elasticsearch/docs/build.gradle

import org.elasticsearch.gradle.info.BuildParams

import static org.elasticsearch.gradle.testclusters.TestDistribution.DEFAULT

/*
 * Licensed to Elasticsearch under one or more contributor
 * license agreements. See the NOTICE file distributed with
 * this work for additional information regarding copyright
 * ownership. Elasticsearch licenses this file to you under
 * the Apache License, Version 2.0 (the "License"); you may
 * not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *    http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */

apply plugin: 'elasticsearch.docs-test'

/* List of files that have snippets that will not work until platinum tests can occur ... */
buildRestTests.expectedUnconvertedCandidates = [
  'reference/ml/anomaly-detection/transforms.asciidoc',
  'reference/ml/anomaly-detection/apis/delete-calendar-event.asciidoc',
  'reference/ml/anomaly-detection/apis/get-bucket.asciidoc',
  'reference/ml/anomaly-detection/apis/get-category.asciidoc',
  'reference/ml/anomaly-detection/apis/get-influencer.asciidoc',
  'reference/ml/anomaly-detection/apis/get-job-stats.asciidoc',
  'reference/ml/anomaly-detection/apis/get-job.asciidoc',
  'reference/ml/anomaly-detection/apis/get-overall-buckets.asciidoc',
  'reference/ml/anomaly-detection/apis/get-record.asciidoc',
  'reference/ml/anomaly-detection/apis/get-snapshot.asciidoc',
  'reference/ml/anomaly-detection/apis/post-data.asciidoc',
  'reference/ml/anomaly-detection/apis/revert-snapshot.asciidoc',
  'reference/ml/anomaly-detection/apis/update-snapshot.asciidoc',
  'reference/ml/anomaly-detection/apis/update-job.asciidoc'
]

restResources {
  restApi {
    includeCore '*'
  }
}

testClusters.integTest {
  if (singleNode().testDistribution == DEFAULT) {
    setting 'xpack.license.self_generated.type', 'trial'
    setting 'indices.lifecycle.history_index_enabled', 'false'
    if (BuildParams.isSnapshotBuild() == false) {
      systemProperty 'es.autoscaling_feature_flag_registered', 'true'
      systemProperty 'es.eql_feature_flag_registered', 'true'
    }
    setting 'xpack.autoscaling.enabled', 'true'
    setting 'xpack.eql.enabled', 'true'
  }

  // enable regexes in painless so our tests don't complain about example snippets that use them
  setting 'script.painless.regex.enabled', 'true'
  setting 'path.repo', "${buildDir}/cluster/shared/repo"
  Closure configFile = {
    extraConfigFile it, file("src/test/cluster/config/$it")
  }
  configFile 'analysis/example_word_list.txt'
  configFile 'analysis/hyphenation_patterns.xml'
  configFile 'analysis/synonym.txt'
  configFile 'analysis/stemmer_override.txt'
  configFile 'userdict_ja.txt'
  configFile 'userdict_ko.txt'
  configFile 'KeywordTokenizer.rbbi'
  extraConfigFile 'hunspell/en_US/en_US.aff', project(":server").file('src/test/resources/indices/analyze/conf_dir/hunspell/en_US/en_US.aff')
  extraConfigFile 'hunspell/en_US/en_US.dic', project(":server").file('src/test/resources/indices/analyze/conf_dir/hunspell/en_US/en_US.dic')
  // Whitelist reindexing from the local node so we can test it.
  setting 'reindex.remote.whitelist', '127.0.0.1:*'

  // TODO: remove this once cname is prepended to transport.publish_address by default in 8.0
  systemProperty 'es.transport.cname_in_publish_address', 'true'
}

// build the cluster with all plugins
project.rootProject.subprojects.findAll { it.parent.path == ':plugins' }.each { subproj ->
  /* Skip repositories. We just aren't going to be able to test them so it
   * doesn't make sense to waste time installing them. */
  if (subproj.path.startsWith(':plugins:repository-')) {
    return
  }
  // Do not install ingest-attachment in a FIPS 140 JVM as this is not supported
  if (subproj.path.startsWith(':plugins:ingest-attachment') && Boolean.parseBoolean(System.getProperty("tests.fips.enabled"))) {
    return
  }
  // FIXME
  subproj.afterEvaluate { // need to wait until the project has been configured
    testClusters.integTest {
      plugin file(subproj.bundlePlugin.archiveFile)
    }
    tasks.integTest.dependsOn subproj.bundlePlugin
  }
}

buildRestTests.docs = fileTree(projectDir) {
  // No snippets in here!
  exclude 'build.gradle'
  // That is where the snippets go, not where they come from!
  exclude 'build'
  exclude 'build-idea'
  exclude 'build-eclipse'
  // Just syntax examples
  exclude 'README.asciidoc'
  // Broken code snippet tests
  exclude 'reference/graph/explore.asciidoc'
  if (Boolean.parseBoolean(System.getProperty("tests.fips.enabled"))) {
    // We don't install/support this plugin in FIPS 140
    exclude 'plugins/ingest-attachment.asciidoc'
    // We can't conditionally control output, this would be missing the ingest-attachment plugin
    exclude 'reference/cat/plugins.asciidoc'
  }
}

