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Release standardized dataframe after its saving in the combined job #1968

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benedeki opened this issue Nov 2, 2021 · 1 comment · Fixed by #1969
Closed

Release standardized dataframe after its saving in the combined job #1968

benedeki opened this issue Nov 2, 2021 · 1 comment · Fixed by #1969
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Conformance Conformance Job affected feature New feature priority: high Critical to the health of the project Standardization Standardization Job affected

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benedeki commented Nov 2, 2021

Background

When running Standardization and Conformance in one go, the standardized data remain cached even when already in conformance phase of processing.

Feature

Release standardized dataframe after its saving in the combined job

Proposed Solution [Optional]

User DataFrame.unpersist() method.
@benedeki benedeki added feature New feature Conformance Conformance Job affected Standardization Standardization Job affected priority: high Critical to the health of the project labels Nov 2, 2021
@benedeki benedeki self-assigned this Nov 2, 2021
benedeki added a commit that referenced this issue Nov 2, 2021
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#1968: Release standardized dataframe after its saving in the combine…
f01c74a 
…d job

* added unpersist after Standardization in` StandardizationAndConformanceJob.scala`
@benedeki benedeki mentioned this issue Nov 2, 2021
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benedeki added a commit that referenced this issue Nov 2, 2021
@benedeki
#1968: Release standardized dataframe after its saving in the combine…
d204bf8 
…d job (#1969)

* added unpersist after Standardization in` StandardizationAndConformanceJob.scala`
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benedeki commented Nov 3, 2021

Release notes:
Releasing cached standardization data after its phase in the combined Standardization&Conformance job, reducing its memory requirement.

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Conformance Conformance Job affected feature New feature priority: high Critical to the health of the project Standardization Standardization Job affected
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#1968: Release standardized dataframe after its saving in the combined AbsaOSS/enceladus
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