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ITBigQueryTest.java
3291 lines (3119 loc) · 147 KB
/
ITBigQueryTest.java
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/*
* Copyright 2015 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.google.cloud.bigquery.it;
import static com.google.cloud.bigquery.JobStatus.State.DONE;
import static com.google.common.truth.Truth.assertThat;
import static java.lang.System.currentTimeMillis;
import static org.junit.Assert.assertArrayEquals;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertNotEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;
import com.google.api.gax.paging.Page;
import com.google.auth.oauth2.GoogleCredentials;
import com.google.auth.oauth2.ServiceAccountCredentials;
import com.google.cloud.Date;
import com.google.cloud.Identity;
import com.google.cloud.Policy;
import com.google.cloud.RetryOption;
import com.google.cloud.Role;
import com.google.cloud.ServiceOptions;
import com.google.cloud.bigquery.Acl;
import com.google.cloud.bigquery.BigQuery;
import com.google.cloud.bigquery.BigQuery.DatasetDeleteOption;
import com.google.cloud.bigquery.BigQuery.DatasetField;
import com.google.cloud.bigquery.BigQuery.DatasetListOption;
import com.google.cloud.bigquery.BigQuery.DatasetOption;
import com.google.cloud.bigquery.BigQuery.JobField;
import com.google.cloud.bigquery.BigQuery.JobListOption;
import com.google.cloud.bigquery.BigQuery.JobOption;
import com.google.cloud.bigquery.BigQuery.TableField;
import com.google.cloud.bigquery.BigQuery.TableOption;
import com.google.cloud.bigquery.BigQueryError;
import com.google.cloud.bigquery.BigQueryException;
import com.google.cloud.bigquery.Clustering;
import com.google.cloud.bigquery.ConnectionProperty;
import com.google.cloud.bigquery.CopyJobConfiguration;
import com.google.cloud.bigquery.Dataset;
import com.google.cloud.bigquery.DatasetId;
import com.google.cloud.bigquery.DatasetInfo;
import com.google.cloud.bigquery.ExternalTableDefinition;
import com.google.cloud.bigquery.ExtractJobConfiguration;
import com.google.cloud.bigquery.Field;
import com.google.cloud.bigquery.FieldList;
import com.google.cloud.bigquery.FieldValue;
import com.google.cloud.bigquery.FieldValueList;
import com.google.cloud.bigquery.FormatOptions;
import com.google.cloud.bigquery.HivePartitioningOptions;
import com.google.cloud.bigquery.InsertAllRequest;
import com.google.cloud.bigquery.InsertAllResponse;
import com.google.cloud.bigquery.Job;
import com.google.cloud.bigquery.JobId;
import com.google.cloud.bigquery.JobInfo;
import com.google.cloud.bigquery.JobStatistics;
import com.google.cloud.bigquery.JobStatistics.LoadStatistics;
import com.google.cloud.bigquery.LegacySQLTypeName;
import com.google.cloud.bigquery.LoadJobConfiguration;
import com.google.cloud.bigquery.MaterializedViewDefinition;
import com.google.cloud.bigquery.Model;
import com.google.cloud.bigquery.ModelId;
import com.google.cloud.bigquery.ModelInfo;
import com.google.cloud.bigquery.ParquetOptions;
import com.google.cloud.bigquery.PolicyTags;
import com.google.cloud.bigquery.QueryJobConfiguration;
import com.google.cloud.bigquery.QueryParameterValue;
import com.google.cloud.bigquery.RangePartitioning;
import com.google.cloud.bigquery.Routine;
import com.google.cloud.bigquery.RoutineArgument;
import com.google.cloud.bigquery.RoutineId;
import com.google.cloud.bigquery.RoutineInfo;
import com.google.cloud.bigquery.Schema;
import com.google.cloud.bigquery.SnapshotTableDefinition;
import com.google.cloud.bigquery.StandardSQLDataType;
import com.google.cloud.bigquery.StandardSQLField;
import com.google.cloud.bigquery.StandardSQLTableType;
import com.google.cloud.bigquery.StandardSQLTypeName;
import com.google.cloud.bigquery.StandardTableDefinition;
import com.google.cloud.bigquery.Table;
import com.google.cloud.bigquery.TableDataWriteChannel;
import com.google.cloud.bigquery.TableDefinition;
import com.google.cloud.bigquery.TableId;
import com.google.cloud.bigquery.TableInfo;
import com.google.cloud.bigquery.TableResult;
import com.google.cloud.bigquery.TimePartitioning;
import com.google.cloud.bigquery.TimePartitioning.Type;
import com.google.cloud.bigquery.ViewDefinition;
import com.google.cloud.bigquery.WriteChannelConfiguration;
import com.google.cloud.bigquery.testing.RemoteBigQueryHelper;
import com.google.cloud.datacatalog.v1.CreatePolicyTagRequest;
import com.google.cloud.datacatalog.v1.CreateTaxonomyRequest;
import com.google.cloud.datacatalog.v1.PolicyTag;
import com.google.cloud.datacatalog.v1.PolicyTagManagerClient;
import com.google.cloud.datacatalog.v1.Taxonomy;
import com.google.cloud.datacatalog.v1.Taxonomy.PolicyType;
import com.google.cloud.storage.BlobInfo;
import com.google.cloud.storage.BucketInfo;
import com.google.cloud.storage.Storage;
import com.google.cloud.storage.testing.RemoteStorageHelper;
import com.google.common.base.Optional;
import com.google.common.collect.ImmutableList;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.ImmutableSet;
