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Posted to issues@flink.apache.org by GitBox <gi...@apache.org> on 2020/01/11 03:39:13 UTC
[GitHub] [flink] yanghua opened a new pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
yanghua opened a new pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833
## What is the purpose of the change
*This pull request adds usage of ProcessFunctionTestHarnesses for testing documentation*
## Brief change log
- *Add usage of ProcessFunctionTestHarnesses for testing documentation*
## Verifying this change
This change is a trivial rework / code cleanup without any test coverage.
## Does this pull request potentially affect one of the following parts:
- Dependencies (does it add or upgrade a dependency): (yes / **no**)
- The public API, i.e., is any changed class annotated with `@Public(Evolving)`: (yes / **no**)
- The serializers: (yes / **no** / don't know)
- The runtime per-record code paths (performance sensitive): (yes / **no** / don't know)
- Anything that affects deployment or recovery: JobManager (and its components), Checkpointing, Yarn/Mesos, ZooKeeper: (yes / **no** / don't know)
- The S3 file system connector: (yes / **no** / don't know)
## Documentation
- Does this pull request introduce a new feature? (yes / **no**)
- If yes, how is the feature documented? (not applicable / docs / JavaDocs / **not documented**)
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[GitHub] [flink] kl0u commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-574598184
Merged
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[GitHub] [flink] flinkbot edited a comment on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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## CI report:
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[GitHub] [flink] flinkbot edited a comment on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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## CI report:
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[GitHub] [flink] kl0u commented on a change in pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on a change in pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#discussion_r366268509
##########
File path: docs/dev/stream/testing.md
##########
@@ -332,6 +332,87 @@ Many more examples for the usage of these test harnesses can be found in the Fli
<span class="label label-info">Note</span> Be aware that `AbstractStreamOperatorTestHarness` and its derived classes are currently not part of the public API and can be subject to change.
+### Unit Testing ProcessFunction
+
+The `ProcessFunction` is a widely used low-level and powerful stream processing operation, giving access to the basic building blocks of all (acyclic) streaming applications.
+Flink provides a test harness named `ProcessFunctionTestHarnesses` that can be used to test your `ProcessFunction`. Considering this example:
Review comment:
I would change this phrase to something like: "Given its importance, in addition to the previous test harnesses that can used directly to test a `ProcessFunction`, Flink provides a test harness factory named `ProcessFunctionTestHarnesses` that allows for easier test harness instantiation. Considering this example:"
Or something along these lines.
In addition, I think it should be mentioned explicitly that in order to use these methods, the user should include the previous changes in his/her `pom` file.
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[GitHub] [flink] kl0u commented on a change in pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on a change in pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#discussion_r366269977
##########
File path: docs/dev/stream/testing.zh.md
##########
@@ -332,6 +332,87 @@ Many more examples for the usage of these test harnesses can be found in the Fli
<span class="label label-info">Note</span> Be aware that `AbstractStreamOperatorTestHarness` and its derived classes are currently not part of the public API and can be subject to change.
+### Unit Testing ProcessFunction
Review comment:
Same as the comments in the English version.
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[GitHub] [flink] kl0u commented on a change in pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on a change in pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#discussion_r366266394
##########
File path: docs/dev/stream/testing.md
##########
@@ -332,6 +332,87 @@ Many more examples for the usage of these test harnesses can be found in the Fli
<span class="label label-info">Note</span> Be aware that `AbstractStreamOperatorTestHarness` and its derived classes are currently not part of the public API and can be subject to change.
+### Unit Testing ProcessFunction
Review comment:
This should be a subsection of the "Unit Testing Stateful or Timely UDFs & Custom Operators" (`####` instead of `###`) as the previous test harnesses can be used directly to test a `ProcessFunction` and the `ProcessFunctionTestHarnesses` is simply a factory with facilitation methods.
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[GitHub] [flink] yanghua commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
yanghua commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573534012
cc @aljoscha
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[GitHub] [flink] flinkbot commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573276966
Thanks a lot for your contribution to the Apache Flink project. I'm the @flinkbot. I help the community
to review your pull request. We will use this comment to track the progress of the review.
## Automated Checks
Last check on commit f4701fe75def6307564a3b533c0bc165ae6b8bab (Sat Jan 11 03:41:31 UTC 2020)
**Warnings:**
* **This pull request references an unassigned [Jira ticket](https://issues.apache.org/jira/browse/FLINK-15535).** According to the [code contribution guide](https://flink.apache.org/contributing/contribute-code.html), tickets need to be assigned before starting with the implementation work.
<sub>Mention the bot in a comment to re-run the automated checks.</sub>
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[GitHub] [flink] kl0u closed pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u closed pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833
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[GitHub] [flink] flinkbot commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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[GitHub] [flink] kl0u commented on a change in pull request #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on a change in pull request #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#discussion_r366269830
##########
File path: docs/dev/stream/testing.md
##########
@@ -332,6 +332,87 @@ Many more examples for the usage of these test harnesses can be found in the Fli
<span class="label label-info">Note</span> Be aware that `AbstractStreamOperatorTestHarness` and its derived classes are currently not part of the public API and can be subject to change.
