forked from GoogleCloudPlatform/nodejs-docs-samples
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathdatasets.js
196 lines (175 loc) · 6.08 KB
/
datasets.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
// Copyright 2016, Google, Inc.
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
'use strict';
// [START all]
// [START setup]
// By default, the client will authenticate using the service account file
// specified by the GOOGLE_APPLICATION_CREDENTIALS environment variable and use
// the project specified by the GCLOUD_PROJECT environment variable. See
// https://googlecloudplatform.github.io/gcloud-node/#/docs/google-cloud/latest/guides/authentication
var BigQuery = require('@google-cloud/bigquery');
// Instantiate the bigquery client
var bigquery = BigQuery();
// [END setup]
// Control-flow helper library
var async = require('async');
// [START create_dataset]
/**
* List datasets in the authenticated project.
*
* @param {string} name The name for the new dataset.
* @param {function} callback The callback function.
*/
function createDataset (name, callback) {
var dataset = bigquery.dataset(name);
// See https://googlecloudplatform.github.io/gcloud-node/#/docs/bigquery/latest/bigquery
dataset.create(function (err, dataset) {
if (err) {
return callback(err);
}
console.log('Created dataset: %s', name);
return callback(null, dataset);
});
}
// [END create_dataset]
// [START delete_dataset]
/**
* List datasets in the authenticated project.
*
* @param {string} name The name for the new dataset.
* @param {function} callback The callback function.
*/
function deleteDataset (name, callback) {
var dataset = bigquery.dataset(name);
// See https://googlecloudplatform.github.io/gcloud-node/#/docs/bigquery/latest/bigquery
dataset.delete(function (err) {
if (err) {
return callback(err);
}
console.log('Deleted dataset: %s', name);
return callback(null);
});
}
// [END delete_dataset]
// [START list_datasets]
/**
* List datasets in the authenticated project.
*
* @param {string} projectId The project ID to use.
* @param {function} callback The callback function.
*/
function listDatasets (projectId, callback) {
// Instantiate a bigquery client
var bigquery = BigQuery({
projectId: projectId
});
// See https://googlecloudplatform.github.io/gcloud-node/#/docs/bigquery/latest/bigquery
bigquery.getDatasets(function (err, datasets) {
if (err) {
return callback(err);
}
console.log('Found %d dataset(s)!', datasets.length);
return callback(null, datasets);
});
}
// [END list_datasets]
// [START get_dataset_size]
/**
* Calculate the size of the specified dataset.
*
* @param {string} datasetId The ID of the dataset.
* @param {string} projectId The project ID.
* @param {function} callback The callback function.
*/
function getDatasetSize (datasetId, projectId, callback) {
// Instantiate a bigquery client
var bigquery = BigQuery({
projectId: projectId
});
var dataset = bigquery.dataset(datasetId);
// See https://googlecloudplatform.github.io/gcloud-node/#/docs/bigquery/latest/bigquery/dataset
dataset.getTables(function (err, tables) {
if (err) {
return callback(err);
}
return async.map(tables, function (table, cb) {
// Fetch more detailed info for each table
table.get(function (err, tableInfo) {
if (err) {
return cb(err);
}
// Return numBytes converted to Megabytes
var numBytes = tableInfo.metadata.numBytes;
return cb(null, (parseInt(numBytes, 10) / 1000) / 1000);
});
}, function (err, sizes) {
if (err) {
return callback(err);
}
var sum = sizes.reduce(function (cur, prev) {
return cur + prev;
}, 0);
console.log('Size of %s: %d MB', datasetId, sum);
return callback(null, sum);
});
});
}
// [END get_dataset_size]
// [END all]
// The command-line program
var cli = require('yargs');
var makeHandler = require('../utils').makeHandler;
var program = module.exports = {
createDataset: createDataset,
deleteDataset: deleteDataset,
listDatasets: listDatasets,
getDatasetSize: getDatasetSize,
main: function (args) {
// Run the command-line program
cli.help().strict().parse(args).argv;
}
};
cli
.demand(1)
.command('create <name>', 'Create a new dataset.', {}, function (options) {
program.createDataset(options.name, makeHandler());
})
.command('delete <datasetId>', 'Delete the specified dataset.', {}, function (options) {
program.deleteDataset(options.datasetId, makeHandler());
})
.command('list', 'List datasets in the authenticated project.', {}, function (options) {
program.listDatasets(options.projectId, makeHandler(true, 'id'));
})
.command('size <datasetId>', 'Calculate the size of the specified dataset.', {}, function (options) {
program.getDatasetSize(options.datasetId, options.projectId, makeHandler());
})
.option('projectId', {
alias: 'p',
requiresArg: true,
type: 'string',
default: process.env.GCLOUD_PROJECT,
description: 'Optionally specify the project ID to use.',
global: true
})
.example('node $0 create my_dataset', 'Create a new dataset named "my_dataset".')
.example('node $0 delete my_dataset', 'Delete "my_dataset".')
.example('node $0 list', 'List datasets.')
.example('node $0 list -p bigquery-public-data', 'List datasets in a project other than the authenticated project.')
.example('node $0 size my_dataset', 'Calculate the size of "my_dataset".')
.example('node $0 size hacker_news -p bigquery-public-data', 'Calculate the size of "bigquery-public-data:hacker_news".')
.wrap(100)
.recommendCommands()
.epilogue('For more information, see https://cloud.google.com/bigquery/docs');
if (module === require.main) {
program.main(process.argv.slice(2));
}