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[7.x] [ML] add GET _cat/ml/datafeeds (#51500) (#51829) 

* [ML] add GET _cat/ml/datafeeds (#51500)

This adds GET _cat/ml/datafeeds && _cat/ml/datafeeds/{datafeed_id}

* fixing for java8 compilation
This commit is contained in:
Benjamin Trent 2020-02-03 17:16:33 -05:00 committed by GitHub
parent cff3fdb091
commit d293980a09
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5 changed files with 335 additions and 2 deletions
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4
x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/MachineLearning.java
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@ -254,6 +254,7 @@ import org.elasticsearch.xpack.ml.rest.calendar.RestGetCalendarsAction;
import org.elasticsearch.xpack.ml.rest.calendar.RestPostCalendarEventAction;
import org.elasticsearch.xpack.ml.rest.calendar.RestPutCalendarAction;
import org.elasticsearch.xpack.ml.rest.calendar.RestPutCalendarJobAction;
import org.elasticsearch.xpack.ml.rest.cat.RestCatDatafeedsAction;
import org.elasticsearch.xpack.ml.rest.cat.RestCatJobsAction;
import org.elasticsearch.xpack.ml.rest.datafeeds.RestDeleteDatafeedAction;
import org.elasticsearch.xpack.ml.rest.datafeeds.RestGetDatafeedStatsAction;
@ -784,7 +785,8 @@ public class MachineLearning extends Plugin implements SystemIndexPlugin, Analys
new RestGetTrainedModelsStatsAction(restController),
new RestPutTrainedModelAction(restController),
// CAT Handlers
new RestCatJobsAction(restController)
new RestCatJobsAction(restController),
new RestCatDatafeedsAction(restController)
);
}