+### Unit Testing ProcessFunction
+
+The `ProcessFunction` is a widely used low-level and powerful stream processing operation, giving access to the basic building blocks of all (acyclic) streaming applications.
+Flink provides a test harness named `ProcessFunctionTestHarnesses` that can be used to test your `ProcessFunction`. Considering this example:
+
+<div class="codetabs" markdown="1">
+<div data-lang="java" markdown="1">
+{% highlight java %}
+public static class PassThroughProcessFunction extends ProcessFunction<Integer, Integer> {
+
+ @Override
+ public void processElement(Integer value, Context ctx, Collector<Integer> out) throws Exception {
+ out.collect(value);
+ }
+}
+{% endhighlight %}
+</div>
+
+<div data-lang="scala" markdown="1">
+{% highlight scala %}
+class PassThroughProcessFunction extends ProcessFunction[Integer, Integer] {
+
+ @throws[Exception]
+ override def processElement(value: Integer, ctx: ProcessFunction[Integer, Integer]#Context, out: Collector[Integer]): Unit = {
+ out.collect(value)
+ }
+}
+{% endhighlight %}
+</div>
+</div>
+
+It is very easy to unit test such a function with `ProcessFunctionTestHarnesses` by passing suitable arguments and verifying the output.
+
+<div class="codetabs" markdown="1">
+<div data-lang="java" markdown="1">
+{% highlight java %}
+public class PassThroughProcessFunctionTest {
+
+ @Test
+ public void testPassThrough() throws Exception {
+
+ //instantiate user-defined function
+ PassThroughProcessFunction processFunction = new PassThroughProcessFunction();
+
+ // wrap user defined function into a the corresponding operator
+ OneInputStreamOperatorTestHarness<Integer, Integer> harness = ProcessFunctionTestHarnesses
+ .forProcessFunction(processFunction);
+
+ //push (timestamped) elements into the operator (and hence user defined function)
+ harness.processElement(1, 10);
+
+ //retrieve list of emitted records for assertions
+ assertEquals(harness.extractOutputValues(), Collections.singletonList(1));
+ }
+}
+{% endhighlight %}
+</div>
+
+<div data-lang="scala" markdown="1">
+{% highlight scala %}
+class PassThroughProcessFunctionTest extends FlatSpec with Matchers {
+
+ "PassThroughProcessFunction" should "forward values" in {
+
+ //instantiate user-defined function
+ val processFunction = new PassThroughProcessFunction
+
+ // wrap user defined function into a the corresponding operator
+ val harness = ProcessFunctionTestHarnesses.forProcessFunction(processFunction)
+
+ //push (timestamped) elements into the operator (and hence user defined function)
+ harness.processElement(1, 10)
+
+ //retrieve list of emitted records for assertions
+ harness.extractOutputValues() should contain (1)
+ }
+}
+{% endhighlight %}
+</div>
+</div>
+
Review comment:
Here I would add something like: "For more examples on how to use the `ProcessFunctionTestHarnesses` in order to test the different flavours of the `ProcessFunction`, e.g. `KeyedProcessFunction`, `KeyedCoProcessFunction`, `BroadcastProcessFunction`, etc, the user is encouraged to look at the `ProcessFunctionTestHarnessesTest`."
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[GitHub] [flink] flinkbot edited a comment on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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## CI report:
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[GitHub] [flink] yanghua commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
yanghua commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-574509612
@kl0u Thanks for your review. I have addressed your suggestion.
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[GitHub] [flink] flinkbot edited a comment on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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[GitHub] [flink] kl0u commented on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
kl0u commented on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-574596526
Thanks for the work @yanghua ! Merging this.
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[GitHub] [flink] flinkbot edited a comment on issue #10833:
[FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for
testing documentation
Posted by GitBox <gi...@apache.org>.
flinkbot edited a comment on issue #10833: [FLINK-15535][documentation] Add usage of ProcessFunctionTestHarnesses for testing documentation
URL: https://github.com/apache/flink/pull/10833#issuecomment-573278988
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Hash:f4701fe75def6307564a3b533c0bc165ae6b8bab Status:PENDING URL:https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4265 TriggerType:PUSH TriggerID:f4701fe75def6307564a3b533c0bc165ae6b8bab
Hash:f4701fe75def6307564a3b533c0bc165ae6b8bab Status:PENDING URL:https://travis-ci.com/flink-ci/flink/builds/143985226 TriggerType:PUSH TriggerID:f4701fe75def6307564a3b533c0bc165ae6b8bab
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## CI report:
* f4701fe75def6307564a3b533c0bc165ae6b8bab Travis: [PENDING](https://travis-ci.com/flink-ci/flink/builds/143985226) Azure: [PENDING](https://dev.azure.com/rmetzger/5bd3ef0a-4359-41af-abca-811b04098d2e/_build/results?buildId=4265)
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