[ML] Create and inject APM Inference Metrics #111293
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We are migrating from in-memory cumulative counter to an Time Series Data Stream delta counter. The goal is to avoid metrics suddenly dropping to zero when a node restarts, hopefully increasing accuracy of the metric.
prwhelan
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Pinging @elastic/ml-core (Team:ML) |
maxhniebergall
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Jul 26, 2024
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| var stats = new ApmInferenceStats(longCounter); | ||
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| stats.incrementRequestCount(model("service", TaskType.ANY, null)); |
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What is the purpose of recording stats for null models?
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I'm not sure why - modelId is currently marketed optional/nullable so this is just a bit of protection to handle it. I figured we'd be able to see "service" level stats and go track down where it is null, if anywhere
weizijun
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Jul 30, 2024
* upstream/main: (105 commits) Removing the use of watcher stats from WatchAcTests (elastic#111435) Mute org.elasticsearch.xpack.restart.FullClusterRestartIT testSingleDoc {cluster=UPGRADED} elastic#111434 Make `EnrichPolicyRunner` more properly async (elastic#111321) Mute org.elasticsearch.xpack.restart.FullClusterRestartIT testSingleDoc {cluster=OLD} elastic#111430 Mute org.elasticsearch.xpack.esql.expression.function.aggregate.ValuesTests testGroupingAggregate {TestCase=<long unicode KEYWORDs>} elastic#111428 Mute org.elasticsearch.xpack.esql.expression.function.aggregate.ValuesTests testGroupingAggregate {TestCase=<long unicode TEXTs>} elastic#111429 Mute org.elasticsearch.xpack.repositories.metering.azure.AzureRepositoriesMeteringIT org.elasticsearch.xpack.repositories.metering.azure.AzureRepositoriesMeteringIT elastic#111307 Update semantic_text field to support indexing numeric and boolean data types (elastic#111284) Mute org.elasticsearch.repositories.blobstore.testkit.AzureSnapshotRepoTestKitIT testRepositoryAnalysis elastic#111280 Ensure vector similarity correctly limits inner_hits returned for nested kNN (elastic#111363) Fix LogsIndexModeFullClusterRestartIT (elastic#111362) Remove 4096 bool query max limit from docs (elastic#111421) Fix score count validation in reranker response (elastic#111212) Integrate data generator in LogsDB mode challenge test (elastic#111303) ESQL: Add COUNT and COUNT_DISTINCT aggregation tests (elastic#111409) [Service Account] Add AutoOps account (elastic#111316) [ML] Fix failing test DetectionRulesTests.testEqualsAndHashcode (elastic#111351) [ML] Create and inject APM Inference Metrics (elastic#111293) [DOCS] Additional reranking docs updates (elastic#111350) Mute org.elasticsearch.repositories.azure.RepositoryAzureClientYamlTestSuiteIT org.elasticsearch.repositories.azure.RepositoryAzureClientYamlTestSuiteIT elastic#111345 ... # Conflicts: # server/src/main/java/org/elasticsearch/TransportVersions.java
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We are migrating from in-memory cumulative counter to an Time Series Data Stream delta counter. The goal is to avoid metrics suddenly dropping to zero when a node restarts, hopefully increasing accuracy of the metric.
Verified (with APM injected) that we are receiving APM stats: