[ML] Anomaly Explorer Charts jest tests.

x-pack/plugins/ml/public/components/messagebar/messagebar_service.js

@@ -6,7 +6,7 @@
 
 
 import { notify } from 'ui/notify';
-import { MLRequestFailure } from 'plugins/ml/util/ml_error';
+import { MLRequestFailure } from '../../util/ml_error';
 
 const messages = [];
 

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_anomaly_chart_records.json

@@ -0,0 +1,68 @@
+[
+  {
+    "job_id": "mock-job-id",
+    "result_type": "record",
+    "probability": 1.6552181439816634e-32,
+    "record_score": 98.56065708456248,
+    "initial_record_score": 98.56065708456248,
+    "bucket_span": 900,
+    "detector_index": 0,
+    "is_interim": false,
+    "timestamp": 1486656000000,
+    "partition_field_name": "airline",
+    "partition_field_value": "AAL",
+    "function": "mean",
+    "function_description": "mean",
+    "typical": [
+      99.81123207526203
+    ],
+    "actual": [
+      242.3568918440077
+    ],
+    "field_name": "responsetime",
+    "influencers": [
+      {
+        "influencer_field_name": "airline",
+        "influencer_field_values": [
+          "AAL"
+        ]
+      }
+    ],
+    "airline": [
+      "AAL"
+    ]
+  },
+  {
+    "job_id": "mock-job-id",
+    "result_type": "record",
+    "probability": 2.6276047868032343e-28,
+    "record_score": 96.93718,
+    "initial_record_score": 92.70812367638732,
+    "bucket_span": 900,
+    "detector_index": 0,
+    "is_interim": false,
+    "timestamp": 1486656900000,
+    "partition_field_name": "airline",
+    "partition_field_value": "AAL",
+    "function": "mean",
+    "function_description": "mean",
+    "typical": [
+      100.02884159032787
+    ],
+    "actual": [
+      282.02533259111306
+    ],
+    "field_name": "responsetime",
+    "influencers": [
+      {
+        "influencer_field_name": "airline",
+        "influencer_field_values": [
+          "AAL"
+        ]
+      }
+    ],
+    "airline": [
+      "AAL"
+    ]
+  }
+]

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_anomaly_record.json

@@ -0,0 +1,33 @@
+{
+  "job_id": "mock-job-id",
+  "result_type": "record",
+  "probability": 0.000374234162864467,
+  "record_score": 1.3677172011743646,
+  "initial_record_score": 1.3677172011743646,
+  "bucket_span": 900,
+  "detector_index": 0,
+  "is_interim": false,
+  "timestamp": 1486743300000,
+  "partition_field_name": "airline",
+  "partition_field_value": "JAL",
+  "function": "mean",
+  "function_description": "mean",
+  "typical": [
+    499.9850000350266
+  ],
+  "actual": [
+    511.4997161865235
+  ],
+  "field_name": "responsetime",
+  "influencers": [
+    {
+      "influencer_field_name": "airline",
+      "influencer_field_values": [
+        "JAL"
+      ]
+    }
+  ],
+  "airline": [
+    "JAL"
+  ]
+}

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_chart_data.js

@@ -0,0 +1,26 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License;
+ * you may not use this file except in compliance with the Elastic License.
+ */
+
+export const chartData = [
+  {
+    date: new Date('2017-02-23T08:00:00.000Z'),
+    value: 228243469, anomalyScore: 63.32916, numberOfCauses: 1,
+    actual: [228243469], typical: [133107.7703441773]
+  },
+  { date: new Date('2017-02-23T09:00:00.000Z'), value: null },
+  { date: new Date('2017-02-23T10:00:00.000Z'), value: null },
+  { date: new Date('2017-02-23T11:00:00.000Z'), value: null },
+  {
+    date: new Date('2017-02-23T12:00:00.000Z'),
+    value: 625736376, anomalyScore: 97.32085, numberOfCauses: 1,
+    actual: [625736376], typical: [132830.424736973]
+  },
+  {
+    date: new Date('2017-02-23T13:00:00.000Z'),
+    value: 201039318, anomalyScore: 59.83488, numberOfCauses: 1,
+    actual: [201039318], typical: [132739.5267403542]
+  }
+];

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_detectors_by_job.json

@@ -0,0 +1,11 @@
+{
+  "mock-job-id": [
+    {
+      "detector_description": "mean(responsetime)",
+      "function": "mean",
+      "field_name": "responsetime",
+      "partition_field_name": "airline",
+      "detector_index": 0
+    }
+  ]
+}

