unaccessed variable, the value is initialized to 0.
+        if (row_value_map.count(0) == 0) {
+          row_value_map.emplace(item_id, 0);
+        }
+        // If it is an unaccessed variable, row obj will be put into row_map.
+        if (row_map.count(item_id) == 0) {
+          std::unique_ptr<RowManager<ALG, Data>> row = std::make_unique<RowManager<ALG, Data>>(item_id, 0);
+          row_map.emplace(item_id, std::move(row));
+        }
+        // Exec Read
+        if (Operation::Type::READ == operation.type()) {
+          row_map[item_id]->Read(*txn_map[trans_id]);
+        // Exec Prewrite
+        } else if (Operation::Type::WRITE == operation.type()) {
+          row_value_map[item_id] += 1;
+          row_map[item_id]->Prewrite(row_value_map[item_id], *txn_map[trans_id]);
+          trans_write_set_list[trans_id].emplace_back(std::pair<uint64_t, uint64_t>(item_id, row_value_map[item_id]));
+          //std::cout << "W->tx_id:" << trans_id << " item_id:" << item_id << " value:" << row_value_map[item_id] << std::endl;
+        // Exec Abort
+        }
+      } else if (Operation::Type::ABORT == operation.type()) {
+        alg_manager->Abort(*txn_map[trans_id]);
+        // rollback written row
+        for (const auto& item_write : trans_write_set_list[trans_id]) {
+          row_map[item_write.first]->Revoke(item_write.second, *txn_map[trans_id]);
+        }
+        // check data anomaly in abort
+        if (txn_map[trans_id]->cycle_ != nullptr) {
+          std::cout << "abort::preces_size:" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
+          const auto anomaly = AlgManager<ALG, Data>::IdentifyAnomaly(txn_map[trans_id]->cycle_->Preces());
+          ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+          return anomaly;
+        }
+      } else if (Operation::Type::COMMIT == operation.type()) {
+        bool ret = alg_manager->Validate(*txn_map[trans_id]);
+        if (ret) {
+          alg_manager->Commit(*txn_map[trans_id]);
+          // data persistence
+          for (const auto& row : row_map) {
+            row.second->Write(row_value_map[row.first], *txn_map[trans_id]);
+          }
+        } else {
+          alg_manager->Abort(*txn_map[trans_id]);
+          // rollback written row
+          for (const auto& item_write : trans_write_set_list[trans_id]) {
+            row_map[item_write.first]->Revoke(item_write.second, *txn_map[trans_id]);
+          }
+        }
+        // check data anomaly in commit
+        if (txn_map[trans_id]->cycle_ != nullptr) {
+          std::cout << "commit::preces_size" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
+          const auto anomaly = AlgManager<ALG, Data>::IdentifyAnomaly(txn_map[trans_id]->cycle_->Preces());
+          ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
+          return anomaly;
+        }
+      }
+    }
+    return {};
+  }
+
+private:
+  mutable std::array<std::atomic<uint64_t>, Count<AnomalyType>()> anomaly_counts_;
+};
+
+}

From d0adfa8b7134499c1a7339f30a885d323712df85 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 31 Mar 2021 21:10:39 +0800
Subject: [PATCH 088/102] DLI_IDENTIFY consider write abort when identify dirty
 write

---
 .../alg_dli_identify_cycle.h                  |  4 +-
 .../dli_identify_util.h                       | 45 +++++++------------
 .../unified_concurrency_control/row_prece.h   | 14 +++---
 .../backend/cca/unified_history_algorithm.h   |  5 ++-
 src/3ts/backend/history/parse_config.h        |  5 +++
 5 files changed, 34 insertions(+), 39 deletions(-)

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index 796447d0..e414294b 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -57,7 +57,9 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
         if (!txn.cycle_) {
             // we can only identify the dirty write/read anomaly rather than avoiding it
             Path cycle = DirtyCycle<false /*is_commit*/>(*txn.node_);
-            txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+            if (cycle.Passable()) {
+                txn.cycle_ = std::make_unique<Path>(std::move(cycle));
+            }
         }
         if (const std::unique_ptr<Path>& cycle = txn.cycle_) {
             txn.node_->Abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index 6327c8bb..b7f8f5b4 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -42,42 +42,31 @@ class Path {
     std::vector<PreceInfo> preces_;
 };
 
-template <bool is_commit> inline Path DirtyCycle(TxnNode& txn_node);
-
 static Path DirtyPath_(const PreceInfo& rw_prece, TxnNode& txn_to_finish, const PreceType type) {
     PreceInfo dirty_prece(rw_prece.to_txn(), txn_to_finish.shared_from_this(), type, rw_prece.row_id(),
             rw_prece.to_ver_id(), UINT64_MAX);
     return Path(std::vector<PreceInfo>{rw_prece, std::move(dirty_prece)});
 }
 
-template <>
-inline Path DirtyCycle<true>(TxnNode& txn_to_finish) {
-    std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::WC);
-    } else {
-        assert(prece->type() == PreceType::WR);
-        return {};
-    }
-}
-
-template <>
-inline Path DirtyCycle<false>(TxnNode& txn_to_finish) {
+template <bool IS_COMMIT>
+inline Path DirtyCycle(TxnNode& txn_to_finish) {
     std::lock_guard<std::mutex> l(txn_to_finish.mutex());
-    const auto& prece = txn_to_finish.UnsafeGetDirtyToTxn();
-    if (!prece) {
-        return {};
-    } else if (prece->type() == PreceType::WW) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::WA);
-    } else if (prece->type() == PreceType::WR) {
-        return DirtyPath_(*prece, txn_to_finish, PreceType::RA);
-    } else {
-        assert(false);
-        return {};
+    const auto& preces = txn_to_finish.UnsafeGetDirtyToPreces();
+    for (const auto& prece : preces) {
+        if (!prece || prece->to_txn()->state() == TxnNode::State::ABORTED) {
+            // do nothing and continue
+        } else if (prece->type() == PreceType::WW) {
+            return DirtyPath_(*prece, txn_to_finish, IS_COMMIT ? PreceType::WC : PreceType::WA);
+        } else if (prece->type() == PreceType::WR) {
+            if (!IS_COMMIT) {
+                return DirtyPath_(*prece, txn_to_finish, PreceType::RA);
+            }
+        } else {
+            assert(false);
+            return {};
+        }
     }
+    return {}; // no dirty cycle
 }
 
 Path::Path() {}
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index cdc9af67..3511b5ed 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -135,10 +135,8 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
             to_preces_.try_emplace(to_txn_id, prece);
             to_txn_node->from_preces_.try_emplace(txn_id_, prece);
             // For dirty precedence, W1W2 has higher priority than W1R2 because W1R2C1 is not dirty read
-            if ((type == PreceType::WR || type == PreceType::WW) &&
-                (!dirty_to_prece_ || (dirty_to_prece_->type() == PreceType::WR &&
-                                                type == PreceType::WW))) {
-                dirty_to_prece_ = prece;
+            if (type == PreceType::WR || type == PreceType::WW) {
+                dirty_to_preces_.emplace_back(prece);
             }
         }
     }
@@ -147,7 +145,7 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
 
     const auto& UnsafeGetToPreces() const { return to_preces_; }
     const auto& UnsafeGetFromPreces() const { return from_preces_; }
-    const std::shared_ptr<PreceInfo>& UnsafeGetDirtyToTxn() const { return dirty_to_prece_; }
+    const auto& UnsafeGetDirtyToPreces() const { return dirty_to_preces_; }
 
     std::mutex& mutex() const { return m_; }
 
@@ -155,14 +153,14 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
     {
         std::lock_guard<std::mutex> l(m_);
         state_ = State::COMMITTED;
-        dirty_to_prece_ = nullptr;
+        dirty_to_preces_.clear();
     }
 
     void Abort(const bool clear_to_preces)
     {
         std::lock_guard<std::mutex> l(m_);
         state_ = State::ABORTED;
-        dirty_to_prece_ = nullptr;
+        dirty_to_preces_.clear();
         if (clear_to_preces) {
             to_preces_.clear();
         }
@@ -228,7 +226,7 @@ class TxnNode : public std::enable_shared_from_this<TxnNode>
     // reference. Key is txn_id;
     std::unordered_map<uint64_t, std::weak_ptr<PreceInfo>> from_preces_;
     // The prece may also stored in to_preces_.
-    std::shared_ptr<PreceInfo> dirty_to_prece_;
+    std::vector<std::shared_ptr<PreceInfo>> dirty_to_preces_;
 };
 
 inline uint64_t PreceInfo::to_txn_id() const { return to_txn_->txn_id(); }
diff --git a/src/3ts/backend/cca/unified_history_algorithm.h b/src/3ts/backend/cca/unified_history_algorithm.h
index 1ea6c163..da1cc8f8 100644
--- a/src/3ts/backend/cca/unified_history_algorithm.h
+++ b/src/3ts/backend/cca/unified_history_algorithm.h
@@ -7,6 +7,7 @@
 #include "../../../../contrib/deneva/unified_concurrency_control/txn_dli_identify.h"
 #include "../../../../contrib/deneva/unified_concurrency_control/row_prece.h"
 #include "../../../../contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h"
+#include "../../../../contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h"
 #include <optional>
 
 namespace ttts {
@@ -65,7 +66,7 @@ class UnifiedHistoryAlgorithm : public HistoryAlgorithm {
         }
         // check data anomaly in abort
         if (txn_map[trans_id]->cycle_ != nullptr) {
-          std::cout << "abort::preces_size:" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
+          //std::cout << "abort::preces_size:" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
           const auto anomaly = AlgManager<ALG, Data>::IdentifyAnomaly(txn_map[trans_id]->cycle_->Preces());
           ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
           return anomaly;
@@ -87,7 +88,7 @@ class UnifiedHistoryAlgorithm : public HistoryAlgorithm {
         }
         // check data anomaly in commit
         if (txn_map[trans_id]->cycle_ != nullptr) {
-          std::cout << "commit::preces_size" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
+          //std::cout << "commit::preces_size" << txn_map[trans_id]->cycle_->Preces().size() << std::endl;
           const auto anomaly = AlgManager<ALG, Data>::IdentifyAnomaly(txn_map[trans_id]->cycle_->Preces());
           ++(anomaly_counts_.at(static_cast<uint32_t>(anomaly)));
           return anomaly;
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index 8d03bccf..a66e7eed 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -19,6 +19,7 @@
 #include "../cca/occ_algorithm/trans/wsi_trans.h"
 #include "../cca/occ_algorithm/trans/dli_trans.h"
 #include "../cca/serializable_algorithm.h"
+#include "../cca/unified_history_algorithm.h"
 #include "../util/generic.h"
 #include "generator.h"
 #include "outputter.h"
@@ -129,6 +130,10 @@ void AlgorithmParseInternal_(const libconfig::Config &cfg, const std::string &al
     add_algorithm(std::make_shared<ttts::ConflictSerializableAlgorithm<false>>());
   } else if (algorithm_name == "DLI_IDENTIFY") {
     add_algorithm(std::make_shared<ttts::ConflictSerializableAlgorithm<true>>());
+  } else if (algorithm_name == "DLI_IDENTIFY_CYCLE") {
+    add_algorithm(std::make_shared<ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE, uint64_t>>());
+  } else if (algorithm_name == "DLI_IDENTIFY_CHAIN") {
+    add_algorithm(std::make_shared<ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>>());
   } else {
     throw "Unknown algorithm name " + algorithm_name;
   }

