maxmustermann/kibana
1
0
Fork 0
Code Issues Pull requests Projects Releases Wiki Activity

[APM] Use model_plot as a signal for anomaly scores (#77756)

Browse source
This commit is contained in:
Dario Gieselaar 2020-09-21 12:18:45 +02:00 committed by GitHub
parent ec1f4e5803
commit ce7922be95
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
4 changed files with 547 additions and 28 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

49
x-pack/plugins/apm/server/lib/service_map/get_service_anomalies.ts
View file

@ -60,11 +60,16 @@ export async function getServiceAnomalies({
query: {
bool: {
filter: [
{ term: { result_type: 'record' } },
{ terms: { result_type: ['model_plot', 'record'] } },
{ terms: { job_id: mlJobIds } },
{
range: {
timestamp: { gte: start, lte: end, format: 'epoch_millis' },
timestamp: {
// fetch data for at least 30 minutes
gte: Math.min(end - 30 * 60 * 1000, start),
lte: end,
format: 'epoch_millis',
},
},
},
{
@ -83,7 +88,13 @@ export async function getServiceAnomalies({
top_score: {
top_hits: {
sort: { record_score: 'desc' },
_source: { includes: ['actual', 'job_id', 'by_field_value'] },
_source: [
'actual',
'job_id',
'by_field_value',
'result_type',
'record_score',
],
size: 1,
},
},
@ -113,10 +124,19 @@ interface ServiceAnomaliesAggResponse {
hits: Array<{
sort: [number];
_source: {
actual: [number];
job_id: string;
by_field_value: string;
};
} & (
| {
record_score: number | null;
result_type: 'record';
actual: number[];
}
| {
result_type: 'model_plot';
actual?: number;
}
);
}>;
};
};
@ -127,12 +147,15 @@ interface ServiceAnomaliesAggResponse {
function transformResponseToServiceAnomalies(
response: ServiceAnomaliesAggResponse
): Record<string, ServiceAnomalyStats> {
) {
const serviceAnomaliesMap = (
response.aggregations?.services.buckets ?? []
).reduce(
).reduce<Record<string, ServiceAnomalyStats>>(
(statsByServiceName, { key: serviceName, top_score: topScoreAgg }) => {
const anomalyScore = topScoreAgg.hits.hits[0]?.sort?.[0];
const mlResult = topScoreAgg.hits.hits[0]._source;
const anomalyScore =
(mlResult.result_type === 'record' && mlResult.record_score) || 0;
const severity = getSeverity(anomalyScore);
const healthStatus = getServiceHealthStatus({ severity });
@ -140,16 +163,20 @@ function transformResponseToServiceAnomalies(
return {
...statsByServiceName,
[serviceName]: {
transactionType: topScoreAgg.hits.hits[0]?._source?.by_field_value,
transactionType: mlResult.by_field_value,
jobId: mlResult.job_id,
actualValue:
mlResult.result_type === 'record'
? mlResult.actual[0]
: mlResult.actual,
anomalyScore,
actualValue: topScoreAgg.hits.hits[0]?._source?.actual?.[0],
jobId: topScoreAgg.hits.hits[0]?._source?.job_id,
healthStatus,
},
};
},
{}
);
return serviceAnomaliesMap;
}

478
x-pack/test/apm_api_integration/trial/tests/service_maps/__snapshots__/service_maps.snap generated
View file

