[ML] Force time shift integration test #111620
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…#110582) DO NOT MERGE THIS INTO `main`! This PR enables the storage of data and configuration of an anomaly detection job in files so it can be reproduced using the `autodetect` process without Elasticsearch. To enable the storage, specify `keep_job_data` parameter in the `custom_settings` parameter of the job config: ```json "custom_settings": { "keep_job_data": "true" } ``` Now, start the job and watch for a log message with the autodetect command similar to the following: ```bash [2024-06-19T16:03:38,248][INFO ][o.e.x.m.j.p.a.NativeAutodetectProcessFactory] [Elastic-MBP.fritz.box] Autodetect process command: [./autodetect, --lengthEncodedInput, --maxAnomalyRecords=500, --validElasticLicenseKeyConfirmed=true, --config=/var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/config10764979302390040373.json, --logPipe=/var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/autodetect_test-2_log_45530, --input=/var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/autodetect_test-2_input_45530, --inputIsPipe, --output=/var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/autodetect_test-2_output_45530, --outputIsPipe, --persist=/var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/autodetect_test-2_persist_45530, --persistIsPipe, --namedPipeConnectTimeout=10] ``` and ```bash [2024-06-19T15:29:08,640][INFO ][o.e.x.m.p.w.LengthEncodedWriter] Opening file: /var/folders/_j/gcj6z4b950bdzpw7_fzrmpf40000gn/T/elasticsearch-12668972032551307591/autodetect_test-2_input_45530 for writing. ``` Copy the config file, the persist file from the first message, and the input file from the second message.
…force-time-shift-it
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davidkyle
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...ode-tests/src/javaRestTest/java/org/elasticsearch/xpack/ml/integration/DetectionRulesIT.java
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…ava/org/elasticsearch/xpack/ml/integration/DetectionRulesIT.java Co-authored-by: David Kyle <[email protected]>
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* upstream/main: (22 commits) Prune changelogs after 8.15.0 release Bump versions after 8.15.0 release EIS integration (elastic#111154) Skip LOOKUP/INLINESTATS cases unless on snapshot (elastic#111755) Always enforce strict role validation (elastic#111056) Mute org.elasticsearch.xpack.esql.analysis.VerifierTests testUnsupportedAndMultiTypedFields elastic#111753 [ML] Force time shift integration test (elastic#111620) ESQL: Add tests for sort, where with unsupported type (elastic#111737) [ML] Force time shift documentation (elastic#111668) Fix remote cluster credential secure settings reload (elastic#111535) ESQL: Fix for overzealous validation in case of invalid mapped fields (elastic#111475) Pass allow security manager flag in gradle test policy setup plugin (elastic#111725) Rename streamContent/Separator to bulkContent/Separator (elastic#111716) Mute org.elasticsearch.tdigest.ComparisonTests testSparseGaussianDistribution elastic#111721 Remove 8.14 from branches.json Only emit product origin in deprecation log if present (elastic#111683) Forward port release notes for v8.15.0 (elastic#111714) [ES|QL] Combine Disjunctive CIDRMatch (elastic#111501) ESQL: Remove qualifier from attrs (elastic#110581) Force using the last centroid during merging (elastic#111644) ... # Conflicts: # server/src/main/java/org/elasticsearch/TransportVersions.java # x-pack/plugin/inference/src/main/java/org/elasticsearch/xpack/inference/InferenceNamedWriteablesProvider.java
cbuescher
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Sep 4, 2024
This PR adds an integration test to verify that the force_time_shift detection rule works as expected.
davidkyle
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Sep 5, 2024
This PR adds an integration test to verify that the force_time_shift detection rule works as expected.
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This PR adds an integration test to verify that the
force_time_shiftdetection rule works as expected.