From dadc06b5db124789726126da32477fdcd6e6e387 Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 13 Aug 2025 14:33:12 +0300 Subject: [PATCH 01/11] v2 enhancements --- .../default-config/models_profiles.jsonl | 5 ++ .../dashboard/components/evaluation_setup.py | 3 + .../components/model_configuration.py | 6 +- .../src/dashboard/utils/benchmark_runner.py | 60 ++++++++++---- .../src/dashboard/utils/csv_processor.py | 3 - .../src/dashboard/utils/state_management.py | 78 ++++++++++++++++++- migrations/360-eval/src/utils.py | 11 ++- 7 files changed, 145 insertions(+), 21 deletions(-) diff --git a/migrations/360-eval/default-config/models_profiles.jsonl b/migrations/360-eval/default-config/models_profiles.jsonl index ec4f15888..4237a3bcb 100644 --- a/migrations/360-eval/default-config/models_profiles.jsonl +++ b/migrations/360-eval/default-config/models_profiles.jsonl @@ -6,3 +6,8 @@ {"model_id":"bedrock/us.meta.llama3-3-70b-instruct-v1:0", "region": "us-east-2", "input_token_cost": 0.00072, "output_token_cost": 0.00072} {"model_id":"bedrock/us.mistral.mixtral-8x7b-instruct-v0:1", "region": "us-east-2", "input_token_cost": 0.00045, "output_token_cost": 0.0007} {"model_id":"bedrock/us.mistral.pixtral-large-2502-v1:0", "region": "us-east-1", "input_token_cost": 0.002, "output_token_cost": 0.006} +{"model_id":"bedrock/openai.gpt-oss-120b-1:0", "region": "us-west-2", "input_token_cost": 0.00015, "output_token_cost": 0.0006} +{"model_id":"bedrock/openai.gpt-oss-20b-1:0", "region": "us-west-2", "input_token_cost": 0.00007, "output_token_cost": 0.0003} +{"model_id":"openai/gpt-4o", "inference_profile": "NA","input_token_cost": 0.005, "output_token_cost": 0.02} +{"model_id":"openai/gpt-4o-mini", "inference_profile": "NA","input_token_cost": 0.0006, "output_token_cost": 0.0024} +{"model_id":"gemini/gemini-2.0-flash", "region": "NA", "inference_profile": "NA", "input_token_cost": 0.00015, "output_token_cost": 0.0006} \ No newline at end of file diff --git a/migrations/360-eval/src/dashboard/components/evaluation_setup.py b/migrations/360-eval/src/dashboard/components/evaluation_setup.py index 26a996998..d17e39b1e 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_setup.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_setup.py @@ -207,6 +207,9 @@ def _process_csv_upload(self): # Reset column selections to ensure user explicitly chooses them st.session_state.current_evaluation_config["prompt_column"] = None st.session_state.current_evaluation_config["golden_answer_column"] = None + + # Note: CSV will be saved to disk when configuration is saved + # This ensures we have a persistent copy for resuming evaluations def _update_prompt_column(self): st.session_state.current_evaluation_config["prompt_column"] = st.session_state.prompt_column diff --git a/migrations/360-eval/src/dashboard/components/model_configuration.py b/migrations/360-eval/src/dashboard/components/model_configuration.py index 5e3786f0e..f48a85bde 100644 --- a/migrations/360-eval/src/dashboard/components/model_configuration.py +++ b/migrations/360-eval/src/dashboard/components/model_configuration.py @@ -166,10 +166,14 @@ def _render_judge_selection(self, region): key="judge_model_select" ) + # Handle case where selectbox returns index instead of value + if isinstance(selected_judge, int): + selected_judge = judge_options[selected_judge] if selected_judge < len(judge_options) else judge_options[0] + # Get default costs default_input_cost = DEFAULT_JUDGES_COST.get(selected_judge, {"input": 0.001, "output": 0.002})["input"] default_output_cost = DEFAULT_JUDGES_COST.get(selected_judge, {"input": 0.001, "output": 0.002})["output"] - region = judge_regions[selected_judge] + region = judge_regions.get(selected_judge, "us-east-1") with col2: judge_input_cost = st.number_input( "Input Cost", diff --git a/migrations/360-eval/src/dashboard/utils/benchmark_runner.py b/migrations/360-eval/src/dashboard/utils/benchmark_runner.py index cf9816ff1..02cb1bc58 100644 --- a/migrations/360-eval/src/dashboard/utils/benchmark_runner.py +++ b/migrations/360-eval/src/dashboard/utils/benchmark_runner.py @@ -282,20 +282,37 @@ def run_benchmark_process(eval_id): # Setup evaluation files (JSONL, model profiles, judge profiles) dashboard_logger.info(f"Setting up evaluation files for {eval_id}: JSONL conversion, model profiles, judge profiles") try: - # Convert CSV data to JSONL - jsonl_path = convert_to_jsonl( - evaluation_config["csv_data"], - evaluation_config["prompt_column"], - evaluation_config["golden_answer_column"], - evaluation_config["task_type"], - evaluation_config["task_criteria"], - "", - evaluation_config["name"], - evaluation_config.get("temperature", 0.7), - evaluation_config.get("user_defined_metrics", ""), - vision_enabled=evaluation_config.get("vision_enabled", False), - image_column=evaluation_config.get("image_column") - ) + # Check if JSONL file already exists (for resumed evaluations) + from .constants import PROJECT_ROOT + prompt_eval_dir = Path(PROJECT_ROOT) / "prompt-evaluations" + jsonl_path = prompt_eval_dir / f"{eval_name}.jsonl" + + if jsonl_path.exists(): + dashboard_logger.info(f"JSONL file already exists for {eval_name}, using existing file") + else: + # Convert CSV data to JSONL only if csv_data exists + if "csv_data" not in evaluation_config: + error_msg = "Cannot create new evaluation without CSV data. This evaluation may have been created in a previous session." + dashboard_logger.error(f"File setup failed for {eval_id}: {error_msg}") + _update_status_file(status_file, "failed", 0, error=error_msg) + update_evaluation_status(eval_id, "failed", 0, error=error_msg) + _cleanup_evaluation_logs(eval_id, preserve_on_failure=True) + return False + + jsonl_path = convert_to_jsonl( + evaluation_config["csv_data"], + evaluation_config["prompt_column"], + evaluation_config["golden_answer_column"], + evaluation_config["task_type"], + evaluation_config["task_criteria"], + "", + evaluation_config["name"], + evaluation_config.get("temperature", 0.7), + evaluation_config.get("user_defined_metrics", ""), + vision_enabled=evaluation_config.get("vision_enabled", False), + image_column=evaluation_config.get("image_column") + ) + if not jsonl_path: error_msg = "Failed to convert CSV data to JSONL format" dashboard_logger.error(f"File setup failed for {eval_id}: {error_msg}") @@ -556,6 +573,21 @@ def read_stderr(): evaluation_config=evaluation_config) update_evaluation_status(eval_id, "completed", 100, results=results_path) dashboard_logger.info(f"Evaluation completed successfully. Results: {'; '.join(results_info)}") + + # Clean up temporary CSV file after successful completion + try: + csv_path = evaluation_config.get("csv_path") + if not csv_path: + # Try to construct the path from composite ID + csv_file = Path(STATUS_FILES_DIR) / f"eval_{composite_id}_data.csv" + if csv_file.exists(): + csv_path = str(csv_file) + + if csv_path and Path(csv_path).exists(): + Path(csv_path).unlink() + dashboard_logger.info(f"Cleaned up temporary CSV file: {csv_path}") + except Exception as e: + dashboard_logger.warning(f"Could not clean up CSV file: {str(e)}") else: # CSV exists but contains no valid data - treat as failure error_msg = f"Evaluation failed: CSV file generated but contains no successful model responses. All invocations appear to have failed." diff --git a/migrations/360-eval/src/dashboard/utils/csv_processor.py b/migrations/360-eval/src/dashboard/utils/csv_processor.py index fd721d17e..e5f66d2be 100644 --- a/migrations/360-eval/src/dashboard/utils/csv_processor.py +++ b/migrations/360-eval/src/dashboard/utils/csv_processor.py @@ -60,9 +60,6 @@ def convert_to_jsonl(df, prompt_col, golden_answer_col, task_type, task_criteria st.error("Vision model enabled but no image column selected") return None - # For merged evaluations, the column names might be different in different dataframes - # Handle the case where prompt_col or golden_answer_col might not be in all columns - # But ensure at least one row has these columns all_columns = df.columns.tolist() if prompt_col not in all_columns or golden_answer_col not in all_columns: # Check if this is potentially a merged dataframe with different column names diff --git a/migrations/360-eval/src/dashboard/utils/state_management.py b/migrations/360-eval/src/dashboard/utils/state_management.py index 9d6f57571..82acfb168 100644 --- a/migrations/360-eval/src/dashboard/utils/state_management.py +++ b/migrations/360-eval/src/dashboard/utils/state_management.py @@ -23,6 +23,28 @@ def initialize_session_state(): if "completed_evaluations" not in st.session_state: st.session_state.completed_evaluations = [] + # Initialize advanced config widget keys to prevent KeyError + if "adv_parallel_calls" not in st.session_state: + st.session_state.adv_parallel_calls = DEFAULT_PARALLEL_CALLS + + if "adv_invocations_per_scenario" not in st.session_state: + st.session_state.adv_invocations_per_scenario = DEFAULT_INVOCATIONS_PER_SCENARIO + + if "adv_sleep_between_invocations" not in st.session_state: + st.session_state.adv_sleep_between_invocations = DEFAULT_SLEEP_BETWEEN_INVOCATIONS + + if "adv_experiment_counts" not in st.session_state: + st.session_state.adv_experiment_counts = DEFAULT_EXPERIMENT_COUNTS + + if "adv_temperature_variations" not in st.session_state: + st.session_state.adv_temperature_variations = DEFAULT_TEMPERATURE_VARIATIONS + + if "adv_failure_threshold" not in st.session_state: + st.session_state.adv_failure_threshold = DEFAULT_FAILURE_THRESHOLD + + if "adv_experiment_wait_time" not in st.session_state: + st.session_state.adv_experiment_wait_time = 0 + # Load evaluations from status files for persistence load_evaluations_from_files() @@ -201,6 +223,7 @@ def save_configuring_evaluation_to_disk(eval_config): try: import json from pathlib import Path + import pandas as pd # Create status file for configuring evaluation status_dir = Path(STATUS_FILES_DIR) @@ -211,6 +234,15 @@ def save_configuring_evaluation_to_disk(eval_config): composite_id = f"{eval_id}_{eval_name}" status_file = status_dir / f"eval_{composite_id}_status.json" + # Save CSV data to disk if present + csv_path = None + if eval_config.get("csv_data") is not None and eval_config.get("csv_file_name"): + csv_filename = f"eval_{composite_id}_data.csv" + csv_path = status_dir / csv_filename + # Save the DataFrame to CSV + eval_config["csv_data"].to_csv(csv_path, index=False) + csv_path = str(csv_path) # Convert to string for JSON serialization + # Create minimal status data for configuring evaluation status_data = { "status": "configuring", @@ -229,7 +261,12 @@ def save_configuring_evaluation_to_disk(eval_config): "task_type": eval_config.get("task_type"), "task_criteria": eval_config.get("task_criteria"), "temperature": eval_config.get("temperature"), - "csv_file_name": eval_config.get("csv_file_name") + "csv_file_name": eval_config.get("csv_file_name"), + "prompt_column": eval_config.get("prompt_column"), + "golden_answer_column": eval_config.get("golden_answer_column"), + "vision_enabled": eval_config.get("vision_enabled", False), + "image_column": eval_config.get("image_column"), + "csv_path": csv_path # Store the path to the saved CSV file }, # Store models and judges data for configuring evaluations "models_data": eval_config.get("selected_models", []), @@ -261,6 +298,18 @@ def delete_evaluation_from_disk(eval_id, eval_name): # Try composite format first status_file = status_dir / f"eval_{composite_id}_status.json" if status_file.exists(): + # Read status file to get CSV path before deleting + try: + import json + with open(status_file, 'r') as f: + status_data = json.load(f) + csv_path = status_data.get("evaluation_config", {}).get("csv_path") + if csv_path and Path(csv_path).exists(): + Path(csv_path).unlink() + deleted_files.append(f"CSV data: {csv_path}") + except Exception: + pass # Continue with deletion even if we can't read the file + status_file.unlink() deleted_files.append(f"Status: {status_file}") @@ -270,6 +319,12 @@ def delete_evaluation_from_disk(eval_id, eval_name): legacy_status_file.unlink() deleted_files.append(f"Legacy status: {legacy_status_file}") + # Also try to delete CSV file with composite naming + csv_file = status_dir / f"eval_{composite_id}_data.csv" + if csv_file.exists(): + csv_file.unlink() + deleted_files.append(f"CSV data: {csv_file}") + # 2. Delete CSV invocation files from benchmark-results directory benchmark_results_dir = Path(DEFAULT_OUTPUT_DIR) @@ -451,6 +506,17 @@ def load_evaluations_from_files(): stored_config = status_data.get("evaluation_config", {}) task_info = extract_task_info_from_jsonl_simple(eval_name) + # Try to reload CSV data if path exists + csv_data = None + csv_path = stored_config.get("csv_path") + if csv_path and Path(csv_path).exists(): + try: + import pandas as pd + csv_data = pd.read_csv(csv_path) + except Exception as e: + import logging + logging.warning(f"Could not reload CSV from {csv_path}: {str(e)}") + # Create evaluation config eval_config = { "id": eval_id, @@ -480,7 +546,15 @@ def load_evaluations_from_files(): "experiment_wait_time": stored_config.get("experiment_wait_time", 0), "user_defined_metrics": stored_config.get("user_defined_metrics", ""), "temperature": stored_config.get("temperature"), - "csv_file_name": stored_config.get("csv_file_name") + "csv_file_name": stored_config.get("csv_file_name"), + # CSV data is reloaded from saved file if available + "csv_data": csv_data, # Will be DataFrame if CSV was reloaded, None otherwise + # Retrieve actual column names from stored config + "prompt_column": stored_config.get("prompt_column"), + "golden_answer_column": stored_config.get("golden_answer_column"), + "vision_enabled": stored_config.get("vision_enabled", False), + "image_column": stored_config.get("image_column"), + "csv_path": csv_path # Keep the path for reference } st.session_state.evaluations.append(eval_config) diff --git a/migrations/360-eval/src/utils.py b/migrations/360-eval/src/utils.py index 15b633a0a..57b798465 100644 --- a/migrations/360-eval/src/utils.py +++ b/migrations/360-eval/src/utils.py @@ -183,10 +183,19 @@ def llm_judge_template(all_metrics, class RetryTracker: def __init__(self): self.attempts = 0 + self.had_300_second_wait = False def increment(self, retry_state): self.attempts = retry_state.attempt_number - logger.info(f"Retry attempt {self.attempts}, sleeping for {retry_state.next_action.sleep} seconds") + wait_time = retry_state.next_action.sleep if retry_state.next_action else 0 + logger.info(f"Retry attempt {self.attempts}, sleeping for {wait_time} seconds") + + # If we're about to wait 300 seconds and already had one 300s wait, stop retrying + if wait_time >= 300: + if self.had_300_second_wait: + logger.info("Already waited 300 seconds once, stopping retries") + raise Exception("Max wait time reached - stopping after one 300-second retry") + self.had_300_second_wait = True # Retry decorator with exponential backoff From bd6eadbd086ab07598aea2efd85c69236c8a0aad Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 13 Aug 2025 15:18:28 +0300 Subject: [PATCH 02/11] v2 enhancements 2 --- .../components/evaluation_monitor.py | 21 ++++++ .../dashboard/components/evaluation_setup.py | 72 +++++++++++++++++++ .../dashboard/components/results_viewer.py | 10 +++ .../360-eval/src/streamlit_dashboard.py | 8 ++- 4 files changed, 110 insertions(+), 1 deletion(-) diff --git a/migrations/360-eval/src/dashboard/components/evaluation_monitor.py b/migrations/360-eval/src/dashboard/components/evaluation_monitor.py index 2b1284221..49e9b0f19 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_monitor.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_monitor.py @@ -153,6 +153,27 @@ def render(self): eval_df = pd.DataFrame(eval_data) st.dataframe(eval_df, hide_index=True) + # Add section to load configuration from existing evaluations + st.subheader("Load Configuration") + + # All evaluations can have their config loaded + if available_evals: + col1, col2 = st.columns([3, 1]) + with col1: + selected_load_eval = st.selectbox( + "Select an evaluation to load its configuration", + options=[e["id"] for e in available_evals], + format_func=lambda x: next((f"{e['name']} ({e['status']})" for e in available_evals if e["id"] == x), x), + help="Load configuration from any evaluation to create a new one" + ) + with col2: + if st.button("šŸ“‹ Load Config", key="load_config_btn"): + eval_to_load = next((e for e in available_evals if e["id"] == selected_load_eval), None) + if eval_to_load: + st.session_state.load_from_eval_config = eval_to_load.copy() + st.session_state.navigate_to_setup = True + st.rerun() + # Add section to run selected evaluations st.subheader("Run Evaluations") diff --git a/migrations/360-eval/src/dashboard/components/evaluation_setup.py b/migrations/360-eval/src/dashboard/components/evaluation_setup.py index d17e39b1e..31a4015c6 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_setup.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_setup.py @@ -12,6 +12,12 @@ class EvaluationSetupComponent: def render(self): """Render the evaluation setup component.""" + # Check if we need to load configuration from another evaluation + if "load_from_eval_config" in st.session_state: + self._load_configuration(st.session_state.load_from_eval_config) + del st.session_state.load_from_eval_config + st.success("Configuration loaded! Please upload a CSV file and enter evaluation name.") + # Evaluation name st.text_input( "Evaluation Name", @@ -391,3 +397,69 @@ def _update_experiment_wait_time_adv(self): selected_label = st.session_state.adv_experiment_wait_time_dropdown st.session_state.current_evaluation_config["experiment_wait_time"] = wait_time_options[selected_label] + def _load_configuration(self, source_config): + """Load configuration from another evaluation.""" + from datetime import datetime + from ..utils.constants import ( + DEFAULT_OUTPUT_DIR, DEFAULT_PARALLEL_CALLS, + DEFAULT_INVOCATIONS_PER_SCENARIO, DEFAULT_SLEEP_BETWEEN_INVOCATIONS, + DEFAULT_EXPERIMENT_COUNTS, DEFAULT_TEMPERATURE_VARIATIONS, DEFAULT_FAILURE_THRESHOLD + ) + + # Just use the single task fields directly + task_evaluations = [{ + "task_type": source_config.get("task_type", ""), + "task_criteria": source_config.get("task_criteria", ""), + "temperature": source_config.get("temperature", 0.7), + "user_defined_metrics": source_config.get("user_defined_metrics", "") + }] + + # Create a new evaluation config with loaded parameters + new_config = { + # New evaluation metadata + "id": None, # New evaluation + "name": f"Benchmark-{datetime.now().strftime('%Y%m%d-%H%M%S')}", # New default name + "status": "configuring", + "progress": 0, + "created_at": None, + "updated_at": None, + "results": None, + + # Data fields - need new upload + "csv_data": None, + "csv_path": None, + "csv_file_name": None, + "prompt_column": None, # User will select after upload + "golden_answer_column": None, # User will select after upload + + # Copy all configuration parameters + "task_type": source_config.get("task_type", ""), + "task_criteria": source_config.get("task_criteria", ""), + "task_evaluations": task_evaluations, + "temperature": source_config.get("temperature", 0.7), + "user_defined_metrics": source_config.get("user_defined_metrics", ""), + + # Copy model and judge configurations + "selected_models": source_config.get("selected_models", []).copy() if source_config.get("selected_models") else [], + "judge_models": source_config.get("judge_models", []).copy() if source_config.get("judge_models") else [], + + # Copy advanced parameters + "output_dir": source_config.get("output_dir", DEFAULT_OUTPUT_DIR), + "parallel_calls": source_config.get("parallel_calls", DEFAULT_PARALLEL_CALLS), + "invocations_per_scenario": source_config.get("invocations_per_scenario", DEFAULT_INVOCATIONS_PER_SCENARIO), + "sleep_between_invocations": source_config.get("sleep_between_invocations", DEFAULT_SLEEP_BETWEEN_INVOCATIONS), + "experiment_counts": source_config.get("experiment_counts", DEFAULT_EXPERIMENT_COUNTS), + "temperature_variations": source_config.get("temperature_variations", DEFAULT_TEMPERATURE_VARIATIONS), + "failure_threshold": source_config.get("failure_threshold", DEFAULT_FAILURE_THRESHOLD), + "experiment_wait_time": source_config.get("experiment_wait_time", 0), + + # Copy vision settings + "vision_enabled": source_config.get("vision_enabled", False), + "image_column": None # User will select after upload if vision is enabled + } + + # Update the current evaluation config + st.session_state.current_evaluation_config = new_config + + # Also update the num_tasks to match the loaded task_evaluations + st.session_state.num_tasks = len(task_evaluations) diff --git a/migrations/360-eval/src/dashboard/components/results_viewer.py b/migrations/360-eval/src/dashboard/components/results_viewer.py index c1cd2fb10..f1c3716c1 100644 --- a/migrations/360-eval/src/dashboard/components/results_viewer.py +++ b/migrations/360-eval/src/dashboard/components/results_viewer.py @@ -222,5 +222,15 @@ def _show_evaluation_results(self, eval_id): if eval_config.get('user_defined_metrics'): st.write(f"**User-Defined Metrics:** {eval_config['user_defined_metrics']}") + + # Add Load Config button + st.divider() + col1, col2, col3 = st.columns([1, 1, 2]) + with col1: + if st.button("šŸ“‹ Load Config", key=f"load_config_{eval_id}", + help="Load this evaluation's configuration to create a new evaluation"): + st.session_state.load_from_eval_config = eval_config.copy() + st.session_state.navigate_to_setup = True + st.rerun() diff --git a/migrations/360-eval/src/streamlit_dashboard.py b/migrations/360-eval/src/streamlit_dashboard.py index 1f3c5316d..b26c11fe0 100644 --- a/migrations/360-eval/src/streamlit_dashboard.py +++ b/migrations/360-eval/src/streamlit_dashboard.py @@ -91,7 +91,13 @@ def main(): # Navigation tabs in sidebar - always include Reports tab tab_names = ["Setup", "Monitor", "Evaluations", "Reports"] - active_tab = st.radio("Navigation", tab_names) + + # Check if we need to navigate to Setup tab + if "navigate_to_setup" in st.session_state and st.session_state.navigate_to_setup: + active_tab = st.radio("Navigation", tab_names, index=0, key="nav_radio") + del st.session_state.navigate_to_setup # Clear the flag after using it + else: + active_tab = st.radio("Navigation", tab_names, key="nav_radio") logger.info(f"Selected tab: {active_tab}") # Main area - show different components based on active tab From 4b2076c934b24a4cabebb1e2911de7fdadb8239f Mon Sep 17 00:00:00 2001 From: claumazz Date: Mon, 18 Aug 2025 09:17:35 -0400 Subject: [PATCH 03/11] v2 enhancements 3 --- .../components/evaluation_monitor.py | 21 ------------------- .../360-eval/src/streamlit_dashboard.py | 8 +++---- 2 files changed, 4 insertions(+), 25 deletions(-) diff --git a/migrations/360-eval/src/dashboard/components/evaluation_monitor.py b/migrations/360-eval/src/dashboard/components/evaluation_monitor.py index 49e9b0f19..2b1284221 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_monitor.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_monitor.py @@ -153,27 +153,6 @@ def render(self): eval_df = pd.DataFrame(eval_data) st.dataframe(eval_df, hide_index=True) - # Add section to load configuration from existing evaluations - st.subheader("Load Configuration") - - # All evaluations can have their config loaded - if available_evals: - col1, col2 = st.columns([3, 1]) - with col1: - selected_load_eval = st.selectbox( - "Select an evaluation to load its configuration", - options=[e["id"] for e in available_evals], - format_func=lambda x: next((f"{e['name']} ({e['status']})" for e in available_evals if e["id"] == x), x), - help="Load configuration from any evaluation to create a new one" - ) - with col2: - if st.button("šŸ“‹ Load Config", key="load_config_btn"): - eval_to_load = next((e for e in available_evals if e["id"] == selected_load_eval), None) - if eval_to_load: - st.session_state.load_from_eval_config = eval_to_load.copy() - st.session_state.navigate_to_setup = True - st.rerun() - # Add section to run selected evaluations st.subheader("Run Evaluations") diff --git a/migrations/360-eval/src/streamlit_dashboard.py b/migrations/360-eval/src/streamlit_dashboard.py index b26c11fe0..bdc7b9b85 100644 --- a/migrations/360-eval/src/streamlit_dashboard.py +++ b/migrations/360-eval/src/streamlit_dashboard.py @@ -94,10 +94,10 @@ def main(): # Check if we need to navigate to Setup tab if "navigate_to_setup" in st.session_state and st.session_state.navigate_to_setup: - active_tab = st.radio("Navigation", tab_names, index=0, key="nav_radio") - del st.session_state.navigate_to_setup # Clear the flag after using it - else: - active_tab = st.radio("Navigation", tab_names, key="nav_radio") + st.session_state.nav_radio = "Setup" + del st.session_state.navigate_to_setup + + active_tab = st.radio("Navigation", tab_names, key="nav_radio") logger.info(f"Selected tab: {active_tab}") # Main area - show different components based on active tab From bd235b83bc23412633dbeefd351b9c198deb3f8e Mon Sep 17 00:00:00 2001 From: claumazz Date: Mon, 18 Aug 2025 13:52:36 -0400 Subject: [PATCH 04/11] v2 enhancements 3 --- .../dashboard/components/evaluation_setup.py | 32 +++++++++++++++++-- .../src/dashboard/utils/csv_processor.py | 4 +-- 2 files changed, 31 insertions(+), 5 deletions(-) diff --git a/migrations/360-eval/src/dashboard/components/evaluation_setup.py b/migrations/360-eval/src/dashboard/components/evaluation_setup.py index 31a4015c6..e9d31918f 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_setup.