[ML] Store anomaly detection config file and input on demand#110582
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valeriy42 merged 10 commits intoelastic:record-anomaly-detection-messagesfrom Jul 8, 2024
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[ML] Store anomaly detection config file and input on demand#110582valeriy42 merged 10 commits intoelastic:record-anomaly-detection-messagesfrom
valeriy42 merged 10 commits intoelastic:record-anomaly-detection-messagesfrom
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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.
valeriy42
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Jul 24, 2024
…lastic#110582)" This reverts commit fd996be.
valeriy42
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Aug 6, 2024
…#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.
valeriy42
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Aug 6, 2024
…lastic#110582)" This reverts commit 133c7f5.
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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
autodetectprocess without Elasticsearch.To enable the storage, specify
keep_job_dataparameter in thecustom_settingsparameter of the job config:Now, start the job and watch for a log message with the autodetect command similar to the following:
and
[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.