listSnippets.docs = buildRestTests.docs

listConsoleCandidates.docs = buildRestTests.docs

Closure setupTwitter = { String name, int count ->
  buildRestTests.setups[name] = '''
  - do:
        indices.create:
          index: twitter
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                user:
                  type: keyword
                  doc_values: true
                date:
                  type: date
                likes:
                  type: long
  - do:
        bulk:
          index: twitter
          refresh: true
          body: |'''
  for (int i = 0; i < count; i++) {
    String user, text
    if (i == 0) {
      user = 'kimchy'
      text = 'trying out Elasticsearch'
    } else {
      user = 'test'
      text = "some message with the number $i"
    }
    buildRestTests.setups[name] += """
            {"index":{"_id": "$i"}}
            {"user": "$user", "message": "$text", "date": "2009-11-15T14:12:12", "likes": $i}"""
  }
}
setupTwitter('twitter', 5)
setupTwitter('big_twitter', 120)
setupTwitter('huge_twitter', 1200)

buildRestTests.setups['host'] = '''
  # Fetch the http host. We use the host of the master because we know there will always be a master.
  - do:
      cluster.state: {}
  - set: { master_node: master }
  - do:
      nodes.info:
        metric: [ http, transport ]
  - set: {nodes.$master.http.publish_address: host}
  - set: {nodes.$master.transport.publish_address: transport_host}
'''

buildRestTests.setups['node'] = '''
  # Fetch the node name. We use the host of the master because we know there will always be a master.
  - do:
      cluster.state: {}
  - is_true: master_node
  - set: { master_node: node_name }
'''

// Used by scripted metric docs
buildRestTests.setups['ledger'] = '''
  - do:
        indices.create:
          index: ledger
          body:
            settings:
              number_of_shards: 2
              number_of_replicas: 1
            mappings:
              properties:
                type:
                  type: keyword
                amount:
                  type: double
  - do:
        bulk:
          index: ledger
          refresh: true
          body: |
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "amount": 200, "type": "sale", "description": "something"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "amount": 10, "type": "expense", "description": "another thing"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "amount": 150, "type": "sale", "description": "blah"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "amount": 50, "type": "expense", "description": "cost of blah"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "amount": 50, "type": "expense", "description": "advertisement"}'''

// Used by aggregation docs
buildRestTests.setups['sales'] = '''
  - do:
        indices.create:
          index: sales
          body:
            settings:
              number_of_shards: 2
              number_of_replicas: 1
            mappings:
              properties:
                type:
                  type: keyword
  - do:
        bulk:
          index: sales
          refresh: true
          body: |
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "price": 200, "promoted": true, "rating": 1, "type": "hat"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "price": 200, "promoted": true, "rating": 1, "type": "t-shirt"}
            {"index":{}}
            {"date": "2015/01/01 00:00:00", "price": 150, "promoted": true, "rating": 5, "type": "bag"}
            {"index":{}}
            {"date": "2015/02/01 00:00:00", "price": 50, "promoted": false, "rating": 1, "type": "hat"}
            {"index":{}}
            {"date": "2015/02/01 00:00:00", "price": 10, "promoted": true, "rating": 4, "type": "t-shirt"}
            {"index":{}}
            {"date": "2015/03/01 00:00:00", "price": 200, "promoted": true, "rating": 1, "type": "hat"}
            {"index":{}}
            {"date": "2015/03/01 00:00:00", "price": 175, "promoted": false, "rating": 2, "type": "t-shirt"}'''

// Used by cumulative cardinality aggregation docs
buildRestTests.setups['user_hits'] = '''
  - do:
        indices.create:
          index: user_hits
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                user_id:
                  type: keyword
                timestamp:
                  type: date
  - do:
        bulk:
          index: user_hits
          refresh: true
          body: |
            {"index":{}}
            {"timestamp": "2019-01-01T13:00:00", "user_id": "1"}
            {"index":{}}
            {"timestamp": "2019-01-01T13:00:00", "user_id": "2"}
            {"index":{}}
            {"timestamp": "2019-01-02T13:00:00", "user_id": "1"}
            {"index":{}}
            {"timestamp": "2019-01-02T13:00:00", "user_id": "3"}
            {"index":{}}
            {"timestamp": "2019-01-03T13:00:00", "user_id": "1"}
            {"index":{}}
            {"timestamp": "2019-01-03T13:00:00", "user_id": "2"}
            {"index":{}}
            {"timestamp": "2019-01-03T13:00:00", "user_id": "4"}'''


// Dummy bank account data used by getting-started.asciidoc
buildRestTests.setups['bank'] = '''
  - do:
        indices.create:
          index: bank
          body:
            settings:
              number_of_shards: 5
              number_of_routing_shards: 5
  - do:
        bulk:
          index: bank
          refresh: true
          body: |
#bank_data#
'''
/* Load the actual accounts only if we're going to use them. This complicates
 * dependency checking but that is a small price to pay for not building a
 * 400kb string every time we start the build. */
File accountsFile = new File("$projectDir/src/test/resources/accounts.json")
buildRestTests.inputs.file(accountsFile)
buildRestTests.doFirst {
  String accounts = accountsFile.getText('UTF-8')
  // Indent like a yaml test needs
  accounts = accounts.replaceAll('(?m)^', '            ')
  buildRestTests.setups['bank'] =
    buildRestTests.setups['bank'].replace('#bank_data#', accounts)
}