import com.google.common.collect.Iterables;
import com.google.common.collect.Sets;
import com.google.common.io.BaseEncoding;
import java.io.IOException;
import java.math.BigDecimal;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.nio.file.FileSystems;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.UUID;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;
import java.util.logging.Level;
import java.util.logging.Logger;
import org.junit.AfterClass;
import org.junit.BeforeClass;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.Timeout;
import org.threeten.bp.Duration;
public class ITBigQueryTest {
private static final byte[] BYTES = {0xD, 0xE, 0xA, 0xD};
private static final String BYTES_BASE64 = BaseEncoding.base64().encode(BYTES);
private static final Long EXPIRATION_MS = 86400000L;
private static final Logger LOG = Logger.getLogger(ITBigQueryTest.class.getName());
private static final String DATASET = RemoteBigQueryHelper.generateDatasetName();
private static final String DESCRIPTION = "Test dataset";
private static final String OTHER_DATASET = RemoteBigQueryHelper.generateDatasetName();
private static final String MODEL_DATASET = RemoteBigQueryHelper.generateDatasetName();
private static final String ROUTINE_DATASET = RemoteBigQueryHelper.generateDatasetName();
private static final String PROJECT_ID = ServiceOptions.getDefaultProjectId();
private static final String RANDOM_ID = UUID.randomUUID().toString().substring(0, 8);
private static final String CLOUD_SAMPLES_DATA =
Optional.fromNullable(System.getenv("CLOUD_SAMPLES_DATA_BUCKET")).or("cloud-samples-data");
private static final Map<String, String> LABELS =
ImmutableMap.of(
"example-label1", "example-value1",
"example-label2", "example-value2");
private static final Field TIMESTAMP_FIELD_SCHEMA =
Field.newBuilder("TimestampField", LegacySQLTypeName.TIMESTAMP)
.setMode(Field.Mode.NULLABLE)
.setDescription("TimestampDescription")
.build();
private static final Field STRING_FIELD_SCHEMA =
Field.newBuilder("StringField", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.setDescription("StringDescription")
.build();
private static final Field INTEGER_ARRAY_FIELD_SCHEMA =
Field.newBuilder("IntegerArrayField", LegacySQLTypeName.INTEGER)
.setMode(Field.Mode.REPEATED)
.setDescription("IntegerArrayDescription")
.build();
private static final Field BOOLEAN_FIELD_SCHEMA =
Field.newBuilder("BooleanField", LegacySQLTypeName.BOOLEAN)
.setMode(Field.Mode.NULLABLE)
.setDescription("BooleanDescription")
.build();
private static final Field BYTES_FIELD_SCHEMA =
Field.newBuilder("BytesField", LegacySQLTypeName.BYTES)
.setMode(Field.Mode.NULLABLE)
.setDescription("BytesDescription")
.build();
private static final Field RECORD_FIELD_SCHEMA =
Field.newBuilder(
"RecordField",
LegacySQLTypeName.RECORD,
TIMESTAMP_FIELD_SCHEMA,
STRING_FIELD_SCHEMA,
INTEGER_ARRAY_FIELD_SCHEMA,
BOOLEAN_FIELD_SCHEMA,
BYTES_FIELD_SCHEMA)
.setMode(Field.Mode.REQUIRED)
.setDescription("RecordDescription")
.build();
private static final Field INTEGER_FIELD_SCHEMA =
Field.newBuilder("IntegerField", LegacySQLTypeName.INTEGER)
.setMode(Field.Mode.NULLABLE)
.setDescription("IntegerDescription")
.build();
private static final Field FLOAT_FIELD_SCHEMA =
Field.newBuilder("FloatField", LegacySQLTypeName.FLOAT)
.setMode(Field.Mode.NULLABLE)
.setDescription("FloatDescription")
.build();
private static final Field GEOGRAPHY_FIELD_SCHEMA =
Field.newBuilder("GeographyField", LegacySQLTypeName.GEOGRAPHY)
.setMode(Field.Mode.NULLABLE)
.setDescription("GeographyDescription")
.build();
private static final Field NUMERIC_FIELD_SCHEMA =
Field.newBuilder("NumericField", LegacySQLTypeName.NUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("NumericDescription")
.build();
private static final Field BIGNUMERIC_FIELD_SCHEMA =
Field.newBuilder("BigNumericField", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("BigNumericDescription")
.build();
private static final Field BIGNUMERIC_FIELD_SCHEMA1 =
Field.newBuilder("BigNumericField1", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("BigNumeric1Description")
.build();
private static final Field BIGNUMERIC_FIELD_SCHEMA2 =
Field.newBuilder("BigNumericField2", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("BigNumeric2Description")
.build();
private static final Field BIGNUMERIC_FIELD_SCHEMA3 =
Field.newBuilder("BigNumericField3", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("BigNumeric3Description")
.build();
private static final Field BIGNUMERIC_FIELD_SCHEMA4 =
Field.newBuilder("BigNumericField4", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("BigNumeric4Description")
.build();
private static final Schema TABLE_SCHEMA =
Schema.of(
TIMESTAMP_FIELD_SCHEMA,
STRING_FIELD_SCHEMA,
INTEGER_ARRAY_FIELD_SCHEMA,
BOOLEAN_FIELD_SCHEMA,
BYTES_FIELD_SCHEMA,
RECORD_FIELD_SCHEMA,
INTEGER_FIELD_SCHEMA,
FLOAT_FIELD_SCHEMA,
GEOGRAPHY_FIELD_SCHEMA,
NUMERIC_FIELD_SCHEMA,
BIGNUMERIC_FIELD_SCHEMA,
BIGNUMERIC_FIELD_SCHEMA1,
BIGNUMERIC_FIELD_SCHEMA2,
BIGNUMERIC_FIELD_SCHEMA3,
BIGNUMERIC_FIELD_SCHEMA4);
private static final Field DDL_TIMESTAMP_FIELD_SCHEMA =
Field.newBuilder("TimestampField", LegacySQLTypeName.TIMESTAMP)
.setDescription("TimestampDescription")
.build();
private static final Field DDL_STRING_FIELD_SCHEMA =
Field.newBuilder("StringField", LegacySQLTypeName.STRING)
.setDescription("StringDescription")
.build();
private static final Field DDL_BOOLEAN_FIELD_SCHEMA =
Field.newBuilder("BooleanField", LegacySQLTypeName.BOOLEAN)
.setDescription("BooleanDescription")
.build();
private static final Schema DDL_TABLE_SCHEMA =
Schema.of(DDL_TIMESTAMP_FIELD_SCHEMA, DDL_STRING_FIELD_SCHEMA, DDL_BOOLEAN_FIELD_SCHEMA);
private static final Schema LARGE_TABLE_SCHEMA =
Schema.of(
Field.newBuilder("date", LegacySQLTypeName.DATE).setMode(Field.Mode.NULLABLE).build(),
Field.newBuilder("county", LegacySQLTypeName.STRING).setMode(Field.Mode.NULLABLE).build(),
Field.newBuilder("state_name", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("county_fips_code", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("confirmed_cases", LegacySQLTypeName.INTEGER)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("deaths", LegacySQLTypeName.INTEGER)
.setMode(Field.Mode.NULLABLE)
.build());
private static final Schema SIMPLE_SCHEMA = Schema.of(STRING_FIELD_SCHEMA);
private static final Schema QUERY_RESULT_SCHEMA =
Schema.of(
Field.newBuilder("TimestampField", LegacySQLTypeName.TIMESTAMP)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("StringField", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BooleanField", LegacySQLTypeName.BOOLEAN)
.setMode(Field.Mode.NULLABLE)
.build());
private static final Schema QUERY_RESULT_SCHEMA_BIGNUMERIC =
Schema.of(
Field.newBuilder("TimestampField", LegacySQLTypeName.TIMESTAMP)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("StringField", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BooleanField", LegacySQLTypeName.BOOLEAN)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BigNumericField", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BigNumericField1", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BigNumericField2", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BigNumericField3", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BigNumericField4", LegacySQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.build());
private static final Schema VIEW_SCHEMA =
Schema.of(
Field.newBuilder("TimestampField", LegacySQLTypeName.TIMESTAMP)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("StringField", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.build(),
Field.newBuilder("BooleanField", LegacySQLTypeName.BOOLEAN)
.setMode(Field.Mode.NULLABLE)
.build());
private static final RangePartitioning.Range RANGE =
RangePartitioning.Range.newBuilder().setStart(1L).setInterval(2L).setEnd(20L).build();
private static final RangePartitioning RANGE_PARTITIONING =
RangePartitioning.newBuilder().setField("IntegerField").setRange(RANGE).build();
private static final String LOAD_FILE = "load.csv";
private static final String LOAD_FILE_LARGE = "load_large.csv";
private static final String JSON_LOAD_FILE = "load.json";
private static final String JSON_LOAD_FILE_SIMPLE = "load_simple.json";
private static final String EXTRACT_FILE = "extract.csv";
private static final String EXTRACT_MODEL_FILE = "extract_model.csv";
private static final String BUCKET = RemoteStorageHelper.generateBucketName();
private static final TableId TABLE_ID = TableId.of(DATASET, "testing_table");
private static final TableId TABLE_ID_DDL = TableId.of(DATASET, "ddl_testing_table");
private static final TableId TABLE_ID_FASTQUERY = TableId.of(DATASET, "fastquery_testing_table");
private static final TableId TABLE_ID_LARGE = TableId.of(DATASET, "large_data_testing_table");
private static final String CSV_CONTENT = "StringValue1\nStringValue2\n";
private static final String JSON_CONTENT =
"{"
+ " \"TimestampField\": \"2014-08-19 07:41:35.220 -05:00\","
+ " \"StringField\": \"stringValue\","
+ " \"IntegerArrayField\": [\"0\", \"1\"],"
+ " \"BooleanField\": \"false\","
+ " \"BytesField\": \""
+ BYTES_BASE64
+ "\","
+ " \"RecordField\": {"
+ " \"TimestampField\": \"1969-07-20 20:18:04 UTC\","
+ " \"StringField\": null,"
+ " \"IntegerArrayField\": [\"1\",\"0\"],"
+ " \"BooleanField\": \"true\","
+ " \"BytesField\": \""
+ BYTES_BASE64
+ "\""
+ " },"
+ " \"IntegerField\": \"3\","
+ " \"FloatField\": \"1.2\","
+ " \"GeographyField\": \"POINT(-122.35022 47.649154)\","
+ " \"NumericField\": \"123456.789012345\","
+ " \"BigNumericField\": \"0.33333333333333333333333333333333333333\","
+ " \"BigNumericField1\": \"1e-38\","
+ " \"BigNumericField2\": \"-1e38\","
+ " \"BigNumericField3\": \"578960446186580977117854925043439539266.34992332820282019728792003956564819967\","