From a4f05a0fd258cd19bb38543515a0f2e6db5f2e9e Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Thu, 1 Apr 2021 10:28:25 +0800
Subject: [PATCH 089/102] Alter #define ... -> #pragma once; Update Lost Update
 and IAT Step example

---
 .../unified_concurrency_control/alg_dli_identify_chain.h    | 6 +-----
 .../unified_concurrency_control/alg_dli_identify_cycle.h    | 6 +-----
 .../deneva/unified_concurrency_control/dli_identify_util.h  | 6 +-----
 contrib/deneva/unified_concurrency_control/operation_type.h | 5 +----
 contrib/deneva/unified_concurrency_control/row_prece.h      | 5 +----
 .../deneva/unified_concurrency_control/txn_dli_identify.h   | 6 +-----
 contrib/deneva/unified_concurrency_control/uni_algs.h       | 5 +----
 contrib/deneva/unified_concurrency_control/util.h           | 6 +-----
 src/3ts/backend/anomaly_identify.h                          | 4 ++--
 9 files changed, 10 insertions(+), 39 deletions(-)

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
index 88221486..81062272 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_chain.h
@@ -1,6 +1,4 @@
-//#pragma once
-#ifndef TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
-#define TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
+#pragma once
 
 #include "dli_identify_util.h"
 #include "row_prece.h"
@@ -136,5 +134,3 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 };
 
 }
-
-#endif // TTTS_DENEVA_ALG_DLI_IDENTIFY_CHAIN_H_
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index e414294b..2672c233 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -1,6 +1,4 @@
-//#pragma once
-#ifndef TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
-#define TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
+#pragma once
 
 #include "dli_identify_util.h"
 #include "row_prece.h"
@@ -191,5 +189,3 @@ class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 };
 
 }
-
-#endif // TTTS_DENEVA_ALG_DLI_IDENTIFY_CYCLE_H_
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index b7f8f5b4..503ae09e 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -1,6 +1,4 @@
-//#pragma once
-#ifndef TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
-#define TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
+#pragma once
 
 #include "row_prece.h"
 #include <vector>
@@ -239,5 +237,3 @@ static AnomalyType IdentifyAnomalyMultiple(const std::vector<PreceInfo>& preces)
 }
 
 }
-
-#endif //TTTS_DENEVA_DLI_IDENTIFY_UTIL_H_
diff --git a/contrib/deneva/unified_concurrency_control/operation_type.h b/contrib/deneva/unified_concurrency_control/operation_type.h
index f2393ab8..9479eb05 100644
--- a/contrib/deneva/unified_concurrency_control/operation_type.h
+++ b/contrib/deneva/unified_concurrency_control/operation_type.h
@@ -13,12 +13,9 @@ ENUM_END(OperationType)
 #endif
 #endif
 
-#ifndef TTTS_DENEVA_OPERATION_TYPE_H_
-#define TTTS_DENEVA_OPERATION_TYPE_H_
+#pragma once
 
 namespace ttts {
 #define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/operation_type.h"
 #include "../../../src/3ts/backend/util/extend_enum.h"
 }
-
-#endif // TTTS_DENEVA_OPERATION_TYPE_H_
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index 3511b5ed..ef969c26 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -14,8 +14,7 @@
    limitations under the License.
 */
 
-#ifndef TTTS_DENEVA_ROW_PRECE_H_
-#define TTTS_DENEVA_ROW_PRECE_H_
+#pragma once
 
 #include <mutex>
 #include <unordered_map>
@@ -365,5 +364,3 @@ class RowManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 };
 
 }
-
-#endif // TTTS_DENEVA_ROW_PRECE_H_
diff --git a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
index bf0a051d..2047c6d2 100644
--- a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
+++ b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
@@ -1,6 +1,4 @@
-//#pragma once
-#ifndef TTTS_DENEVA_TXN_DLI_IDENTIFY_H_
-#define TTTS_DENEVA_TXN_DLI_IDENTIFY_H__
+#pragma once
 
 #include <unordered_map>
 #include <memory>
@@ -27,5 +25,3 @@ class TxnManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_ID
 };
 
 }
-
-#endif // TTTS_DENEVA_TXN_DLI_IDENTIFY_H_
diff --git a/contrib/deneva/unified_concurrency_control/uni_algs.h b/contrib/deneva/unified_concurrency_control/uni_algs.h
index a0a326a1..d88583f3 100644
--- a/contrib/deneva/unified_concurrency_control/uni_algs.h
+++ b/contrib/deneva/unified_concurrency_control/uni_algs.h
@@ -12,12 +12,9 @@ ENUM_END(UniAlgs)
 #endif
 #endif
 
-#ifndef TTTS_DENEVA_UNI_ALGS_H_
-#define TTTS_DENEVA_UNI_ALGS_H_
+#pragma once
 
 namespace ttts {
 #define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/uni_algs.h"
 #include "../../../src/3ts/backend/util/extend_enum.h"
 }
-
-#endif // TTTS_DENEVA_UNI_ALGS_H_
diff --git a/contrib/deneva/unified_concurrency_control/util.h b/contrib/deneva/unified_concurrency_control/util.h
index e6a1ec56..aef8beb4 100644
--- a/contrib/deneva/unified_concurrency_control/util.h
+++ b/contrib/deneva/unified_concurrency_control/util.h
@@ -1,6 +1,4 @@
-//#pragma once
-#ifndef TTTS_DENEVA_UNTIL_H_
-#define TTTS_DENEVA_UNTIL_H_
+#pragma once
 
 #include "uni_algs.h"
 
@@ -11,5 +9,3 @@ template <UniAlgs ALG, typename Data, typename T = void> class RowManager;
 template <UniAlgs ALG, typename Data, typename T = void> class TxnManager;
 
 }
-
-#endif // TTTS_DENEVA_UNTIL_H_
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 94decfac..865ab099 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -21,7 +21,7 @@ class Printer {
 public:
   Printer() : anomaly_map_{
     {"DirtyWrite",         "WAT   SDA     'R0a W0a W1a R1a W1a R1a C0 C1'      Wi[xm]...Wj[xm+1]"},
-    {"LostUpdate",         "WAT   SDA     'R0a R1a W0a R0a W0a W1a C1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]"},
+    {"LostUpdate",         "WAT   SDA     'R0a R1a W0a R0a W0a W1a A1 C0'      Ri[xm]...Wj[xm+1]...Wi[xm+2]"},
     {"LostSelfUpdate",     "WAT   SDA     'R0a W0a R0a W1a R0a W1a C0 C1'      Wi[xm]...Wj[xm+1]...Ri[xm+1]"},
     {"Full-Write",         "WAT   SDA     'R0a W0a R1a W1a W0a C0 W1a C1'      Wi[xm]...Wj[xm+1]...Wi[xm+2]"},
     {"Read-WriteSkew1",    "WAT   DDA     'R0a W0a R0a R1b W0b W1a C0 C1'      Ri[xm]...Wj[xm+1]...Wj[yn]...Wi[yn+1]"},
@@ -38,7 +38,7 @@ class Printer {
     {"Write-ReadSkew",     "RAT   DDA     'R0a W0a R1a W1b R0b R1a C0 C1'      Wi[xm]...Rj[xm]...Wj[yn]...Ri[yn]"},
     {"StepRAT",            "RAT   MDA     'R0a R0b W1a R2a R2c W0c C0 C1 C2'   ...Wi[xm]...Rj[xm]..., and not include (...Wii[xm]...Wjj[xm+1]...)"},
     {"WriteSkew",          "IAT   DDA     'R0a R0b R1a W0a R1b W1b C1 C0'      Ri[xm]...Wj[xm+1]...Rj[yn]...Wi[yn+1]"},
-    {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c C1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
+    {"StepIAT",            "IAT   MDA     'R0a R0b R1c W1a W2c A1 C2 W0c C0'   ...Ri[xm]...Wj[xm+1]..., and not include (...Wii[xm]...Rjj[xm]...and ...Wiii[xm]...Wjjj[xm+1]...)"}
   }, info_map_{
     {"History",   "The sequence of operations that produces the data anomaly, one history contains several operations."},
     {"Operation", "One operation contains 3 character, such as R0a, first character is operation type, second character is transaction id, third character is data item.\n    Operation Type -> Such as R W C A(R: Read, W: Write, C: Commit, A: Aort)\n    Transaction ID -> Such as 0 1 2 ...(must be a number and less than 10)\n    Data Item      -> Such as a b c ...(must be lowercase letter)"},

From 62b8d1053d5252257114ed019b0880cd2366996a Mon Sep 17 00:00:00 2001
From: farrisli <farrisli@tencent.com>
Date: Thu, 1 Apr 2021 12:30:36 +0800
Subject: [PATCH 090/102] Support \g a, b, c

---
 .../alg_dli_identify_merge.h                  | 135 ------------------
 .../operation_type.h                          |   5 +-
 .../unified_concurrency_control/uni_algs.h    |   5 +-
 src/3ts/backend/anomaly_identify.cc           |  27 ++--
 src/3ts/backend/anomaly_identify.h            |  36 +++--
 5 files changed, 49 insertions(+), 159 deletions(-)
 delete mode 100644 contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h

diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
deleted file mode 100644
index 57a6e35d..00000000
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ /dev/null
@@ -1,135 +0,0 @@
-#pragma once
-
-#include "dli_identify_util.h"
-#include "row_prece.h"
-#include <mutex>
-#include <type_traits>
-
-namespace ttts {
-
-template <UniAlgs ALG, typename Data>
-class AlgManager<ALG, Data, typename std::enable_if_t<ALG == UniAlgs::UNI_DLI_IDENTIFY_MERGE>>
-{
-  public:
-    using Txn = TxnManager<ALG, Data>;
-
-    bool Validate(Txn& txn)
-    {
-        txn.node_->state() = TxnNode::State::PREPARING;
-
-        {
-            std::scoped_lock l(m_);
-            cc_txns_.emplace_back(txn.node_);
-        }
-
-        Path cycle_part = DirtyCycle<true /*is_commit*/>(*txn.node_);
-
-        if (!cycle_part.Passable()) {
-            cycle_part = CyclePart_(txn);
-        }
-
-        if (!cycle_part.Passable()) {
-            return true;
-        } else {
-            txn.cycle_ = std::make_unique<Path>(std::move(cycle_part));
-            return false;
-        }
-    }
-
-    void Commit(Txn& txn)
-    {
-        txn.node_->Commit();
-    }
-
-    void Abort(Txn& txn)
-    {
-        if (!txn.cycle_) {
-            // we can only identify the dirty write/read anomaly rather than avoiding it
-            Path cycle = DirtyCycle<false /*is_commit*/>(*txn.node_);
-            txn.cycle_ = std::make_unique<Path>(std::move(cycle));
-        }
-        if (const std::unique_ptr<Path>& cycle = txn.cycle_) {
-            txn.node_->Abort(true /*clear_to_txns*/); // break cycles to prevent memory leak
-        } else {
-            txn.node_->Abort(false /*clear_to_txns*/);
-        }
-    }
-
-    void CheckConcurrencyTxnEmpty() {
-        std::scoped_lock l(m_);
-        bool is_empty = true;
-        for (const auto& weak_txn : cc_txns_) {
-            if (const auto txn = weak_txn.lock()) {
-                std::cerr << "** Txn Leak ** " << *txn;
-                is_empty = false;
-            }
-        }
-        // assert failed here means there is actually a cycle but we miss it
-        assert(is_empty);
-        cc_txns_.clear();
-    }
-
-    static AnomalyType IdentifyAnomaly(const std::vector<PreceInfo>& preces)
-    {
-        assert(preces.size() == 2);
-        const auto& p1 = preces.front();
-        const auto& p2 = preces.back();
-        if (std::any_of(preces.begin(), preces.end(),
-                    [](const PreceInfo& prece) { return prece.type() == PreceType::WA ||
-                                                        prece.type() == PreceType::WC; })) {
-            return AnomalyType::WAT_1_DIRTY_WRITE;
-        } else if (std::any_of(preces.begin(), preces.end(),
-                    [](const PreceInfo& prece) { return prece.type() == PreceType::RA; })) {
-            return AnomalyType::RAT_1_DIRTY_READ;
-        } else if (p1.from_txn_id() != p2.to_txn_id()) {
-            return IdentifyAnomalyMultiple(preces);
-        // [Note] When build path, later happened precedence is sorted to back, which is DIFFERENT from 3TS-DA
-        } else if (p1.row_id() != p2.row_id()) {
-            return IdentifyAnomalyDouble(p1.type(), p2.type());
-        } else if (p1.to_ver_id() < p2.to_ver_id() ||
-                  (p1.to_ver_id() == p2.to_ver_id() && p1.from_ver_id() < p2.from_ver_id())) {
-            return IdentifyAnomalySingle(p1.type(), p2.type());
-        } else {
-            return IdentifyAnomalySingle(p2.type(), p1.type());
-        }
-    }
-
-  private:
-    Path CyclePart_(Txn& txn)
-    {
-        // Validate failed if has a from_txn and a to_txn which are both finished but not released.
-        std::scoped_lock l(txn.node_->mutex());
-        std::shared_ptr<PreceInfo> from_prece;
-        for (const auto& [_, weak_from_prece] : txn.node_->UnsafeGetFromPreces()) {
-            from_prece = weak_from_prece.lock();
-            if (from_prece == nullptr) {
-                continue;
-            }
-            const auto& from_txn = from_prece->from_txn();
-            if (from_txn == nullptr || from_txn->state() == TxnNode::State::ACTIVE) {
-                from_prece = nullptr;
-                continue;
-            }
-            break;
-        }
-
-        std::shared_ptr<PreceInfo> to_prece;
-        for (const auto& [_, to_prece_tmp] : txn.node_->UnsafeGetToPreces()) {
-            if (to_prece_tmp->to_txn()->state() != TxnNode::State::ACTIVE) {
-                to_prece = to_prece_tmp;
-                break;
-            }
-        }
-
-        if (from_prece && to_prece) {
-            return Path(std::vector<PreceInfo>{*from_prece, *to_prece});
-        }
-        return {};
-    }
-
-    std::mutex m_;
-    std::vector<std::weak_ptr<TxnNode>> cc_txns_; // only for debug
-};
-
-}
-
diff --git a/contrib/deneva/unified_concurrency_control/operation_type.h b/contrib/deneva/unified_concurrency_control/operation_type.h
index 9479eb05..f2393ab8 100644
--- a/contrib/deneva/unified_concurrency_control/operation_type.h
+++ b/contrib/deneva/unified_concurrency_control/operation_type.h
@@ -13,9 +13,12 @@ ENUM_END(OperationType)
 #endif
 #endif
 
-#pragma once
+#ifndef TTTS_DENEVA_OPERATION_TYPE_H_
+#define TTTS_DENEVA_OPERATION_TYPE_H_
 
 namespace ttts {
 #define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/operation_type.h"
 #include "../../../src/3ts/backend/util/extend_enum.h"
 }
+
+#endif // TTTS_DENEVA_OPERATION_TYPE_H_
diff --git a/contrib/deneva/unified_concurrency_control/uni_algs.h b/contrib/deneva/unified_concurrency_control/uni_algs.h
index d88583f3..a0a326a1 100644
--- a/contrib/deneva/unified_concurrency_control/uni_algs.h
+++ b/contrib/deneva/unified_concurrency_control/uni_algs.h
@@ -12,9 +12,12 @@ ENUM_END(UniAlgs)
 #endif
 #endif
 
-#pragma once
+#ifndef TTTS_DENEVA_UNI_ALGS_H_
+#define TTTS_DENEVA_UNI_ALGS_H_
 
 namespace ttts {
 #define ENUM_FILE "../../../../contrib/deneva/unified_concurrency_control/uni_algs.h"
 #include "../../../src/3ts/backend/util/extend_enum.h"
 }
+
+#endif // TTTS_DENEVA_UNI_ALGS_H_
diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index 970205cd..e2d1a2c1 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -58,16 +58,25 @@ int main() {
       if (index_space != text.npos) {
         std::string input = text.substr(index_space);
         Printer::TrimSpace(input);
-        if ("DLI_IDENTIFY_CYCLE" == input) {
-          printer.SetAlg(ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE);
-        } else if ("DLI_IDENTIFY_CHAIN" == input) {
-          printer.SetAlg(ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN);
-        } else if ("ALL" == input) {
-          printer.SetAlg(ttts::UniAlgs::ALL);
-        } else {
+
+        std::vector<std::string> alg_list;
+        std::vector<ttts::UniAlgs> alg_type_list;
+        Checker::split(input, alg_list, ",");
+        // Check the validity of the input
+        if (input.find("DLI_IDENTIFY_CYCLE") == input.npos && input.find("DLI_IDENTIFY_CHAIN") == input.npos) {
           ret = false;
-          Printer::Print("Unknown Algorithm");
+          Printer::Print("Unknown Algorithm, please check algorithm's name");
+        }
+        // fill and set alg_type_list
+        for (auto& alg : alg_list) {
+          if ("DLI_IDENTIFY_CYCLE" == alg) {
+            alg_type_list.emplace_back(ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE);
+          } else if ("DLI_IDENTIFY_CHAIN" == alg) {
+            alg_type_list.emplace_back(ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN);
+          }
         }
+        printer.SetAlgs(alg_type_list);
+        // print set success info
         if (ret) {
           std::cout << "Set algorithm success" << std::endl;
         }
@@ -103,7 +112,7 @@ int main() {
     } else if (text.find("\\A") != text.npos || text.find("authors") != text.npos) {
       Printer::PrintAuthorInfo();
     } else if (text.find("R") != text.npos || text.find("W") != text.npos) {
-        checker.ExecAnomalyIdentify(text, printer.Alg());
+        checker.ExecAnomalyIdentify(text, printer.Algs());
     }
   }
   return 0;
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index 865ab099..e7ed3f09 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -112,7 +112,7 @@ class Printer {
   static void PrintHelpInfo() {
     std::cout << "List of all 3TS-DAI commands:" << std::endl;
     std::cout << "definition   (\\d) Output precise definitions of History and Anomaly, including History Operation WAT RAT IAT SDA DDA MDA, such as '\\d WAT'" << std::endl;
-    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI_IDENTIFY_CYCLE DLI_IDENTIFY_CHAIN ALL, such as '\\g DLI_IDENTIFY_1'" << std::endl;
+    std::cout << "algorithm    (\\g) Select the algorithm that identifies the exception, including DLI_IDENTIFY_CYCLE DLI_IDENTIFY_CHAIN, such as '\\g DLI_IDENTIFY_CYCLE'. If you want to compare different algorithms, you can type such as '\\g DLI_IDENTIFY_CYCLE, DLI_IDENTIFY_CHAIN'" << std::endl;
     std::cout << "anomaly      (\\a) Output history sequence of anomaly, including " << std::endl;
     std::cout << "                  WAT: Dirty Write, Lost Update, Lost Self Update, Full-Write, Read-Write Skew 1, Read-Write Skew 2, Double-Write Skew 1, Double-Write Skew 2, Full-Write Skew, Step WAT" << std::endl;
     std::cout << "                  RAT: Dirty Read, Non-Repeatable Read, Intermediate Read, Read Skew, Read Skew 2, Write-Read Skew, Step RAT" << std::endl;
@@ -129,20 +129,31 @@ class Printer {
       str.erase(itor, str.end());
   }
 
-  ttts::UniAlgs Alg() const { return alg_; };
-  void SetAlg(ttts::UniAlgs alg) { alg_ = alg; };
+  std::vector<ttts::UniAlgs> Algs() const { return alg_type_list_; };
+  void SetAlgs(std::vector<ttts::UniAlgs> alg_type_list) { alg_type_list_ = alg_type_list; };
 
   std::unordered_map<std::string, std::string> InfoMap() const { return info_map_; };
   std::unordered_map<std::string, std::string> AnomalyMap() const { return anomaly_map_; };
 private:
-  ttts::UniAlgs alg_ = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
+  std::vector<ttts::UniAlgs> alg_type_list_ = {ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE};
   std::unordered_map<std::string, std::string> info_map_;
   std::unordered_map<std::string, std::string> anomaly_map_;
 };
 
 class Checker {
 public:
-  void ExecAnomalyIdentify(const std::string& text, ttts::UniAlgs alg_type) {
+  static void split(const std::string& str, std::vector<std::string>& tokens, const std::string delim) {
+    tokens.clear();
+    auto start = str.find_first_not_of(delim, 0);
+    auto position = str.find_first_of(delim, start);
+    while (position != std::string::npos || start != std::string::npos) {
+      tokens.emplace_back(std::move(str.substr(start, position - start)));
+      start = str.find_first_not_of(delim, position);
+      position = str.find_first_of(delim, start);
+    }
+  }
+
+  void ExecAnomalyIdentify(const std::string& text, std::vector<ttts::UniAlgs> alg_type_list) {
     ttts::History history;
     std::istringstream is(text);
 
@@ -152,14 +163,13 @@ class Checker {
     };
 
     if ((is >> history)) {
-      if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE) {
-        get_and_print_anomaly(ttts::ConflictSerializableAlgorithm<true>(), alg_type);
-      } else if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN) {
-        ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t> alg;
-        get_and_print_anomaly(ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>(), alg_type);
-      } else if (alg_type == ttts::UniAlgs::ALL) {
-        get_and_print_anomaly(ttts::ConflictSerializableAlgorithm<true>(), ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE);
-        get_and_print_anomaly(ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>(), ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN);
+      for (const auto& alg_type : alg_type_list) {
+        if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE) {
+          get_and_print_anomaly(ttts::ConflictSerializableAlgorithm<true>(), alg_type);
+        } else if (alg_type == ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN) {
+          ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t> alg;
+          get_and_print_anomaly(ttts::UnifiedHistoryAlgorithm<ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN, uint64_t>(), alg_type);
+        }
       }
     }
   }

From 1c29f44959f3094e4c30999340c0b9a78dedbef4 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Thu, 1 Apr 2021 15:19:52 +0800
Subject: [PATCH 091/102] Rename DLI_IDENTIFY algorithm names in Deneva

---
 contrib/deneva/concurrency_control/unified_util.h | 4 ++--
 contrib/deneva/config.h                           | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/contrib/deneva/concurrency_control/unified_util.h b/contrib/deneva/concurrency_control/unified_util.h
index d72cc42d..6551861d 100644
--- a/contrib/deneva/concurrency_control/unified_util.h
+++ b/contrib/deneva/concurrency_control/unified_util.h
@@ -20,8 +20,8 @@ class row_t;
 
 template <int ALG> constexpr const ttts::UniAlgs uni_alg;
 
-template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
-template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_2> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN;
+template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_CYCLE> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CYCLE;
+template <> constexpr const ttts::UniAlgs uni_alg<DLI_IDENTIFY_CHAIN> = ttts::UniAlgs::UNI_DLI_IDENTIFY_CHAIN;
 
 template <int ALG> using UniRowManager = ttts::RowManager<uni_alg<ALG>, row_t*>;
 template <int ALG> using UniTxnManager = ttts::TxnManager<uni_alg<ALG>, row_t*>;
diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index 2f813bc9..a8d8f1b8 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -152,7 +152,7 @@
 
 // WAIT_DIE, NO_WAIT, TIMESTAMP, MVCC, CALVIN, MAAT, SUNDIAL, SILO, BOCC, FOCC, SSI, WSI
 #define ISOLATION_LEVEL SERIALIZABLE
-#define CC_ALG DLI_IDENTIFY_2
+#define CC_ALG DLI_IDENTIFY_CHAIN
 #define YCSB_ABORT_MODE false
 #define QUEUE_CAPACITY_NEW 1000000
 // all transactions acquire tuples according to the primary key order.
@@ -392,10 +392,10 @@ enum PPSTxnType {
 
 #define SILO 27
 #define CNULL 28
-#define DLI_IDENTIFY 29
-#define DLI_IDENTIFY_2 30
+#define DLI_IDENTIFY_CYCLE 29
+#define DLI_IDENTIFY_CHAIN 30
 
-#define IS_GENERIC_ALG (CC_ALG == DLI_IDENTIFY || CC_ALG == DLI_IDENTIFY_2)
+#define IS_GENERIC_ALG (CC_ALG == DLI_IDENTIFY_CYCLE || CC_ALG == DLI_IDENTIFY_CHAIN)
 
 // TIMESTAMP allocation method.
 #define TS_MUTEX          1

From 6d1db02b0f6501dd8b3441951a573283f16780ad Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 7 Apr 2021 18:22:55 +0800
Subject: [PATCH 092/102] Add file: 3TS-DAI-Tools.pdf

---
 doc/zh/3TS-DAI-Tools.pdf | Bin 0 -> 494254 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 doc/zh/3TS-DAI-Tools.pdf

diff --git a/doc/zh/3TS-DAI-Tools.pdf b/doc/zh/3TS-DAI-Tools.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6c4185f44575861bfeb323403dd16ef51c213f0b
GIT binary patch
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From 0a193a837a8ca0bdd35f1b7e6485de84fbe92b55 Mon Sep 17 00:00:00 2001
From: fishheader <45039903+fishheader@users.noreply.github.com>
Date: Wed, 7 Apr 2021 21:34:48 +0800
Subject: [PATCH 093/102] =?UTF-8?q?Add=20images=EF=BC=9A=20DAI*.png?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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 doc/images/3ts_desc_image/DAI5.png | Bin 0 -> 62078 bytes
 doc/images/3ts_desc_image/DAI6.png | Bin 0 -> 41918 bytes
 doc/images/3ts_desc_image/DAI7.png | Bin 0 -> 18935 bytes
 doc/images/3ts_desc_image/DAI8.png | Bin 0 -> 124550 bytes
 doc/images/3ts_desc_image/DAI9.png | Bin 0 -> 162690 bytes
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diff --git a/doc/images/3ts_desc_image/DAI3.png b/doc/images/3ts_desc_image/DAI3.png
new file mode 100644
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diff --git a/doc/images/3ts_desc_image/DAI6.png b/doc/images/3ts_desc_image/DAI6.png
new file mode 100644
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From 669d3379540be18e84bb57f4fd17b2949fd3eb89 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 7 Apr 2021 21:49:02 +0800
Subject: [PATCH 094/102] Move DAI*.png into 3ts_dai_image

---
 doc/images/3ts_dai_image/DAI1.png | Bin 0 -> 26408 bytes
 doc/images/3ts_dai_image/DAI2.png | Bin 0 -> 44498 bytes
 doc/images/3ts_dai_image/DAI3.png | Bin 0 -> 101346 bytes
 doc/images/3ts_dai_image/DAI4.png | Bin 0 -> 26987 bytes
 doc/images/3ts_dai_image/DAI5.png | Bin 0 -> 62078 bytes
 doc/images/3ts_dai_image/DAI6.png | Bin 0 -> 41918 bytes
 doc/images/3ts_dai_image/DAI7.png | Bin 0 -> 18935 bytes
 doc/images/3ts_dai_image/DAI8.png | Bin 0 -> 124550 bytes
 doc/images/3ts_dai_image/DAI9.png | Bin 0 -> 162690 bytes
 9 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 doc/images/3ts_dai_image/DAI1.png
 create mode 100644 doc/images/3ts_dai_image/DAI2.png
 create mode 100644 doc/images/3ts_dai_image/DAI3.png
 create mode 100644 doc/images/3ts_dai_image/DAI4.png
 create mode 100644 doc/images/3ts_dai_image/DAI5.png
 create mode 100644 doc/images/3ts_dai_image/DAI6.png
 create mode 100644 doc/images/3ts_dai_image/DAI7.png
 create mode 100644 doc/images/3ts_dai_image/DAI8.png
 create mode 100644 doc/images/3ts_dai_image/DAI9.png

diff --git a/doc/images/3ts_dai_image/DAI1.png b/doc/images/3ts_dai_image/DAI1.png
new file mode 100644
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From 8de3a2d2cfa02311d41cc60fc77a78a7ef07c848 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 7 Apr 2021 22:06:53 +0800
Subject: [PATCH 095/102] Delete useless images

---
 doc/images/3ts_desc_image/DAI1.png | Bin 26408 -> 0 bytes
 doc/images/3ts_desc_image/DAI2.png | Bin 44498 -> 0 bytes
 doc/images/3ts_desc_image/DAI3.png | Bin 101346 -> 0 bytes
 doc/images/3ts_desc_image/DAI4.png | Bin 26987 -> 0 bytes
 doc/images/3ts_desc_image/DAI5.png | Bin 62078 -> 0 bytes
 doc/images/3ts_desc_image/DAI6.png | Bin 41918 -> 0 bytes
 doc/images/3ts_desc_image/DAI7.png | Bin 18935 -> 0 bytes
 doc/images/3ts_desc_image/DAI8.png | Bin 124550 -> 0 bytes
 doc/images/3ts_desc_image/DAI9.png | Bin 162690 -> 0 bytes
 9 files changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 doc/images/3ts_desc_image/DAI1.png
 delete mode 100644 doc/images/3ts_desc_image/DAI2.png
 delete mode 100644 doc/images/3ts_desc_image/DAI3.png
 delete mode 100644 doc/images/3ts_desc_image/DAI4.png
 delete mode 100644 doc/images/3ts_desc_image/DAI5.png
 delete mode 100644 doc/images/3ts_desc_image/DAI6.png
 delete mode 100644 doc/images/3ts_desc_image/DAI7.png
 delete mode 100644 doc/images/3ts_desc_image/DAI8.png
 delete mode 100644 doc/images/3ts_desc_image/DAI9.png

diff --git a/doc/images/3ts_desc_image/DAI1.png b/doc/images/3ts_desc_image/DAI1.png
deleted file mode 100644
index 74ee5f99d0fc4a0efe948547aae76e22760c5920..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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From dd1794877ed3b6ac2ec3dde8e69592c8c21ac190 Mon Sep 17 00:00:00 2001
From: williamcliu <williamcliu@tencent.com>
Date: Wed, 7 Apr 2021 22:32:48 +0800
Subject: [PATCH 096/102] Add Markdown: 3TS-DAI-Tools

---
 doc/zh/3TS-DAI-Tools.md | 310 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 310 insertions(+)
 create mode 100644 doc/zh/3TS-DAI-Tools.md