@ -116,6 +116,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -143,6 +150,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -170,6 +184,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -182,6 +203,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -203,6 +231,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -230,6 +265,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -237,6 +279,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -250,6 +299,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-ruby",
"targetData": Object {
@ -276,6 +332,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -297,6 +360,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -324,6 +394,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -331,6 +408,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -343,6 +427,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">elasticsearch",
"targetData": Object {
@ -363,6 +454,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -383,6 +481,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">redis",
"targetData": Object {
@ -404,6 +509,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -431,6 +543,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-java",
"targetData": Object {
@ -438,6 +557,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -451,6 +577,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-node",
"targetData": Object {
@ -458,6 +591,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -545,6 +685,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -571,6 +718,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -597,6 +751,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -609,6 +770,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -635,6 +802,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-java",
"targetData": Object {
@ -642,6 +815,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -654,6 +834,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-node",
"targetData": Object {
@ -661,6 +847,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -673,6 +866,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -680,6 +879,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -692,6 +898,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-ruby",
"targetData": Object {
@ -715,6 +927,12 @@ Array [
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
},
Object {
@ -723,6 +941,13 @@ Array [
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
@ -731,6 +956,13 @@ Array [
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
@ -739,6 +971,13 @@ Array [
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
@ -863,6 +1102,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -890,6 +1136,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -917,6 +1170,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -929,6 +1189,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -950,6 +1217,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -977,6 +1251,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -984,6 +1265,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -997,6 +1285,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-ruby",
"targetData": Object {
@ -1023,6 +1318,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -1044,6 +1346,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -1071,6 +1380,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -1078,6 +1394,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1090,6 +1413,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">elasticsearch",
"targetData": Object {
@ -1110,6 +1440,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">postgresql",
"targetData": Object {
@ -1130,6 +1467,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": ">redis",
"targetData": Object {
@ -1151,6 +1495,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -1178,6 +1529,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-java",
"targetData": Object {
@ -1185,6 +1543,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1198,6 +1563,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
"target": "opbeans-node",
"targetData": Object {
@ -1205,6 +1577,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1292,6 +1671,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1318,6 +1704,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1344,6 +1737,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1356,6 +1756,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-go",
"targetData": Object {
@ -1382,6 +1788,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-java",
"targetData": Object {
@ -1389,6 +1801,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1401,6 +1820,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-node",
"targetData": Object {
@ -1408,6 +1833,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1420,6 +1852,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-python",
"targetData": Object {
@ -1427,6 +1865,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
},
@ -1439,6 +1884,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
"target": "opbeans-ruby",
"targetData": Object {
@ -1462,6 +1913,12 @@ Object {
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
},
Object {
@ -1470,6 +1927,13 @@ Object {
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
@ -1478,6 +1942,13 @@ Object {
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
@ -1486,6 +1957,13 @@ Object {
"id": "opbeans-node",
"service.environment": "testing",
"service.name": "opbeans-node",
"serviceAnomalyStats": Object {
"actualValue": 32226.649122807008,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {

38
x-pack/test/apm_api_integration/trial/tests/service_maps/service_maps.ts
View file

@ -153,33 +153,47 @@ export default function serviceMapsApiTests({ getService }: FtrProviderContext)
(el: { data: { serviceAnomalyStats?: {} } }) => !isEmpty(el.data.serviceAnomalyStats)
);
expectSnapshot(dataWithAnomalies.length).toMatchInline(`2`);
expectSnapshot(dataWithAnomalies.length).toMatchInline(`6`);
expectSnapshot(dataWithAnomalies.slice(0, 3)).toMatchInline(`
Array [
Object {
"data": Object {
"agent.name": "go",
"id": "opbeans-go",
"agent.name": "rum-js",
"id": "opbeans-rum",
"service.environment": "testing",
"service.name": "opbeans-go",
"service.name": "opbeans-rum",
"serviceAnomalyStats": Object {
"actualValue": 3933482.1764705875,
"anomalyScore": 2.6101702751482714,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-testing-d457-high_mean_transaction_duration",
"jobId": "apm-environment_not_defined-7ed6-high_mean_transaction_duration",
"transactionType": "page-load",
},
},
},
Object {
"data": Object {
"agent.name": "python",
"id": "opbeans-python",
"service.environment": "production",
"service.name": "opbeans-python",
"serviceAnomalyStats": Object {
"actualValue": 66218.08333333333,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",
},
},
},
Object {
"data": Object {
"agent.name": "ruby",
"id": "opbeans-ruby",
"agent.name": "java",
"id": "opbeans-java",
"service.environment": "production",
"service.name": "opbeans-ruby",
"service.name": "opbeans-java",
"serviceAnomalyStats": Object {
"actualValue": 684716.5813953485,
"anomalyScore": 0.20498907719907372,
"actualValue": 14901.319999999996,
"anomalyScore": 0,
"healthStatus": "healthy",
"jobId": "apm-production-229a-high_mean_transaction_duration",
"transactionType": "request",

10
x-pack/test/apm_api_integration/trial/tests/services/top_services.ts
View file

@ -59,13 +59,13 @@ export default function ApiTest({ getService }: FtrProviderContext) {
expectSnapshot(healthStatuses).toMatchInline(`
Array [
undefined,
undefined,
"healthy",
"healthy",
undefined,
undefined,
undefined,
"healthy",
"healthy",
"healthy",
"healthy",
"healthy",
]
`);
});