[APM] Replace ML index queries with searching via mlAnomalySearch API (…

…#69099) * Closes #69092 by replacing direct queries on ml indices with seaching via the `mlAnomalySearch` client API + job_id filters. Also removes `getMlIndex` since it is no longer relevant. * Use the mlCapabilities API to ensure the required license is active for ml queries Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>
elastic · Jun 17, 2020 · 0ed7597 · 0ed7597
1 parent abdc0f1
commit 0ed7597
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Showing 8 changed files with 60 additions and 29 deletions.
diff --git a/x-pack/plugins/apm/common/ml_job_constants.test.ts b/x-pack/plugins/apm/common/ml_job_constants.test.ts
@@ -5,7 +5,6 @@
  */
 
 import {
-  getMlIndex,
   getMlJobId,
   getMlPrefix,
   getMlJobServiceName,
@@ -36,16 +35,6 @@ describe('ml_job_constants', () => {
     );
   });
 
-  it('getMlIndex', () => {
-    expect(getMlIndex('myServiceName')).toBe(
-      '.ml-anomalies-myservicename-high_mean_response_time'
-    );
-
-    expect(getMlIndex('myServiceName', 'myTransactionType')).toBe(
-      '.ml-anomalies-myservicename-mytransactiontype-high_mean_response_time'
-    );
-  });
-
   describe('getMlJobServiceName', () => {
     it('extracts the service name from a job id', () => {
       expect(

diff --git a/x-pack/plugins/apm/common/ml_job_constants.ts b/x-pack/plugins/apm/common/ml_job_constants.ts
@@ -26,10 +26,6 @@ export function getMlJobServiceName(jobId: string) {
   return jobId.split('-').slice(0, -2).join('-');
 }
 
-export function getMlIndex(serviceName: string, transactionType?: string) {
-  return `.ml-anomalies-${getMlJobId(serviceName, transactionType)}`;
-}
-
 export function encodeForMlApi(value: string) {
   return value.replace(/\s+/g, '_').toLowerCase();
 }

diff --git a/...ns/apm/server/lib/transactions/charts/get_anomaly_data/__snapshots__/fetcher.test.ts.snap b/...ns/apm/server/lib/transactions/charts/get_anomaly_data/__snapshots__/fetcher.test.ts.snap
diff --git a/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/fetcher.test.ts b/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/fetcher.test.ts
@@ -19,7 +19,11 @@ describe('anomalyAggsFetcher', () => {
         intervalString: 'myInterval',
         mlBucketSize: 10,
         setup: {
-          client: { search: clientSpy },
+          ml: {
+            mlSystem: {
+              mlAnomalySearch: clientSpy,
+            },
+          } as any,
           start: 100000,
           end: 200000,
         } as any,
@@ -42,7 +46,13 @@ describe('anomalyAggsFetcher', () => {
 
     return expect(
       anomalySeriesFetcher({
-        setup: { client: { search: failedRequestSpy } },
+        setup: {
+          ml: {
+            mlSystem: {
+              mlAnomalySearch: failedRequestSpy,
+            },
+          } as any,
+        },
       } as any)
     ).resolves.toEqual(undefined);
   });
@@ -53,7 +63,13 @@ describe('anomalyAggsFetcher', () => {
 
     return expect(
       anomalySeriesFetcher({
-        setup: { client: { search: failedRequestSpy } },
+        setup: {
+          ml: {
+            mlSystem: {
+              mlAnomalySearch: failedRequestSpy,
+            },
+          } as any,
+        },
       } as any)
     ).rejects.toThrow(otherError);
   });

diff --git a/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/fetcher.ts b/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/fetcher.ts
@@ -4,7 +4,7 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
-import { getMlIndex } from '../../../../../common/ml_job_constants';
+import { getMlJobId } from '../../../../../common/ml_job_constants';
 import { PromiseReturnType } from '../../../../../../observability/typings/common';
 import { Setup, SetupTimeRange } from '../../../helpers/setup_request';
 
