elasticsearch/docs/build.gradle

import org.elasticsearch.gradle.info.BuildParams

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

/*
 * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
 * or more contributor license agreements. Licensed under the Elastic License
 * 2.0 and the Server Side Public License, v 1; you may not use this file except
 * in compliance with, at your election, the Elastic License 2.0 or the Server
 * Side Public License, v 1.
 */

apply plugin: 'elasticsearch.docs-test'
apply plugin: 'elasticsearch.rest-resources'

/* List of files that have snippets that will not work until platinum tests can occur ... */
tasks.named("buildRestTests").configure {
  expectedUnconvertedCandidates = [
          'reference/ml/anomaly-detection/ml-configuring-transform.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 {
    include '*'
  }
}

testClusters.matching { it.name == "integTest"}.configureEach {
  if (singleNode().testDistribution == DEFAULT) {
    setting 'xpack.license.self_generated.type', 'trial'
    setting 'indices.lifecycle.history_index_enabled', 'false'
    systemProperty 'es.shutdown_feature_flag_enabled', 'true'
    keystorePassword 'keystore-password'
  }

  // 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') && BuildParams.inFipsJvm) {
      return
    }
    plugin subproj.path
  }
}

tasks.named("integTest").configure {
  doFirst {
    delete("${buildDir}/cluster/shared/repo")
  }
}

ext.docsFileTree = 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 (BuildParams.inFipsJvm) {
    // 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'
  }
}

tasks.named("buildRestTests").configure {
  docs = docsFileTree
}

tasks.named("listSnippets").configure {
  docs = docsFileTree
}

tasks.named("listConsoleCandidates").configure {
  docs = docsFileTree
}

Closure setupMyIndex = { String name, int count ->
  tasks.named("buildRestTests").configure { buildRestTests ->
    buildRestTests.setups[name] = '''
  - do:
        indices.create:
          index: my-index-000001
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
            mappings:
              properties:
                "@timestamp":
                  type: date
                http:
                  properties:
                    request:
                      properties:
                        method:
                          type: keyword
                message:
                  type: text
                  fields:
                    keyword:
                      type: keyword
                user:
                  properties:
                    id:
                      type: keyword
                      doc_values: true
  - do:
        bulk:
          index: my-index-000001
          refresh: true
          body: |'''
    for (int i = 0; i < count; i++) {
      String ip, user_id
      if (i == 0) {
        ip = '127.0.0.1'
        user_id = 'kimchy'
      } else {
        ip = '10.42.42.42'
        user_id = 'elkbee'
      }
      buildRestTests.setups[name] += """
            { "index":{"_id": "$i"} }
            { "@timestamp": "2099-11-15T14:12:12", "http": { "request": { "method": "get" }, "response": { "bytes": 1070000, "status_code": 200 }, "version": "1.1" }, "message": "GET /search HTTP/1.1 200 1070000", "source": { "ip": "$ip" }, "user": { "id": "$user_id" } }"""
    }
  }
}
setupMyIndex('my_index', 5)
setupMyIndex('my_index_big', 120)
setupMyIndex('my_index_huge', 1200)

tasks.named("buildRestTests").configure {buildRestTests ->

setups['my_data_stream_template'] = '''
  - do:
      indices.put_index_template:
        name: my-data-stream-template
        body: |
          {
            "index_patterns": [ "my-data-stream*" ],
            "data_stream": { },
            "priority": 500
          }
'''

setups['my_data_stream'] = setups['my_data_stream_template'] + '''
  - do:
      raw:
        method: PUT
        path: '_data_stream/my-data-stream'
'''

teardowns['data_stream_cleanup'] = '''
  - do:
      raw:
        method: DELETE
        path: '_data_stream/*'
  - is_true: acknowledged
  - do:
      raw:
        method: DELETE
        path: '_index_template/*'
  - is_true: acknowledged
'''