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_setup.py @@ -439,9 +439,9 @@ def _load_configuration(self, source_config): "temperature": source_config.get("temperature", 0.7), "user_defined_metrics": source_config.get("user_defined_metrics", ""), - # Copy model and judge configurations - "selected_models": source_config.get("selected_models", []).copy() if source_config.get("selected_models") else [], - "judge_models": source_config.get("judge_models", []).copy() if source_config.get("judge_models") else [], + # Copy model and judge configurations - normalize the data structure + "selected_models": self._normalize_models(source_config.get("selected_models", [])), + "judge_models": self._normalize_judges(source_config.get("judge_models", [])), # Copy advanced parameters "output_dir": source_config.get("output_dir", DEFAULT_OUTPUT_DIR), @@ -463,3 +463,29 @@ def _load_configuration(self, source_config): # Also update the num_tasks to match the loaded task_evaluations st.session_state.num_tasks = len(task_evaluations) + + def _normalize_models(self, models): + """Normalize model data structure from loaded configuration.""" + normalized = [] + for model in models: + # Handle both old format (from loaded profiles) and new format + normalized.append({ + "id": model.get("model_id") or model.get("id"), + "region": model.get("region", ""), + "input_cost": model.get("input_token_cost") or model.get("input_cost", 0), + "output_cost": model.get("output_token_cost") or model.get("output_cost", 0) + }) + return normalized + + def _normalize_judges(self, judges): + """Normalize judge data structure from loaded configuration.""" + normalized = [] + for judge in judges: + # Handle both old format (from loaded profiles) and new format + normalized.append({ + "id": judge.get("model_id") or judge.get("id"), + "region": judge.get("region", ""), + "input_cost": judge.get("input_cost_per_1k") or judge.get("input_cost", 0), + "output_cost": judge.get("output_cost_per_1k") or judge.get("output_cost", 0) + }) + return normalized diff --git a/migrations/360-eval/src/dashboard/utils/csv_processor.py b/migrations/360-eval/src/dashboard/utils/csv_processor.py index e5f66d2be..d927593fd 100644 --- a/migrations/360-eval/src/dashboard/utils/csv_processor.py +++ b/migrations/360-eval/src/dashboard/utils/csv_processor.py @@ -191,8 +191,8 @@ def create_judge_profiles_jsonl(judges, output_dir, custom_filename=None): entry = { "model_id": judge["id"], "region": judge["region"], - "input_cost_per_1k": judge["input_cost"], # Field is already 1k - "output_cost_per_1k": judge["output_cost"] # Field is already 1k + "input_cost_per_1k": judge["input_cost"], + "output_cost_per_1k": judge["output_cost"] } f.write(json.dumps(entry) + '\n') except IOError as e: From 643da0734a2a6f9ad3f100c120c7fa0507b6ac02 Mon Sep 17 00:00:00 2001 From: claumazz Date: Tue, 19 Aug 2025 18:02:13 -0400 Subject: [PATCH 05/11] v2 enhancements 3 --- .../src/dashboard/components/evaluation_setup.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/migrations/360-eval/src/dashboard/components/evaluation_setup.py b/migrations/360-eval/src/dashboard/components/evaluation_setup.py index e9d31918f..df09aed75 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_setup.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_setup.py @@ -295,7 +295,7 @@ def render_advanced_config(self): "Pass|Failure Threshold", min_value=2, max_value=4, - value=3, + value=st.session_state.current_evaluation_config["failure_threshold"], key="adv_failure_threshold", on_change=self._update_failure_threshold_adv, help="Value used to define whether an evaluation failed to meet standards, any evaluation metric below this number will be considered failure." @@ -463,6 +463,15 @@ def _load_configuration(self, source_config): # Also update the num_tasks to match the loaded task_evaluations st.session_state.num_tasks = len(task_evaluations) + + # Synchronize widget session state keys with loaded config + # This ensures the Advanced Configuration tab displays the correct values + st.session_state.adv_parallel_calls = new_config["parallel_calls"] + st.session_state.adv_invocations_per_scenario = new_config["invocations_per_scenario"] + st.session_state.adv_sleep_between_invocations = new_config["sleep_between_invocations"] + st.session_state.adv_experiment_counts = new_config["experiment_counts"] + st.session_state.adv_temperature_variations = new_config["temperature_variations"] + st.session_state.adv_failure_threshold = new_config["failure_threshold"] def _normalize_models(self, models): """Normalize model data structure from loaded configuration.""" From b7f106e292817461cdf422e6ac00287ac6b76377 Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 20 Aug 2025 00:00:20 -0400 Subject: [PATCH 06/11] v2 enhancements 4 --- migrations/360-eval/get_model_profiles.py | 347 ++++++++++++++++++ .../dashboard/components/evaluation_setup.py | 2 +- .../components/model_configuration.py | 85 ++++- .../360-eval/src/dashboard/utils/constants.py | 28 +- 4 files changed, 443 insertions(+), 19 deletions(-) create mode 100644 migrations/360-eval/get_model_profiles.py diff --git a/migrations/360-eval/get_model_profiles.py b/migrations/360-eval/get_model_profiles.py new file mode 100644 index 000000000..59e20d907 --- /dev/null +++ b/migrations/360-eval/get_model_profiles.py @@ -0,0 +1,347 @@ +#!/usr/bin/env python3 +""" +Complete AWS Bedrock Model Discovery Script + +This script discovers all Bedrock models available and accessible to your account +across all regions, including cross-region inference profile models. + +Returns a clean JSONL file with: +- Regular foundation models +- Cross-region inference profile models (with us./eu./apac. prefixes) +- Only models you have access to +- Simple format: {"model_id": "bedrock/...", "region": "...", "input_token_cost": 0, "output_token_cost": 0} +""" + +import boto3 +import json +from typing import Dict, List, Tuple, Optional +from concurrent.futures import ThreadPoolExecutor, as_completed +from botocore.exceptions import ClientError, NoCredentialsError + + +def check_aws_credentials() -> bool: + """Check if AWS credentials are configured and working""" + try: + session = boto3.Session() + credentials = session.get_credentials() + + if not credentials: + print("āŒ AWS credentials not configured") + print(" Please configure with: aws configure") + return False + + # Test credentials + sts = boto3.client('sts') + identity = sts.get_caller_identity() + print(f"āœ… AWS credentials valid (Account: {identity['Account'][:4]}***)") + return True + + except NoCredentialsError: + print("āŒ No AWS credentials found") + print(" Please configure with: aws configure") + return False + except Exception as e: + print(f"āŒ Error checking credentials: {e}") + return False + + +def get_all_aws_regions() -> List[str]: + """Get all AWS regions dynamically""" + try: + ec2 = boto3.client('ec2', region_name='us-east-1') + response = ec2.describe_regions() + return [region['RegionName'] for region in response['Regions']] + except Exception as e: + print(f"āŒ Error fetching regions: {e}") + # Fallback to known regions if API fails + return [ + 'us-east-1', 'us-east-2', 'us-west-1', 'us-west-2', + 'eu-west-1', 'eu-west-2', 'eu-west-3', 'eu-central-1', 'eu-north-1', + 'ap-northeast-1', 'ap-northeast-2', 'ap-northeast-3', + 'ap-southeast-1', 'ap-southeast-2', 'ap-south-1', + 'ca-central-1', 'sa-east-1' + ] + + +def check_model_access(bedrock_runtime, model_id: str) -> str: + """Check if we have access to invoke a specific model""" + try: + # Try a minimal invocation to check access + test_prompt = "Hi" + messages = [ + { + "role": "user", + "content": [{"text": test_prompt}] + } + ] + # Make a minimal request + response = bedrock_runtime.converse( + modelId=model_id, + messages=messages, + inferenceConfig={ + "maxTokens": 10, + "temperature": 0.7 + } + ) + + # If we get a response without error, access is granted + return 'granted' + + except ClientError as e: + error_code = e.response.get('Error', {}).get('Code', '') + error_message = e.response.get('Error', {}).get('Message', '') + + if error_code == 'AccessDeniedException': + return 'denied' + elif error_code == 'ValidationException': + return 'denied' + elif error_code == 'ThrottlingException': + # Throttling means we have access but hit rate limits + return 'granted' + else: + return 'denied' + except Exception: + return 'denied' + + +def get_inference_profile_models(region: str) -> List[Dict]: + """Get cross-region inference profile models (system-defined only)""" + try: + bedrock = boto3.client('bedrock', region_name=region) + + # Get system-defined profiles (cross-region) + system_response = bedrock.list_inference_profiles(typeEquals='SYSTEM_DEFINED') + + profile_models = [] + + # Process system-defined profiles only + for profile in system_response.get('inferenceProfileSummaries', []): + profile_id = profile.get('inferenceProfileId', '') + profile_name = profile.get('inferenceProfileName', '') + + # Create a model entry for the profile + profile_model = { + 'modelId': profile_id, + 'modelName': profile_name, + 'provider': 'AWS_BEDROCK_PROFILE', + 'isInferenceProfile': True, + 'profileType': 'SYSTEM_DEFINED' + } + profile_models.append(profile_model) + + return profile_models + + except Exception: + # If inference profiles aren't available, return empty list + return [] + + +def check_bedrock_in_region(region: str) -> Tuple[str, Optional[Dict]]: + """Check Bedrock models in a specific region""" + try: + bedrock = boto3.client('bedrock', region_name=region) + bedrock_runtime = boto3.client('bedrock-runtime', region_name=region) + + # Get foundation models + response = bedrock.list_foundation_models(byOutputModality='TEXT') + models = response.get('modelSummaries', []) + + # Extract active models + model_info = [] + for model in models: + if model.get('modelLifecycle', {}).get('status') == 'ACTIVE': + model_id = model.get('modelId') + + # Check access to this model + access_status = check_model_access(bedrock_runtime, model_id) + + if access_status == 'granted': + model_data = { + 'modelId': model_id, + 'modelName': model.get('modelName'), + 'provider': model.get('providerName'), + 'isInferenceProfile': False, + 'accessGranted': True + } + model_info.append(model_data) + + # Add cross-region inference profile models + profile_models = get_inference_profile_models(region) + + # Check access to profile models + for profile in profile_models: + profile_id = profile['modelId'] + access_status = check_model_access(bedrock_runtime, profile_id) + + if access_status == 'granted': + profile['accessGranted'] = True + model_info.append(profile) + + return (region, { + 'available': True, + 'model_count': len(model_info), + 'models': model_info + }) + + except ClientError as e: + error_code = e.response.get('Error', {}).get('Code', '') + + if error_code in ['UnknownEndpoint', 'ServiceUnavailable', 'EndpointConnectionError']: + return (region, { + 'available': False, + 'model_count': 0, + 'models': [], + 'reason': 'Service not available in region' + }) + elif error_code == 'AccessDeniedException': + return (region, { + 'available': 