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https://issues.apache.org/jira/browse/BEAM-7721?focusedWorklogId=288844&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-288844
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ASF GitHub Bot logged work on BEAM-7721:
----------------------------------------
Author: ASF GitHub Bot
Created on: 05/Aug/19 10:37
Start Date: 05/Aug/19 10:37
Worklog Time Spent: 10m
Work Description: mwalenia commented on pull request #9041: [BEAM-7721]
Add a new module with BigQuery IO Read performance test
URL: https://github.com/apache/beam/pull/9041#discussion_r310541069
##########
File path:
sdks/java/io/bigquery-io-perf-tests/src/test/java/org/apache/beam/sdk/bigqueryioperftests/BigQueryIOReadPerformanceIT.java
##########
@@ -0,0 +1,205 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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 org.apache.beam.sdk.bigqueryioperftests;
+
+import com.google.api.services.bigquery.model.TableFieldSchema;
+import com.google.api.services.bigquery.model.TableRow;
+import com.google.api.services.bigquery.model.TableSchema;
+import com.google.cloud.Timestamp;
+import com.google.cloud.bigquery.BigQuery;
+import com.google.cloud.bigquery.BigQuery.TableOption;
+import com.google.cloud.bigquery.BigQueryOptions;
+import com.google.cloud.bigquery.Table;
+import com.google.cloud.bigquery.TableId;
+import java.io.IOException;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.UUID;
+import java.util.function.Function;
+import org.apache.beam.sdk.Pipeline;
+import org.apache.beam.sdk.PipelineResult;
+import org.apache.beam.sdk.io.Read;
+import org.apache.beam.sdk.io.common.IOITHelper;
+import org.apache.beam.sdk.io.common.IOTestPipelineOptions;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO;
+import org.apache.beam.sdk.io.synthetic.SyntheticBoundedSource;
+import org.apache.beam.sdk.io.synthetic.SyntheticOptions;
+import org.apache.beam.sdk.io.synthetic.SyntheticSourceOptions;
+import org.apache.beam.sdk.options.Description;
+import org.apache.beam.sdk.options.Validation;
+import org.apache.beam.sdk.options.ValueProvider;
+import org.apache.beam.sdk.testutils.NamedTestResult;
+import org.apache.beam.sdk.testutils.metrics.IOITMetrics;
+import org.apache.beam.sdk.testutils.metrics.MetricsReader;
+import org.apache.beam.sdk.testutils.metrics.TimeMonitor;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.values.KV;
+import org.junit.AfterClass;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+/**
+ * A performance test of {@link
org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO}.
+ *
+ * <p>Usage:
+ *
+ * <pre>
+ * ./gradlew integrationTest -p sdks/java/io/gcp/bigquery
-DintegrationTestPipelineOptions='[
+ * "--bigQuerySourceDataset=source-dataset",
+ * "--bigQuerySourceTable=source-table",
+ * "--bigQueryDataset=metrics-dataset",
+ * "--bigQueryTable=metrics-table",
+ * "--sourceOptions={"numRecords":"1000", "keySize":1, valueSize:"1024"}
+ * }"]'
+ * --tests org.apache.beam.sdk.io.gcp.bigQuery.BigQueryIOReadPerformanceIT
+ * -DintegrationTestRunner=direct
+ * </pre>
+ */
+@RunWith(JUnit4.class)
+public class BigQueryIOReadPerformanceIT {
+ private static final String NAMESPACE =
BigQueryIOReadPerformanceIT.class.getName();
+ private static String bigQueryMetricsTable;
+ private static String bigQueryMetricsDataset;
+ private static String bigQuerySourceDataset;
+ private static String bigQuerySourceTable;
+ private static SyntheticSourceOptions sourceOptions;
+ private static String tableQualifier;
+ private static String tempRoot;
+ private static BigQueryPerfTestOptions options;
+ private static final String TEST_ID = UUID.randomUUID().toString();
+ private static final String TEST_TIMESTAMP = Timestamp.now().toString();
+
+ /** Options for this io performance test. */
+ public interface BigQueryPerfTestOptions extends IOTestPipelineOptions {
+ @Description("Synthetic source options")
+ @Validation.Required
+ String getSourceOptions();
+
+ void setSourceOptions(String value);
+
+ @Description("BQ dataset with source data")
+ String getBigQuerySourceDataset();
+
+ void setBigQuerySourceDataset(String dataset);
+
+ @Description("BQ table with source data")
+ String getBigQuerySourceTable();
+
+ void setBigQuerySourceTable(String table);
+ }
+
+ @BeforeClass
+ public static void setup() throws IOException {
+ options =
IOITHelper.readIOTestPipelineOptions(BigQueryPerfTestOptions.class);
+ tempRoot = options.getTempRoot();
+ sourceOptions =
+ SyntheticOptions.fromJsonString(options.getSourceOptions(),
SyntheticSourceOptions.class);
+ bigQueryMetricsDataset = options.getBigQueryDataset();
+ bigQueryMetricsTable = options.getBigQueryTable();
+ bigQuerySourceDataset = options.getBigQuerySourceDataset();
+ bigQuerySourceTable = options.getBigQuerySourceTable();
+ BigQueryOptions bigQueryOptions = BigQueryOptions.newBuilder().build();
+ tableQualifier =
+ String.format(
+ "%s:%s.%s", bigQueryOptions.getProjectId(), bigQuerySourceDataset,
bigQuerySourceTable);
+ if (!checkForSourceTable()) {
+ createAndFillSourceTable();
+ }
+ }
+
+ @AfterClass
+ public static void tearDown() {
+ BigQueryOptions options = BigQueryOptions.newBuilder().build();
+ BigQuery client = options.getService();
+ TableId tableId =
+ TableId.of(options.getProjectId(), bigQuerySourceDataset,
bigQuerySourceTable);
+ client.delete(tableId);
+ }
+
+ private static void createAndFillSourceTable() {
+
+ Pipeline pipeline = Pipeline.create();
+
+ pipeline
+ .apply("Read from source", Read.from(new
SyntheticBoundedSource(sourceOptions)))
+ .apply("Map records", ParDo.of(new MapKVToV()))
+ .apply(
+ "Write to BQ",
+ BigQueryIO.<byte[]>write()
+ .to(tableQualifier)
+ .withFormatFunction(
+ input -> {
+ TableRow tableRow = new TableRow();
+ tableRow.set("data", input);
+ return tableRow;
+ })
+
.withCustomGcsTempLocation(ValueProvider.StaticValueProvider.of(tempRoot))
+ .withSchema(
+ new TableSchema()
+ .setFields(
+ Collections.singletonList(
+ new
TableFieldSchema().setName("data").setType("BYTES")))));
+ pipeline.run().waitUntilFinish();
+ }
+
+ private static boolean checkForSourceTable() {
+ BigQueryOptions options = BigQueryOptions.newBuilder().build();
+ BigQuery client = options.getService();
+ TableId tableId =
+ TableId.of(options.getProjectId(), bigQuerySourceDataset,
bigQuerySourceTable);
+ Table sourceTable = client.getTable(tableId,
TableOption.fields(BigQuery.TableField.TYPE));
+ return sourceTable != null;
+ }
+
+ @Test
+ public void testRead() {
+ Pipeline pipeline = Pipeline.create(options);
+ pipeline
+ .apply("Read from BQ", BigQueryIO.readTableRows().from(tableQualifier))
+ .apply("Gather time", ParDo.of(new TimeMonitor<>(NAMESPACE,
"read_time")));
+ PipelineResult result = pipeline.run();
+ result.waitUntilFinish();
+ Collection<NamedTestResult> testResults =
extractReadMetrics(getMetricSupplier(), result);
Review comment:
Good point, I changed it. Is it what you had in mind?
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Issue Time Tracking
-------------------
Worklog Id: (was: 288844)
Time Spent: 2h 50m (was: 2h 40m)
> Measure throughput in BigQueryIO read in Java
> ---------------------------------------------
>
> Key: BEAM-7721
> URL: https://issues.apache.org/jira/browse/BEAM-7721
> Project: Beam
> Issue Type: Improvement
> Components: testing
> Reporter: Michal Walenia
> Assignee: Michal Walenia
> Priority: Major
> Time Spent: 2h 50m
> Remaining Estimate: 0h
>
> Collect bytes/time metric in BQ read tests in Java SDK
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