-
Notifications
You must be signed in to change notification settings - Fork 122
/
Copy pathQueryExternalBigtablePerm.java
121 lines (107 loc) · 4.83 KB
/
QueryExternalBigtablePerm.java
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
/*
* Copyright 2020 Google LLC
*
* 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.
*/
package com.example.bigquery;
// [START bigquery_query_external_bigtable_perm]
import com.google.api.client.util.Base64;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.BigQueryException;
import com.google.cloud.bigquery.BigQueryOptions;
import com.google.cloud.bigquery.BigtableColumn;
import com.google.cloud.bigquery.BigtableColumnFamily;
import com.google.cloud.bigquery.BigtableOptions;
import com.google.cloud.bigquery.ExternalTableDefinition;
import com.google.cloud.bigquery.QueryJobConfiguration;
import com.google.cloud.bigquery.TableId;
import com.google.cloud.bigquery.TableInfo;
import com.google.cloud.bigquery.TableResult;
import com.google.common.collect.ImmutableList;
// Sample to queries an external bigtable data source using a permanent table
public class QueryExternalBigtablePerm {
public static void main(String[] args) {
// TODO(developer): Replace these variables before running the sample.
String projectId = "MY_PROJECT_ID";
String bigtableInstanceId = "MY_INSTANCE_ID";
String bigtableTableName = "MY_BIGTABLE_NAME";
String bigqueryDatasetName = "MY_DATASET_NAME";
String bigqueryTableName = "MY_TABLE_NAME";
String sourceUri =
String.format(
"https://googleapis.com/bigtable/projects/%s/instances/%s/tables/%s",
projectId, bigtableInstanceId, bigtableTableName);
String query = String.format("SELECT * FROM %s ", bigqueryTableName);
queryExternalBigtablePerm(bigqueryDatasetName, bigqueryTableName, sourceUri, query);
}
public static void queryExternalBigtablePerm(
String datasetName, String tableName, String sourceUri, String query) {
try {
// Initialize client that will be used to send requests. This client only needs to be created
// once, and can be reused for multiple requests.
BigQuery bigquery = BigQueryOptions.getDefaultInstance().getService();
BigtableColumnFamily.Builder statsSummary = BigtableColumnFamily.newBuilder();
// Configuring Columns
BigtableColumn connectedCell =
BigtableColumn.newBuilder()
.setQualifierEncoded(Base64.encodeBase64String("connected_cell".getBytes()))
.setFieldName("connected_cell")
.setType("STRING")
.setEncoding("TEXT")
.build();
BigtableColumn connectedWifi =
BigtableColumn.newBuilder()
.setQualifierEncoded(Base64.encodeBase64String("connected_wifi".getBytes()))
.setFieldName("connected_wifi")
.setType("STRING")
.setEncoding("TEXT")
.build();
BigtableColumn osBuild =
BigtableColumn.newBuilder()
.setQualifierEncoded(Base64.encodeBase64String("os_build".getBytes()))
.setFieldName("os_build")
.setType("STRING")
.setEncoding("TEXT")
.build();
// Configuring column family and columns
statsSummary
.setColumns(ImmutableList.of(connectedCell, connectedWifi, osBuild))
.setFamilyID("stats_summary")
.setOnlyReadLatest(true)
.setEncoding("TEXT")
.setType("STRING")
.build();
// Configuring BigtableOptions is optional.
BigtableOptions options =
BigtableOptions.newBuilder()
.setIgnoreUnspecifiedColumnFamilies(true)
.setReadRowkeyAsString(true)
.setColumnFamilies(ImmutableList.of(statsSummary.build()))
.build();
TableId tableId = TableId.of(datasetName, tableName);
// Create a permanent table linked to the Bigtable table
ExternalTableDefinition externalTable =
ExternalTableDefinition.newBuilder(sourceUri, options).build();
bigquery.create(TableInfo.of(tableId, externalTable));
// Example query
TableResult results = bigquery.query(QueryJobConfiguration.of(query));
results
.iterateAll()
.forEach(row -> row.forEach(val -> System.out.printf("%s,", val.toString())));
System.out.println("Query on external permanent table performed successfully.");
} catch (BigQueryException | InterruptedException e) {
System.out.println("Query not performed \n" + e.toString());
}
}
}
// [END bigquery_query_external_bigtable_perm]