[ML] Delete unused data frame analytics state#50243
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dimitris-athanasiou merged 2 commits intoelastic:masterfrom Dec 17, 2019
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This commit adds removal of unused data frame analytics state from the _delete_expired_data API (and in extend th ML daily maintenance task). At the moment the potential state docs include the progress document and state for regression and classification analyses.
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davidkyle
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Dec 17, 2019
| public static final ParseField TRAINING_PERCENT = new ParseField("training_percent"); | ||
| public static final ParseField RANDOMIZE_SEED = new ParseField("randomize_seed"); | ||
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| private static final String STATE_DOC_ID_SUFFIX = "_classification_state#1"; |
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Should the suffix have the #1 attached, it feels like thats a number that will change
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I also thought about this. We currently handle just a single doc. But we can fix this if and when we switch to handling state split over multiple docs.
| assertInferenceModelPersisted(jobId); | ||
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| // Delete the config straight from the config index | ||
| DeleteResponse deleteResponse = client().prepareDelete(".ml-config", DataFrameAnalyticsConfig.documentId(jobId)) |
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Why delete the config? Does DeleteExpiredDataAction require the config to be deleted
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Yes, for the state to become "unused", ie. there is no job owning those state docs.
dimitris-athanasiou
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Dec 17, 2019
This commit adds removal of unused data frame analytics state from the _delete_expired_data API (and in extend th ML daily maintenance task). At the moment the potential state docs include the progress document and state for regression and classification analyses. Backport of elastic#50243
dimitris-athanasiou
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Dec 18, 2019
This commit adds removal of unused data frame analytics state from the _delete_expired_data API (and in extend th ML daily maintenance task). At the moment the potential state docs include the progress document and state for regression and classification analyses. Backport of #50243
SivagurunathanV
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Jan 23, 2020
This commit adds removal of unused data frame analytics state from the _delete_expired_data API (and in extend th ML daily maintenance task). At the moment the potential state docs include the progress document and state for regression and classification analyses.
This was referenced Feb 3, 2020
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This commit adds removal of unused data frame analytics state
from the _delete_expired_data API (and in extend th ML daily
maintenance task). At the moment the potential state docs
include the progress document and state for regression and
classification analyses.