// Used for several full-text search and agg examples
buildRestTests.setups['messages'] = '''
  - do:
        indices.create:
          index: my-index-000001
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 1
  - do:
        bulk:
          index: my-index-000001
          refresh: true
          body: |
            {"index":{"_id": "0"}}
            {"message": "trying out Elasticsearch", "context": "foo"}
            {"index":{"_id": "1"}}
            {"message": "some message with the number 1", "context": "bar"}
            {"index":{"_id": "2"}}
            {"message": "some message with the number 2", "context": "bar"}
            {"index":{"_id": "3"}}
            {"message": "some message with the number 3", "context": "bar"}
            {"index":{"_id": "4"}}
            {"message": "some message with the number 4", "context": "bar"}
'''

// Used for EQL
setups['sec_logs'] = setups['my_data_stream'] + '''
  - do:
        bulk:
          index: my-data-stream
          refresh: true
          body: |
            {"create":{}}
            {"@timestamp": "2099-12-06T11:04:05.000Z", "event": { "category": "process", "id": "edwCRnyD", "sequence": 1 }, "process": { "pid": 2012, "name": "cmd.exe", "executable": "C:\\\\Windows\\\\System32\\\\cmd.exe" }}
            {"create":{}}
            {"@timestamp": "2099-12-06T11:04:07.000Z", "event": { "category": "file", "id": "dGCHwoeS", "sequence": 2 }, "file": { "accessed": "2099-12-07T11:07:08.000Z", "name": "cmd.exe", "path": "C:\\\\Windows\\\\System32\\\\cmd.exe", "type": "file", "size": 16384 }, "process": { "pid": 2012, "name": "cmd.exe", "executable": "C:\\\\Windows\\\\System32\\\\cmd.exe" }}
            {"create":{}}
            {"@timestamp": "2099-12-07T11:06:07.000Z", "event": { "category": "process", "id": "cMyt5SZ2", "sequence": 3 }, "process": { "pid": 2012, "name": "cmd.exe", "executable": "C:\\\\Windows\\\\System32\\\\cmd.exe" } }
            {"create":{}}
            {"@timestamp": "2099-12-07T11:07:09.000Z", "event": { "category": "process", "id": "aR3NWVOs", "sequence": 4 }, "process": { "pid": 2012, "name": "regsvr32.exe", "command_line": "regsvr32.exe  /s /u /i:https://...RegSvr32.sct scrobj.dll", "executable": "C:\\\\Windows\\\\System32\\\\regsvr32.exe" }}
            {"create":{}}
            {"@timestamp": "2099-12-07T11:07:10.000Z", "event": { "category": "file", "id": "tZ1NWVOs", "sequence": 5 }, "process": { "pid": 2012, "name": "regsvr32.exe", "executable": "C:\\\\Windows\\\\System32\\\\regsvr32.exe" }, "file": { "path": "C:\\\\Windows\\\\System32\\\\scrobj.dll", "name": "scrobj.dll" }}
            {"create":{}}
            {"@timestamp": "2099-12-07T11:07:10.000Z", "event": { "category": "process", "id": "GTSmSqgz0U", "sequence": 6, "type": "termination" }, "process": { "pid": 2012, "name": "regsvr32.exe", "executable": "C:\\\\Windows\\\\System32\\\\regsvr32.exe" }}'''

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"}'''


// Fake 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 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
                  copy_to: custom_all
                custom_all:
                  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_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:
                group:
                  type: keyword
                startup_time_before:
                  type: long
                startup_time_after:
                  type: long
  - do:
        bulk:
          index: node_upgrade
          refresh: true
          body: |
            {"index":{}}
            {"group": "A", "startup_time_before": 102, "startup_time_after": 89}
            {"index":{}}
            {"group": "A", "startup_time_before": 99, "startup_time_after": 93}
            {"index":{}}
            {"group": "A", "startup_time_before": 111, "startup_time_after": 72}
            {"index":{}}
            {"group": "B", "startup_time_before": 97, "startup_time_after": 98}
            {"index":{}}
            {"group": "B", "startup_time_before": 101, "startup_time_after": 102}
            {"index":{}}
            {"group": "B", "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"]
           }
'''
setups['calendar_outages_addevent'] = 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
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}
'''
setups['remote_cluster'] = setups['host'] + '''
  - do:
      cluster.put_settings:
        body:
          persistent:
            cluster.remote.remote_cluster.seeds: $transport_host
'''