// Used by index boost doc
buildRestTests.setups['index_boost'] = '''
  - do:
      indices.create:
          index:  index1
  - do:
      indices.create:
          index:  index2

  - do:
      indices.put_alias:
        index: index1
        name: alias1
'''
// Used by sampler and diversified-sampler aggregation docs
buildRestTests.setups['stackoverflow'] = '''
  - do:
        indices.create:
          index: stackoverflow
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                author:
                  type: keyword
                tags:
                  type: keyword
  - do:
        bulk:
          index: stackoverflow
          refresh: true
          body: |'''

// Make Kibana strongly connected to elasticsearch and logstash
// Make Kibana rarer (and therefore higher-ranking) than JavaScript
// Make JavaScript strongly connected to jquery and angular
// Make Cabana strongly connected to elasticsearch but only as a result of a single author

for (int i = 0; i < 150; i++) {
  buildRestTests.setups['stackoverflow'] += """
            {"index":{}}
            {"author": "very_relevant_$i", "tags": ["elasticsearch", "kibana"]}"""
}
for (int i = 0; i < 50; i++) {
  buildRestTests.setups['stackoverflow'] += """
            {"index":{}}
            {"author": "very_relevant_$i", "tags": ["logstash", "kibana"]}"""
}
for (int i = 0; i < 200; i++) {
  buildRestTests.setups['stackoverflow'] += """
            {"index":{}}
            {"author": "partially_relevant_$i", "tags": ["javascript", "jquery"]}"""
}
for (int i = 0; i < 200; i++) {
  buildRestTests.setups['stackoverflow'] += """
            {"index":{}}
            {"author": "partially_relevant_$i", "tags": ["javascript", "angular"]}"""
}
for (int i = 0; i < 50; i++) {
  buildRestTests.setups['stackoverflow'] += """
            {"index":{}}
            {"author": "noisy author", "tags": ["elasticsearch", "cabana"]}"""
}
buildRestTests.setups['stackoverflow'] += """
"""
// Used by significant_text aggregation docs
buildRestTests.setups['news'] = '''
  - do:
        indices.create:
          index: news
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                source:
                  type: keyword
                content:
                  type: text
  - do:
        bulk:
          index: news
          refresh: true
          body: |'''

// Make h5n1 strongly connected to bird flu

for (int i = 0; i < 100; i++) {
  buildRestTests.setups['news'] += """
            {"index":{}}
            {"source": "very_relevant_$i", "content": "bird flu h5n1"}"""
}
for (int i = 0; i < 100; i++) {
  buildRestTests.setups['news'] += """
            {"index":{}}
            {"source": "filler_$i", "content": "bird dupFiller "}"""
}
for (int i = 0; i < 100; i++) {
  buildRestTests.setups['news'] += """
            {"index":{}}
            {"source": "filler_$i", "content": "flu dupFiller "}"""
}
for (int i = 0; i < 20; i++) {
  buildRestTests.setups['news'] += """
            {"index":{}}
            {"source": "partially_relevant_$i", "content": "elasticsearch dupFiller dupFiller dupFiller dupFiller pozmantier"}"""
}
for (int i = 0; i < 10; i++) {
  buildRestTests.setups['news'] += """
            {"index":{}}
            {"source": "partially_relevant_$i", "content": "elasticsearch logstash kibana"}"""
}
buildRestTests.setups['news'] += """
"""

// Used by some aggregations
buildRestTests.setups['exams'] = '''
  - do:
        indices.create:
          index: exams
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                grade:
                  type: byte
  - do:
        bulk:
          index: exams
          refresh: true
          body: |
            {"index":{}}
            {"grade": 100, "weight": 2}
            {"index":{}}
            {"grade": 50, "weight": 3}'''

buildRestTests.setups['stored_example_script'] = '''
  # Simple script to load a field. Not really a good example, but a simple one.
  - do:
      put_script:
        id: "my_script"
        body: { "script": { "lang": "painless", "source": "doc[params.field].value" } }
  - match: { acknowledged: true }
'''

buildRestTests.setups['stored_scripted_metric_script'] = '''
  - do:
      put_script:
        id: "my_init_script"
        body: { "script": { "lang": "painless", "source": "state.transactions = []" } }
  - match: { acknowledged: true }

  - do:
      put_script:
        id: "my_map_script"
        body: { "script": { "lang": "painless", "source": "state.transactions.add(doc.type.value == 'sale' ? doc.amount.value : -1 * doc.amount.value)" } }
  - match: { acknowledged: true }

  - do:
      put_script:
        id: "my_combine_script"
        body: { "script": { "lang": "painless", "source": "double profit = 0;for (t in state.transactions) { profit += t; } return profit" } }
  - match: { acknowledged: true }

  - do:
      put_script:
        id: "my_reduce_script"
        body: { "script": { "lang": "painless", "source": "double profit = 0;for (a in states) { profit += a; } return profit" } }
  - match: { acknowledged: true }
'''

// Used by analyze api
buildRestTests.setups['analyze_sample'] = '''
  - do:
        indices.create:
          index: analyze_sample
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
              analysis:
                normalizer:
                  my_normalizer:
                    type: custom
                    filter: [lowercase]
            mappings:
              properties:
                obj1.field1:
                  type: text'''