diff --git a/doc/zh/3TS-DAI-Tools.md b/doc/zh/3TS-DAI-Tools.md
new file mode 100644
index 00000000..15427c4a
--- /dev/null
+++ b/doc/zh/3TS-DAI-Tools.md
@@ -0,0 +1,310 @@
+# 腾讯TDSQL，数据异常检测工具发布
+
+ 
+
+最近，腾讯TDSQL团队，新入职一位超级肥胖的小企鹅，名叫小胖。小胖的工作职责是研发数据库内核引擎。
+
+ 
+
+小胖第一天工作，很谦虚，在企业微信中开始了告白：
+
+非常荣幸能够加入鹅厂，非常荣幸加入TDSQL数据库团队，希望能和大家一起成长和进步！（小胖刚刚在群里发完消息，突然感觉有人走了过来）
+
+ 
+
+小胖你好！我是你工作的导师，我叫六鹅，欢迎加入TDSQL项目组，以后和我一起学习数据库中事务处理的艺术吧！
+
+ 
+
+好啊好啊！我一定和导师好好学习！（好棒呀，我的导师看起来很和善，感觉很厉害的样子，以后能跟着大佬学习技术啦）
+
+ 
+
+我们出去喝一杯饮料，和你聊一聊哈，看看你对事务处理这块了解到啥程度了哈。（好紧张，怎么突然觉得脑袋一片空白，哭…）
+
+ 
+
+**六鹅：**
+
+今天呢，我想主要和你聊一聊数据库领域中由于事务并发所造成的数据异常相关的事情。不要紧张哈，这块内容是需要我们花时间花精力深入研究的，是一个长期的课题哦。我先问你一个问题哈，你知道哪些数据异常呢？
+
+ 
+
+**小胖：**
+
+我想想...
+
+脏读？不可重复读？幻读？
+
+在我印象里好像只有这三种...
+
+ 
+
+**六鹅：**
+
+还有吗，再想想
+
+ 
+
+**小胖：**
+
+课本里面好像确实只提到了这三个，啊啊啊，我想起来了，我准备面试的时候，看到过一篇文章，里面还提到了丢失更新和脏写！（我的脑子还好没有宕机...）
+
+ 
+
+**六鹅:**
+
+还不错哦，那你有听说过读偏序、写偏序、读写偏序、写读偏序嘛？
+
+ 
+
+**小胖：**
+
+这...是什么鬼，我晕了...
+
+ 
+
+**六鹅:**
+
+再接再厉，一次性问到终极问题了哦，**你知道世界上有多少个数据异常嘛**？
+
+ 
+
+**小胖：**
+
+世界上...导师饶了我吧...小胖才疏学浅，还望导师赐教！
+
+ 
+
+**六鹅:**
+
+哈哈，没事没事，我们慢慢学哈，我可以先告诉你答案哦，世界上的**数据异常个数是**
+
+**无穷多个**！
+
+ 
+
+**小胖：**
+
+啊？如果有那么那么多的异常，我们该怎么学习和研究呢...
+
+ 
+
+**六鹅：**
+
+不用担心哈，我们之前的理论已经将无穷多个数据异常分好类啦！**数据异常的数量是无穷多个，但是类别是有限个哦！**这个，教科书里可没有写哦，这是我们TDSQL的科研成果哦！
+
+ 
+
+TDSQL对事务处理的技术，进行了原创性工作。在我们的理论中，将数据异常定义为：
+
+**并发事务的一个**History**中，如存在一个依据冲突可串行化技术的有向环，则称为数据异常**。这个定义，可是第一个对数据异常这个整体概念下定义的哦，之前的文献讨论数据异常，都是case by case的方式一个个讨论每一个具体的数据异常如前面你提到的脏读等，这样的方式，缺乏全局观，不利于认识数据异常，也不利于掌握并发访问控制算法哈！
+
+ 
+
+而数据异常可分为如下三类：
+
+- 写异常（WAT）：环中有写写偏序。
+
+- 读异常（RAT）：环中有一个或者多个写读偏序，且不包含写写偏序。
+
+- 交叉异常（IAT）：除了写异常和读异常之外的异常。
+
+
+更为细致的分类如下：
+
+- 单元数据异常（SDA）：数据异常发生在两个事务一个变量上。
+
+- 双元数据异常（DDA）：数据异常发生在两个事务两个变量上。
+
+- 多元数据异常（MDA）：除了SDA和DDA以外的数据异常。
+
+
+ 
+
+**小胖：**
+
+这...让我想想...有些专有名词不太懂呀，环是个什么东东？偏序是个啥？变量又是指什么呢？
+
+ 
+
+**六鹅：**
+
+来这里，我在白板上给你画一画哈。我们这里环的全称是**冲突环图（带有冲突操作的有向环图）**，图中的每个顶点是一个事务，而每一条有向边就是边的两个事务顶点的偏序关系。下面我们通过一个例子来说明哈。
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI1.png)
+
+​                                                                                            图1 不可重复读
+
+所图1所示，展示了不可重复读数据异常的冲突环图。首先给出冲突操作的定义哈，满足如下三个条件，才能称之为冲突操作：
+
+1.  必须在不同的事务中
+2. 操作同一个数据项
+3. 其中之一必须是写操作
+
+我们来观察一下上图，从T1到T2的边是对x的先读后写（T1先读，T2后写），在不同的事务中，操作同一个数据项（我们也称之为变量），且有写操作，属于冲突操作，我们把T1到T2的冲突操作也称之为T1到T2的读写偏序。同理，我们把T2到T1的冲突操作称之为T2到T1的写读偏序。两条冲突有向边加两个事务顶点构成了环，按照我们的理论，只要构成了冲突环图，异常则必然发生。异常发生后，我们又按照环中存在的偏序类型，对异常进行了分类，就是我们上边说的分类方法啦。
+
+ 
+
+**小胖：**
+
+哇哦，我好像明白一些了，感觉好厉害的样子！
+
+亲爱的导师，我想赶紧学习一下！有没有什么学习文档呀？
+
+ 
+
+**六鹅：**
+
+文档当然有啦，但是还有更好的学习工具哟！
+
+我们已经开发好了快速学习数据异常的小工具!
+
+它拥有如下特性：
+
+a)  支持Linux平台
+
+b)  支持数据异常精准识别
+
+c)  支持多种数据异常检测算法
+
+d)  用户友好的交互式界面
+
+ 
+
+**小胖：**
+
+太棒了！可是。。linux我不太熟怎么办。。。
+
+ 
+
+**六鹅：**
+
+没关系，我会给你提供全面的帮助！按照步骤执行即可哦！
+
+立刻传送体验的最佳姿势！
+
+来，手把手教你在linux平台进行源码编译，获得可执行二进制：
+
+a)  创建并进入项目根目录
+
+```shell
+mkdir 3TS
+cd 3TS
+```
+
+b)  拉取源代码，注意这是TDSQL的开源项目哦！
+
+```sh
+wget https://github.com/Tencent/3TS/archive/refs/heads/master.zip
+```
+
+c)  解压文件
+
+```sh
+unzip master.zip
+```
+
+d)  进入源代码根路径
+
+```sh
+cd 3TS-master
+```
+
+e)  编译二进制。由于该程序基于C++17开发，需要编译器支持哦
+
+```sh
+./make.sh
+```
+
+f)  编译成功后，可以看到名为3TS-DAI的二进制哦。进入小程序的运行界面
+
+```sh
+./3TS-DAI
+```
+
+若提示“g++: error: unrecognized command line option ‘--std=c++17’”，则可尝试下载最新版gcc，gcc官网：https://gcc.gnu.org/ （g++8以上的版本才会支持C++17哦）
+
+![文本  描述已自动生成](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI2.png)
+
+​                                                                                              图2 3TS-DAI登陆界面
+
+**小胖：**
+
+历经千辛万苦，我终于进入程序啦！
+
+ 
+
+**六鹅：**
+
+你真棒哦！下面开始我们的体验之旅吧！
+
+我们先来体验一下，小程序里面的命令吧~
+
+ 
+
+进入系统后，输入help或者h查看帮助信息
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI3.png)
+
+​                                                                                                 图3 帮助信息
+
+通过输入‘\d [definition]’ 查看相关名词定义，你可以输入\d History看看效果哦
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI4.png)
+
+​                                                                                                 图4 名词解释
+
+通过输入‘\a [anomaly name]’查看数据异常信息，你可以输入\a Dirty Read看看效果哦
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI5.png)
+
+​                                                                                            图5 数据异常用例信息
+
+通过输入‘\g [algorithms]’可以设置当前使用的数据异常检测算法哦，程序默认的算法为DLI_IDENTIFY_CYCLE，你可以输入‘\g DLI_IDENTIFY_CYCLE, DLI_IDENTIFY_CHAIN’来指定多个算法进行比较哦
+
+![图形用户界面, 文本  中度可信度描述已自动生成](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI6.png)
+
+​                                                                                               图6 设置检测算法
+
+下面要进入正题喽！如何进行异常识别呢？
+
+我们的小程序主要通过输入History来识别数据异常哦。‘History’是产生数据异常的操作序列，一个‘History’包含多个‘Operation’。一个Operation包含三个字符，例如R0x，分别为操作类型、事务编号以及数据项。操作类型包括：R：Read W: Write C: Commit A: Abort。事务编号包括：0，1，2...（必须是10以内的数字）。数据项包括：a, b, c...（必须是小写字母）。这个Operation的具体含义是事务0读取了x数据项的值。下面我们来构造History吧。
+
+以丢失更新为例，需要输入的History长这个样子：‘R0a R1a W0a R0a W0a W1a A1 C0’。也可以通过输入\a Lost Update 获取到History信息哦。
+
+我们可以按照上述理论，画出该异常的冲突环图哈：
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI7.png)
+
+​                                                                                                图7 丢失更新
+
+然后，我们只需要将示例History输入小程序，小程序就会返回数据异常的信息啦！
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI8.png)
+
+​                                                                                          图8 数据异常检测结果
+
+怎么样，学会了吗，赶紧动手试一试吧！
+
+ 
+
+**小胖：**
+
+谢谢师傅哈！我还有一个问题：这个小程序，背后是不是有啥理论支撑哦？
+
+ 
+
+**六鹅：**
+
+哈哈哈，小胖，你真聪明。
+
+鹅厂TDSQL出品的技术，都是有理论基础的，要做到有理有据。我们这个小程序背后，是鹅厂在事务处理技术的重要创新，里面干货多多，你快先挖掘感受下吧，下次咱们具体展开聊聊里面的核心技术哦！
+
+![img](https://github.com/Tencent/3TS/blob/add-images-for-3TS-DAI/doc/images/3ts_dai_image/DAI9.png)
+
+​                                                                                             图9 理论对比
+
+**六鹅：**
+
+小胖，再告诉你一个秘密！我们的程序里面有彩蛋！看看你能不能找到哈

From bd5a6d01f9d0732777b8799de7c1b6bef32fc157 Mon Sep 17 00:00:00 2001
From: bluesea <74896392+lhxdb@users.noreply.github.com>
Date: Mon, 26 Apr 2021 11:43:36 +0800
Subject: [PATCH 097/102] TDSQL team created the project.

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 81aefc2d..9ac06877 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 ![](https://img.shields.io/badge/license-GPLv3-brightgreen)
 
-**Tencent Transaction Processing Testbed System (3TS)** that is jointly developed by Tencent's CynosDB (TDSQL) team and the Key Laboratory of Data Engineering and Knowledge Engineering of the Ministry of Education of Renmin University of China. The system aims to design and construct a unified framework for transaction processing (including distributed transactions). It enables users to quickly build new concurrency control approaches via the access interface provided by the framework. Based on an comprehensive experiment study over the benchmarks, and the applications abstracted, users can select an optimal concurrency control approach. At present, 3TS has been integrated 13 mainstream concurrency control approaches, and provides common benchmarks such as TPC-C、PPS and YCSB. 3TS further provides a consistency level test benchmark, to address the issue of system selection difficulty caused by the blowout development of distributed database systems, and provides consistency level discrimination and performance test comparison.
+**Tencent Transaction Processing Testbed System (3TS)** that is jointly developed by Tencent's TDSQL team and the Key Laboratory of Data Engineering and Knowledge Engineering of the Ministry of Education of Renmin University of China. The system aims to design and construct a unified framework for transaction processing (including distributed transactions). It enables users to quickly build new concurrency control approaches via the access interface provided by the framework. Based on an comprehensive experiment study over the benchmarks, and the applications abstracted, users can select an optimal concurrency control approach. At present, 3TS has been integrated 13 mainstream concurrency control approaches, and provides common benchmarks such as TPC-C、PPS and YCSB. 3TS further provides a consistency level test benchmark, to address the issue of system selection difficulty caused by the blowout development of distributed database systems, and provides consistency level discrimination and performance test comparison.
 
 If you want to better understand the aims of our project, please view [3TS opensource announcement](doc/en/announcement.md).
 

From 30b41f65dad233ab249e47237e980f8cf55a8f54 Mon Sep 17 00:00:00 2001
From: bluesea <74896392+lhxdb@users.noreply.github.com>
Date: Mon, 26 Apr 2021 11:44:16 +0800
Subject: [PATCH 098/102] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9ac06877..e3cca35d 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 
 ![](https://img.shields.io/badge/license-GPLv3-brightgreen)
 
-**Tencent Transaction Processing Testbed System (3TS)** that is jointly developed by Tencent's TDSQL team and the Key Laboratory of Data Engineering and Knowledge Engineering of the Ministry of Education of Renmin University of China. The system aims to design and construct a unified framework for transaction processing (including distributed transactions). It enables users to quickly build new concurrency control approaches via the access interface provided by the framework. Based on an comprehensive experiment study over the benchmarks, and the applications abstracted, users can select an optimal concurrency control approach. At present, 3TS has been integrated 13 mainstream concurrency control approaches, and provides common benchmarks such as TPC-C、PPS and YCSB. 3TS further provides a consistency level test benchmark, to address the issue of system selection difficulty caused by the blowout development of distributed database systems, and provides consistency level discrimination and performance test comparison.
+**Tencent Transaction Processing Testbed System (3TS)** that is jointly developed by Tencent's TDSQL team and the Key Laboratory of Data Engineering and Knowledge Engineering of the Ministry of Education of Renmin University of China. The system aims to design and construct a unified framework for transaction processing (including distributed transactions). It enables users to quickly build new concurrency control approaches via the access interface provided by the framework. Based on an comprehensive experiment study over the benchmarks, and the applications abstracted, users can select an optimal concurrency control approach. At present, 3TS has been integrated 13 mainstream concurrency control approaches, and provides common benchmarks such as TPC-C，PPS and YCSB. 3TS further provides a consistency level test benchmark, to address the issue of system selection difficulty caused by the blowout development of distributed database systems, and provides consistency level discrimination and performance test comparison.
 