setups['remote_cluster_and_leader_index'] = 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
'''

setups['remote_cluster_and_leader_index_and_follower_index'] = setups['remote_cluster_and_leader_index'] + '''
  - do:
      raw:
        method: PUT
        path: 'follower_index/_ccr/follow'
        wait_for_active_shards: 1
        body: |
          {
            "remote_cluster" : "remote_cluster",
            "leader_index" : "leader_index"
          }
  - is_true: follow_index_created
  - is_true: follow_index_shards_acked
  - is_true: index_following_started
'''

teardowns['pause_follow'] = '''
  - do:
      raw:
        method: POST
        path: 'follower_index/_ccr/pause_follow'
  - is_true: acknowledged
'''

setups['seats'] = '''
  - do:
        indices.create:
          index: seats
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                theatre:
                  type: keyword
                play:
                  type: keyword
                actors:
                  type: keyword
                date:
                  type: keyword
                time:
                  type: keyword
                cost:
                  type: long
                row:
                  type: long
                number:
                  type: long
                sold:
                  type: boolean
                datetime:
                  type: date

  - do:
      raw:
        method: PUT
        path: "_ingest/pipeline/seats"
        body: |
          {
            "description": "update datetime for seats",
            "processors": [
              {
                "script": {
                  "source": "String[] dateSplit = ctx.date.splitOnToken('-'); String year = dateSplit[0].trim(); String month = dateSplit[1].trim(); if (month.length() == 1) { month = '0' + month; } String day = dateSplit[2].trim(); if (day.length() == 1) { day = '0' + day; } boolean pm = ctx.time.substring(ctx.time.length() - 2).equals('PM'); String[] timeSplit = ctx.time.substring(0, ctx.time.length() - 2).splitOnToken(':'); int hours = Integer.parseInt(timeSplit[0].trim()); int minutes = Integer.parseInt(timeSplit[1].trim()); if (pm) { hours += 12; } String dts = year + '-' + month + '-' + day + 'T' + (hours < 10 ? '0' + hours : '' + hours) + ':' + (minutes < 10 ? '0' + minutes : '' + minutes) + ':00+08:00'; ZonedDateTime dt = ZonedDateTime.parse(dts, DateTimeFormatter.ISO_OFFSET_DATE_TIME); ctx.datetime = dt.getLong(ChronoField.INSTANT_SECONDS)*1000L;"
                }
              }
            ]
          }
  - do:
        bulk:
          index: seats
          pipeline: seats
          refresh: true
          body: |
            {"index":{"_id": "1"}}
            {"theatre": "Skyline", "play": "Rent", "actors": ["James Holland", "Krissy Smith", "Joe Muir", "Ryan Earns"], "date": "2021-4-1", "time": "3:00PM", "cost": 37, "row": 1, "number": 7, "sold": false}
            {"index":{"_id": "2"}}
            {"theatre": "Graye", "play": "Rent", "actors": ["Dave Christmas"], "date": "2021-4-1", "time": "3:00PM", "cost": 30, "row": 3, "number": 5, "sold": false}
            {"index":{"_id": "3"}}
            {"theatre": "Graye", "play": "Rented", "actors": ["Dave Christmas"], "date": "2021-4-1", "time": "3:00PM", "cost": 33, "row": 2, "number": 6, "sold": false}
            {"index":{"_id": "4"}}
            {"theatre": "Skyline", "play": "Rented", "actors": ["James Holland", "Krissy Smith", "Joe Muir", "Ryan Earns"], "date": "2021-4-1", "time": "3:00PM", "cost": 20, "row": 5, "number": 2, "sold": false}
            {"index":{"_id": "5"}}
            {"theatre": "Down Port", "play": "Pick It Up", "actors": ["Joel Madigan", "Jessica Brown", "Baz Knight", "Jo Hangum", "Rachel Grass", "Phoebe Miller"], "date": "2018-4-2", "time": "8:00PM", "cost": 27.5, "row": 3, "number": 2, "sold": false}