// Used by percentile/percentile-rank aggregations
buildRestTests.setups['latency'] = '''
  - do:
        indices.create:
          index: latency
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                load_time:
                  type: long
  - do:
        bulk:
          index: latency
          refresh: true
          body: |'''


for (int i = 0; i < 100; i++) {
  def value = i
  if (i % 10) {
    value = i * 10
  }
  buildRestTests.setups['latency'] += """
            {"index":{}}
            {"load_time": "$value"}"""
}

// Used by t_test aggregations
buildRestTests.setups['node_upgrade'] = '''
  - do:
        indices.create:
          index: node_upgrade
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                name:
                  type: keyword
                startup_time_before:
                  type: long
                startup_time_after:
                  type: long
  - do:
        bulk:
          index: node_upgrade
          refresh: true
          body: |
            {"index":{}}
            {"name": "A", "startup_time_before": 102, "startup_time_after": 89}
            {"index":{}}
            {"name": "B", "startup_time_before": 99, "startup_time_after": 93}
            {"index":{}}
            {"name": "C", "startup_time_before": 111, "startup_time_after": 72}
            {"index":{}}
            {"name": "D", "startup_time_before": 97, "startup_time_after": 98}
            {"index":{}}
            {"name": "E", "startup_time_before": 101, "startup_time_after": 102}
            {"index":{}}
            {"name": "F", "startup_time_before": 99, "startup_time_after": 98}'''

// Used by iprange agg
buildRestTests.setups['iprange'] = '''
  - do:
        indices.create:
          index: ip_addresses
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                ip:
                  type: ip
  - do:
        bulk:
          index: ip_addresses
          refresh: true
          body: |'''


for (int i = 0; i < 255; i++) {
  buildRestTests.setups['iprange'] += """
            {"index":{}}
            {"ip": "10.0.0.$i"}"""
}
for (int i = 0; i < 5; i++) {
  buildRestTests.setups['iprange'] += """
            {"index":{}}
            {"ip": "9.0.0.$i"}"""
  buildRestTests.setups['iprange'] += """
            {"index":{}}
            {"ip": "11.0.0.$i"}"""
  buildRestTests.setups['iprange'] += """
            {"index":{}}
            {"ip": "12.0.0.$i"}"""
}
// Used by SQL because it looks SQL-ish
buildRestTests.setups['library'] = '''
  - do:
        indices.create:
          index: library
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
                properties:
                  name:
                    type: text
                    fields:
                      keyword:
                        type: keyword
                  author:
                    type: text
                    fields:
                      keyword:
                        type: keyword
                  release_date:
                    type: date
                  page_count:
                    type: short
  - do:
        bulk:
          index: library
          refresh: true
          body: |
            {"index":{"_id": "Leviathan Wakes"}}
            {"name": "Leviathan Wakes", "author": "James S.A. Corey", "release_date": "2011-06-02", "page_count": 561}
            {"index":{"_id": "Hyperion"}}
            {"name": "Hyperion", "author": "Dan Simmons", "release_date": "1989-05-26", "page_count": 482}
            {"index":{"_id": "Dune"}}
            {"name": "Dune", "author": "Frank Herbert", "release_date": "1965-06-01", "page_count": 604}
            {"index":{"_id": "Dune Messiah"}}
            {"name": "Dune Messiah", "author": "Frank Herbert", "release_date": "1969-10-15", "page_count": 331}
            {"index":{"_id": "Children of Dune"}}
            {"name": "Children of Dune", "author": "Frank Herbert", "release_date": "1976-04-21", "page_count": 408}
            {"index":{"_id": "God Emperor of Dune"}}
            {"name": "God Emperor of Dune", "author": "Frank Herbert", "release_date": "1981-05-28", "page_count": 454}
            {"index":{"_id": "Consider Phlebas"}}
            {"name": "Consider Phlebas", "author": "Iain M. Banks", "release_date": "1987-04-23", "page_count": 471}
            {"index":{"_id": "Pandora's Star"}}
            {"name": "Pandora's Star", "author": "Peter F. Hamilton", "release_date": "2004-03-02", "page_count": 768}
            {"index":{"_id": "Revelation Space"}}
            {"name": "Revelation Space", "author": "Alastair Reynolds", "release_date": "2000-03-15", "page_count": 585}
            {"index":{"_id": "A Fire Upon the Deep"}}
            {"name": "A Fire Upon the Deep", "author": "Vernor Vinge", "release_date": "1992-06-01", "page_count": 613}
            {"index":{"_id": "Ender's Game"}}
            {"name": "Ender's Game", "author": "Orson Scott Card", "release_date": "1985-06-01", "page_count": 324}
            {"index":{"_id": "1984"}}
            {"name": "1984", "author": "George Orwell", "release_date": "1985-06-01", "page_count": 328}
            {"index":{"_id": "Fahrenheit 451"}}
            {"name": "Fahrenheit 451", "author": "Ray Bradbury", "release_date": "1953-10-15", "page_count": 227}
            {"index":{"_id": "Brave New World"}}
            {"name": "Brave New World", "author": "Aldous Huxley", "release_date": "1932-06-01", "page_count": 268}
            {"index":{"_id": "Foundation"}}
            {"name": "Foundation", "author": "Isaac Asimov", "release_date": "1951-06-01", "page_count": 224}
            {"index":{"_id": "The Giver"}}
            {"name": "The Giver", "author": "Lois Lowry", "release_date": "1993-04-26", "page_count": 208}
            {"index":{"_id": "Slaughterhouse-Five"}}
            {"name": "Slaughterhouse-Five", "author": "Kurt Vonnegut", "release_date": "1969-06-01", "page_count": 275}
            {"index":{"_id": "The Hitchhiker's Guide to the Galaxy"}}
            {"name": "The Hitchhiker's Guide to the Galaxy", "author": "Douglas Adams", "release_date": "1979-10-12", "page_count": 180}
            {"index":{"_id": "Snow Crash"}}
            {"name": "Snow Crash", "author": "Neal Stephenson", "release_date": "1992-06-01", "page_count": 470}
            {"index":{"_id": "Neuromancer"}}
            {"name": "Neuromancer", "author": "William Gibson", "release_date": "1984-07-01", "page_count": 271}
            {"index":{"_id": "The Handmaid's Tale"}}
            {"name": "The Handmaid's Tale", "author": "Margaret Atwood", "release_date": "1985-06-01", "page_count": 311}
            {"index":{"_id": "Starship Troopers"}}
            {"name": "Starship Troopers", "author": "Robert A. Heinlein", "release_date": "1959-12-01", "page_count": 335}
            {"index":{"_id": "The Left Hand of Darkness"}}
            {"name": "The Left Hand of Darkness", "author": "Ursula K. Le Guin", "release_date": "1969-06-01", "page_count": 304}
            {"index":{"_id": "The Moon is a Harsh Mistress"}}
            {"name": "The Moon is a Harsh Mistress", "author": "Robert A. Heinlein", "release_date": "1966-04-01", "page_count": 288}