@@ -26,19 +26,23 @@ export async function anomalySeriesFetcher({
   mlBucketSize: number;
   setup: Setup & SetupTimeRange;
 }) {
-  const { client, start, end } = setup;
+  const { ml, start, end } = setup;
+  if (!ml) {
+    return;
+  }
 
   // move the start back with one bucket size, to ensure to get anomaly data in the beginning
   // this is required because ML has a minimum bucket size (default is 900s) so if our buckets are smaller, we might have several null buckets in the beginning
   const newStart = start - mlBucketSize * 1000;
+  const jobId = getMlJobId(serviceName, transactionType);
 
   const params = {
-    index: getMlIndex(serviceName, transactionType),
     body: {
       size: 0,
       query: {
         bool: {
           filter: [
+            { term: { job_id: jobId } },
             { exists: { field: 'bucket_span' } },
             {
               range: {
@@ -74,7 +78,7 @@ export async function anomalySeriesFetcher({
   };
 
   try {
-    const response = await client.search(params);
+    const response = await ml.mlSystem.mlAnomalySearch(params);
     return response;
   } catch (err) {
     const isHttpError = 'statusCode' in err;

diff --git a/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/get_ml_bucket_size.ts b/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/get_ml_bucket_size.ts
@@ -4,7 +4,7 @@
  * you may not use this file except in compliance with the Elastic License.
  */
 
-import { getMlIndex } from '../../../../../common/ml_job_constants';
+import { getMlJobId } from '../../../../../common/ml_job_constants';
 import { Setup, SetupTimeRange } from '../../../helpers/setup_request';
 
 interface IOptions {
@@ -22,15 +22,20 @@ export async function getMlBucketSize({
   transactionType,
   setup,
 }: IOptions): Promise<number> {
-  const { client, start, end } = setup;
+  const { ml, start, end } = setup;
+  if (!ml) {
+    return 0;
+  }
+  const jobId = getMlJobId(serviceName, transactionType);
+
   const params = {
-    index: getMlIndex(serviceName, transactionType),
     body: {
       _source: 'bucket_span',
       size: 1,
       query: {
         bool: {
           filter: [
+            { term: { job_id: jobId } },
             { exists: { field: 'bucket_span' } },
             {
               range: {
@@ -48,7 +53,7 @@ export async function getMlBucketSize({
   };
 
   try {
-    const resp = await client.search<ESResponse, typeof params>(params);
+    const resp = await ml.mlSystem.mlAnomalySearch<ESResponse>(params);
     return resp.hits.hits[0]?._source.bucket_span || 0;
   } catch (err) {
     const isHttpError = 'statusCode' in err;

diff --git a/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/index.test.ts b/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/index.test.ts
@@ -26,8 +26,8 @@ describe('getAnomalySeries', () => {
       setup: {
         start: 0,
         end: 500000,
-        client: { search: clientSpy } as any,
-        internalClient: { search: clientSpy } as any,
+        client: { search: () => {} } as any,
+        internalClient: { search: () => {} } as any,
         config: new Proxy(
           {},
           {
@@ -46,6 +46,12 @@ describe('getAnomalySeries', () => {
           apmCustomLinkIndex: 'myIndex',
         },
         dynamicIndexPattern: null as any,
+        ml: {
+          mlSystem: {
+            mlAnomalySearch: clientSpy,
+            mlCapabilities: async () => ({ isPlatinumOrTrialLicense: true }),
+          },
+        } as any,
       },
     });
   });

diff --git a/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/index.ts b/x-pack/plugins/apm/server/lib/transactions/charts/get_anomaly_data/index.ts
@@ -42,6 +42,17 @@ export async function getAnomalySeries({
     return;
   }
 
+  // don't fetch anomalies if the ML plugin is not setup
+  if (!setup.ml) {
+    return;
+  }
+
+  // don't fetch anomalies if required license is not satisfied
+  const mlCapabilities = await setup.ml.mlSystem.mlCapabilities();
+  if (!mlCapabilities.isPlatinumOrTrialLicense) {
+    return;
+  }
+
   const mlBucketSize = await getMlBucketSize({
     serviceName,
     transactionType,