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_job_config.json

@@ -0,0 +1,88 @@
+{
+  "job_id": "mock-job-id",
+  "job_type": "anomaly_detector",
+  "job_version": "7.0.0-alpha1",
+  "description": "",
+  "create_time": 1532692299663,
+  "finished_time": 1532692304364,
+  "established_model_memory": 560894,
+  "analysis_config": {
+    "bucket_span": "15m",
+    "detectors": [
+      {
+        "detector_description": "mean(responsetime)",
+        "function": "mean",
+        "field_name": "responsetime",
+        "partition_field_name": "airline",
+        "detector_index": 0
+      }
+    ],
+    "influencers": [
+      "airline"
+    ]
+  },
+  "analysis_limits": {
+    "model_memory_limit": "13mb",
+    "categorization_examples_limit": 4
+  },
+  "data_description": {
+    "time_field": "@timestamp",
+    "time_format": "epoch_ms"
+  },
+  "model_snapshot_retention_days": 1,
+  "custom_settings": {
+    "created_by": "multi-metric-wizard"
+  },
+  "model_snapshot_id": "1532692303",
+  "model_snapshot_min_version": "6.4.0",
+  "results_index_name": "shared",
+  "data_counts": {
+    "job_id": "mock-job-id",
+    "processed_record_count": 86274,
+    "processed_field_count": 172548,
+    "input_bytes": 6744642,
+    "input_field_count": 172548,
+    "invalid_date_count": 0,
+    "missing_field_count": 0,
+    "out_of_order_timestamp_count": 0,
+    "empty_bucket_count": 0,
+    "sparse_bucket_count": 0,
+    "bucket_count": 479,
+    "earliest_record_timestamp": 1486425600000,
+    "latest_record_timestamp": 1486857594000,
+    "last_data_time": 1532692303844,
+    "input_record_count": 86274
+  },
+  "model_size_stats": {
+    "job_id": "mock-job-id",
+    "result_type": "model_size_stats",
+    "model_bytes": 560894,
+    "total_by_field_count": 21,
+    "total_over_field_count": 0,
+    "total_partition_field_count": 20,
+    "bucket_allocation_failures_count": 0,
+    "memory_status": "ok",
+    "log_time": 1532692303000,
+    "timestamp": 1486855800000
+  },
+  "datafeed_config": {
+    "datafeed_id": "datafeed-mock-job-id",
+    "job_id": "mock-job-id",
+    "query_delay": "86658ms",
+    "indices": [
+      "farequote-2017"
+    ],
+    "types": [],
+    "query": {
+      "match_all": {
+        "boost": 1
+      }
+    },
+    "scroll_size": 1000,
+    "chunking_config": {
+      "mode": "auto"
+    },
+    "state": "stopped"
+  },
+  "state": "closed"
+}

x-pack/plugins/ml/public/explorer/explorer_charts/__mocks__/mock_series_config_filebeat.json

@@ -0,0 +1,57 @@
+{
+  "jobId": "population-03",
+  "detectorIndex": 0,
+  "metricFunction": "sum",
+  "timeField": "@timestamp",
+  "interval": "1h",
+  "datafeedConfig": {
+    "datafeed_id": "datafeed-population-03",
+    "job_id": "population-03",
+    "query_delay": "60s",
+    "frequency": "600s",
+    "indices": [
+      "filebeat-7.0.0*"
+    ],
+    "types": [
+      "doc"
+    ],
+    "query": {
+      "match_all": {
+        "boost": 1
+      }
+    },
+    "scroll_size": 1000,
+    "chunking_config": {
+      "mode": "auto"
+    },
+    "state": "stopped"
+  },
+  "metricFieldName": "nginx.access.body_sent.bytes",
+  "functionDescription": "sum",
+  "bucketSpanSeconds": 3600,
+  "detectorLabel": "high_sum(nginx.access.body_sent.bytes) over nginx.access.remote_ip (population-03)",
+  "fieldName": "nginx.access.body_sent.bytes",
+  "entityFields": [
+    {
+      "fieldName": "nginx.access.remote_ip",
+      "fieldValue": "72.57.0.53",
+      "$$hashKey": "object:813"
+    }
+  ],
+  "infoTooltip": {
+    "jobId": "population-03",
+    "aggregationInterval": "1h",
+    "chartFunction": "sum nginx.access.body_sent.bytes",
+    "entityFields": [
+      {
+        "fieldName": "nginx.access.remote_ip",
+        "fieldValue": "72.57.0.53"
+      }
+    ]
+  },
+  "loading": false,
+  "plotEarliest": 1487534400000,
+  "plotLatest": 1488168000000,
+  "selectedEarliest": 1487808000000,
+  "selectedLatest": 1487894399999
+}