'''
buildRestTests.setups['sensor_rollup_job'] = '''
  - do:
      indices.create:
        index: sensor-1
        body:
          settings:
            number_of_shards: 1
            number_of_replicas: 0
          mappings:
            properties:
              timestamp:
                type: date
              temperature:
                type: long
              voltage:
                type: float
              node:
                type: keyword
  - do:
      raw:
        method: PUT
        path: _rollup/job/sensor
        body:  >
            {
                "index_pattern": "sensor-*",
                "rollup_index": "sensor_rollup",
                "cron": "*/30 * * * * ?",
                "page_size" :1000,
                "groups" : {
                  "date_histogram": {
                    "field": "timestamp",
                    "fixed_interval": "1h",
                    "delay": "7d"
                  },
                  "terms": {
                    "fields": ["node"]
                  }
                },
                "metrics": [
                    {
                        "field": "temperature",
                        "metrics": ["min", "max", "sum"]
                    },
                    {
                        "field": "voltage",
                        "metrics": ["avg"]
                    }
                ]
            }
'''
buildRestTests.setups['sensor_started_rollup_job'] = '''
  - do:
      indices.create:
        index: sensor-1
        body:
          settings:
            number_of_shards: 1
            number_of_replicas: 0
          mappings:
            properties:
              timestamp:
                type: date
              temperature:
                type: long
              voltage:
                type: float
              node:
                type: keyword

  - do:
      bulk:
        index: sensor-1
        refresh: true
        body: |
          {"index":{}}
          {"timestamp": 1516729294000, "temperature": 200, "voltage": 5.2, "node": "a"}
          {"index":{}}
          {"timestamp": 1516642894000, "temperature": 201, "voltage": 5.8, "node": "b"}
          {"index":{}}
          {"timestamp": 1516556494000, "temperature": 202, "voltage": 5.1, "node": "a"}
          {"index":{}}
          {"timestamp": 1516470094000, "temperature": 198, "voltage": 5.6, "node": "b"}
          {"index":{}}
          {"timestamp": 1516383694000, "temperature": 200, "voltage": 4.2, "node": "c"}
          {"index":{}}
          {"timestamp": 1516297294000, "temperature": 202, "voltage": 4.0, "node": "c"}

  - do:
      raw:
        method: PUT
        path: _rollup/job/sensor
        body:  >
            {
                "index_pattern": "sensor-*",
                "rollup_index": "sensor_rollup",
                "cron": "* * * * * ?",
                "page_size" :1000,
                "groups" : {
                  "date_histogram": {
                    "field": "timestamp",
                    "fixed_interval": "1h",
                    "delay": "7d"
                  },
                  "terms": {
                    "fields": ["node"]
                  }
                },
                "metrics": [
                    {
                        "field": "temperature",
                        "metrics": ["min", "max", "sum"]
                    },
                    {
                        "field": "voltage",
                        "metrics": ["avg"]
                    }
                ]
            }
  - do:
      raw:
        method: POST
        path: _rollup/job/sensor/_start
'''

buildRestTests.setups['sensor_index'] = '''
  - do:
      indices.create:
        index: sensor-1
        body:
          settings:
            number_of_shards: 1
            number_of_replicas: 0
          mappings:
            properties:
              timestamp:
                type: date
              temperature:
                type: long
              voltage:
                type: float
              node:
                type: keyword
              load:
                type: double
              net_in:
                type: long
              net_out:
                type: long
              hostname:
                type: keyword
              datacenter:
                type: keyword
'''

buildRestTests.setups['sensor_prefab_data'] = '''
  - do:
      indices.create:
        index: sensor-1
        body:
          settings:
            number_of_shards: 1
            number_of_replicas: 0
          mappings:
            properties:
              timestamp:
                type: date
              temperature:
                type: long
              voltage:
                type: float
              node:
                type: keyword
  - do:
      indices.create:
        index: sensor_rollup
        body:
          settings:
            number_of_shards: 1
            number_of_replicas: 0
          mappings:
            properties:
              node.terms.value:
                type: keyword
              temperature.sum.value:
                type: double
              temperature.max.value:
                type: double
              temperature.min.value:
                type: double
              timestamp.date_histogram.time_zone:
                type: keyword
              timestamp.date_histogram.interval:
                type: keyword
              timestamp.date_histogram.timestamp:
                type: date
              timestamp.date_histogram._count:
                type: long
              voltage.avg.value:
                type: double
              voltage.avg._count:
                type: long
              _rollup.id:
                type: keyword
              _rollup.version:
                type: long
            _meta:
              _rollup:
                sensor:
                  cron: "* * * * * ?"
                  rollup_index: "sensor_rollup"
                  index_pattern: "sensor-*"
                  timeout: "20s"
                  page_size: 1000
                  groups:
                    date_histogram:
                      delay: "7d"
                      field: "timestamp"
                      fixed_interval: "60m"
                      time_zone: "UTC"
                    terms:
                      fields:
                        - "node"
                  id: sensor
                  metrics:
                    - field: "temperature"
                      metrics:
                        - min
                        - max
                        - sum
                    - field: "voltage"
                      metrics:
                        - avg

  - do:
      bulk:
        index: sensor_rollup
        refresh: true
        body: |
          {"index":{}}
          {"node.terms.value":"b","temperature.sum.value":201.0,"temperature.max.value":201.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":201.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":5.800000190734863,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516640400000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}
          {"index":{}}
          {"node.terms.value":"c","temperature.sum.value":200.0,"temperature.max.value":200.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":200.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":4.199999809265137,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516381200000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}
          {"index":{}}
          {"node.terms.value":"a","temperature.sum.value":202.0,"temperature.max.value":202.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":202.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":5.099999904632568,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516554000000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}
          {"index":{}}
          {"node.terms.value":"a","temperature.sum.value":200.0,"temperature.max.value":200.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":200.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":5.199999809265137,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516726800000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}
          {"index":{}}
          {"node.terms.value":"b","temperature.sum.value":198.0,"temperature.max.value":198.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":198.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":5.599999904632568,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516467600000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}
          {"index":{}}
          {"node.terms.value":"c","temperature.sum.value":202.0,"temperature.max.value":202.0,"timestamp.date_histogram.time_zone":"UTC","temperature.min.value":202.0,"timestamp.date_histogram._count":1,"timestamp.date_histogram.interval":"1h","_rollup.computed":["temperature.sum","temperature.min","voltage.avg","temperature.max","node.terms","timestamp.date_histogram"],"voltage.avg.value":4.0,"node.terms._count":1,"_rollup.version":1,"timestamp.date_histogram.timestamp":1516294800000,"voltage.avg._count":1.0,"_rollup.id":"sensor"}

'''
buildRestTests.setups['sample_job'] = '''
  - do:
      ml.put_job:
        job_id: "sample_job"
        body:  >
          {
            "description" : "Very basic job",
            "analysis_config" : {
              "bucket_span":"10m",
              "detectors" :[
              {
                "function": "count"
              }
            ]},
            "data_description" : {
              "time_field":"timestamp",
              "time_format": "epoch_ms"
            }
          }
'''
buildRestTests.setups['farequote_index'] = '''
  - do:
        indices.create:
          index: farequote
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              metric:
                properties:
                  time:
                    type: date
                  responsetime:
                    type: float
                  airline:
                     type: keyword
                  doc_count:
                     type: integer
'''
buildRestTests.setups['farequote_data'] = buildRestTests.setups['farequote_index'] + '''
  - do:
        bulk:
          index: farequote
          refresh: true
          body: |
            {"index": {"_id":"1"}}
            {"airline":"JZA","responsetime":990.4628,"time":"2016-02-07T00:00:00+0000", "doc_count": 5}
            {"index": {"_id":"2"}}
            {"airline":"JBU","responsetime":877.5927,"time":"2016-02-07T00:00:00+0000", "doc_count": 23}
            {"index": {"_id":"3"}}
            {"airline":"KLM","responsetime":1355.4812,"time":"2016-02-07T00:00:00+0000", "doc_count": 42}
'''
buildRestTests.setups['farequote_job'] = buildRestTests.setups['farequote_data'] + '''
  - do:
      ml.put_job:
        job_id: "farequote"
        body:  >
          {
            "analysis_config": {
              "bucket_span": "60m",
              "detectors": [{
                "function": "mean",
                "field_name": "responsetime",
                "by_field_name": "airline"
              }],
            "summary_count_field_name": "doc_count"
            },
            "data_description": {
              "time_field": "time"
            }
          }
'''
buildRestTests.setups['farequote_datafeed'] = buildRestTests.setups['farequote_job'] + '''
  - do:
      ml.put_datafeed:
        datafeed_id: "datafeed-farequote"
        body:  >
          {
          "job_id":"farequote",
          "indexes":"farequote"
          }
'''
buildRestTests.setups['server_metrics_index'] = '''
  - do:
        indices.create:
          index: server-metrics
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                timestamp:
                  type: date
                total:
                  type: long
'''
buildRestTests.setups['server_metrics_data'] = buildRestTests.setups['server_metrics_index'] + '''
  - do:
        bulk:
          index: server-metrics
          refresh: true
          body: |
            {"index": {"_id":"1177"}}
            {"timestamp":"2017-03-23T13:00:00","total":40476}
            {"index": {"_id":"1178"}}
            {"timestamp":"2017-03-23T13:00:00","total":15287}
            {"index": {"_id":"1179"}}
            {"timestamp":"2017-03-23T13:00:00","total":-776}
            {"index": {"_id":"1180"}}
            {"timestamp":"2017-03-23T13:00:00","total":11366}
            {"index": {"_id":"1181"}}
            {"timestamp":"2017-03-23T13:00:00","total":3606}
            {"index": {"_id":"1182"}}
            {"timestamp":"2017-03-23T13:00:00","total":19006}
            {"index": {"_id":"1183"}}
            {"timestamp":"2017-03-23T13:00:00","total":38613}
            {"index": {"_id":"1184"}}
            {"timestamp":"2017-03-23T13:00:00","total":19516}
            {"index": {"_id":"1185"}}
            {"timestamp":"2017-03-23T13:00:00","total":-258}
            {"index": {"_id":"1186"}}
            {"timestamp":"2017-03-23T13:00:00","total":9551}
            {"index": {"_id":"1187"}}
            {"timestamp":"2017-03-23T13:00:00","total":11217}
            {"index": {"_id":"1188"}}
            {"timestamp":"2017-03-23T13:00:00","total":22557}
            {"index": {"_id":"1189"}}
            {"timestamp":"2017-03-23T13:00:00","total":40508}
            {"index": {"_id":"1190"}}
            {"timestamp":"2017-03-23T13:00:00","total":11887}
            {"index": {"_id":"1191"}}
            {"timestamp":"2017-03-23T13:00:00","total":31659}
'''
buildRestTests.setups['server_metrics_job'] = buildRestTests.setups['server_metrics_data'] + '''
  - do:
      ml.put_job:
        job_id: "total-requests"
        body:  >
          {
            "description" : "Total sum of requests",
            "analysis_config" : {
              "bucket_span":"10m",
              "detectors" :[
              {
                "detector_description": "Sum of total",
                "function": "sum",
                "field_name": "total"
              }
            ]},
            "data_description" : {
              "time_field":"timestamp",
              "time_format": "epoch_ms"
            }
          }
'''
buildRestTests.setups['server_metrics_job-raw'] = buildRestTests.setups['server_metrics_data'] + '''
  - do:
      raw:
        method: PUT
        path: _ml/anomaly_detectors/total-requests
        body:  >
          {
            "description" : "Total sum of requests",
            "analysis_config" : {
              "bucket_span":"10m",
              "detectors" :[
              {
                "detector_description": "Sum of total",
                "function": "sum",
                "field_name": "total"
              }
            ]},
            "data_description" : {
              "time_field":"timestamp",
              "time_format": "epoch_ms"
            }
          }
'''
buildRestTests.setups['server_metrics_datafeed'] = buildRestTests.setups['server_metrics_job'] + '''
  - do:
      ml.put_datafeed:
        datafeed_id: "datafeed-total-requests"
        body:  >
          {
          "job_id":"total-requests",
          "indexes":"server-metrics"
          }
'''
buildRestTests.setups['server_metrics_datafeed-raw'] = buildRestTests.setups['server_metrics_job-raw'] + '''
  - do:
      raw:
        method: PUT
        path: _ml/datafeeds/datafeed-total-requests
        body:  >
          {
          "job_id":"total-requests",
          "indexes":"server-metrics"
          }
'''
buildRestTests.setups['server_metrics_openjob'] = buildRestTests.setups['server_metrics_datafeed'] + '''
  - do:
      ml.open_job:
        job_id: "total-requests"
'''
buildRestTests.setups['server_metrics_openjob-raw'] = buildRestTests.setups['server_metrics_datafeed-raw'] + '''
  - do:
      raw:
        method: POST
        path: _ml/anomaly_detectors/total-requests/_open
'''
buildRestTests.setups['server_metrics_startdf'] = buildRestTests.setups['server_metrics_openjob'] + '''
  - do:
      ml.start_datafeed:
        datafeed_id: "datafeed-total-requests"
'''
buildRestTests.setups['calendar_outages'] = '''
  - do:
        ml.put_calendar:
          calendar_id: "planned-outages"
'''
buildRestTests.setups['calendar_outages_addevent'] = buildRestTests.setups['calendar_outages'] + '''
  - do:
        ml.post_calendar_events:
          calendar_id: "planned-outages"
          body: >
            { "description": "event 1", "start_time": "2017-12-01T00:00:00Z", "end_time": "2017-12-02T00:00:00Z", "calendar_id": "planned-outages" }


