[
https://issues.apache.org/jira/browse/BEAM-3060?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16271616#comment-16271616
]
ASF GitHub Bot commented on BEAM-3060:
--------------------------------------
jkff commented on a change in pull request #4189: [BEAM-3060] add TFRecordIOIT
URL: https://github.com/apache/beam/pull/4189#discussion_r153928262
##########
File path:
sdks/java/io/file-based-io-tests/src/test/java/org/apache/beam/sdk/io/tfrecord/TFRecordIOIT.java
##########
@@ -0,0 +1,133 @@
+/*
+ * 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.io.tfrecord;
+
+import static org.apache.beam.sdk.io.Compression.AUTO;
+
+import java.text.ParseException;
+import org.apache.beam.sdk.io.Compression;
+import org.apache.beam.sdk.io.GenerateSequence;
+import org.apache.beam.sdk.io.TFRecordIO;
+import org.apache.beam.sdk.io.common.AbstractFileBasedIOIT;
+import org.apache.beam.sdk.io.common.HashingFn;
+import org.apache.beam.sdk.io.common.IOTestPipelineOptions;
+import org.apache.beam.sdk.testing.PAssert;
+import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.Combine;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.MapElements;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SimpleFunction;
+import org.apache.beam.sdk.transforms.View;
+import org.apache.beam.sdk.values.PCollection;
+import org.junit.BeforeClass;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+/**
+ * Integration tests for {@link org.apache.beam.sdk.io.TFRecordIO}.
+ *
+ * <p>Run this test using the command below. Pass in connection information
via PipelineOptions:
+ * <pre>
+ * mvn -e -Pio-it verify -pl sdks/java/io/file-based-io-tests
+ * -Dit.test=org.apache.beam.sdk.io.tfrecord.TFRecordIOIT
+ * -DintegrationTestPipelineOptions='[
+ * "--numberOfRecords=100000",
+ * "--filenamePrefix=FILEBASEDIOIT"
Review comment:
This would not actually be a valid prefix, right? It should be a real path,
e.g. `gs://some-bucket/output`?
----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
For queries about this service, please contact Infrastructure at:
[email protected]
> Add performance tests for commonly used file-based I/O PTransforms
> ------------------------------------------------------------------
>
> Key: BEAM-3060
> URL: https://issues.apache.org/jira/browse/BEAM-3060
> Project: Beam
> Issue Type: Test
> Components: sdk-java-core
> Reporter: Chamikara Jayalath
> Assignee: Szymon Nieradka
>
> We recently added a performance testing framework [1] that can be used to do
> following.
> (1) Execute Beam tests using PerfkitBenchmarker
> (2) Manage Kubernetes-based deployments of data stores.
> (3) Easily publish benchmark results.
> I think it will be useful to add performance tests for commonly used
> file-based I/O PTransforms using this framework. I suggest looking into
> following formats initially.
> (1) AvroIO
> (2) TextIO
> (3) Compressed text using TextIO
> (4) TFRecordIO
> It should be possibly to run these tests for various Beam runners (Direct,
> Dataflow, Flink, Spark, etc.) and file-systems (GCS, local, HDFS, etc.)
> easily.
> In the initial version, tests can be made manually triggerable for PRs
> through Jenkins. Later, we could make some of these tests run periodically
> and publish benchmark results (to BigQuery) through PerfkitBenchmarker.
> [1] https://beam.apache.org/documentation/io/testing/
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)