+ " \"BigNumericField4\": \"-578960446186580977117854925043439539266.34992332820282019728792003956564819968\""
+ "}\n"
+ "{"
+ " \"TimestampField\": \"2014-08-19 07:41:35.220 -05:00\","
+ " \"StringField\": \"stringValue\","
+ " \"IntegerArrayField\": [\"0\", \"1\"],"
+ " \"BooleanField\": \"false\","
+ " \"BytesField\": \""
+ BYTES_BASE64
+ "\","
+ " \"RecordField\": {"
+ " \"TimestampField\": \"1969-07-20 20:18:04 UTC\","
+ " \"StringField\": null,"
+ " \"IntegerArrayField\": [\"1\",\"0\"],"
+ " \"BooleanField\": \"true\","
+ " \"BytesField\": \""
+ BYTES_BASE64
+ "\""
+ " },"
+ " \"IntegerField\": \"3\","
+ " \"FloatField\": \"1.2\","
+ " \"GeographyField\": \"POINT(-122.35022 47.649154)\","
+ " \"NumericField\": \"123456.789012345\","
+ " \"BigNumericField\": \"0.33333333333333333333333333333333333333\","
+ " \"BigNumericField1\": \"1e-38\","
+ " \"BigNumericField2\": \"-1e38\","
+ " \"BigNumericField3\": \"578960446186580977117854925043439539266.34992332820282019728792003956564819967\","
+ " \"BigNumericField4\": \"-578960446186580977117854925043439539266.34992332820282019728792003956564819968\""
+ "}";
private static final String JSON_CONTENT_SIMPLE =
"{"
+ " \"TimestampField\": \"2014-08-19 07:41:35.220 -05:00\","
+ " \"StringField\": \"stringValue\","
+ " \"BooleanField\": \"false\""
+ "}\n"
+ "{"
+ " \"TimestampField\": \"2014-08-19 07:41:35.220 -05:00\","
+ " \"StringField\": \"stringValue\","
+ " \"BooleanField\": \"false\""
+ "}";
private static final String KEY = "time_zone";
private static final String VALUE = "US/Eastern";
private static final ConnectionProperty CONNECTION_PROPERTY =
ConnectionProperty.newBuilder().setKey(KEY).setValue(VALUE).build();
private static final List<ConnectionProperty> CONNECTION_PROPERTIES =
ImmutableList.of(CONNECTION_PROPERTY);
private static final Set<String> PUBLIC_DATASETS =
ImmutableSet.of("github_repos", "hacker_news", "noaa_gsod", "samples", "usa_names");
private static final String PUBLIC_PROJECT = "bigquery-public-data";
private static final String PUBLIC_DATASET = "census_bureau_international";
private static BigQuery bigquery;
private static Storage storage;
@Rule public Timeout globalTimeout = Timeout.seconds(300);
@BeforeClass
public static void beforeClass() throws InterruptedException, IOException {
RemoteBigQueryHelper bigqueryHelper = RemoteBigQueryHelper.create();
RemoteStorageHelper storageHelper = RemoteStorageHelper.create();
Map<String, String> labels = ImmutableMap.of("test-job-name", "test-load-job");
bigquery = bigqueryHelper.getOptions().getService();
storage = storageHelper.getOptions().getService();
storage.create(BucketInfo.of(BUCKET));
storage.create(
BlobInfo.newBuilder(BUCKET, LOAD_FILE).setContentType("text/plain").build(),
CSV_CONTENT.getBytes(StandardCharsets.UTF_8));
storage.create(
BlobInfo.newBuilder(BUCKET, JSON_LOAD_FILE).setContentType("application/json").build(),
JSON_CONTENT.getBytes(StandardCharsets.UTF_8));
storage.create(
BlobInfo.newBuilder(BUCKET, JSON_LOAD_FILE_SIMPLE)
.setContentType("application/json")
.build(),
JSON_CONTENT_SIMPLE.getBytes(StandardCharsets.UTF_8));
storage.createFrom(
BlobInfo.newBuilder(BUCKET, LOAD_FILE_LARGE).setContentType("text/plain").build(),
FileSystems.getDefault().getPath("src/test/resources", "QueryTestData.csv"));
DatasetInfo info =
DatasetInfo.newBuilder(DATASET).setDescription(DESCRIPTION).setLabels(LABELS).build();
bigquery.create(info);
DatasetInfo info2 =
DatasetInfo.newBuilder(MODEL_DATASET).setDescription("java model lifecycle").build();
bigquery.create(info2);
DatasetInfo info3 =
DatasetInfo.newBuilder(ROUTINE_DATASET).setDescription("java routine lifecycle").build();
bigquery.create(info3);
LoadJobConfiguration configuration =
LoadJobConfiguration.newBuilder(
TABLE_ID, "gs://" + BUCKET + "/" + JSON_LOAD_FILE, FormatOptions.json())
.setCreateDisposition(JobInfo.CreateDisposition.CREATE_IF_NEEDED)
.setSchema(TABLE_SCHEMA)
.setLabels(labels)
.build();
Job job = bigquery.create(JobInfo.of(configuration));
job = job.waitFor();
assertNull(job.getStatus().getError());
LoadJobConfiguration loadJobConfiguration = job.getConfiguration();
assertEquals(labels, loadJobConfiguration.getLabels());
LoadJobConfiguration configurationFastQuery =
LoadJobConfiguration.newBuilder(
TABLE_ID_FASTQUERY, "gs://" + BUCKET + "/" + JSON_LOAD_FILE, FormatOptions.json())
.setCreateDisposition(JobInfo.CreateDisposition.CREATE_IF_NEEDED)
.setSchema(TABLE_SCHEMA)
.setLabels(labels)
.build();
Job jobFastQuery = bigquery.create(JobInfo.of(configurationFastQuery));
jobFastQuery = jobFastQuery.waitFor();
assertNull(jobFastQuery.getStatus().getError());
LoadJobConfiguration configurationDDL =
LoadJobConfiguration.newBuilder(
TABLE_ID_DDL, "gs://" + BUCKET + "/" + JSON_LOAD_FILE_SIMPLE, FormatOptions.json())
.setCreateDisposition(JobInfo.CreateDisposition.CREATE_IF_NEEDED)
.setSchema(DDL_TABLE_SCHEMA)
.setLabels(labels)
.build();
Job jobDDL = bigquery.create(JobInfo.of(configurationDDL));
jobDDL = jobDDL.waitFor();
assertNull(jobDDL.getStatus().getError());
LoadJobConfiguration configurationLargeTable =
LoadJobConfiguration.newBuilder(
TABLE_ID_LARGE, "gs://" + BUCKET + "/" + LOAD_FILE_LARGE, FormatOptions.csv())
.setCreateDisposition(JobInfo.CreateDisposition.CREATE_IF_NEEDED)
.setSchema(LARGE_TABLE_SCHEMA)
.setLabels(labels)
.build();
Job jobLargeTable = bigquery.create(JobInfo.of(configurationLargeTable));
jobLargeTable = jobLargeTable.waitFor();
assertNull(jobLargeTable.getStatus().getError());
}
@AfterClass
public static void afterClass() throws ExecutionException, InterruptedException {
if (bigquery != null) {
RemoteBigQueryHelper.forceDelete(bigquery, DATASET);
RemoteBigQueryHelper.forceDelete(bigquery, MODEL_DATASET);
RemoteBigQueryHelper.forceDelete(bigquery, ROUTINE_DATASET);
}
if (storage != null) {
boolean wasDeleted = RemoteStorageHelper.forceDelete(storage, BUCKET, 10, TimeUnit.SECONDS);
if (!wasDeleted && LOG.isLoggable(Level.WARNING)) {
LOG.log(Level.WARNING, "Deletion of bucket {0} timed out, bucket is not empty", BUCKET);
}
}
}
@Test
public void testListDatasets() {
Page<Dataset> datasets = bigquery.listDatasets("bigquery-public-data");
Iterator<Dataset> iterator = datasets.iterateAll().iterator();
Set<String> datasetNames = new HashSet<>();
while (iterator.hasNext()) {
datasetNames.add(iterator.next().getDatasetId().getDataset());
}
for (String type : PUBLIC_DATASETS) {
assertTrue(datasetNames.contains(type));
}
}
@Test
public void testListDatasetsWithFilter() {
String labelFilter = "labels.example-label1:example-value1";
Page<Dataset> datasets = bigquery.listDatasets(DatasetListOption.labelFilter(labelFilter));
int count = 0;
for (Dataset dataset : datasets.getValues()) {
assertTrue(
"failed to find label key in dataset", dataset.getLabels().containsKey("example-label1"));
assertTrue(
"failed to find label value in dataset",
dataset.getLabels().get("example-label1").equals("example-value1"));
count++;
}
assertTrue(count > 0);
}
@Test
public void testGetDataset() {
Dataset dataset = bigquery.getDataset(DATASET);
assertEquals(bigquery.getOptions().getProjectId(), dataset.getDatasetId().getProject());
assertEquals(DATASET, dataset.getDatasetId().getDataset());
assertEquals(DESCRIPTION, dataset.getDescription());
assertEquals(LABELS, dataset.getLabels());
assertNotNull(dataset.getAcl());
assertNotNull(dataset.getEtag());
assertNotNull(dataset.getGeneratedId());
assertNotNull(dataset.getLastModified());
assertNotNull(dataset.getSelfLink());
}
@Test
public void testDatasetUpdateAccess() throws IOException {
Dataset dataset = bigquery.getDataset(DATASET);
ServiceAccountCredentials credentials =
(ServiceAccountCredentials) GoogleCredentials.getApplicationDefault();
List<Acl> acl =
ImmutableList.of(
Acl.of(new Acl.Group("projectOwners"), Acl.Role.OWNER),
Acl.of(new Acl.User(credentials.getClientEmail()), Acl.Role.OWNER),
Acl.of(new Acl.IamMember("allUsers"), Acl.Role.READER));
Dataset remoteDataset = dataset.toBuilder().setAcl(acl).build().update();
assertNotNull(remoteDataset);
assertEquals(3, remoteDataset.getAcl().size());
}
@Test
public void testGetDatasetWithSelectedFields() {
Dataset dataset =
bigquery.getDataset(
DATASET, DatasetOption.fields(DatasetField.CREATION_TIME, DatasetField.LABELS));
assertEquals(bigquery.getOptions().getProjectId(), dataset.getDatasetId().getProject());
assertEquals(DATASET, dataset.getDatasetId().getDataset());
assertEquals(LABELS, dataset.getLabels());
assertNotNull(dataset.getCreationTime());
assertNull(dataset.getDescription());
assertNull(dataset.getDefaultTableLifetime());
assertNull(dataset.getAcl());
assertNull(dataset.getEtag());
assertNull(dataset.getFriendlyName());
assertNull(dataset.getGeneratedId());
assertNull(dataset.getLastModified());
assertNull(dataset.getLocation());
assertNull(dataset.getSelfLink());
}
@Test
public void testUpdateDataset() {
Dataset dataset =
bigquery.create(
DatasetInfo.newBuilder(OTHER_DATASET)
.setDescription("Some Description")
.setLabels(Collections.singletonMap("a", "b"))
.build());
assertThat(dataset).isNotNull();
assertThat(dataset.getDatasetId().getProject()).isEqualTo(bigquery.getOptions().getProjectId());
assertThat(dataset.getDatasetId().getDataset()).isEqualTo(OTHER_DATASET);
assertThat(dataset.getDescription()).isEqualTo("Some Description");
assertThat(dataset.getLabels()).containsExactly("a", "b");
Map<String, String> updateLabels = new HashMap<>();
updateLabels.put("x", "y");
updateLabels.put("a", null);
Dataset updatedDataset =
bigquery.update(
dataset
.toBuilder()
.setDescription("Updated Description")
.setLabels(updateLabels)
.build());
assertThat(updatedDataset.getDescription()).isEqualTo("Updated Description");
assertThat(updatedDataset.getLabels()).containsExactly("x", "y");
updatedDataset = bigquery.update(updatedDataset.toBuilder().setLabels(null).build());
assertThat(updatedDataset.getLabels()).isEmpty();
assertThat(dataset.delete()).isTrue();
}
@Test
public void testUpdateDatasetWithSelectedFields() {
Dataset dataset =
bigquery.create(
DatasetInfo.newBuilder(OTHER_DATASET).setDescription("Some Description").build());
assertNotNull(dataset);
assertEquals(bigquery.getOptions().getProjectId(), dataset.getDatasetId().getProject());
assertEquals(OTHER_DATASET, dataset.getDatasetId().getDataset());
assertEquals("Some Description", dataset.getDescription());
Dataset updatedDataset =
bigquery.update(
dataset.toBuilder().setDescription("Updated Description").build(),
DatasetOption.fields(DatasetField.DESCRIPTION));
assertEquals("Updated Description", updatedDataset.getDescription());
assertNull(updatedDataset.getCreationTime());
assertNull(updatedDataset.getDefaultTableLifetime());
assertNull(updatedDataset.getAcl());
assertNull(updatedDataset.getEtag());
assertNull(updatedDataset.getFriendlyName());
assertNull(updatedDataset.getGeneratedId());
assertNull(updatedDataset.getLastModified());
assertNull(updatedDataset.getLocation());
assertNull(updatedDataset.getSelfLink());
assertTrue(dataset.delete());
}
@Test
public void testGetNonExistingTable() {
assertNull(bigquery.getTable(DATASET, "test_get_non_existing_table"));
}
@Test
public void testCreateTableWithRangePartitioning() {
String tableName = "test_create_table_rangepartitioning";
TableId tableId = TableId.of(DATASET, tableName);
try {
StandardTableDefinition tableDefinition =
StandardTableDefinition.newBuilder()
.setSchema(TABLE_SCHEMA)
.setRangePartitioning(RANGE_PARTITIONING)
.build();
Table createdTable = bigquery.create(TableInfo.of(tableId, tableDefinition));
assertNotNull(createdTable);
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertEquals(
RANGE,
remoteTable.<StandardTableDefinition>getDefinition().getRangePartitioning().getRange());
assertEquals(
RANGE_PARTITIONING,
remoteTable.<StandardTableDefinition>getDefinition().getRangePartitioning());
} finally {
bigquery.delete(tableId);
}
}
@Test
public void testCreateTableWithConstraints() {
String tableName = "test_create_table_with_constraints";
TableId tableId = TableId.of(DATASET, tableName);
Field stringFieldWithConstraint =
Field.newBuilder("stringFieldWithConstraint", StandardSQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.setDescription("field has a constraint")
.setMaxLength(10L)
.build();
Field byteFieldWithConstraint =
Field.newBuilder("byteFieldWithConstraint", StandardSQLTypeName.BYTES)
.setMode(Field.Mode.NULLABLE)
.setDescription("field has a constraint")
.setMaxLength(150L)
.build();
Field numericFieldWithConstraint =
Field.newBuilder("numericFieldWithConstraint", StandardSQLTypeName.NUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("field has a constraint")
.setPrecision(20L)
.build();
Field bigNumericFieldWithConstraint =
Field.newBuilder("bigNumericFieldWithConstraint", StandardSQLTypeName.BIGNUMERIC)
.setMode(Field.Mode.NULLABLE)
.setDescription("field has a constraint")
.setPrecision(30L)
.setScale(5L)
.build();
Schema schema =
Schema.of(
stringFieldWithConstraint,
byteFieldWithConstraint,
numericFieldWithConstraint,
bigNumericFieldWithConstraint);
StandardTableDefinition tableDefinition =
StandardTableDefinition.newBuilder().setSchema(schema).build();
Table createdTable = bigquery.create(TableInfo.of(tableId, tableDefinition));
assertNotNull(createdTable);
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertEquals(schema, remoteTable.<StandardTableDefinition>getDefinition().getSchema());
bigquery.delete(tableId);
}
@Test
public void testCreateAndUpdateTableWithPolicyTags() throws IOException {
// Set up policy tags in the datacatalog service
try (PolicyTagManagerClient policyTagManagerClient = PolicyTagManagerClient.create()) {
CreateTaxonomyRequest createTaxonomyRequest =
CreateTaxonomyRequest.newBuilder()
.setParent(String.format("projects/%s/locations/%s", PROJECT_ID, "us"))
.setTaxonomy(
Taxonomy.newBuilder()
.setDisplayName("testing taxonomy")
.setDescription("taxonomy created for integration tests")
.addActivatedPolicyTypes(PolicyType.FINE_GRAINED_ACCESS_CONTROL)
.build())
.build();
Taxonomy taxonomyResponse = policyTagManagerClient.createTaxonomy(createTaxonomyRequest);
String taxonomyId = taxonomyResponse.getName();
CreatePolicyTagRequest createPolicyTagRequest =
CreatePolicyTagRequest.newBuilder()
.setParent(taxonomyId)
.setPolicyTag(PolicyTag.newBuilder().setDisplayName("ExamplePolicyTag").build())
.build();
PolicyTag policyTagResponse = policyTagManagerClient.createPolicyTag(createPolicyTagRequest);
String policyTagId = policyTagResponse.getName();
PolicyTags policyTags =
PolicyTags.newBuilder().setNames(ImmutableList.of(policyTagId)).build();
Field stringFieldWithPolicy =
Field.newBuilder("StringFieldWithPolicy", LegacySQLTypeName.STRING)
.setMode(Field.Mode.NULLABLE)
.setDescription("field has a policy")
.setPolicyTags(policyTags)
.build();
Schema policySchema =
Schema.of(STRING_FIELD_SCHEMA, stringFieldWithPolicy, INTEGER_FIELD_SCHEMA);
// Test: Amend an existing schema with a policy tag.