'unknown', + 'model_count': 0, + 'models': [], + 'reason': 'Access denied - check permissions' + }) + else: + return (region, { + 'available': 'error', + 'model_count': 0, + 'models': [], + 'reason': f'Error: {error_code}' + }) + except Exception as e: + return (region, { + 'available': 'error', + 'model_count': 0, + 'models': [], + 'reason': f'Unexpected error: {str(e)[:100]}' + }) + + +def discover_all_models(output_file: str = "default-config/models_profiles.jsonl") -> Dict: + """Discover all accessible Bedrock models across all regions""" + + print("šŸ” AWS Bedrock Complete Model Discovery") + print("=" * 60) + + # Check credentials + print("\nšŸ” Checking AWS credentials...") + if not check_aws_credentials(): + return {"error": "AWS credentials not configured"} + + # Get all regions + print("\nšŸŒ Fetching all AWS regions...") + regions = get_all_aws_regions() + print(f" Found {len(regions)} regions") + + # Check all regions in parallel + print(f"\nšŸ”„ Checking Bedrock models across {len(regions)} regions...") + print(" āœ“ Testing actual model access (this may take a few minutes)") + print(" āœ“ Including cross-region inference profiles") + + results = {} + total_accessible_models = 0 + + # Use ThreadPoolExecutor for parallel checking + with ThreadPoolExecutor(max_workers=10) as executor: + # Submit all tasks + future_to_region = { + executor.submit(check_bedrock_in_region, region): region + for region in regions + } + + # Process completed tasks + completed = 0 + for future in as_completed(future_to_region): + completed += 1 + region, result = future.result() + results[region] = result + + # Show progress + progress = completed / len(regions) * 100 + if result and result.get('available') == True: + model_count = result.get('model_count', 0) + total_accessible_models += model_count + status = f"āœ… {model_count} models" + else: + status = "āŒ no access" + + print(f" {status:<15} {region:<20} [{completed}/{len(regions)}] {progress:.0f}%") + + # Generate JSONL output + print(f"\nšŸ’¾ Generating JSONL output...") + models_data = [] + + for region, region_data in results.items(): + if region_data.get('available') and region_data.get('models'): + for model in region_data['models']: + model_id = model['modelId'] + + # Create simplified entry + entry = { + "model_id": f"bedrock/{model_id}", + "region": region, + "input_token_cost": 0.0, + "output_token_cost": 0.0 + } + + models_data.append(entry) + + # Sort by region and model_id + models_data.sort(key=lambda x: (x['region'], x['model_id'])) + + # Write to JSONL file + try: + with open(output_file, 'w') as f: + for entry in models_data: + f.write(json.dumps(entry) + '\n') + + print(f" āœ… Generated {output_file}") + except Exception as e: + print(f" āŒ Error writing file: {e}") + return {"error": f"Could not write file: {e}"} + + # Summary + available_regions = sum(1 for r in results.values() if r.get('available') == True) + regular_models = len([m for m in models_data if not m['model_id'].startswith('bedrock/us.') and not m['model_id'].startswith('bedrock/eu.') and not m['model_id'].startswith('bedrock/apac.')]) + cross_region_models = len(models_data) - regular_models + + print(f"\n" + "=" * 60) + print("šŸ“ˆ DISCOVERY COMPLETE") + print("=" * 60) + print(f"āœ… Total accessible models: {len(models_data)}") + print(f" • Regular foundation models: {regular_models}") + print(f" • Cross-region inference profiles: {cross_region_models}") + print(f"šŸŒ Regions with Bedrock access: {available_regions}/{len(regions)}") + print(f"šŸ“„ Output file: {output_file}") + + # Show sample cross-region models + cross_region_samples = [m for m in models_data if any(m['model_id'].startswith(f'bedrock/{prefix}') for prefix in ['us.', 'eu.', 'apac.'])] + if cross_region_samples: + print(f"\n🌐 Sample cross-region models:") + for model in cross_region_samples[:5]: + print(f" • {model['model_id']} (region: {model['region']})") + + return { + "success": True, + "total_models": len(models_data), + "regular_models": regular_models, + "cross_region_models": cross_region_models, + "accessible_regions": available_regions, + "total_regions": len(regions), + "output_file": output_file + } + + +def main(): + """Main function""" + result = discover_all_models() + + if result.get("error"): + print(f"\nāŒ Discovery failed: {result['error']}") + return 1 + else: + print(f"\nšŸŽ‰ Success! All accessible Bedrock models discovered.") + return 0 + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/migrations/360-eval/src/dashboard/components/evaluation_setup.py b/migrations/360-eval/src/dashboard/components/evaluation_setup.py index df09aed75..31e662278 100644 --- a/migrations/360-eval/src/dashboard/components/evaluation_setup.py +++ b/migrations/360-eval/src/dashboard/components/evaluation_setup.py @@ -273,7 +273,7 @@ def render_advanced_config(self): "Parallel API Calls", min_value=1, max_value=20, - value=st.session_state.current_evaluation_config["parallel_calls"], + # value=st.session_state.current_evaluation_config["parallel_calls"], key="adv_parallel_calls", on_change=self._update_parallel_calls_adv, help="How many API calls to run simultaneously. Higher values = faster execution but may hit rate limits. Start with 4 for most use cases." diff --git a/migrations/360-eval/src/dashboard/components/model_configuration.py b/migrations/360-eval/src/dashboard/components/model_configuration.py index f48a85bde..65432b616 100644 --- a/migrations/360-eval/src/dashboard/components/model_configuration.py +++ b/migrations/360-eval/src/dashboard/components/model_configuration.py @@ -8,7 +8,11 @@ DEFAULT_COST_MAP, DEFAULT_JUDGES_COST, DEFAULT_JUDGES, - AWS_REGIONS + AWS_REGIONS, + MODEL_TO_REGIONS, + REGION_TO_MODELS, + JUDGE_MODEL_TO_REGIONS, + JUDGE_REGION_TO_MODELS ) from ..utils.state_management import save_current_evaluation @@ -16,22 +20,61 @@ class ModelConfigurationComponent: """Component for configuring models and judge models.""" + def __init__(self): + # Initialize session state for model/region filtering + if 'selected_bedrock_model' not in st.session_state: + st.session_state.selected_bedrock_model = None + if 'filtered_regions' not in st.session_state: + st.session_state.filtered_regions = list(REGION_TO_MODELS.keys()) if REGION_TO_MODELS else AWS_REGIONS + if 'filtered_models' not in st.session_state: + st.session_state.filtered_models = {} + + def _on_region_change(self): + """Handle region selection change and auto-correct model selection.""" + selected_region = st.session_state.aws_region + if selected_region in REGION_TO_MODELS: + available_models = REGION_TO_MODELS[selected_region] + # Auto-select first available model if current selection is invalid + if st.session_state.selected_bedrock_model not in available_models and available_models: + st.session_state.selected_bedrock_model = available_models[0] + st.session_state.filtered_models = available_models + + def _on_model_change(self): + """Handle model selection change and auto-correct region selection.""" + selected_model = st.session_state.bedrock_model_select + if selected_model in MODEL_TO_REGIONS: + available_regions = MODEL_TO_REGIONS[selected_model] + # Auto-select first available region if current selection is invalid + if st.session_state.aws_region not in available_regions and available_regions: + st.session_state.aws_region = available_regions[0] + st.session_state.filtered_regions = available_regions + def render(self): """Render the model configuration component.""" - # Region selection + # Determine available regions based on selected model + available_regions = st.session_state.filtered_regions if hasattr(st.session_state, 'filtered_regions') else list(REGION_TO_MODELS.keys()) + if not available_regions: + available_regions = AWS_REGIONS + + # Region selection with dynamic filtering selected_region = st.selectbox( "AWS Region", - options=AWS_REGIONS, - index=1, # Default to us-east-2 - key="aws_region" + options=available_regions, + index=0 if available_regions else 0, + key="aws_region", + on_change=self._on_region_change ) # Available models tabs (Bedrock, OpenAI) tab1, tab2 = st.tabs(["Bedrock Models", "Other Models"]) with tab1: - bedrock_models = [model[0] for model in DEFAULT_BEDROCK_MODELS] + # Get models available in selected region + if selected_region in REGION_TO_MODELS: + bedrock_models = REGION_TO_MODELS[selected_region] + else: + bedrock_models = [model[0] for model in DEFAULT_BEDROCK_MODELS] self._render_model_dropdown(bedrock_models, "bedrock", selected_region) with tab2: @@ -112,11 +155,22 @@ def _render_model_dropdown(self, model_list, prefix, region): col1, col2, col3, col4 = st.columns([3, 1, 1, 1]) with col1: - selected_model = st.selectbox( - "Select Model", - options=model_list, - key=f"{prefix}_model_select" - ) + if prefix == "bedrock": + # For Bedrock models, add on_change callback + selected_model = st.selectbox( + "Select Model", + options=model_list if model_list else ["No models available in this region"], + key=f"{prefix}_model_select", + on_change=self._on_model_change if model_list else None, + disabled=not model_list + ) + else: + # For non-Bedrock models, no region filtering + selected_model = st.selectbox( + "Select Model", + options=model_list, + key=f"{prefix}_model_select" + ) # Get default costs default_input_cost = DEFAULT_COST_MAP.get(selected_model, {"input": 0.001, "output": 0.002})["input"] @@ -154,7 +208,7 @@ def _render_model_dropdown(self, model_list, prefix, region): def _render_judge_selection(self, region): """Render the judge model selection UI.""" - # Use Claude models as default judges + # Ignore the passed region parameter - use judge's own regions from config judge_options = [m[0] for m in DEFAULT_JUDGES] judge_regions = {m[0]: m[1] for m in DEFAULT_JUDGES} col1, col2, col3, col4 = st.columns([3, 1, 1, 1]) @@ -170,10 +224,11 @@ def _render_judge_selection(self, region): if isinstance(selected_judge, int): selected_judge = judge_options[selected_judge] if selected_judge < len(judge_options) else judge_options[0] - # Get default costs + # Get default costs and region from judge config default_input_cost = DEFAULT_JUDGES_COST.get(selected_judge, {"input": 0.001, "output": 0.002})["input"] default_output_cost = DEFAULT_JUDGES_COST.get(selected_judge, {"input": 0.001, "output": 0.002})["output"] - region = judge_regions.get(selected_judge, "us-east-1") + # Use the judge's predefined region from the config file + judge_region = judge_regions.get(selected_judge, "us-east-1") with col2: judge_input_cost = st.number_input( "Input Cost", @@ -201,7 +256,7 @@ def _render_judge_selection(self, region): "Add Judge", key="add_judge", on_click=self._add_judge_model, - args=(selected_judge, region, judge_input_cost, judge_output_cost) + args=(selected_judge, judge_region, judge_input_cost, judge_output_cost) ) def _add_model(self, model_id, region, input_cost, output_cost): diff --git a/migrations/360-eval/src/dashboard/utils/constants.py b/migrations/360-eval/src/dashboard/utils/constants.py index 59d2ffcf7..12d49b1c7 100644 --- a/migrations/360-eval/src/dashboard/utils/constants.py +++ b/migrations/360-eval/src/dashboard/utils/constants.py @@ -27,6 +27,8 @@ def generate_model_info(filename='models_profiles.jsonl'): bedrock_models = [] openai_models = [] cost_map = {} + model_to_regions = {} + region_to_models = {} # Read and process the JSONL file with open(file_path, 'r') as file: @@ -44,6 +46,20 @@ def generate_model_info(filename='models_profiles.jsonl'): openai_models.append([model_id, region]) else: bedrock_models.append([model_id, region]) + + # Build region/model mappings for Bedrock models + if region and region != "N/A": + # Add to model_to_regions mapping + if model_id not in model_to_regions: + model_to_regions[model_id] = [] + if region not in model_to_regions[model_id]: + model_to_regions[model_id].append(region) + + # Add to region_to_models mapping + if region not in region_to_models: + region_to_models[region] = [] + if model_id not in region_to_models[region]: + region_to_models[region].append(model_id) # Build cost map entry # Handle the case where 'input_token_cost' might be misspelled as 'input' @@ -62,15 +78,17 @@ def generate_model_info(filename='models_profiles.jsonl'): return { "DEFAULT_BEDROCK_MODELS": bedrock_models, "DEFAULT_OPENAI_MODELS": openai_models, - "DEFAULT_COST_MAP": cost_map + "DEFAULT_COST_MAP": cost_map, + "MODEL_TO_REGIONS": model_to_regions, + "REGION_TO_MODELS": region_to_models } except FileNotFoundError: print(f"Error: File '{file_path}' not found.") - return {"DEFAULT_BEDROCK_MODELS": [], "DEFAULT_OPENAI_MODELS": [], "DEFAULT_COST_MAP": {}} + return {"DEFAULT_BEDROCK_MODELS": [], "DEFAULT_OPENAI_MODELS": [], "DEFAULT_COST_MAP": {}, "MODEL_TO_REGIONS": {}, "REGION_TO_MODELS": {}} except Exception as e: print(f"Error: {str(e)}") - return {"DEFAULT_BEDROCK_MODELS": [], "DEFAULT_OPENAI_MODELS": [], "DEFAULT_COST_MAP": {}} + return {"DEFAULT_BEDROCK_MODELS": [], "DEFAULT_OPENAI_MODELS": [], "DEFAULT_COST_MAP": {}, "MODEL_TO_REGIONS": {}, "REGION_TO_MODELS": {}} """Constants for the Streamlit dashboard.""" @@ -160,8 +178,12 @@ def generate_model_info(filename='models_profiles.jsonl'): DEFAULT_BEDROCK_MODELS = defaults['DEFAULT_BEDROCK_MODELS'] DEFAULT_OPENAI_MODELS = defaults['DEFAULT_OPENAI_MODELS'] DEFAULT_COST_MAP = defaults['DEFAULT_COST_MAP'] +MODEL_TO_REGIONS = defaults['MODEL_TO_REGIONS'] +REGION_TO_MODELS = defaults['REGION_TO_MODELS'] # Load judge data judges = generate_model_info('judge_profiles.jsonl') DEFAULT_JUDGES = judges['DEFAULT_BEDROCK_MODELS'] DEFAULT_JUDGES_COST = judges['DEFAULT_COST_MAP'] +JUDGE_MODEL_TO_REGIONS = judges['MODEL_TO_REGIONS'] +JUDGE_REGION_TO_MODELS = judges['REGION_TO_MODELS'] From b1d5805cff5f24e187f2e24fa193638f9eeee5e0 Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 20 Aug 2025 13:12:23 -0400 Subject: [PATCH 07/11] v2 enhancements 4 --- migrations/360-eval/src/benchmarks_run.py | 124 +++++++++++++++------- migrations/360-eval/src/utils.py | 37 ++++++- 2 files changed, 121 insertions(+), 40 deletions(-) diff --git a/migrations/360-eval/src/benchmarks_run.py b/migrations/360-eval/src/benchmarks_run.py index fc9db138d..bf392573f 100644 --- a/migrations/360-eval/src/benchmarks_run.py +++ b/migrations/360-eval/src/benchmarks_run.py @@ -191,11 +191,11 @@ def benchmark( params['api_key'] = os.getenv('GOOGLE_API') elif 'azure' in model_id: params['api_key'] = os.getenv('AZURE_API_KEY') - elif 'openai' in model_id: - params['api_key'] = os.getenv('OPENAI_API') elif "bedrock" in model_id: params['aws_region_name'] = region model_id = model_id.replace("bedrock", "bedrock/converse") + elif 'openai/' in model_id: + params['api_key'] = os.getenv('OPENAI_API') else: # Sagemaker params['aws_region_name'] = region @@ -400,6 +400,36 @@ def run_scn(scn): return all_recs +def model_sanity_check(models): + from utils import check_model_access + + params = {"max_tokens": 10, + "temperature": 1, + } + + distilled = [] + failed = [] + for model in models: + model_id = model['model_id'] + if "gemini" in model_id: + params['api_key'] = os.getenv('GOOGLE_API') + elif 'azure' in model_id: + params['api_key'] = os.getenv('AZURE_API_KEY') + model_id = model_id.replace("bedrock", "bedrock/converse") + elif 'openai/' in model_id: + params['api_key'] = os.getenv('OPENAI_API') + else: + params['aws_region_name'] = model['region'] + + access = check_model_access(params, model_id) + if access == 'granted': + distilled.append(model) + else: + failed.append(model['model_id']) + + return distilled, failed + + # ---------------------------------------- # Main entrypoint # ---------------------------------------- @@ -527,11 +557,20 @@ def main( return raw_with_models = [] + raw_models = [] with open(model_path, 'r', encoding='utf-8') as f: for line in f: - js = json.loads(line) + raw_models.append(json.loads(line)) + + models, failed = model_sanity_check(raw_models) + if len(models) == 0: + logging.error('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join(failed)) + raise + if len(failed) > 0: + logging.warning('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join(failed)) + for model in models: for s in raw: - raw_with_models.append({**s, **js}) + raw_with_models.append({**s, **model}) scenarios = expand_scenarios(raw_with_models, cfg) logging.info(f"Expanded to {len(scenarios)} scenarios") @@ -624,38 +663,45 @@ def main( if __name__ == "__main__": - p = argparse.ArgumentParser(description="Advanced Unified LLM Benchmarking Tool") - p.add_argument("input_file", help="JSONL file with scenarios") - p.add_argument("--output_dir", default="benchmark-results") - p.add_argument("--report", type=lambda x: x.lower() == 'true', default=True) - p.add_argument("--parallel_calls", type=int, default=4) - p.add_argument("--invocations_per_scenario", type=int, default=2) - p.add_argument("--sleep_between_invocations", type=int, default=3) - p.add_argument("--experiment_counts", type=int, default=2) - p.add_argument("--experiment_name", default=f"Benchmark-{datetime.now().strftime('%Y%m%d')}") - p.add_argument("--experiment_wait_time", type=int, default=0, - help="Wait time in seconds between experiments (0 = no wait)") - p.add_argument("--temperature_variations", type=int, default=0) - p.add_argument("--user_defined_metrics", default=None) - p.add_argument("--model_file_name", default=None) - p.add_argument("--judge_file_name", default=None) - p.add_argument("--evaluation_pass_threshold", default=3) - p.add_argument("--vision_enabled", type=lambda x: x.lower() == 'true', default=False) - args = p.parse_args() - main( - args.input_file, - args.output_dir, - args.report, - args.parallel_calls, - args.invocations_per_scenario, - args.sleep_between_invocations, - args.temperature_variations, - args.experiment_counts, - args.experiment_name, - args.user_defined_metrics, - args.model_file_name, - args.judge_file_name, - args.evaluation_pass_threshold, - args.vision_enabled, - args.experiment_wait_time - ) + # p = argparse.ArgumentParser(description="Advanced Unified LLM Benchmarking Tool") + # p.add_argument("input_file", help="JSONL file with scenarios") + # p.add_argument("--output_dir", default="benchmark-results") + # p.add_argument("--report", type=lambda x: x.lower() == 'true', default=True) + # p.add_argument("--parallel_calls", type=int, default=4) + # p.add_argument("--invocations_per_scenario", type=int, default=2) + # p.add_argument("--sleep_between_invocations", type=int, default=3) + # p.add_argument("--experiment_counts", type=int, default=2) + # p.add_argument("--experiment_name", default=f"Benchmark-{datetime.now().strftime('%Y%m%d')}") + # p.add_argument("--experiment_wait_time", type=int, default=0, + # help="Wait time in seconds between experiments (0 = no wait)") + # p.add_argument("--temperature_variations", type=int, default=0) + # p.add_argument("--user_defined_metrics", default=None) + # p.add_argument("--model_file_name", default=None) + # p.add_argument("--judge_file_name", default=None) + # p.add_argument("--evaluation_pass_threshold", default=3) + # p.add_argument("--vision_enabled", type=lambda x: x.lower() == 'true', default=False) + # args = p.parse_args() + # main( + # args.input_file, + # args.output_dir, + # args.report, + # args.parallel_calls, + # args.invocations_per_scenario, + # args.sleep_between_invocations, + # args.temperature_variations, + # args.experiment_counts, + # args.experiment_name, + # args.user_defined_metrics, + # args.model_file_name, + # args.judge_file_name, + # args.evaluation_pass_threshold, + # args.vision_enabled, + # args.experiment_wait_time + # ) + with open('/Users/claumazz/TEST_MODEL_EVAL/amazon-bedrock-samples/migrations/360-eval/default-config/models_profiles.jsonl', 'r', encoding='utf-8') as f: + lines = [] + for line in f: + js = json.loads(line) + lines.append(js) + pass_lines = model_sanity_check(lines) + print(pass_lines) diff --git a/migrations/360-eval/src/utils.py b/migrations/360-eval/src/utils.py index 57b798465..701666dbc 100644 --- a/migrations/360-eval/src/utils.py +++ b/migrations/360-eval/src/utils.py @@ -551,4 +551,39 @@ def convert_scientific_to_decimal(df): except: pass - return result_df \ No newline at end of file + return result_df + + +def check_model_access(provider_params, model_id): + """ + Check if we have access to invoke a specific model + """ + try: + messages = [{"content": 'HI', "role": "user"}] + completed = completion( + model=model_id, + messages=messages, + stream=True, + **provider_params + ) + + # If we get a response without error, access is granted + return 'granted' + + except ClientError as e: + error_code = e.response.get('Error', {}).get('Code', '') + error_message = e.response.get('Error', {}).get('Message', '') + + if error_code == 'AccessDeniedException': + return 'denied' + elif error_code == 'ValidationException': + return 'denied' + elif error_code == 'ThrottlingException': + # Throttling means we have access but hit rate limits + return 'granted' + else: + return 'denied' + except Exception: + return 'denied' + + From 38e79b22d1cbd1b5e5e2837ce2790f5de41a71c4 Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 20 Aug 2025 13:52:44 -0400 Subject: [PATCH 08/11] v2 enhancements 4 --- migrations/360-eval/src/benchmarks_run.py | 162 ++++++++++++++-------- migrations/360-eval/src/utils.py | 3 - 2 files changed, 101 insertions(+), 64 deletions(-) diff --git a/migrations/360-eval/src/benchmarks_run.py b/migrations/360-eval/src/benchmarks_run.py index bf392573f..433a78fcb 100644 --- a/migrations/360-eval/src/benchmarks_run.py +++ b/migrations/360-eval/src/benchmarks_run.py @@ -402,15 +402,15 @@ def run_scn(scn): def model_sanity_check(models): from utils import check_model_access - - params = {"max_tokens": 10, - "temperature": 1, - } - - distilled = [] - failed = [] - for model in models: + from concurrent.futures import ThreadPoolExecutor, as_completed + from threading import Lock + + def check_single_model(model): + """Check access for a single model""" + params = {"max_tokens": 10, "temperature": 1} model_id = model['model_id'] + + # Setup params based on model type if "gemini" in model_id: params['api_key'] = os.getenv('GOOGLE_API') elif 'azure' in model_id: @@ -420,13 +420,58 @@ def model_sanity_check(models): params['api_key'] = os.getenv('OPENAI_API') else: params['aws_region_name'] = model['region'] - - access = check_model_access(params, model_id) - if access == 'granted': - distilled.append(model) - else: - failed.append(model['model_id']) - + + try: + access = check_model_access(params, model_id) + return model, access, None + except Exception as e: + return model, 'failed', str(e) + + logging.info(f"Checking access for {len(models)} models...") + + distilled = [] + failed = [] + lock = Lock() + + # Run checks in parallel with ThreadPoolExecutor + with ThreadPoolExecutor(max_workers=min(10, len(models))) as executor: + # Submit all model checks + future_to_model = { + executor.submit(check_single_model, model): model + for model in models + } + + completed = 0 + total = len(models) + + # Process results as they complete + for future in as_completed(future_to_model): + completed += 1 + original_model = future_to_model[future] + + try: + model, access, error = future.result(timeout=30) # 30 second timeout per model + + with lock: + if access == 'granted': + distilled.append(model) + region = model.get('region', 'N/A') + logging.debug(f"āœ“ Model access granted: {model['model_id']} @ {region} ({completed}/{total})") + else: + region = model.get('region', 'N/A') + failed.append(f"{model['model_id']} @ {region}") + if error: + logging.debug(f"āœ— Model access failed: {model['model_id']} @ {region} - {error} ({completed}/{total})") + else: + logging.debug(f"āœ— Model access denied: {model['model_id']} @ {region} ({completed}/{total})") + + except Exception as e: + with lock: + region = original_model.get('region', 'N/A') + failed.append(f"{original_model['model_id']} @ {region}") + logging.error(f"āœ— Exception checking model {original_model['model_id']} @ {region}: {str(e)} ({completed}/{total})") + + logging.info(f"Model access check complete: {len(distilled)} accessible, {len(failed)} failed") return distilled, failed @@ -559,15 +604,17 @@ def main( raw_with_models = [] raw_models = [] with open(model_path, 'r', encoding='utf-8') as f: - for line in f: - raw_models.append(json.loads(line)) + for _line in f: + raw_models.append(json.loads(_line)) models, failed = model_sanity_check(raw_models) + if len(models) == 0: - logging.error('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join(failed)) + logging.error('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join([str(fail) for fail in failed])) raise if len(failed) > 0: - logging.warning('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join(failed)) + logging.warning('The following models failed to generate inference, please check Permissions and Access:\n' + '\n'.join([str(fail) for fail in failed])) + for model in models: for s in raw: raw_with_models.append({**s, **model}) @@ -663,45 +710,38 @@ def main( if __name__ == "__main__": - # p = argparse.ArgumentParser(description="Advanced Unified LLM Benchmarking Tool") - # p.add_argument("input_file", help="JSONL file with scenarios") - # p.add_argument("--output_dir", default="benchmark-results") - # p.add_argument("--report", type=lambda x: x.lower() == 'true', default=True) - # p.add_argument("--parallel_calls", type=int, default=4) - # p.add_argument("--invocations_per_scenario", type=int, default=2) - # p.add_argument("--sleep_between_invocations", type=int, default=3) - # p.add_argument("--experiment_counts", type=int, default=2) - # p.add_argument("--experiment_name", default=f"Benchmark-{datetime.now().strftime('%Y%m%d')}") - # p.add_argument("--experiment_wait_time", type=int, default=0, - # help="Wait time in seconds between experiments (0 = no wait)") - # p.add_argument("--temperature_variations", type=int, default=0) - # p.add_argument("--user_defined_metrics", default=None) - # p.add_argument("--model_file_name", default=None) - # p.add_argument("--judge_file_name", default=None) - # p.add_argument("--evaluation_pass_threshold", default=3) - # p.add_argument("--vision_enabled", type=lambda x: x.lower() == 'true', default=False) - # args = p.parse_args() - # main( - # args.input_file, - # args.output_dir, - # args.report, - # args.parallel_calls, - # args.invocations_per_scenario, - # args.sleep_between_invocations, - # args.temperature_variations, - # args.experiment_counts, - # args.experiment_name, - # args.user_defined_metrics, - # args.model_file_name, - # args.judge_file_name, - # args.evaluation_pass_threshold, - # args.vision_enabled, - # args.experiment_wait_time - # ) - with open('/Users/claumazz/TEST_MODEL_EVAL/amazon-bedrock-samples/migrations/360-eval/default-config/models_profiles.jsonl', 'r', encoding='utf-8') as f: - lines = [] - for line in f: - js = json.loads(line) - lines.append(js) - pass_lines = model_sanity_check(lines) - print(pass_lines) + p = argparse.ArgumentParser(description="Advanced Unified LLM Benchmarking Tool") + p.add_argument("input_file", help="JSONL file with scenarios") + p.add_argument("--output_dir", default="benchmark-results") + p.add_argument("--report", type=lambda x: x.lower() == 'true', default=True) + p.add_argument("--parallel_calls", type=int, default=4) + p.add_argument("--invocations_per_scenario", type=int, default=2) + p.add_argument("--sleep_between_invocations", type=int, default=3) + p.add_argument("--experiment_counts", type=int, default=2) + p.add_argument("--experiment_name", default=f"Benchmark-{datetime.now().strftime('%Y%m%d')}") + p.add_argument("--experiment_wait_time", type=int, default=0, + help="Wait time in seconds between experiments (0 = no wait)") + p.add_argument("--temperature_variations", type=int, default=0) + p.add_argument("--user_defined_metrics", default=None) + p.add_argument("--model_file_name", default=None) + p.add_argument("--judge_file_name", default=None) + p.add_argument("--evaluation_pass_threshold", default=3) + p.add_argument("--vision_enabled", type=lambda x: x.lower() == 'true', default=False) + args = p.parse_args() + main( + args.input_file, + args.output_dir, + args.report, + args.parallel_calls, + args.invocations_per_scenario, + args.sleep_between_invocations, + args.temperature_variations, + args.experiment_counts, + args.experiment_name, + args.user_defined_metrics, + args.model_file_name, + args.judge_file_name, + args.evaluation_pass_threshold, + args.vision_enabled, + args.experiment_wait_time + ) diff --git a/migrations/360-eval/src/utils.py b/migrations/360-eval/src/utils.py index 701666dbc..84f143b2f 100644 --- a/migrations/360-eval/src/utils.py +++ b/migrations/360-eval/src/utils.py @@ -572,14 +572,11 @@ def check_model_access(provider_params, model_id): except ClientError as e: error_code = e.response.get('Error', {}).get('Code', '') - error_message = e.response.get('Error', {}).get('Message', '') - if error_code == 'AccessDeniedException': return 'denied' elif error_code == 'ValidationException': return 'denied' elif error_code == 'ThrottlingException': - # Throttling means we have access but hit rate limits return 'granted' else: return 'denied' From c21a07a7c0d3c464f5162c6ad8e2fe421410babf Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 20 Aug 2025 17:01:35 -0400 Subject: [PATCH 09/11] v2 enhancements 4 --- migrations/360-eval/README.md | 4 + migrations/360-eval/assets/advance_config.png | Bin 0 -> 35116 bytes migrations/360-eval/assets/csv_labeling.png | Bin 0 -> 67065 bytes migrations/360-eval/assets/evaluations.png | Bin 0 -> 122557 bytes migrations/360-eval/assets/main_ui.png | Bin 0 -> 112366 bytes migrations/360-eval/assets/model_config.png | Bin 0 -> 84323 bytes migrations/360-eval/assets/monitor.png | Bin 0 -> 82713 bytes migrations/360-eval/assets/report.png | Bin 0 -> 97859 bytes migrations/360-eval/assets/task_def.png | Bin 0 -> 29049 bytes .../default-config/models_profiles.jsonl | 7 +- .../360-eval/src/dashboard/UI_README.md | 236 ++++++++++++++---- migrations/360-eval/src/visualize_results.py | 1 - 12 files changed, 189 insertions(+), 59 deletions(-) create mode 100644 migrations/360-eval/assets/advance_config.png create mode 100644 migrations/360-eval/assets/csv_labeling.png create mode 100644 migrations/360-eval/assets/evaluations.png create mode 100644 migrations/360-eval/assets/main_ui.png create mode 100644 migrations/360-eval/assets/model_config.png create mode 100644 migrations/360-eval/assets/monitor.png create mode 100644 migrations/360-eval/assets/report.png create mode 100644 migrations/360-eval/assets/task_def.png diff --git a/migrations/360-eval/README.md b/migrations/360-eval/README.md index 767e915ff..cef27cca3 100644 --- a/migrations/360-eval/README.md +++ b/migrations/360-eval/README.md @@ -227,6 +227,9 @@ python src/benchmarks_run.py input_file.jsonl \ The benchmarking tool automatically generates interactive HTML reports when it completes. These reports can be found in the output directory specified (default: `benchmark_results/`). +**āš ļø Report Generation Requirement:** +HTML report generation requires access to the `us.amazon.nova-premier-v1:0` model in your AWS account. This model is used to analyze evaluation results and create the report content. If this model is not accessible, evaluations will complete successfully but HTML reports will not be generated. + The reports include: - Performance comparisons across models - Latency and throughput metrics @@ -254,6 +257,7 @@ The reports include: - Streamlit - Scipy - AWS account, Amazon Bedrock access & credentials stored +- Access to `us.amazon.nova-premier-v1:0` model (required for HTML report generation) ## License diff --git a/migrations/360-eval/assets/advance_config.png b/migrations/360-eval/assets/advance_config.png new file mode 100644 index 0000000000000000000000000000000000000000..7573b83557b0d050cad66dd12693cee2a6b1ba74 GIT binary patch literal 35116 zcmeFZc{J327(a>>l|q~BNhPw3JU{GYZ*>$ueV?sDz5_OtNL)$ufo%F&No* zi81!U7-Nj#en#JW&%M8M?mg%J@jJhB&$;LH$5b=#&*%Mop67W#uh;W>K5vW+v`?Mj zIl;ida7yRi9b*QDqaX$bCPvm{z`q2oyq{xW2w~8i2nPSU&98v`tRdl0%Puf%Z|x3$N&3i zYV|*T(aPAi7+xsNj~1OW*=(!7_W2TJ7`vl zGU<;q5$X2ZG`ESmeOcFR_JT!$Q{ZG#(}-fB{RK#)6V1rVF7s}osBWndjhuu_={(#? 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b/migrations/360-eval/default-config/models_profiles.jsonl index 4237a3bcb..39cdaa980 100644 --- a/migrations/360-eval/default-config/models_profiles.jsonl +++ b/migrations/360-eval/default-config/models_profiles.jsonl @@ -8,6 +8,7 @@ {"model_id":"bedrock/us.mistral.pixtral-large-2502-v1:0", "region": "us-east-1", "input_token_cost": 0.002, "output_token_cost": 0.006} {"model_id":"bedrock/openai.gpt-oss-120b-1:0", "region": "us-west-2", "input_token_cost": 0.00015, "output_token_cost": 0.0006} {"model_id":"bedrock/openai.gpt-oss-20b-1:0", "region": "us-west-2", "input_token_cost": 0.00007, "output_token_cost": 0.0003} -{"model_id":"openai/gpt-4o", "inference_profile": "NA","input_token_cost": 0.005, "output_token_cost": 0.02} -{"model_id":"openai/gpt-4o-mini", "inference_profile": "NA","input_token_cost": 0.0006, "output_token_cost": 0.0024} -{"model_id":"gemini/gemini-2.0-flash", "region": "NA", "inference_profile": "NA", "input_token_cost": 0.00015, "output_token_cost": 0.0006} \ No newline at end of file +{"model_id":"openai/gpt-4o", "input_token_cost": 0.00125, "output_token_cost": 0.01} +{"model_id":"openai/gpt-4o-mini","input_token_cost": 0.00025, "output_token_cost": 0.002} +{"model_id":"gemini/gemini-2.0-flash", "input_token_cost": 0.00015, "output_token_cost": 0.0006} +{"model_id":"bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0", "region": "us-west-2", "input_cost_per_1k": 0.003, "output_cost_per_1k": 0.015} diff --git a/migrations/360-eval/src/dashboard/UI_README.md b/migrations/360-eval/src/dashboard/UI_README.md index 6b11735fb..ce3cae195 100644 --- a/migrations/360-eval/src/dashboard/UI_README.md +++ b/migrations/360-eval/src/dashboard/UI_README.md @@ -19,6 +19,10 @@ python -m streamlit run src/streamlit_dashboard.py The dashboard will be available at `http://localhost:8501` +Alt Text + +*Main dashboard interface showing the 4-tab navigation structure* + ### Close the Dashboard To stop the dashboard: - Press `Ctrl+C` in the terminal where the dashboard is running @@ -31,6 +35,10 @@ To stop the dashboard: #### 1.1 Navigate to Setup Tab The Setup tab contains three sub-tabs: +Alt Text + +*Setup tab showing the three configuration sub-tabs: Evaluation Setup, Model Configuration, and Advanced Configuration* + **šŸ”§ Evaluation Setup Tab** 1. **Name Your Evaluation** - Enter a descriptive name (e.g., "Customer_Support_Bot_V2") @@ -48,12 +56,22 @@ The Setup tab contains three sub-tabs: "Explain machine learning","Machine learning is..." ``` +Alt Text + +*CSV file upload interface with column selection dropdowns* + 3. **Select Data Columns** - Choose the "Prompt Column" (contains your test questions) - Choose the "Golden Answer Column" (contains expected responses) - Preview your data to verify selections -4. **Configure Multiple Task Evaluations** +4. **Vision Model Configuration** (Optional) + - Enable the "Vision Model" checkbox if testing vision-capable models + - Select the "Image Column" containing base64-encoded images or image file paths + - This allows evaluation of multimodal models that process both text and images + + +5. **Configure Multiple Task Evaluations** - Use "Number of Task Evaluations" to create multiple tests - For each task evaluation, specify: - **Task Type**: e.g., "Question-Answering", "Summarization", "Translation" @@ -65,33 +83,65 @@ The Setup tab contains three sub-tabs: - Task 1: Question-Answering, Temperature 0.3, Focus on factual accuracy - Task 2: Creative Writing, Temperature 0.8, Focus on engagement and creativity +Alt Text + +*Multiple task evaluation setup showing task type, criteria, temperature, and custom metrics* + #### 1.2 Configure Models (Model Configuration Tab) 1. **Select Models to Evaluate** - Choose from available LLM models - Configure regions and inference profiles - Set cost parameters for each model +Alt Text + +*Model configuration interface showing region selector, model dropdown, and cost settings* + 2. **Choose Judge Models** - Select models that will evaluate the responses - Judges assess quality based on your task criteria - Can use different models as judges than those being evaluated + - Configure input/output costs for accurate cost tracking + +3. **Load Previous Configurations** (Optional) + - Use the "Load Config" button from completed evaluations to reuse settings + - This copies all parameters from a previous evaluation + - Useful for testing variations or running similar evaluations + +*Display of selected models and judge models with cost information and clear buttons* -#### 1.3 Set Parameters (Third Configuration Tab) +#### 1.3 Set Parameters (Advanced Configuration Tab) Fine-tune execution parameters: -- **Parallel API Calls**: Start with 4 for most use cases -- **Invocations per Scenario**: Use 3-5 for reliable results -- **Sleep Between Invocations**: 60-120 seconds for production APIs -- **Experiment Counts**: Number of runs (use 1 for testing, 3-5 for production) -- **Temperature Variations**: Test additional temperature settings automatically +- **Parallel API Calls**: Start with 4 for most use cases (range: 1-20) +- **Invocations per Scenario**: Use 3-5 for reliable results (range: 1-20) +- **Pass|Failure Threshold**: Set evaluation pass/fail cutoff (range: 2-4) +- **Sleep Between Invocations**: 60-120 seconds for production APIs (range: 0-300) +- **Experiment Counts**: Number of runs (use 1 for testing, 3-5 for production, range: 1-10) +- **Temperature Variations**: Test additional temperature settings automatically (range: 0-5) +- **Experiment Wait Time**: Time between experiment runs (dropdown: 0 minutes to 3 hours) + +Alt Text + +*Advanced configuration tab showing all parameter controls with ranges and help text* **šŸ’¾ Save Your Configuration** -Click "Save Evaluation Configuration" to store your setup. +Click "Save Configuration" to store your setup. + +**āš ļø Model Access Validation** +When you run an evaluation, the system will first check access to all selected models in parallel: +- āœ… Accessible models will be included in the evaluation +- āš ļø If some models fail access check, evaluation continues with available models +- āŒ If no models are accessible, evaluation fails with clear error messages ### Step 2: Running Evaluations #### 2.1 Navigate to Monitor Tab The Monitor tab shows "Processing Evaluations" and execution controls. +Alt Text + +*Monitor tab showing status, evaluation table, and execution controls* + #### 2.2 Queue Your Evaluations 1. **Select Evaluations to Run** - Use the dropdown to select from available (not yet processed) evaluations @@ -105,14 +155,31 @@ The Monitor tab shows "Processing Evaluations" and execution controls. #### 2.3 Monitor Progress - **Queue Status**: Shows currently running and queued evaluations -- **Manual Refresh**: Click "Refresh Evaluations" to update status +- **Manual Refresh**: Click "Refresh Evaluations" to update status (no auto-refresh) +- **Status Badges**: Color-coded indicators (Running=blue, Completed=green, Failed=red, Queued=yellow) +- **Progress Bars**: Real-time completion percentage for running evaluations - **Log Monitoring**: Check the logs directory for detailed progress + +#### 2.4 Delete Evaluations +- **Select Evaluations**: Use multi-select to choose evaluations to remove +- **Delete Process**: Click "šŸ—‘ļø Delete Selected Evaluations" +- **Confirmation**: Action removes evaluations from all lists and cleans up files + ### Step 3: Analyzing Results #### 3.1 Navigate to Evaluations Tab View all completed evaluations with detailed information. +**Filter Options**: Use filter buttons to show: +- **All**: All evaluations regardless of status +- **Successful**: Only completed evaluations +- **Failed**: Only failed evaluations + +Alt Text + +*Evaluations tab showing filter buttons and completed evaluations list* + #### 3.2 Review Evaluation Data The main table shows: - **Name**: Evaluation identifier @@ -126,45 +193,50 @@ The main table shows: #### 3.3 Detailed Analysis 1. **Select an Evaluation**: Choose from the dropdown -2. **Review Configuration**: See all parameters used +2. **Review Configuration**: See all parameters used, including: + - Basic info (task type, criteria, status, duration) + - Models evaluated (displayed as DataFrame with costs) + - Judge models (displayed as DataFrame with costs) + - Results files and configuration details 3. **Model Performance**: Analyze results by model and judge 4. **Error Analysis**: Check for any issues or failures +5. **Action Buttons**: + - **šŸ“‹ Load Config**: Reuse this evaluation's settings for new evaluation + - **šŸ—‘ļø Delete**: Remove this evaluation + - **šŸ“Š View Report**: Open associated HTML report -### Step 4: Generating and Managing Reports -#### 4.1 Navigate to Reports Tab -Location for all report generation and management. +### Step 4: Viewing Reports -#### 4.2 Generate New Reports -1. **Choose Report Scope**: - - **All Evaluations**: Include all completed evaluations - - **Selected Evaluations**: Choose specific evaluations to include +#### 4.1 Navigate to Reports Tab +Location for viewing HTML reports that are automatically generated when evaluations complete. -2. **Select Evaluations** (if using Selected Evaluations): - - Pick which completed evaluations to include - - Useful for focused analysis or comparison +#### 4.2 Automatic Report Generation +**Important**: Reports are automatically created during the evaluation process, not manually generated: +- Each completed evaluation has an associated HTML report +- Reports are generated automatically when the benchmark process finishes +- You cannot manually create new reports - they are tied to completed evaluations -3. **Generate Report**: - - Click "šŸ”„ Generate Report" - - Wait for processing (may take a few moments) - - New report appears in Available Reports section +**āš ļø Report Generation Requirement:** +For HTML reports to be generated, you must have access to the `us.amazon.nova-premier-v1:0` model in your AWS account. This model is used to analyze evaluation results and create the report content. If this model is not accessible, evaluations will complete successfully but HTML reports will not be generated. #### 4.3 View Reports -1. **Available Reports Table**: Shows all generated reports with: - - Report name and creation time - - Number of evaluations included - - File size information - - Which CSV files were used - -2. **Select and View**: Choose a report to view within the dashboard -3. **Download**: Export HTML reports for external use - -#### 4.4 Delete Reports -1. **Select a Report**: Choose the report you want to remove -2. **Delete Process**: - - Click "šŸ—‘ļø Delete Report" - - First click shows confirmation warning - - Second click permanently deletes the report +1. **Select Evaluation**: Choose from dropdown of completed evaluations that have reports +2. **View Report**: HTML reports display within the dashboard interface showing: + - Performance charts comparing models + - Cost analysis and budget tracking + - Response time distributions + - Success rate matrices + - Error categorization and analysis + +Alt Text + +*Reports tab showing evaluation selector and HTML report viewer* + +#### 4.4 Report Access +- Reports are linked to their source evaluations +- If an evaluation is deleted, its report may also be removed +- Reports combine data from the evaluation's CSV output files --- @@ -203,10 +275,10 @@ customer_query,expected_response_type 2. Compare model performance across different tasks 3. Review temperature impact and custom metrics -#### Step 6: Generate Reports -1. Create report including all tasks -2. Review visualizations and performance metrics -3. Download report for stakeholder presentation +#### Step 6: Review Reports +1. Navigate to Reports tab to view automatically generated reports +2. Review visualizations and performance metrics for each completed evaluation +3. Reports are automatically created and available immediately after evaluation completion --- @@ -236,6 +308,16 @@ Add domain-specific evaluation criteria: - **Priority Handling**: Queue processes in selection order - **Resource Management**: Sequential execution prevents conflicts +### Vision Model Support +- **Multimodal Testing**: Evaluate models that process both text and images +- **Image Input**: Support for base64-encoded images or image file paths +- **Vision-Specific Configuration**: Dedicated settings for image-based evaluations + +### Configuration Reuse +- **Load Previous Settings**: Reuse configurations from completed evaluations +- **Template Creation**: Save successful configurations as templates +- **Variation Testing**: Create variations of proven configurations + --- ## šŸ“Š Results and Reports @@ -250,14 +332,14 @@ The evaluation process generates CSV files containing: - **Configuration data**: Parameters used for each test ### HTML Reports -Reports provide visual analysis including: +Reports are automatically generated for each completed evaluation and provide visual analysis including: - Performance charts comparing models - Cost analysis and budget tracking - Response time distributions - Success rate matrices - Error categorization and analysis -The reports combine data from multiple CSV files to show patterns and comparisons across different evaluations. +Each report is specific to one evaluation and combines data from that evaluation's CSV output files. --- @@ -273,19 +355,24 @@ The reports combine data from multiple CSV files to show patterns and comparison - **Solution**: Verify CSV format and column headers - **Check**: Ensure file encoding is UTF-8 -**Issue**: Models not available +**Issue**: Models not available or access denied - **Solution**: Verify AWS credentials and region settings -- **Check**: Ensure Bedrock model access is enabled +- **Check**: Ensure Bedrock model access is enabled in your AWS account +- **Note**: The system performs parallel model access checks before evaluation starts -**Issue**: Reports not generating -- **Solution**: Verify completed evaluations exist -- **Check**: Ensure evaluation CSV files are present +**Issue**: Reports not available +- **Solution**: Reports are auto-generated, not manually created +- **Check**: Ensure evaluation completed successfully and CSV files are present +- **Check**: Verify access to `us.amazon.nova-premier-v1:0` model (required for report generation) +- **Note**: Each evaluation automatically creates its own report ### Debug Tools - **Sidebar Debug Panel**: Session information and log access - **Log Files**: Detailed execution logs in `logs/` directory - **Status Files**: Check evaluation state in status JSON files -- **Manual Refresh**: Use refresh buttons if auto-updates fail +- **Manual Refresh**: Use refresh buttons (no auto-refresh available) +- **Model Access Check**: Parallel validation provides immediate feedback on model availability + ### Performance Tips - **Parallel Calls**: Adjust based on API rate limits @@ -315,10 +402,49 @@ The reports combine data from multiple CSV files to show patterns and comparison - **Log Review**: Check logs for detailed progress and error information - **Patience**: Large evaluations can take significant time -### Report Generation -- **Focused Reports**: Create targeted reports for specific analysis -- **Regular Cleanup**: Delete outdated reports to manage storage -- **Documentation**: Include evaluation context in report names +### Report Usage +- **Automatic Generation**: Reports are created automatically for each evaluation +- **Immediate Access**: Reports available as soon as evaluation completes +- **Evaluation-Specific**: Each report corresponds to exactly one evaluation + +--- + +## šŸ“ø Screenshot Requirements + +To complete this documentation, the following screenshots should be captured and placed in a `screenshots/` directory: + +### Main Interface Screenshots +1. **dashboard-home.png** - Main dashboard showing 4-tab navigation +2. **setup-tab-overview.png** - Setup tab with three sub-tabs visible +3. **monitor-tab-overview.png** - Monitor tab showing queue status and controls +4. **evaluations-tab.png** - Evaluations tab with filter buttons +5. **reports-tab.png** - Reports tab with evaluation selector and viewer + +### Setup Process Screenshots +6. **csv-upload.png** - CSV upload interface with column selection +7. **vision-model-config.png** - Vision model checkbox and image column selector +8. **task-configuration.png** - Multiple task setup form +9. **model-selection.png** - Model configuration with region and cost settings +10. **selected-models-display.png** - Models and judges display tables +11. **advanced-configuration.png** - Advanced parameters tab + +### Monitoring Screenshots +12. **evaluation-progress.png** - Evaluation table with status badges and progress bars +13. **log-viewer.png** - Log viewer with expandable sections + +### Results Screenshots +14. **evaluation-details.png** - Detailed evaluation view with action buttons +15. **complete-workflow.png** - Overview showing end-to-end process + +### Utility Screenshots +16. **debug-panel.png** - Sidebar debug panel expanded + +### Screenshot Guidelines +- Use consistent browser window size (1440x900 recommended) +- Capture with sample data that demonstrates features +- Ensure UI elements are clearly visible +- Use light theme for better documentation visibility +- Include realistic evaluation names and data in examples --- diff --git a/migrations/360-eval/src/visualize_results.py b/migrations/360-eval/src/visualize_results.py index 8bb320759..0dddc9945 100644 --- a/migrations/360-eval/src/visualize_results.py +++ b/migrations/360-eval/src/visualize_results.py @@ -1035,7 +1035,6 @@ def create_html_report(output_dir, timestamp, evaluation_names=None): stream=False, provider_params={"maxTokens": INFERENCE_MAX_TOKENS, "temperature": INFERENCE_TEMPERATURE, - # "topP": 0.9, "aws_region_name": INFERENCE_REGION})['text'] html = Template(HTML_TEMPLATE).render( timestamp=formatted_date, From 0c0e552693080f89dadb7d82df3a89e36ba67000 Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 8 Oct 2025 11:15:16 -0400 Subject: [PATCH 10/11] v2 enhancements 5 --- .../default-config/judge_profiles.jsonl | 6 +-- .../default-config/models_profiles.jsonl | 10 ++--- migrations/360-eval/src/benchmarks_run.py | 15 ++++--- migrations/360-eval/src/utils.py | 3 +- migrations/360-eval/src/visualize_results.py | 45 ++++++++++++++++++- 5 files changed, 62 insertions(+), 17 deletions(-) diff --git a/migrations/360-eval/default-config/judge_profiles.jsonl b/migrations/360-eval/default-config/judge_profiles.jsonl index f74d0d835..74f208526 100644 --- a/migrations/360-eval/default-config/judge_profiles.jsonl +++ b/migrations/360-eval/default-config/judge_profiles.jsonl @@ -1,3 +1,3 @@ -{"model_id": "bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0", "region": "us-west-2", "input_cost_per_1k": 0.003, "output_cost_per_1k": 0.015} -{"model_id": "bedrock/us.meta.llama4-maverick-17b-instruct-v1:0", "region": "us-east-2", "input_cost_per_1k": 0.00024, "output_cost_per_1k": 0.00097} -{"model_id": "bedrock/us.amazon.nova-premier-v1:0", "region": "us-east-2", "input_cost_per_1k": 0.0025, "output_cost_per_1k": 0.0125} \ No newline at end of file +{"model_id": "bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0", "region": "us-west-2", "input_cost_per_1k": 0.003, "output_cost_per_1k": 0.015} +{"model_id": "bedrock/us.amazon.nova-premier-v1:0", "region": "us-east-2", "input_cost_per_1k": 0.0025, "output_cost_per_1k": 0.0125} +{"model_id": "bedrock/qwen.qwen3-coder-480b-a35b-v1:0", "region": "us-west-2", "input_cost_per_1k": 0.00022, "output_cost_per_1k": 0.0018} diff --git a/migrations/360-eval/default-config/models_profiles.jsonl b/migrations/360-eval/default-config/models_profiles.jsonl index 39cdaa980..669727475 100644 --- a/migrations/360-eval/default-config/models_profiles.jsonl +++ b/migrations/360-eval/default-config/models_profiles.jsonl @@ -1,14 +1,12 @@ {"model_id":"bedrock/us.amazon.nova-pro-v1:0", "region": "us-west-2","input_token_cost": 0.0008, "output_token_cost": 0.0032} {"model_id":"bedrock/us.amazon.nova-micro-v1:0", "region": "us-west-2","input_token_cost": 0.000035, "output_token_cost": 0.00014} {"model_id":"bedrock/us.amazon.nova-lite-v1:0", "region": "us-west-2","input_token_cost": 0.00006, "output_token_cost": 0.00024} -{"model_id":"bedrock/us.anthropic.claude-3-5-haiku-20241022-v1:0", "region": "us-east-1","input_token_cost": 0.0008, "output_token_cost": 0.004} -{"model_id":"bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0","region": "us-east-1", "input_token_cost": 0.003, "output_token_cost": 0.015} {"model_id":"bedrock/us.meta.llama3-3-70b-instruct-v1:0", "region": "us-east-2", "input_token_cost": 0.00072, "output_token_cost": 0.00072} {"model_id":"bedrock/us.mistral.mixtral-8x7b-instruct-v0:1", "region": "us-east-2", "input_token_cost": 0.00045, "output_token_cost": 0.0007} {"model_id":"bedrock/us.mistral.pixtral-large-2502-v1:0", "region": "us-east-1", "input_token_cost": 0.002, "output_token_cost": 0.006} {"model_id":"bedrock/openai.gpt-oss-120b-1:0", "region": "us-west-2", "input_token_cost": 0.00015, "output_token_cost": 0.0006} {"model_id":"bedrock/openai.gpt-oss-20b-1:0", "region": "us-west-2", "input_token_cost": 0.00007, "output_token_cost": 0.0003} -{"model_id":"openai/gpt-4o", "input_token_cost": 0.00125, "output_token_cost": 0.01} -{"model_id":"openai/gpt-4o-mini","input_token_cost": 0.00025, "output_token_cost": 0.002} -{"model_id":"gemini/gemini-2.0-flash", "input_token_cost": 0.00015, "output_token_cost": 0.0006} -{"model_id":"bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0", "region": "us-west-2", "input_cost_per_1k": 0.003, "output_cost_per_1k": 0.015} +{"model_id":"bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0", "region": "us-west-2", "input_token_cost": 0.003, "output_token_cost": 0.015} +{"model_id":"bedrock/deepseek.v3-v1:0", "region": "us-west-2", "input_token_cost": 0.00058, "output_token_cost": 0.00168} +{"model_id":"bedrock/qwen.qwen3-coder-30b-a3b-v1:0", "region": "us-west-2", "input_token_cost": 0.00015, "output_token_cost": 0.0006} + diff --git a/migrations/360-eval/src/benchmarks_run.py b/migrations/360-eval/src/benchmarks_run.py index 433a78fcb..ee126094f 100644 --- a/migrations/360-eval/src/benchmarks_run.py +++ b/migrations/360-eval/src/benchmarks_run.py @@ -50,7 +50,7 @@ def evaluate_with_llm_judge(judge_model_id, model_response, golden_answer) - cfg = {"maxTokens": 1500, "temperature": 0.3, "topP": 0.9, "aws_region_name": judge_region} + cfg = {"maxTokens": 1500, "topP": 0.9, "aws_region_name": judge_region} try: resp = run_inference(model_name=judge_model_id, prompt_text=eval_template, @@ -105,8 +105,11 @@ def evaluate_with_judges(judges, for j in judges: try: logging.debug(f"Evaluating with judge model {j['model_id']}") + model_identification = j["model_id"] + if "bedrock" in j["model_id"]: + model_identification = model_identification.replace("bedrock", "bedrock/converse") r = evaluate_with_llm_judge( - judge_model_id=j["model_id"], + judge_model_id=model_identification, judge_region=j["region"], prompt=prompt, model_response=model_response, @@ -193,7 +196,8 @@ def benchmark( params['api_key'] = os.getenv('AZURE_API_KEY') elif "bedrock" in model_id: params['aws_region_name'] = region - model_id = model_id.replace("bedrock", "bedrock/converse") + if 'converse' not in model_id: + model_id = model_id.replace("bedrock", "bedrock/converse") elif 'openai/' in model_id: params['api_key'] = os.getenv('OPENAI_API') else: @@ -415,7 +419,8 @@ def check_single_model(model): params['api_key'] = os.getenv('GOOGLE_API') elif 'azure' in model_id: params['api_key'] = os.getenv('AZURE_API_KEY') - model_id = model_id.replace("bedrock", "bedrock/converse") + elif 'bedrock' in model_id and 'converse' not in model_id: + model_id = model_id.replace("bedrock", "bedrock/converse") elif 'openai/' in model_id: params['api_key'] = os.getenv('OPENAI_API') else: @@ -589,7 +594,7 @@ def main( "task_types": js["task"]["task_type"], "task_criteria": js["task"]["task_criteria"], "golden_answer": js.get("golden_answer", ""), - "configured_output_tokens_for_request": js.get("expected_output_tokens", 200), + "configured_output_tokens_for_request": js.get("expected_output_tokens", 4500), "region": js.get("region", "us-east-1"), "temperature": js.get("temperature", 0.7), "user_defined_metrics": js.get("user_defined_metrics", ""), diff --git a/migrations/360-eval/src/utils.py b/migrations/360-eval/src/utils.py index 84f143b2f..918384989 100644 --- a/migrations/360-eval/src/utils.py +++ b/migrations/360-eval/src/utils.py @@ -7,6 +7,7 @@ import random import logging import base64 +import litellm import requests import requests.exceptions from tenacity import retry, stop_after_delay, wait_exponential, retry_if_exception_type @@ -15,7 +16,7 @@ from botocore.exceptions import ClientError logger = logging.getLogger(__name__) - +litellm.drop_params = True # ---------------------------------------- # Request Builders diff --git a/migrations/360-eval/src/visualize_results.py b/migrations/360-eval/src/visualize_results.py index 0dddc9945..dbcc872ba 100644 --- a/migrations/360-eval/src/visualize_results.py +++ b/migrations/360-eval/src/visualize_results.py @@ -38,7 +38,7 @@ # Performance thresholds PERFORMANCE_THRESHOLDS = { 'success_rate': {'good': 0.95, 'medium': 0.85}, - 'avg_latency': {'good': 0.6, 'medium': 1.2}, + # 'avg_latency': {'good': 1.5, 'medium': 2}, 'avg_cost': {'good': 0.5, 'medium': 1.0}, 'avg_otps': {'good': 100, 'medium': 35}, } @@ -1107,6 +1107,37 @@ def extract_judge_scores(json_str): return {} +from collections import defaultdict +import numpy as np +def build_task_latency_thresholds(records, method="percentile", value=0.75, round_ndigits=3): + """ + Build latency thresholds per task across models. + Parameters + ---------- + """ + by_task = defaultdict(list) + # group latencies by task + for r in records: + tt = r.get("task_types") + lat = r.get("avg_latency") + if tt and isinstance(lat, (int, float)) and lat > 0: + by_task[tt].append(float(lat)) + out = {} + for tt, lats in by_task.items(): + arr = np.array(lats, dtype=float) + med = float(np.median(arr)) + if method == "percentile": + medium_cutoff = float(np.quantile(arr, value)) + elif method == "tolerance": + medium_cutoff = med * (1 + value) + else: + raise ValueError("method must be 'percentile' or 'tolerance'") + out[tt] = { + "good": round(med, round_ndigits), + "medium": round(medium_cutoff, round_ndigits) + } + return out + ############################## ############################## @@ -1128,6 +1159,11 @@ def create_integrated_analysis_table(model_task_metrics): # Prepare the data for the table table_data = model_task_metrics.copy() + thresholds['avg_latency'] = build_task_latency_thresholds(table_data[['model_name', 'task_types', 'avg_latency']].to_dict(orient='records')) + # ['avg_output_tokens'].median() + # Format Model Name + table_data['model_name'] = table_data['model_name'].apply(lambda x: x.split('/')[-1]) + # Format metrics for display table_data['success_rate_fmt'] = table_data['success_rate'].apply(lambda x: f"{x:.1%}") table_data['avg_latency_fmt'] = table_data['avg_latency'].apply(lambda x: f"{x:.2f}s") @@ -1157,6 +1193,11 @@ def get_color(value, metric): return colors['medium'] else: return colors['poor'] + elif metric == 'avg_latency': + if value['avg_latency'] <= thresholds[metric][value['task_types']]['good']: + return colors['good'] + else: + return colors['medium'] else: # For latency and cost, lower is better if value <= thresholds[metric]['good']: return colors['good'] @@ -1192,7 +1233,7 @@ def get_color(value, metric): # Success rate coloring (three-color) [get_color(sr, 'success_rate') for sr in table_data['success_rate']], # Latency coloring (three-color) - [get_color(lt, 'avg_latency') for lt in table_data['avg_latency']], + [get_color(lt, 'avg_latency') for lt in table_data[['avg_latency','task_types']].to_dict(orient='records')], # Cost coloring (three-color) [get_color(cost, 'avg_cost') for cost in table_data['avg_cost']], # OTPS coloring (just use white) From 5927a5061f37872bfec16a72df032c08035ba87e Mon Sep 17 00:00:00 2001 From: claumazz Date: Wed, 8 Oct 2025 16:16:03 -0400 Subject: [PATCH 11/11] v2 enhancements 6 --- migrations/360-eval/src/benchmarks_run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/migrations/360-eval/src/benchmarks_run.py b/migrations/360-eval/src/benchmarks_run.py index ee126094f..410f59a12 100644 --- a/migrations/360-eval/src/benchmarks_run.py +++ b/migrations/360-eval/src/benchmarks_run.py @@ -445,7 +445,7 @@ def check_single_model(model): executor.submit(check_single_model, model): model for model in models } - + completed = 0 total = len(models)