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https://issues.apache.org/jira/browse/BEAM-13314?focusedWorklogId=738931&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-738931
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ASF GitHub Bot logged work on BEAM-13314:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 09/Mar/22 16:44
Start Date: 09/Mar/22 16:44
Worklog Time Spent: 10m
Work Description: AnandInguva commented on a change in pull request
#16938:
URL: https://github.com/apache/beam/pull/16938#discussion_r822860188
##########
File path: website/www/site/content/en/documentation/runtime/environments.md
##########
@@ -171,6 +171,49 @@ creates a Java 8 SDK image with appropriate licenses in
`/opt/apache/beam/third_
By default, no licenses/notices are added to the docker images.
+#### Build an existing container image to make it compatible with Apache Beam
Runners {#modify-existing-base-image}
+Beam offers a way to take a Beam container image and customize it. But if you
have an existing base image to be compatible with Apache Beam Runners, use a
[multi-stage
build](https://docs.docker.com/develop/develop-images/multistage-build/)
process to copy over the necessary artifacts from a default Apache Beam base
image and provide your custom container image.
+
+
+1. Copy necessary artifacts from Apache Beam base image to your image.
+ ```
+ # This can be any container image,
+ FROM python:3.8-slim
+
+ # Install SDK. (needed for Python SDK)
+ RUN pip install --no-cache-dir apache-beam[gcp]==2.25.0
Review comment:
Yes, expansion of ARGS in --from is not supported in Docker. Hence
moving forward with the current instructions
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Issue Time Tracking
-------------------
Worklog Id: (was: 738931)
Time Spent: 3h 40m (was: 3.5h)
> Revise recommendations to manage Python pipeline dependencies.
> ---------------------------------------------------------------
>
> Key: BEAM-13314
> URL: https://issues.apache.org/jira/browse/BEAM-13314
> Project: Beam
> Issue Type: Improvement
> Components: sdk-py-core, website
> Reporter: Valentyn Tymofieiev
> Assignee: Anand Inguva
> Priority: P2
> Labels: usability
> Time Spent: 3h 40m
> Remaining Estimate: 0h
>
> The page
> https://beam.apache.org/documentation/sdks/python-pipeline-dependencies/
> recommends managing Python dependencies via requirements files.
> This approach is currently inefficient in light of introduction and adoption
> of PEP-517 by some packages, see:
> https://lists.apache.org/thread/trljnxo39c0cmff790yff3h8n5okqt3q and the
> rest of the thread, and does not mention Custom Containers or SDK prebuilding
> workflows.
>
> We should revise it and document best practices.
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