String tableNameForUpdate = "test_update_table_policytags";
TableId tableIdForUpdate = TableId.of(DATASET, tableNameForUpdate);
TableInfo tableInfo =
TableInfo.newBuilder(tableIdForUpdate, StandardTableDefinition.of(TABLE_SCHEMA))
.setDescription("policy tag update test table")
.build();
Table createdTableForUpdate = bigquery.create(tableInfo);
assertNotNull(createdTableForUpdate);
Schema schema = createdTableForUpdate.getDefinition().getSchema();
FieldList fields = schema.getFields();
// Create a new schema adding the current fields, plus the new policy tag field
List<Field> fieldList = new ArrayList<>();
for (Field field : fields) {
fieldList.add(field);
}
fieldList.add(stringFieldWithPolicy);
Schema updatedSchemaWithPolicyTag = Schema.of(fieldList);
Table updatedTable =
createdTableForUpdate
.toBuilder()
.setDefinition(StandardTableDefinition.of(updatedSchemaWithPolicyTag))
.build();
updatedTable.update();
Table remoteUpdatedTable = bigquery.getTable(DATASET, tableNameForUpdate);
assertEquals(
updatedSchemaWithPolicyTag,
remoteUpdatedTable.<StandardTableDefinition>getDefinition().getSchema());
bigquery.delete(tableIdForUpdate);
// Test: Create a new table with a policy tag defined.
String tableName = "test_create_table_policytags";
TableId tableId = TableId.of(DATASET, tableName);
StandardTableDefinition tableDefinition =
StandardTableDefinition.newBuilder().setSchema(policySchema).build();
Table createdTable = bigquery.create(TableInfo.of(tableId, tableDefinition));
assertNotNull(createdTable);
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertEquals(policySchema, remoteTable.<StandardTableDefinition>getDefinition().getSchema());
bigquery.delete(tableId);
// Clean up policy tags
policyTagManagerClient.deletePolicyTag(policyTagId);
policyTagManagerClient.deleteTaxonomy(taxonomyId);
}
}
@Test
public void testCreateAndGetTable() {
String tableName = "test_create_and_get_table";
TableId tableId = TableId.of(DATASET, tableName);
TimePartitioning partitioning = TimePartitioning.of(Type.DAY);
Clustering clustering =
Clustering.newBuilder().setFields(ImmutableList.of(STRING_FIELD_SCHEMA.getName())).build();
StandardTableDefinition tableDefinition =
StandardTableDefinition.newBuilder()
.setSchema(TABLE_SCHEMA)
.setTimePartitioning(partitioning)
.setClustering(clustering)
.build();
Table createdTable = bigquery.create(TableInfo.of(tableId, tableDefinition));
assertNotNull(createdTable);
assertEquals(DATASET, createdTable.getTableId().getDataset());
assertEquals(tableName, createdTable.getTableId().getTable());
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertNotNull(remoteTable);
assertTrue(remoteTable.getDefinition() instanceof StandardTableDefinition);
assertEquals(createdTable.getTableId(), remoteTable.getTableId());
assertEquals(TableDefinition.Type.TABLE, remoteTable.getDefinition().getType());
assertEquals(TABLE_SCHEMA, remoteTable.getDefinition().getSchema());
assertNotNull(remoteTable.getCreationTime());
assertNotNull(remoteTable.getLastModifiedTime());
assertNotNull(remoteTable.<StandardTableDefinition>getDefinition().getNumBytes());
assertNotNull(remoteTable.<StandardTableDefinition>getDefinition().getNumLongTermBytes());
assertNotNull(remoteTable.<StandardTableDefinition>getDefinition().getNumRows());
assertEquals(
partitioning, remoteTable.<StandardTableDefinition>getDefinition().getTimePartitioning());
assertEquals(clustering, remoteTable.<StandardTableDefinition>getDefinition().getClustering());
assertTrue(remoteTable.delete());
}
@Test
public void testCreateAndGetTableWithSelectedField() {
String tableName = "test_create_and_get_selected_fields_table";
TableId tableId = TableId.of(DATASET, tableName);
StandardTableDefinition tableDefinition = StandardTableDefinition.of(TABLE_SCHEMA);
Table createdTable =
bigquery.create(
TableInfo.newBuilder(tableId, tableDefinition)
.setLabels(Collections.singletonMap("a", "b"))
.build());
assertNotNull(createdTable);
assertEquals(DATASET, createdTable.getTableId().getDataset());
assertEquals(tableName, createdTable.getTableId().getTable());
Table remoteTable =
bigquery.getTable(
DATASET, tableName, TableOption.fields(TableField.CREATION_TIME, TableField.LABELS));
assertNotNull(remoteTable);
assertTrue(remoteTable.getDefinition() instanceof StandardTableDefinition);
assertEquals(createdTable.getTableId(), remoteTable.getTableId());
assertEquals(TableDefinition.Type.TABLE, remoteTable.getDefinition().getType());
assertThat(remoteTable.getLabels()).containsExactly("a", "b");
assertNotNull(remoteTable.getCreationTime());
assertNull(remoteTable.getDefinition().getSchema());
assertNull(remoteTable.getLastModifiedTime());
assertNull(remoteTable.<StandardTableDefinition>getDefinition().getNumBytes());
assertNull(remoteTable.<StandardTableDefinition>getDefinition().getNumLongTermBytes());
assertNull(remoteTable.<StandardTableDefinition>getDefinition().getNumRows());
assertNull(remoteTable.<StandardTableDefinition>getDefinition().getTimePartitioning());
assertNull(remoteTable.<StandardTableDefinition>getDefinition().getClustering());
assertTrue(remoteTable.delete());
}
@Test
public void testCreateExternalTable() throws InterruptedException {
String tableName = "test_create_external_table";
TableId tableId = TableId.of(DATASET, tableName);
ExternalTableDefinition externalTableDefinition =
ExternalTableDefinition.of(
"gs://" + BUCKET + "/" + JSON_LOAD_FILE, TABLE_SCHEMA, FormatOptions.json());
TableInfo tableInfo = TableInfo.of(tableId, externalTableDefinition);
Table createdTable = bigquery.create(tableInfo);
assertNotNull(createdTable);
assertEquals(DATASET, createdTable.getTableId().getDataset());
assertEquals(tableName, createdTable.getTableId().getTable());
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertNotNull(remoteTable);
assertTrue(remoteTable.getDefinition() instanceof ExternalTableDefinition);
assertEquals(createdTable.getTableId(), remoteTable.getTableId());
assertEquals(TABLE_SCHEMA, remoteTable.getDefinition().getSchema());
QueryJobConfiguration config =
QueryJobConfiguration.newBuilder(
"SELECT TimestampField, StringField, IntegerArrayField, BooleanField FROM "
+ DATASET
+ "."
+ tableName)
.setDefaultDataset(DatasetId.of(DATASET))
.setUseLegacySql(true)
.build();
TableResult result = bigquery.query(config);
long integerValue = 0;
int rowCount = 0;
for (FieldValueList row : result.getValues()) {
FieldValue timestampCell = row.get(0);
assertEquals(timestampCell, row.get("TimestampField"));
FieldValue stringCell = row.get(1);
assertEquals(stringCell, row.get("StringField"));
FieldValue integerCell = row.get(2);
assertEquals(integerCell, row.get("IntegerArrayField"));
FieldValue booleanCell = row.get(3);
assertEquals(booleanCell, row.get("BooleanField"));
assertEquals(FieldValue.Attribute.PRIMITIVE, timestampCell.getAttribute());
assertEquals(FieldValue.Attribute.PRIMITIVE, stringCell.getAttribute());
assertEquals(FieldValue.Attribute.PRIMITIVE, integerCell.getAttribute());
assertEquals(FieldValue.Attribute.PRIMITIVE, booleanCell.getAttribute());
assertEquals(1408452095220000L, timestampCell.getTimestampValue());
assertEquals("stringValue", stringCell.getStringValue());
assertEquals(integerValue, integerCell.getLongValue());
assertEquals(false, booleanCell.getBooleanValue());
integerValue = ~integerValue & 0x1;
rowCount++;
}
assertEquals(4, rowCount);
assertTrue(remoteTable.delete());
}
@Test
public void testCreateViewTable() throws InterruptedException {
String tableName = "test_create_view_table";
TableId tableId = TableId.of(DATASET, tableName);
ViewDefinition viewDefinition =
ViewDefinition.newBuilder(
String.format(
"SELECT TimestampField, StringField, BooleanField FROM %s.%s",
DATASET, TABLE_ID.getTable()))
.setUseLegacySql(true)
.build();
TableInfo tableInfo = TableInfo.of(tableId, viewDefinition);
Table createdTable = bigquery.create(tableInfo);
assertNotNull(createdTable);
assertEquals(DATASET, createdTable.getTableId().getDataset());
assertEquals(tableName, createdTable.getTableId().getTable());
Table remoteTable = bigquery.getTable(DATASET, tableName);
assertNotNull(remoteTable);
assertEquals(createdTable.getTableId(), remoteTable.getTableId());
assertTrue(remoteTable.getDefinition() instanceof ViewDefinition);
assertEquals(VIEW_SCHEMA, remoteTable.getDefinition().getSchema());
QueryJobConfiguration config =
QueryJobConfiguration.newBuilder("SELECT * FROM " + tableName)
.setDefaultDataset(DatasetId.of(DATASET))
.setUseLegacySql(true)
.build();
TableResult result = bigquery.query(config);
int rowCount = 0;
for (FieldValueList row : result.getValues()) {
FieldValue timestampCell = row.get(0);
assertEquals(timestampCell, row.get("TimestampField"));
FieldValue stringCell = row.get(1);
assertEquals(stringCell, row.get("StringField"));
FieldValue booleanCell = row.get(2);
assertEquals(booleanCell, row.get("BooleanField"));
assertEquals(FieldValue.Attribute.PRIMITIVE, timestampCell.getAttribute());
assertEquals(FieldValue.Attribute.PRIMITIVE, stringCell.getAttribute());
assertEquals(FieldValue.Attribute.PRIMITIVE, booleanCell.getAttribute());
assertEquals(1408452095220000L, timestampCell.getTimestampValue());
assertEquals("stringValue", stringCell.getStringValue());
assertEquals(false, booleanCell.getBooleanValue());
rowCount++;
}
assertEquals(2, rowCount);
assertTrue(remoteTable.delete());
}