'''
buildRestTests.setups['calendar_outages_openjob'] = buildRestTests.setups['server_metrics_openjob'] + '''
  - do:
       ml.put_calendar:
         calendar_id: "planned-outages"
'''
buildRestTests.setups['calendar_outages_addjob'] = buildRestTests.setups['server_metrics_openjob'] + '''
  - do:
       ml.put_calendar:
         calendar_id: "planned-outages"
         body:  >
           {
           "job_ids": ["total-requests"]
           }
'''
buildRestTests.setups['calendar_outages_addevent'] = buildRestTests.setups['calendar_outages_addjob'] + '''
  - do:
       ml.post_calendar_events:
         calendar_id: "planned-outages"
         body:  >
           { "events" : [
           { "description": "event 1", "start_time": "1513641600000", "end_time": "1513728000000"},
           { "description": "event 2", "start_time": "1513814400000", "end_time": "1513900800000"},
           { "description": "event 3", "start_time": "1514160000000", "end_time": "1514246400000"}
           ]}
'''

// used by median absolute deviation aggregation
buildRestTests.setups['reviews'] = '''
  - do:
        indices.create:
          index: reviews
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                product:
                  type: keyword
                rating:
                  type: long
  - do:
        bulk:
          index: reviews
          refresh: true
          body: |
            {"index": {"_id": "1"}}
            {"product": "widget-foo", "rating": 1}
            {"index": {"_id": "2"}}
            {"product": "widget-foo", "rating": 5}
'''
buildRestTests.setups['remote_cluster'] = buildRestTests.setups['host'] + '''
  - do:
      cluster.put_settings:
        body:
          persistent:
            cluster.remote.remote_cluster.seeds: $transport_host
'''

buildRestTests.setups['remote_cluster_and_leader_index'] = buildRestTests.setups['remote_cluster'] + '''
  - do:
      indices.create:
        index: leader_index
        body:
          settings:
            index.number_of_replicas: 0
            index.number_of_shards: 1
            index.soft_deletes.enabled: true
'''

buildRestTests.setups['seats'] = '''
  - do:
        indices.create:
          index: seats
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                theatre:
                  type: keyword
                cost:
                  type: long
                row:
                  type: long
                number:
                  type: long
                sold:
                  type: boolean
  - do:
        bulk:
          index: seats
          refresh: true
          body: |
            {"index":{"_id": "1"}}
            {"theatre": "Skyline", "cost": 37, "row": 1, "number": 7, "sold": false}
            {"index":{"_id": "2"}}
            {"theatre": "Graye", "cost": 30, "row": 3, "number": 5, "sold": false}
            {"index":{"_id": "3"}}
            {"theatre": "Graye", "cost": 33, "row": 2, "number": 6, "sold": false}
            {"index":{"_id": "4"}}
            {"theatre": "Skyline", "cost": 20, "row": 5, "number": 2, "sold": false}'''
buildRestTests.setups['kibana_sample_data_ecommerce'] = '''
  - do:
        indices.create:
          index: kibana_sample_data_ecommerce
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
'''
buildRestTests.setups['add_timestamp_pipeline'] = '''
  - do:
      ingest.put_pipeline:
        id: "add_timestamp_pipeline"
        body:  >
          {
            "processors": [
              {
                "set" : {
                  "field" : "@timestamp",
                  "value" : "{{_ingest.timestamp}}"
                }
              }
            ]
          }
'''
buildRestTests.setups['simple_kibana_continuous_pivot'] = buildRestTests.setups['kibana_sample_data_ecommerce'] + buildRestTests.setups['add_timestamp_pipeline']  + '''
  - do:
      raw:
        method: PUT
        path: _transform/simple-kibana-ecomm-pivot
        body:  >
          {
            "source": {
              "index": "kibana_sample_data_ecommerce",
              "query": {
                "term": {
                  "geoip.continent_name": {
                    "value": "Asia"
                  }
                }
              }
            },
            "pivot": {
              "group_by": {
                "customer_id": {
                  "terms": {
                    "field": "customer_id"
                  }
                }
              },
              "aggregations": {
                "max_price": {
                  "max": {
                    "field": "taxful_total_price"
                  }
                }
              }
            },
            "description": "Maximum priced ecommerce data",
            "dest": {
              "index": "kibana_sample_data_ecommerce_transform",
              "pipeline": "add_timestamp_pipeline"
            },
            "frequency": "5m",
            "sync": {
              "time": {
                "field": "order_date",
                "delay": "60s"
              }
            }
          }
'''
buildRestTests.setups['setup_logdata'] = '''
  - do:
        indices.create:
          index: logdata
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                grade:
                  type: byte
  - do:
        bulk:
          index: logdata
          refresh: true
          body: |
            {"index":{}}
            {"grade": 100, "weight": 2}
            {"index":{}}
            {"grade": 50, "weight": 3}
'''
buildRestTests.setups['logdata_job'] = buildRestTests.setups['setup_logdata'] + '''
  - do:
      ml.put_data_frame_analytics:
        id: "loganalytics"
        body:  >
          {
            "source": {
              "index": "logdata"
              },
            "dest": {
              "index": "logdata_out"
              },
            "analysis": {
              "outlier_detection": {}
            }
          }
'''
// Used by snapshot lifecycle management docs
buildRestTests.setups['setup-repository'] = '''
  - do:
      snapshot.create_repository:
        repository: my_repository
        body:
          type: fs
          settings:
            location: buildDir/cluster/shared/repo
'''