            {"index":{"_id": "6"}}
            {"theatre": "Down Port", "play": "Harriot", "actors": ["Phoebe Miller", "Sarah Notch", "Brayden Green", "Joshua Iller", "Jon Hittle", "Rob Kettleman", "Laura Conrad", "Simon Hower", "Nora Blue", "Mike Candlestick", "Jacey Bell"], "date": "2018-8-7", "time": "8:00PM", "cost": 30.0, "row": 1, "number": 10, "sold": false}
            {"index":{"_id": "7"}}
            {"theatre": "Skyline", "play": "Auntie Jo", "actors": ["Jo Hangum", "Jon Hittle", "Rob Kettleman", "Laura Conrad", "Simon Hower", "Nora Blue"], "date": "2018-10-2", "time": "5:40PM", "cost": 22.5, "row": 7, "number": 10, "sold": false}
            {"index":{"_id": "8"}}
            {"theatre": "Skyline", "play": "Test Run", "actors": ["Joe Muir", "Ryan Earns", "Joel Madigan", "Jessica Brown"], "date": "2018-8-5", "time": "7:30PM", "cost": 17.5, "row": 11, "number": 12, "sold": true}
            {"index":{"_id": "9"}}
            {"theatre": "Skyline", "play": "Sunnyside Down", "actors": ["Krissy Smith", "Joe Muir", "Ryan Earns", "Nora Blue", "Mike Candlestick", "Jacey Bell"], "date": "2018-6-12", "time": "4:00PM", "cost": 21.25, "row": 8, "number": 15, "sold": true}
            {"index":{"_id": "10"}}
            {"theatre": "Graye", "play": "Line and Single", "actors": ["Nora Blue", "Mike Candlestick"], "date": "2018-6-5", "time": "2:00PM", "cost": 30.0, "row": 1, "number": 2, "sold": false}
            {"index":{"_id":"11"}}
            {"theatre": "Graye", "play": "Hamilton", "actors": ["Lin-Manuel Miranda", "Leslie Odom Jr."] ,"date":"2018-6-5", "time": "2:00PM", "cost": 5000.0, "row":1, "number": 20, "sold": true}
            '''
setups['kibana_sample_data_ecommerce'] = '''
  - do:
        indices.create:
          index: kibana_sample_data_ecommerce
          body:
            settings:
              number_of_shards: 1
              number_of_replicas: 0
            mappings:
              properties:
                order_date:
                  type: date
'''
setups['add_timestamp_pipeline'] = '''
  - do:
      ingest.put_pipeline:
        id: "add_timestamp_pipeline"
        body:  >
          {
            "processors": [
              {
                "set" : {
                  "field" : "@timestamp",
                  "value" : "{{_ingest.timestamp}}"
                }
              }
            ]
          }
'''
setups['simple_kibana_continuous_pivot'] = setups['kibana_sample_data_ecommerce'] + 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"
              }
            }
          }
'''
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}
'''
setups['logdata_job'] = 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
setups['setup-repository'] = '''
  - do:
      snapshot.create_repository:
        repository: my_repository
        body:
          type: fs
          settings:
            location: buildDir/cluster/shared/repo
'''

// Fake sec logs data used by EQL search
  setups['atomic_red_regsvr32'] = setups['my_data_stream'] + '''
  - do:
        bulk:
          index: my-data-stream
          refresh: true
          body: |
#atomic_red_data#
'''
  /* Load the actual events only if we're going to use them. */
  File atomicRedRegsvr32File = new File("$projectDir/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json")
  inputs.file(atomicRedRegsvr32File)

  doFirst {
    String events = atomicRedRegsvr32File.getText('UTF-8')
    // Indent like a yaml test needs
    events = events.replaceAll('(?m)^', '            ')
    setups['atomic_red_regsvr32'] =
    setups['atomic_red_regsvr32'].replace('#atomic_red_data#', events)
  }
}