Skip to content
This repository was archived by the owner on Dec 24, 2018. It is now read-only.
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -29,3 +29,7 @@ node_modules

# Working directory
temp

# IDE files
.idea
*.iml
129 changes: 101 additions & 28 deletions lib/gcp.js
Original file line number Diff line number Diff line change
Expand Up @@ -3,11 +3,14 @@
var util = require('util');
var path = require('path');
var _ = require('underscore');
var underscoreDeepExtend = require('underscore-deep-extend');
var gcloud = require('gcloud');
var moment = require('moment');
var ObjectID = require('mongodb').ObjectID;
var through2 = require('through2');

_.mixin({deepExtend: underscoreDeepExtend(_)});

function GCP(opts) {
this.projectSettings = {
projectId: opts.project
Expand Down Expand Up @@ -154,6 +157,8 @@ GCP.BigQueryTable = {
return item !== null;
});
}
} else if(v === Object(v)) {
return v;
} else {
return JSON.stringify(v);
}
Expand All @@ -166,8 +171,12 @@ GCP.BigQueryTable = {
return 'FLOAT';
} else if (typeof v === 'boolean') {
return 'BOOLEAN';
} else if(v instanceof ObjectID) {
return 'STRING';
} else if (util.isArray(v) && v[0]) {
return this.type(v[0]);
return GCP.BigQueryTable.type(v[0]);
} else if (v === Object(v)) {
return 'RECORD';
}
return 'STRING';
},
Expand All @@ -181,44 +190,101 @@ GCP.BigQueryTable = {
},

column: function (k, v) {
return {
name: GCP.safeName(k),
type: GCP.BigQueryTable.type(v),
mode: GCP.BigQueryTable.mode(v)
};
var colType = GCP.BigQueryTable.type(v);

if(colType === 'RECORD')
return {
name: GCP.safeName(k),
type: colType,
mode: GCP.BigQueryTable.mode(v),
fields: {}
};
else
return {
name: GCP.safeName(k),
type: colType,
mode: GCP.BigQueryTable.mode(v)
};

},

createJSONStream: function (fields, autoSchemaDetection) {
var schema = {};

return through2.obj(function (data, encoding, next) {
data.id = data._id;
delete data._id;

var out = {};
var keys = Object.keys(data);
var len = keys.length;
var i, k, v, col;

for (i = 0; i < len; ++i) {
k = keys[i];
v = data[k];

if (v !== null) {
col = GCP.safeName(k);
out[col] = GCP.BigQueryTable.value(v);
if (autoSchemaDetection && !schema[col]) {
schema[col] = GCP.BigQueryTable.column(k, v);
}
}
}
this.push(JSON.stringify(out) + '\n');
var out = GCP.BigQueryTable.parseJSONLine(Object.keys(data), data, autoSchemaDetection);
schema = _.deepExtend(schema, out.schema);
this.push(JSON.stringify(out.record) + '\n');
next();
}).on('end', function () {
GCP.BigQueryTable.convertSchemaFields(schema, fields);
});
},

parseJSONLine: function(keys, data, autoSchemaDetection){
var record = {};
var schema = {};
var k, v, col;

for(var i=0; i<keys.length; i++){
k = keys[i];
v = data[k];

if (k !== '__v' && v !== null) {
col = GCP.safeName(k);
var colType = GCP.BigQueryTable.type(v);
var colMode = GCP.BigQueryTable.mode(v);
var subRecord;

if(autoSchemaDetection && !schema[col]) schema[col] = GCP.BigQueryTable.column(k, v);

if(colMode === 'REPEATED'){
var j;
record[col] = [];

if(colType === 'RECORD'){
for (j=0; j<v.length; j++){
if(!_.isEmpty(v[j])) {
subRecord = GCP.BigQueryTable.parseJSONLine(
Object.keys(v[j]),
v[j],
autoSchemaDetection
);
record[col].push(subRecord.record);
if(autoSchemaDetection) schema[col].fields = _.deepExtend(schema[col].fields, subRecord.schema);
}
}
}
else{
for (j=0; j<v.length; j++){
record[col].push(GCP.BigQueryTable.value(v[j]));
}
}

if(_.isEmpty(record[col])){
record = _.omit(record, col);
if(autoSchemaDetection) schema = _.omit(schema, col);
}
}
else if(colType === 'RECORD'){
if(!_.isEmpty(v)) {
subRecord = GCP.BigQueryTable.parseJSONLine(Object.keys(v), v, autoSchemaDetection);
record[col] = subRecord.record;
if(autoSchemaDetection) schema[col].fields = subRecord.schema;
}
}
else{
record[col] = GCP.BigQueryTable.value(v);
}
}
}

return {
record: record,
schema: schema
};
},

convertSchemaFields: function (schema, fields) {
var keys = Object.keys(schema);
keys.sort(function(a, b) {
Expand All @@ -231,7 +297,14 @@ GCP.BigQueryTable = {
}
});
keys.forEach(function (key) {
fields.push(schema[key]);
if(schema[key].fields){
var val = _.clone(schema[key]);
val.fields = [];
GCP.BigQueryTable.convertSchemaFields(schema[key].fields, val.fields);
fields.push(val);
}
else
fields.push(schema[key]);
});
}
};
3 changes: 2 additions & 1 deletion package.json
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,8 @@
"moment": "^2.8.4",
"mongodb": "^2.0.40",
"through2": "^0.6.5",
"underscore": "^1.7.0"
"underscore": "^1.7.0",
"underscore-deep-extend": "0.0.5"
},
"devDependencies": {
"mkdirp": "^0.5.0",
Expand Down
Loading