 If you want to better understand the aims of our project, please view [3TS opensource announcement](doc/en/announcement.md).
 

From 00f18a7c390414302eda2ca7f66e6d1dea63cd5c Mon Sep 17 00:00:00 2001
From: bluesea <74896392+lhxdb@users.noreply.github.com>
Date: Wed, 27 Oct 2021 15:12:12 +0800
Subject: [PATCH 099/102] data anomalies in DBMS (English Version)

There is no unified definition of Data anomalies, which refers to the specific data operation mode that may violate the consistency of the database.
Known data anomalies include Dirty Write, Dirty Read, Non-repeatable Read, Phantom, Read Skew and Write Skew, etc. In order to improve the efficiency of
concurrency control algorithms, data anomalies are also used to define the isolation levels, because the weak isolation level can improve the efficiency of transaction
processing systems. This paper systematically studies the data anomalies and the corresponding isolation levels. We report twenty-two new data anomalies that other
papers have not reported, and all data anomalies are classified miraculously. Based on the classification of data anomalies, two new isolation levels system with
different granularity are proposed, which reveals the rule of defining isolation levels based on data anomalies and makes the cognition of data anomalies and isolation
levels more concise.
---
 ...fication of data anomalies in DBMS(en).pdf | Bin 0 -> 1014282 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 doc/en/Systematic definition and classification of data anomalies in DBMS(en).pdf

diff --git a/doc/en/Systematic definition and classification of data anomalies in DBMS(en).pdf b/doc/en/Systematic definition and classification of data anomalies in DBMS(en).pdf
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HcmV?d00001


From 13f484982dfe9e651f011b477d1f36f1a222581a Mon Sep 17 00:00:00 2001
From: Yuxing Chen <axinggu@qq.com>
Date: Sun, 17 Jul 2022 23:16:52 +0800
Subject: [PATCH 100/102] Update README.md

Update the links to the newest developing branches.
---
 README.md | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index e3cca35d..99b0abd7 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,13 @@ If you want to better understand the aims of our project, please view [3TS opens
 
 ## Dependence
 
+### 3TS-Coo
+A consistency verification system. Please check out the newest update on branch ['coo-consistency-check'](https://github.com/Tencent/3TS/tree/coo-consistency-check).
+
+We update our result on [report webpage](https://axingguchen.github.io/3TS/).
+
 ### 3TS-DA
+A static random history generator.  Please check out the newest update on branch ['dev'](https://github.com/Tencent/3TS/tree/dev).
 
 - a compilter supporting C++17 or upper versions (recommend g++8)
 - libconfig 1.7.2
@@ -24,6 +30,7 @@ If you want to better understand the aims of our project, please view [3TS opens
 - gtest 1.6.0
 
 ### Deneva
+A performance verification system. A consistency verification system. Please check out the newest update on branch ['dev'](https://github.com/Tencent/3TS/tree/dev).
 
 - protobuf 3.9.1
 - curl 7.29.0
@@ -31,10 +38,10 @@ If you want to better understand the aims of our project, please view [3TS opens
 
 ## Usage
 
-- Run `make.sh` to compile the code. The `3ts` binary will be generated if compiling successfully.
+- Run `make.sh` to compile the code. The `3TS` binary will be generated if compiling successfully.
 - Run `cp config/config.cfg.template config.cfg` to copy the configuration file.
 - Run `vi config.cfg` to modify the configuration file to determine the behavior of the testbed.
-- Run `./t3s --conf_path=config.cfg` to execute test. The test result file will be generated when test is over.
+- Run `./3TS --conf_path=config.cfg` to execute test. The test result file will be generated when test is over.
 
 ## Principle
 

From 7ccef53a88362e4a28572f4b1d0321adecee58dd Mon Sep 17 00:00:00 2001
From: Yuxing Chen <axinggu@qq.com>
Date: Wed, 25 Dec 2024 10:04:46 +0800
Subject: [PATCH 101/102] Update config.h

IP fix
---
 contrib/deneva/config.h | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contrib/deneva/config.h b/contrib/deneva/config.h
index a8d8f1b8..e94fd130 100644
--- a/contrib/deneva/config.h
+++ b/contrib/deneva/config.h
@@ -405,7 +405,7 @@ enum PPSTxnType {
 #define LTS_CURL_CLOCK          5
 #define LTS_TCP_CLOCK          6
 
-#define LTS_TCP_IP  "10.77.110.147"
+#define LTS_TCP_IP  "xx.xx.xx.xx" // wirte the IP
 #define LTS_TCP_PORT  62389
 // MODES
 // NORMAL < NOCC < QRY_ONLY < SETUP < SIMPLE

From 6801c6b2218d5333785d362f2c0d80352d436295 Mon Sep 17 00:00:00 2001
From: Yuxing Chen <axinggu@qq.com>
Date: Tue, 8 Jul 2025 10:08:12 +0800
Subject: [PATCH 102/102] Update License

required by Tencent
---
 LICENSE.txt                                               | 3 +--
 contrib/deneva/benchmarks/tpcc_query.cpp                  | 4 +---
 contrib/deneva/benchmarks/tpcc_txn.cpp                    | 4 +---
 contrib/deneva/benchmarks/ycsb_query.cpp                  | 4 +---
 contrib/deneva/benchmarks/ycsb_txn.cpp                    | 4 +---
 contrib/deneva/client/client_query.cpp                    | 4 +---
 contrib/deneva/concurrency_control/bocc.cpp               | 4 +---
 contrib/deneva/concurrency_control/bocc.h                 | 4 +---
 contrib/deneva/concurrency_control/focc.cpp               | 4 +---
 contrib/deneva/concurrency_control/focc.h                 | 4 +---
 .../deneva/concurrency_control/occ_critical_section.cpp   | 4 +---
 contrib/deneva/concurrency_control/occ_critical_section.h | 8 ++------
 contrib/deneva/concurrency_control/row_null.cpp           | 4 +---
 contrib/deneva/concurrency_control/row_null.h             | 4 +---
 contrib/deneva/concurrency_control/row_silo.cpp           | 4 +---
 contrib/deneva/concurrency_control/row_silo.h             | 4 +---
 contrib/deneva/concurrency_control/row_ssi.cpp            | 4 +---
 contrib/deneva/concurrency_control/row_ssi.h              | 4 +---
 contrib/deneva/concurrency_control/row_sundial.cpp        | 4 +---
 contrib/deneva/concurrency_control/row_sundial.h          | 4 +---
 contrib/deneva/concurrency_control/row_unified.h          | 4 +---
 contrib/deneva/concurrency_control/row_wsi.cpp            | 4 +---
 contrib/deneva/concurrency_control/row_wsi.h              | 4 +---
 contrib/deneva/concurrency_control/silo.cpp               | 4 +---
 contrib/deneva/concurrency_control/ssi.cpp                | 4 +---
 contrib/deneva/concurrency_control/ssi.h                  | 4 +---
 contrib/deneva/concurrency_control/sundial.cpp            | 4 +---
 contrib/deneva/concurrency_control/sundial.h              | 4 +---
 contrib/deneva/concurrency_control/unified_util.h         | 4 +---
 contrib/deneva/concurrency_control/wsi.cpp                | 4 +---
 contrib/deneva/concurrency_control/wsi.h                  | 4 +---
 contrib/deneva/storage/row.cpp                            | 4 +---
 contrib/deneva/storage/row.h                              | 4 +---
 contrib/deneva/system/http.cpp                            | 4 +---
 contrib/deneva/system/http.h                              | 4 +---
 contrib/deneva/system/libtcpforcpp.cpp                    | 4 +---
 contrib/deneva/system/libtcpforcpp.h                      | 4 +---
 contrib/deneva/system/ltsrpc.proto                        | 4 +---
 contrib/deneva/system/main.cpp                            | 4 +---
 contrib/deneva/system/manager.cpp                         | 4 +---
 contrib/deneva/system/txn.cpp                             | 4 +---
 contrib/deneva/system/txn.h                               | 4 +---
 contrib/deneva/system/work_queue.cpp                      | 4 +---
 contrib/deneva/system/work_queue.h                        | 4 +---
 contrib/deneva/system/worker_thread.cpp                   | 4 +---
 contrib/deneva/system/worker_thread.h                     | 4 +---
 .../unified_concurrency_control/alg_dli_identify_cycle.h  | 4 +---
 .../unified_concurrency_control/alg_dli_identify_merge.h  | 4 +---
 .../unified_concurrency_control/dli_identify_util.h       | 4 +---
 contrib/deneva/unified_concurrency_control/row_prece.h    | 4 +---
 contrib/deneva/unified_concurrency_control/row_ssi.h      | 4 +---
 .../deneva/unified_concurrency_control/txn_dli_identify.h | 4 +---
 contrib/deneva/unified_concurrency_control/txn_ssi.h      | 4 +---
 contrib/deneva/unified_concurrency_control/util.h         | 4 +---
 src/3ts/backend/anomaly_identify.cc                       | 4 +---
 src/3ts/backend/anomaly_identify.h                        | 4 +---
 src/3ts/backend/cca/algorithm.h                           | 4 +---
 src/3ts/backend/cca/conflict_serializable_algorithm.h     | 4 +---
 src/3ts/backend/cca/occ_algorithm/env/rc_env.h            | 4 +---
 src/3ts/backend/cca/occ_algorithm/env/si_env.h            | 4 +---
 src/3ts/backend/cca/occ_algorithm/occ_algorithm.h         | 4 +---
 src/3ts/backend/cca/occ_algorithm/trans/bocc_trans.h      | 4 +---
 src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h       | 4 +---
 src/3ts/backend/cca/occ_algorithm/trans/focc_trans.h      | 4 +---
 src/3ts/backend/cca/occ_algorithm/trans/ssi_trans.h       | 4 +---
 src/3ts/backend/cca/occ_algorithm/trans/wsi_trans.h       | 4 +---
 src/3ts/backend/cca/serializable_algorithm.h              | 4 +---
 src/3ts/backend/history/generator.h                       | 4 +---
 src/3ts/backend/history/outputter.h                       | 4 +---
 src/3ts/backend/history/parse_config.h                    | 4 +---
 src/3ts/backend/history/run.h                             | 4 +---
 src/3ts/backend/main.cc                                   | 4 +---
 src/3ts/backend/util/generic.h                            | 4 +---
 src/3ts/backend/util/generic_backup.h                     | 4 +---
 src/3ts/backend/util/thread_pool.h                        | 4 +---
 src/test/unittest/base_test.cc                            | 4 +---
 src/test/unittest/ssi_test/ssi_checker_test.cc            | 4 +---
 77 files changed, 78 insertions(+), 233 deletions(-)

diff --git a/LICENSE.txt b/LICENSE.txt
index 0057ddc3..53877e30 100644
--- a/LICENSE.txt
+++ b/LICENSE.txt
@@ -1,7 +1,6 @@
 Tencent is pleased to support the open source community by making Tencent Transaction Processing Testbed System-(3TS--腾讯事务处理技术验证系统) available.
 
-Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All Tencent Modifications are Copyright (C) THL A29 Limited.
-
+Copyright © 2020 Tencent Holdings Limited, a Tencent company. All rights reserved. The software in this distribution may have been modified by Tencent Holdings Limited (“Tencent Modifications”). All Tencent Modifications are Copyright © Tencent Holdings.
 Tencent Transaction Processing Testbed System-(3TS--腾讯事务处理技术验证系统) is licensed under the following license, except for the third-party components listed below. 
 
 License for Tencent Transaction Processing Testbed System-(3TS--腾讯事务处理技术验证系统) :
diff --git a/contrib/deneva/benchmarks/tpcc_query.cpp b/contrib/deneva/benchmarks/tpcc_query.cpp
index 81119b65..46305a95 100644
--- a/contrib/deneva/benchmarks/tpcc_query.cpp
+++ b/contrib/deneva/benchmarks/tpcc_query.cpp
@@ -1,9 +1,7 @@
 /*
    Tencent is pleased to support the open source community by making 3TS available.
 
-   Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-   in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-   Tencent Modifications are Copyright (C) THL A29 Limited.
+   Copyright (C) 2020 Tencent.  All rights reserved.
 
    Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/benchmarks/tpcc_txn.cpp b/contrib/deneva/benchmarks/tpcc_txn.cpp
index effb03d4..71b5b709 100644
--- a/contrib/deneva/benchmarks/tpcc_txn.cpp
+++ b/contrib/deneva/benchmarks/tpcc_txn.cpp
@@ -1,9 +1,7 @@
 /*
    Tencent is pleased to support the open source community by making 3TS available.
 
-   Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-   in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-   Tencent Modifications are Copyright (C) THL A29 Limited.
+   Copyright (C) 2020 Tencent. All rights reserved.
 
    Author: hongyaozhao@ruc.edu.cn
     
diff --git a/contrib/deneva/benchmarks/ycsb_query.cpp b/contrib/deneva/benchmarks/ycsb_query.cpp
index f5d0ea9c..c841dd7e 100644
--- a/contrib/deneva/benchmarks/ycsb_query.cpp
+++ b/contrib/deneva/benchmarks/ycsb_query.cpp
@@ -1,9 +1,7 @@
 /*
      Tencent is pleased to support the open source community by making 3TS available.
 
-     Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-     in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-     Tencent Modifications are Copyright (C) THL A29 Limited.
+     Copyright (C) 2020 Tencent.  All rights reserved.
 
      Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/benchmarks/ycsb_txn.cpp b/contrib/deneva/benchmarks/ycsb_txn.cpp
index 294f4a56..ad703202 100644
--- a/contrib/deneva/benchmarks/ycsb_txn.cpp
+++ b/contrib/deneva/benchmarks/ycsb_txn.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved.
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/client/client_query.cpp b/contrib/deneva/client/client_query.cpp
index cc46a137..f102e6a1 100644
--- a/contrib/deneva/client/client_query.cpp
+++ b/contrib/deneva/client/client_query.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved.
 
     Author: hongyaozhao@ruc.edu.cn
     
diff --git a/contrib/deneva/concurrency_control/bocc.cpp b/contrib/deneva/concurrency_control/bocc.cpp
index 552c4749..6620f03c 100644
--- a/contrib/deneva/concurrency_control/bocc.cpp
+++ b/contrib/deneva/concurrency_control/bocc.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/bocc.h b/contrib/deneva/concurrency_control/bocc.h
index 3fb7df70..8c9a282b 100644
--- a/contrib/deneva/concurrency_control/bocc.h
+++ b/contrib/deneva/concurrency_control/bocc.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/focc.cpp b/contrib/deneva/concurrency_control/focc.cpp
index 5574b81b..d787730b 100644
--- a/contrib/deneva/concurrency_control/focc.cpp
+++ b/contrib/deneva/concurrency_control/focc.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/focc.h b/contrib/deneva/concurrency_control/focc.h
index 0ac130e1..f0aeb2cd 100644
--- a/contrib/deneva/concurrency_control/focc.h
+++ b/contrib/deneva/concurrency_control/focc.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/occ_critical_section.cpp b/contrib/deneva/concurrency_control/occ_critical_section.cpp
index 3403cc73..1b20ab79 100644
--- a/contrib/deneva/concurrency_control/occ_critical_section.cpp
+++ b/contrib/deneva/concurrency_control/occ_critical_section.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/occ_critical_section.h b/contrib/deneva/concurrency_control/occ_critical_section.h
index 70e4621f..ac4b77d2 100644
--- a/contrib/deneva/concurrency_control/occ_critical_section.h
+++ b/contrib/deneva/concurrency_control/occ_critical_section.h
@@ -1,17 +1,13 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
  */
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_null.cpp b/contrib/deneva/concurrency_control/row_null.cpp
index 0e4e075d..3b058ecf 100644
--- a/contrib/deneva/concurrency_control/row_null.cpp
+++ b/contrib/deneva/concurrency_control/row_null.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_null.h b/contrib/deneva/concurrency_control/row_null.h
index 115657aa..cd601605 100644
--- a/contrib/deneva/concurrency_control/row_null.h
+++ b/contrib/deneva/concurrency_control/row_null.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_silo.cpp b/contrib/deneva/concurrency_control/row_silo.cpp
index f1ac6e26..b10f0b54 100644
--- a/contrib/deneva/concurrency_control/row_silo.cpp
+++ b/contrib/deneva/concurrency_control/row_silo.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: zhanhaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_silo.h b/contrib/deneva/concurrency_control/row_silo.h
index 4dfeb5be..7e6e13d3 100644
--- a/contrib/deneva/concurrency_control/row_silo.h
+++ b/contrib/deneva/concurrency_control/row_silo.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: zhanhaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_ssi.cpp b/contrib/deneva/concurrency_control/row_ssi.cpp
index d1949383..1344fdff 100644
--- a/contrib/deneva/concurrency_control/row_ssi.cpp
+++ b/contrib/deneva/concurrency_control/row_ssi.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/row_ssi.h b/contrib/deneva/concurrency_control/row_ssi.h
index b8a64c99..39e50908 100644
--- a/contrib/deneva/concurrency_control/row_ssi.h
+++ b/contrib/deneva/concurrency_control/row_ssi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/row_sundial.cpp b/contrib/deneva/concurrency_control/row_sundial.cpp
index 57ac4234..fdee0f61 100644
--- a/contrib/deneva/concurrency_control/row_sundial.cpp
+++ b/contrib/deneva/concurrency_control/row_sundial.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_sundial.h b/contrib/deneva/concurrency_control/row_sundial.h
index eb02f3b3..2c88caa2 100644
--- a/contrib/deneva/concurrency_control/row_sundial.h
+++ b/contrib/deneva/concurrency_control/row_sundial.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_unified.h b/contrib/deneva/concurrency_control/row_unified.h
index 140664bd..da52e419 100644
--- a/contrib/deneva/concurrency_control/row_unified.h
+++ b/contrib/deneva/concurrency_control/row_unified.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/row_wsi.cpp b/contrib/deneva/concurrency_control/row_wsi.cpp
index 4aa00b96..42457f89 100644
--- a/contrib/deneva/concurrency_control/row_wsi.cpp
+++ b/contrib/deneva/concurrency_control/row_wsi.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/row_wsi.h b/contrib/deneva/concurrency_control/row_wsi.h
index 464077fd..360021a8 100644
--- a/contrib/deneva/concurrency_control/row_wsi.h
+++ b/contrib/deneva/concurrency_control/row_wsi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/silo.cpp b/contrib/deneva/concurrency_control/silo.cpp
index ba2dbb94..6c5ad026 100644
--- a/contrib/deneva/concurrency_control/silo.cpp
+++ b/contrib/deneva/concurrency_control/silo.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: zhanhaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/ssi.cpp b/contrib/deneva/concurrency_control/ssi.cpp
index fba16f7e..f8a62daf 100644
--- a/contrib/deneva/concurrency_control/ssi.cpp
+++ b/contrib/deneva/concurrency_control/ssi.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/ssi.h b/contrib/deneva/concurrency_control/ssi.h
index 7c2f56f0..9e8da5bc 100644
--- a/contrib/deneva/concurrency_control/ssi.h
+++ b/contrib/deneva/concurrency_control/ssi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/sundial.cpp b/contrib/deneva/concurrency_control/sundial.cpp
index 3189ef96..baf19802 100644
--- a/contrib/deneva/concurrency_control/sundial.cpp
+++ b/contrib/deneva/concurrency_control/sundial.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/sundial.h b/contrib/deneva/concurrency_control/sundial.h
index dcc2377d..ea1698c5 100644
--- a/contrib/deneva/concurrency_control/sundial.h
+++ b/contrib/deneva/concurrency_control/sundial.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/unified_util.h b/contrib/deneva/concurrency_control/unified_util.h
index 6551861d..a9f97fcb 100644
--- a/contrib/deneva/concurrency_control/unified_util.h
+++ b/contrib/deneva/concurrency_control/unified_util.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/concurrency_control/wsi.cpp b/contrib/deneva/concurrency_control/wsi.cpp
index 6d5f92b0..6629b7da 100644
--- a/contrib/deneva/concurrency_control/wsi.cpp
+++ b/contrib/deneva/concurrency_control/wsi.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/concurrency_control/wsi.h b/contrib/deneva/concurrency_control/wsi.h
index a236545c..6947eae4 100644
--- a/contrib/deneva/concurrency_control/wsi.h
+++ b/contrib/deneva/concurrency_control/wsi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/storage/row.cpp b/contrib/deneva/storage/row.cpp
index 588208b1..521d594f 100644
--- a/contrib/deneva/storage/row.cpp
+++ b/contrib/deneva/storage/row.cpp
@@ -1,9 +1,7 @@
 /*
      Tencent is pleased to support the open source community by making 3TS available.
 
-     Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-     in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-     Tencent Modifications are Copyright (C) THL A29 Limited.
+     Copyright (C) 2020 Tencent.  All rights reserved. 
 
      Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/storage/row.h b/contrib/deneva/storage/row.h
index 00a2f924..ceb00d37 100644
--- a/contrib/deneva/storage/row.h
+++ b/contrib/deneva/storage/row.h
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/http.cpp b/contrib/deneva/system/http.cpp
index ca8229bc..85927ba8 100644
--- a/contrib/deneva/system/http.cpp
+++ b/contrib/deneva/system/http.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/system/http.h b/contrib/deneva/system/http.h
index d770a43f..5e5d68ac 100644
--- a/contrib/deneva/system/http.h
+++ b/contrib/deneva/system/http.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/system/libtcpforcpp.cpp b/contrib/deneva/system/libtcpforcpp.cpp
index f87fb71e..c93d567e 100644
--- a/contrib/deneva/system/libtcpforcpp.cpp
+++ b/contrib/deneva/system/libtcpforcpp.cpp
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/system/libtcpforcpp.h b/contrib/deneva/system/libtcpforcpp.h
index 1fce5df3..6312a145 100644
--- a/contrib/deneva/system/libtcpforcpp.h
+++ b/contrib/deneva/system/libtcpforcpp.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/system/ltsrpc.proto b/contrib/deneva/system/ltsrpc.proto
index 2af7a904..82e0baaf 100644
--- a/contrib/deneva/system/ltsrpc.proto
+++ b/contrib/deneva/system/ltsrpc.proto
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: hongyaozhao@ruc.edu.cn
  *
diff --git a/contrib/deneva/system/main.cpp b/contrib/deneva/system/main.cpp
index debde27b..71f7d9e8 100644
--- a/contrib/deneva/system/main.cpp
+++ b/contrib/deneva/system/main.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/manager.cpp b/contrib/deneva/system/manager.cpp
index ea2b09a1..41e48a7a 100644
--- a/contrib/deneva/system/manager.cpp
+++ b/contrib/deneva/system/manager.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/txn.cpp b/contrib/deneva/system/txn.cpp
index ca26c967..6db1befc 100644
--- a/contrib/deneva/system/txn.cpp
+++ b/contrib/deneva/system/txn.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/txn.h b/contrib/deneva/system/txn.h
index 1f083bb4..6a2560b7 100644
--- a/contrib/deneva/system/txn.h
+++ b/contrib/deneva/system/txn.h
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/work_queue.cpp b/contrib/deneva/system/work_queue.cpp
index 70bb675d..9e54ba7b 100644
--- a/contrib/deneva/system/work_queue.cpp
+++ b/contrib/deneva/system/work_queue.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/system/work_queue.h b/contrib/deneva/system/work_queue.h
index 7807771c..5251cb26 100644
--- a/contrib/deneva/system/work_queue.h
+++ b/contrib/deneva/system/work_queue.h
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
     
diff --git a/contrib/deneva/system/worker_thread.cpp b/contrib/deneva/system/worker_thread.cpp
index 15da5718..a9087ef9 100644
--- a/contrib/deneva/system/worker_thread.cpp
+++ b/contrib/deneva/system/worker_thread.cpp
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
     
diff --git a/contrib/deneva/system/worker_thread.h b/contrib/deneva/system/worker_thread.h
index b2dafdef..bdd5da13 100644
--- a/contrib/deneva/system/worker_thread.h
+++ b/contrib/deneva/system/worker_thread.h
@@ -1,9 +1,7 @@
 /*
     Tencent is pleased to support the open source community by making 3TS available.
 
-    Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
-    in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
-    Tencent Modifications are Copyright (C) THL A29 Limited.
+    Copyright (C) 2020 Tencent.  All rights reserved. 
 
     Author: hongyaozhao@ruc.edu.cn
 
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
index d55c8c28..e97b6230 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_cycle.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
index 80acb011..2113079d 100644
--- a/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
+++ b/contrib/deneva/unified_concurrency_control/alg_dli_identify_merge.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/dli_identify_util.h b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
index 594eed70..c0d59203 100644
--- a/contrib/deneva/unified_concurrency_control/dli_identify_util.h
+++ b/contrib/deneva/unified_concurrency_control/dli_identify_util.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/row_prece.h b/contrib/deneva/unified_concurrency_control/row_prece.h
index a52f3364..ec69da5d 100644
--- a/contrib/deneva/unified_concurrency_control/row_prece.h
+++ b/contrib/deneva/unified_concurrency_control/row_prece.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/row_ssi.h b/contrib/deneva/unified_concurrency_control/row_ssi.h
index 9b433216..9991d0f0 100644
--- a/contrib/deneva/unified_concurrency_control/row_ssi.h
+++ b/contrib/deneva/unified_concurrency_control/row_ssi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
index 167cab77..5f721379 100644
--- a/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
+++ b/contrib/deneva/unified_concurrency_control/txn_dli_identify.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/txn_ssi.h b/contrib/deneva/unified_concurrency_control/txn_ssi.h
index 5e6da388..671054e4 100644
--- a/contrib/deneva/unified_concurrency_control/txn_ssi.h
+++ b/contrib/deneva/unified_concurrency_control/txn_ssi.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/contrib/deneva/unified_concurrency_control/util.h b/contrib/deneva/unified_concurrency_control/util.h
index c80fe1a6..a3fd1164 100644
--- a/contrib/deneva/unified_concurrency_control/util.h
+++ b/contrib/deneva/unified_concurrency_control/util.h
@@ -1,8 +1,6 @@
 /* Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/anomaly_identify.cc b/src/3ts/backend/anomaly_identify.cc
index e2d1a2c1..2a897726 100644
--- a/src/3ts/backend/anomaly_identify.cc
+++ b/src/3ts/backend/anomaly_identify.cc
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ *  Copyright (C) 2020 Tencent.  All rights reserved. 
  *
  * Author: farrisli@tencent.com
  *
diff --git a/src/3ts/backend/anomaly_identify.h b/src/3ts/backend/anomaly_identify.h
index c3a9be0b..b75795d2 100644
--- a/src/3ts/backend/anomaly_identify.h
+++ b/src/3ts/backend/anomaly_identify.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: farrisli@tencent.com
  *
diff --git a/src/3ts/backend/cca/algorithm.h b/src/3ts/backend/cca/algorithm.h
index 5112ce74..cc12ab62 100644
--- a/src/3ts/backend/cca/algorithm.h
+++ b/src/3ts/backend/cca/algorithm.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/conflict_serializable_algorithm.h b/src/3ts/backend/cca/conflict_serializable_algorithm.h
index 7a9ff9f2..85f240b2 100644
--- a/src/3ts/backend/cca/conflict_serializable_algorithm.h
+++ b/src/3ts/backend/cca/conflict_serializable_algorithm.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/env/rc_env.h b/src/3ts/backend/cca/occ_algorithm/env/rc_env.h
index 8ac299fb..75d9bc17 100644
--- a/src/3ts/backend/cca/occ_algorithm/env/rc_env.h
+++ b/src/3ts/backend/cca/occ_algorithm/env/rc_env.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/env/si_env.h b/src/3ts/backend/cca/occ_algorithm/env/si_env.h
index 3476d36a..e43a3efd 100644
--- a/src/3ts/backend/cca/occ_algorithm/env/si_env.h
+++ b/src/3ts/backend/cca/occ_algorithm/env/si_env.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/occ_algorithm.h b/src/3ts/backend/cca/occ_algorithm/occ_algorithm.h
index 0bb75ff1..e19d42c1 100644
--- a/src/3ts/backend/cca/occ_algorithm/occ_algorithm.h
+++ b/src/3ts/backend/cca/occ_algorithm/occ_algorithm.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/trans/bocc_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/bocc_trans.h
index f3cfa9f7..f460ed88 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/bocc_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/bocc_trans.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: elioyan@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
index 094b2bb7..6c4d7f97 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/dli_trans.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/trans/focc_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/focc_trans.h
index fe87de9b..cb82d144 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/focc_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/focc_trans.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: elioyan@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/trans/ssi_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/ssi_trans.h
index 25d59394..11c159e0 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/ssi_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/ssi_trans.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: moggma@tencent.com
  *
diff --git a/src/3ts/backend/cca/occ_algorithm/trans/wsi_trans.h b/src/3ts/backend/cca/occ_algorithm/trans/wsi_trans.h
index 7226e73e..47f0e5f8 100644
--- a/src/3ts/backend/cca/occ_algorithm/trans/wsi_trans.h
+++ b/src/3ts/backend/cca/occ_algorithm/trans/wsi_trans.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: moggma@tencent.com
  *
diff --git a/src/3ts/backend/cca/serializable_algorithm.h b/src/3ts/backend/cca/serializable_algorithm.h
index 4f7c28d4..0fffd8ce 100644
--- a/src/3ts/backend/cca/serializable_algorithm.h
+++ b/src/3ts/backend/cca/serializable_algorithm.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/history/generator.h b/src/3ts/backend/history/generator.h
index c6eebb82..70d8f440 100644
--- a/src/3ts/backend/history/generator.h
+++ b/src/3ts/backend/history/generator.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/history/outputter.h b/src/3ts/backend/history/outputter.h
index 3f97c5f4..89e79e19 100644
--- a/src/3ts/backend/history/outputter.h
+++ b/src/3ts/backend/history/outputter.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/history/parse_config.h b/src/3ts/backend/history/parse_config.h
index a66e7eed..e2db90c0 100644
--- a/src/3ts/backend/history/parse_config.h
+++ b/src/3ts/backend/history/parse_config.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: elioyan@tencent.com
  *         williamcliu@tencent.com
diff --git a/src/3ts/backend/history/run.h b/src/3ts/backend/history/run.h
index 8dcb2543..82af6cdf 100644
--- a/src/3ts/backend/history/run.h
+++ b/src/3ts/backend/history/run.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/main.cc b/src/3ts/backend/main.cc
index e46eaa6b..f843f4e0 100644
--- a/src/3ts/backend/main.cc
+++ b/src/3ts/backend/main.cc
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/util/generic.h b/src/3ts/backend/util/generic.h
index 825154e2..61a2454f 100644
--- a/src/3ts/backend/util/generic.h
+++ b/src/3ts/backend/util/generic.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/util/generic_backup.h b/src/3ts/backend/util/generic_backup.h
index 0373cf35..9fd3130e 100644
--- a/src/3ts/backend/util/generic_backup.h
+++ b/src/3ts/backend/util/generic_backup.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/3ts/backend/util/thread_pool.h b/src/3ts/backend/util/thread_pool.h
index e232e910..0529d1bf 100644
--- a/src/3ts/backend/util/thread_pool.h
+++ b/src/3ts/backend/util/thread_pool.h
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: williamcliu@tencent.com
  *
diff --git a/src/test/unittest/base_test.cc b/src/test/unittest/base_test.cc
index e7a63121..66803e2d 100644
--- a/src/test/unittest/base_test.cc
+++ b/src/test/unittest/base_test.cc
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: moggma@tencent.com
  *
diff --git a/src/test/unittest/ssi_test/ssi_checker_test.cc b/src/test/unittest/ssi_test/ssi_checker_test.cc
index 87c01352..25da27f2 100644
--- a/src/test/unittest/ssi_test/ssi_checker_test.cc
+++ b/src/test/unittest/ssi_test/ssi_checker_test.cc
@@ -1,9 +1,7 @@
 /*
  * Tencent is pleased to support the open source community by making 3TS available.
  *
- * Copyright (C) 2020 THL A29 Limited, a Tencent company.  All rights reserved. The below software
- * in this distribution may have been modified by THL A29 Limited ("Tencent Modifications"). All
- * Tencent Modifications are Copyright (C) THL A29 Limited.
+ * Copyright (C) 2020 Tencent.  All rights reserved.
  *
  * Author: moggma@tencent.com
  *