You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@beam.apache.org by "Eugene Kirpichov (JIRA)" <ji...@apache.org> on 2017/12/11 17:06:00 UTC
[jira] [Created] (BEAM-3323) Create a generator of
finite-but-unbounded PCollection's for integration testing
Eugene Kirpichov created BEAM-3323:
--------------------------------------
Summary: Create a generator of finite-but-unbounded PCollection's for integration testing
Key: BEAM-3323
URL: https://issues.apache.org/jira/browse/BEAM-3323
Project: Beam
Issue Type: New Feature
Components: sdk-java-core
Reporter: Eugene Kirpichov
Assignee: Kenneth Knowles
Several IOs have features that exhibit nontrivial behavior when writing unbounded PCollection's - e.g. WriteFiles with windowed writes; BigQueryIO. We need to be able to write integration tests for these features.
Currently we have two ways to generate an unbounded PCollection without reading from a real-world external streaming system such as pubsub or kafka:
1) TestStream, which only works in direct runner - sufficient for some tests but not all: definitely not sufficient for large-scale tests or for tests that need to interact with a real instance of the external system (e.g. BigQueryIO). It is also quite verbose to use.
2) GenerateSequence.from(0) without a .to(), which returns an infinite amount of data.
GenerateSequence.from(a).to(b) returns a finite amount of data, but returns it as a bounded PCollection, and doesn't report the watermark.
I think the right thing to do here, for now, is to make GenerateSequence.from(a).to(b) have an option (e.g. ".asUnbounded()", where it will return an unbounded PCollection, go through UnboundedSource (or potentially via SDF in runners that support it), and track the watermark properly (or via a configurable watermark fn).
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)