From 8a09f247e30987eff89824fc007953b815670fa3 Mon Sep 17 00:00:00 2001 From: Michael Hirsch Date: Thu, 2 Jul 2020 11:35:40 -0400 Subject: [PATCH] [ML] Updates APM Module to Work with Service Maps (#70361) * updates apm integration job to work with service maps * rename apm job in setup_module test * modifies detector description Co-authored-by: Elastic Machine --- .../modules/apm_transaction/manifest.json | 16 ++++----- ...afeed_high_mean_transaction_duration.json} | 2 +- .../ml/high_mean_response_time.json | 30 ---------------- .../ml/high_mean_transaction_duration.json | 35 +++++++++++++++++++ .../apis/ml/modules/setup_module.ts | 2 +- 5 files changed, 45 insertions(+), 40 deletions(-) rename x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/{datafeed_high_mean_response_time.json => datafeed_high_mean_transaction_duration.json} (75%) delete mode 100644 x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_response_time.json create mode 100644 x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_transaction_duration.json diff --git a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json index 5e185e80a6038..f8feaef3be5f8 100644 --- a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json +++ b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/manifest.json @@ -1,29 +1,29 @@ { "id": "apm_transaction", "title": "APM", - "description": "Detect anomalies in high mean of transaction duration (ECS).", + "description": "Detect anomalies in transactions from your APM services.", "type": "Transaction data", "logoFile": "logo.json", - "defaultIndexPattern": "apm-*", + "defaultIndexPattern": "apm-*-transaction", "query": { "bool": { "filter": [ { "term": { "processor.event": "transaction" } }, - { "term": { "transaction.type": "request" } } + { "exists": { "field": "transaction.duration" } } ] } }, "jobs": [ { - "id": "high_mean_response_time", - "file": "high_mean_response_time.json" + "id": "high_mean_transaction_duration", + "file": "high_mean_transaction_duration.json" } ], "datafeeds": [ { - "id": "datafeed-high_mean_response_time", - "file": "datafeed_high_mean_response_time.json", - "job_id": "high_mean_response_time" + "id": "datafeed-high_mean_transaction_duration", + "file": "datafeed_high_mean_transaction_duration.json", + "job_id": "high_mean_transaction_duration" } ] } diff --git a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_response_time.json b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_transaction_duration.json similarity index 75% rename from x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_response_time.json rename to x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_transaction_duration.json index dc37d05d18111..d312577902f51 100644 --- a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_response_time.json +++ b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/datafeed_high_mean_transaction_duration.json @@ -7,7 +7,7 @@ "bool": { "filter": [ { "term": { "processor.event": "transaction" } }, - { "term": { "transaction.type": "request" } } + { "exists": { "field": "transaction.duration.us" } } ] } } diff --git a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_response_time.json b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_response_time.json deleted file mode 100644 index f6c230a6792fb..0000000000000 --- a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_response_time.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "job_type": "anomaly_detector", - "groups": [ - "apm" - ], - "description": "Detect anomalies in high mean of transaction duration", - "analysis_config": { - "bucket_span": "15m", - "detectors": [ - { - "detector_description": "high_mean(\"transaction.duration.us\")", - "function": "high_mean", - "field_name": "transaction.duration.us" - } - ], - "influencers": [] - }, - "analysis_limits": { - "model_memory_limit": "10mb" - }, - "data_description": { - "time_field": "@timestamp" - }, - "model_plot_config": { - "enabled": true - }, - "custom_settings": { - "created_by": "ml-module-apm-transaction" - } -} diff --git a/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_transaction_duration.json b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_transaction_duration.json new file mode 100644 index 0000000000000..77284cb275cd8 --- /dev/null +++ b/x-pack/plugins/ml/server/models/data_recognizer/modules/apm_transaction/ml/high_mean_transaction_duration.json @@ -0,0 +1,35 @@ +{ + "job_type": "anomaly_detector", + "groups": [ + "apm" + ], + "description": "Detect transaction duration anomalies across transaction types for your APM services.", + "analysis_config": { + "bucket_span": "15m", + "detectors": [ + { + "detector_description": "high duration by transaction type for an APM service", + "function": "high_mean", + "field_name": "transaction.duration.us", + "by_field_name": "transaction.type", + "partition_field_name": "service.name" + } + ], + "influencers": [ + "transaction.type", + "service.name" + ] + }, + "analysis_limits": { + "model_memory_limit": "32mb" + }, + "data_description": { + "time_field": "@timestamp" + }, + "model_plot_config": { + "enabled": true + }, + "custom_settings": { + "created_by": "ml-module-apm-transaction" + } +} diff --git a/x-pack/test/api_integration/apis/ml/modules/setup_module.ts b/x-pack/test/api_integration/apis/ml/modules/setup_module.ts index 1c98cd3a4e379..10c0f00234abc 100644 --- a/x-pack/test/api_integration/apis/ml/modules/setup_module.ts +++ b/x-pack/test/api_integration/apis/ml/modules/setup_module.ts @@ -218,7 +218,7 @@ export default ({ getService }: FtrProviderContext) => { responseCode: 200, jobs: [ { - jobId: 'pf5_high_mean_response_time', + jobId: 'pf5_high_mean_transaction_duration', jobState: JOB_STATE.CLOSED, datafeedState: DATAFEED_STATE.STOPPED, modelMemoryLimit: '11mb',