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YARN-11610. [Federation] Add WeightedHomePolicyManager. #6256

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merged 5 commits into from
Nov 19, 2023

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@slfan1989 slfan1989 commented Nov 5, 2023

Description of PR

JIRA: YARN-11610. [Federation] Add WeightedHomePolicyManager.

The current version of YARN Federation supports cross-cluster allocation of containers, but this feature is not yet fully mature. It will be a key focus for iteration in our next version.

In our current implementation of YARN Federation, after selecting the HomeSubCluster, tasks are executed within that cluster and all containers are allocated within it. We can achieve this using the WeightedLocalityPolicyManager, but it requires extensive configuration, especially for queue amrmWeight.

To simplify usage, we have created a new PolicyManager that selects sub-clusters based on queue weights and ensures tasks are executed entirely within the chosen sub-cluster. This eliminates the need for complex configuration and provides a more user-friendly experience when using YARN Federation.

How was this patch tested?

For code changes:

  • Does the title or this PR starts with the corresponding JIRA issue id (e.g. 'HADOOP-17799. Your PR title ...')?
  • Object storage: have the integration tests been executed and the endpoint declared according to the connector-specific documentation?
  • If adding new dependencies to the code, are these dependencies licensed in a way that is compatible for inclusion under ASF 2.0?
  • If applicable, have you updated the LICENSE, LICENSE-binary, NOTICE-binary files?

@slfan1989 slfan1989 marked this pull request as draft November 5, 2023 05:53
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💔 -1 overall

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@slfan1989 slfan1989 marked this pull request as ready for review November 8, 2023 13:09
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🎊 +1 overall

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@goiri Can you help review this PR? Thank you very much!

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🎊 +1 overall

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@goiri Can you help review this PR? Thank you very much!

routerWeights.put(new SubClusterIdInfo(sc1), 0.2f);
policyInfo.setRouterPolicyWeights(routerWeights);

((WeightedHomePolicyManager) wfp).setWeightedPolicyInfo(policyInfo);
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Can we declare wfp as WeightedHomePolicyManager directly to avoid the casting around?

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Thank you very much for your help in reviewing the code! I will improve this part of the code.

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🎊 +1 overall

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🎊 +1 overall

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@slfan1989 slfan1989 merged commit 53c3ae1 into apache:trunk Nov 19, 2023
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@goiri Thank you very much for your help in reviewing the code! I will continue to follow up on YARN-11614.

jiajunmao pushed a commit to jiajunmao/hadoop-MLEC that referenced this pull request Feb 6, 2024
… Contributed by Shilun Fan.

Reviewed-by: Inigo Goiri <[email protected]>
Signed-off-by: Shilun Fan <[email protected]>
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