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https://issues.apache.org/jira/browse/BEAM-625?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Konstantinos Katsiapis resolved BEAM-625.
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This is fixed as of Google Cloud Dataflow 0.4.2
https://cloud.google.com/dataflow/release-notes/release-notes-python#042
> Make Dataflow Python Materialized PCollection representation more efficient
> ---------------------------------------------------------------------------
>
> Key: BEAM-625
> URL: https://issues.apache.org/jira/browse/BEAM-625
> Project: Beam
> Issue Type: Improvement
> Components: sdk-py
> Reporter: Konstantinos Katsiapis
> Assignee: Frances Perry
> Fix For: 0.3.0-incubating
>
>
> This will be a several step process which will involve adding better support
> for compression as well as Avro.
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