150
x-pack/plugin/ml/src/main/java/org/elasticsearch/xpack/ml/rest/cat/RestCatDatafeedsAction.java Normal file
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@ -0,0 +1,150 @@
/*
* 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.
*/
package org.elasticsearch.xpack.ml.rest.cat;
import org.elasticsearch.client.node.NodeClient;
import org.elasticsearch.cluster.node.DiscoveryNode;
import org.elasticsearch.common.Strings;
import org.elasticsearch.common.Table;
import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.rest.RestController;
import org.elasticsearch.rest.RestRequest;
import org.elasticsearch.rest.RestResponse;
import org.elasticsearch.rest.action.RestResponseListener;
import org.elasticsearch.rest.action.cat.AbstractCatAction;
import org.elasticsearch.rest.action.cat.RestTable;
import org.elasticsearch.xpack.core.ml.action.GetDatafeedsStatsAction;
import org.elasticsearch.xpack.core.ml.datafeed.DatafeedConfig;
import org.elasticsearch.xpack.core.ml.datafeed.DatafeedTimingStats;
import static org.elasticsearch.rest.RestRequest.Method.GET;
public class RestCatDatafeedsAction extends AbstractCatAction {
public RestCatDatafeedsAction(RestController controller) {
controller.registerHandler(GET, "_cat/ml/datafeeds/{" + DatafeedConfig.ID.getPreferredName() + "}", this);
controller.registerHandler(GET, "_cat/ml/datafeeds", this);
}
@Override
public String getName() {
return "cat_ml_get_datafeeds_action";
}
@Override
protected RestChannelConsumer doCatRequest(RestRequest restRequest, NodeClient client) {
String datafeedId = restRequest.param(DatafeedConfig.ID.getPreferredName());
if (Strings.isNullOrEmpty(datafeedId)) {
datafeedId = GetDatafeedsStatsAction.ALL;
}
GetDatafeedsStatsAction.Request request = new GetDatafeedsStatsAction.Request(datafeedId);
request.setAllowNoDatafeeds(restRequest.paramAsBoolean(GetDatafeedsStatsAction.Request.ALLOW_NO_DATAFEEDS.getPreferredName(),
request.allowNoDatafeeds()));
return channel -> client.execute(GetDatafeedsStatsAction.INSTANCE,
request,
new RestResponseListener<GetDatafeedsStatsAction.Response>(channel) {
@Override
public RestResponse buildResponse(GetDatafeedsStatsAction.Response getDatafeedsStatsRespons) throws Exception {
return RestTable.buildResponse(buildTable(restRequest, getDatafeedsStatsRespons), channel);
}
});
}
@Override
protected void documentation(StringBuilder sb) {
sb.append("/_cat/ml/datafeeds\n");
sb.append("/_cat/ml/datafeeds/{datafeed_id}\n");
}
@Override
protected Table getTableWithHeader(RestRequest request) {
Table table = new Table();
table.startHeaders();
// Datafeed Info
table.addCell("id", TableColumnAttributeBuilder.builder().setDescription("the datafeed_id").build());
table.addCell("state", TableColumnAttributeBuilder.builder()
.setDescription("the datafeed state")
.setAliases("s")
.setTextAlignment(TableColumnAttributeBuilder.TextAlign.RIGHT)
.build());
table.addCell("assignment_explanation",
TableColumnAttributeBuilder.builder("why the datafeed is or is not assigned to a node", false)
.setAliases("ae")
.build());
// Timing stats
table.addCell("bucket.count",
TableColumnAttributeBuilder.builder("bucket count")
.setAliases("bc", "bucketCount")
.build());
table.addCell("search.count",
TableColumnAttributeBuilder.builder("number of searches ran by the datafeed")
.setAliases("sc", "searchCount")
.build());
table.addCell("search.time",
TableColumnAttributeBuilder.builder("the total search time", false)
.setAliases("st", "searchTime")
.build());
table.addCell("search.bucket_avg",
TableColumnAttributeBuilder.builder("the average search time per bucket (millisecond)", false)
.setAliases("sba", "bucketTimeMin")
.build());
table.addCell("search.exp_avg_hour",
TableColumnAttributeBuilder.builder("the exponential average search time per hour (millisecond)", false)
.setAliases("seah", "searchExpAvgHour")
.build());
//Node info
table.addCell("node.id",
TableColumnAttributeBuilder.builder("id of the assigned node", false)
.setAliases("ni", "nodeId")
.build());
table.addCell("node.name",
TableColumnAttributeBuilder.builder("name of the assigned node", false)
.setAliases("nn", "nodeName")
.build());
table.addCell("node.ephemeral_id",
TableColumnAttributeBuilder.builder("ephemeral id of the assigned node", false)
.setAliases("ne", "nodeEphemeralId")
.build());
table.addCell("node.address",
TableColumnAttributeBuilder.builder("network address of the assigned node", false)
.setAliases("na", "nodeAddress")
.build());
table.endHeaders();
return table;
}
private Table buildTable(RestRequest request, GetDatafeedsStatsAction.Response dfStats) {
Table table = getTableWithHeader(request);
dfStats.getResponse().results().forEach(df -> {
table.startRow();
table.addCell(df.getDatafeedId());
table.addCell(df.getDatafeedState().toString());
table.addCell(df.getAssignmentExplanation());
DatafeedTimingStats timingStats = df.getTimingStats();
table.addCell(timingStats == null ? 0 : timingStats.getBucketCount());
table.addCell(timingStats == null ? 0 : timingStats.getSearchCount());
table.addCell(timingStats == null ?
TimeValue.timeValueMillis(0) :
TimeValue.timeValueMillis((long)timingStats.getTotalSearchTimeMs()));
table.addCell(timingStats == null || timingStats.getBucketCount() == 0 ? 0.0 : timingStats.getAvgSearchTimePerBucketMs());
table.addCell(timingStats == null ? 0.0 : timingStats.getExponentialAvgSearchTimePerHourMs());
DiscoveryNode node = df.getNode();
table.addCell(node == null ? null : node.getId());
table.addCell(node == null ? null : node.getName());
table.addCell(node == null ? null : node.getEphemeralId());
table.addCell(node == null ? null : node.getAddress().toString());
table.endRow();
});
return table;
}
}

72
x-pack/plugin/src/test/resources/rest-api-spec/api/cat.ml.datafeeds.json Normal file
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@ -0,0 +1,72 @@
{
"cat.ml.datafeeds":{
"documentation":{
"url":"http://www.elastic.co/guide/en/elasticsearch/reference/current/ml-get-datafeed-stats.html"
},
"stability":"stable",
"url":{
"paths":[
{
"path":"/_cat/ml/datafeeds",
"methods":[
"GET"
]
},
{
"path":"/_cat/ml/datafeeds/{datafeed_id}",
"methods":[
"GET"
],
"parts":{
"datafeed_id":{
"type":"string",
"description":"The ID of the datafeeds stats to fetch"
}
}
}
]
},
"params":{
"allow_no_datafeeds":{
"type":"boolean",
"required":false,
"description":"Whether to ignore if a wildcard expression matches no datafeeds. (This includes `_all` string or when no datafeeds have been specified)"
},
"format":{
"type":"string",
"description":"a short version of the Accept header, e.g. json, yaml"
},
"h":{
"type":"list",
"description":"Comma-separated list of column names to display"
},
"help":{
"type":"boolean",
"description":"Return help information",
"default":false
},
"s":{
"type":"list",
"description":"Comma-separated list of column names or column aliases to sort by"
},
"time":{
"type":"enum",
"description":"The unit in which to display time values",
"options":[
"d (Days)",
"h (Hours)",
"m (Minutes)",
"s (Seconds)",
"ms (Milliseconds)",
"micros (Microseconds)",
"nanos (Nanoseconds)"
]
},
"v":{
"type":"boolean",
"description":"Verbose mode. Display column headers",
"default":false
}
}
}
}

109
x-pack/plugin/src/test/resources/rest-api-spec/test/ml/datafeed_cat_apis.yml Normal file
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@ -0,0 +1,109 @@
setup:
- skip:
features: headers
- do:
indices.create:
index: airline-data
body:
mappings:
properties:
time:
type: date
airline:
type: keyword
responsetime:
type: float
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
ml.put_job:
job_id: job-stats-test
body: >
{
"job_id":"job-stats-test",
"description":"Analysis of response time by airline",
"analysis_config" : {
"bucket_span": "1h",
"detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}]
},
"analysis_limits" : {
"model_memory_limit": "10mb"
},
"data_description" : {
"time_field":"time",
"time_format":"epoch"
}
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
ml.put_datafeed:
datafeed_id: datafeed-job-stats-test
body: >
{
"job_id":"job-stats-test",
"indexes":["airline-data"]
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
ml.put_job:
job_id: jobs-get-stats-datafeed-job
body: >
{
"job_id":"jobs-get-stats-datafeed-job",
"description":"A job with a datafeed",
"analysis_config" : {
"bucket_span": "1h",
"detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}]
},
"analysis_limits" : {
"model_memory_limit": "10mb"
},
"data_description" : {
"time_field":"time",
"time_format":"yyyy-MM-dd'T'HH:mm:ssX"
}
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
ml.put_datafeed:
datafeed_id: datafeed-jobs-get-stats-datafeed-job
body: >
{
"job_id":"jobs-get-stats-datafeed-job",
"indexes":["airline-data"]
}
---
"Test cat datafeeds":
- do:
cat.ml.datafeeds:
datafeed_id: datafeed-job-stats-test
- match:
$body: |
/ #id state bucket.count search.count
^ (datafeed\-job\-stats\-test \s+ \w+ \s+ \d+ \s+ \d+ \n)+ $/
- do:
cat.ml.datafeeds:
v: true
datafeed_id: datafeed-job-stats-test
- match:
$body: |
/^ id \s+ state \s+ bucket\.count \s+ search\.count \n
(datafeed\-job\-stats\-test \s+ \w+ \s+ \d+ \s+ \d+ \n)+ $/
- do:
cat.ml.datafeeds:
h: id,search.count,search.time,search.bucket_avg
v: true
- match:
$body: |
/^ id \s+ search\.count \s+ search\.time \s+ search\.bucket_avg \n
(datafeed\-job\-stats\-test \s+ \d+ \s+ \w+ \s+ .*? \n)+
(datafeed\-jobs\-get\-stats\-datafeed\-job \s+ \d+ \s+ \w+ \s+ .*? \n)+ $/

2
x-pack/plugin/src/test/resources/rest-api-spec/test/ml/job_cat_apis.yml
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@ -70,7 +70,7 @@ setup:
}
---
"Test get job stats after uploading data prompting the creation of some stats":
"Test cat anomaly detector jobs":
- do:
ml.post_data: