OpenSearch/x-pack/plugin/ml/qa/ml-with-security/build.gradle

apply plugin: 'elasticsearch.testclusters'
apply plugin: 'elasticsearch.standalone-rest-test'
apply plugin: 'elasticsearch.rest-test'
apply plugin: 'elasticsearch.rest-resources'

dependencies {
  testImplementation project(path: xpackModule('core'), configuration: 'default')
  testImplementation project(path: xpackModule('core'), configuration: 'testArtifacts')
  testImplementation project(path: xpackProject('plugin').path, configuration: 'testArtifacts')
}

// bring in machine learning rest test suite
restResources {
  restApi {
    includeCore '_common', 'cluster', 'nodes', 'indices', 'index', 'search', 'get', 'count', 'ingest', 'bulk'
    includeXpack 'ml', 'cat'
  }
  restTests {
    includeXpack 'ml'
  }
}

integTest.runner {
  systemProperty 'tests.rest.blacklist', [
    // Remove this test because it doesn't call an ML endpoint and we don't want
    // to grant extra permissions to the users used in this test suite
    'ml/ml_classic_analyze/Test analyze API with an analyzer that does what we used to do in native code',
    // Remove tests that are expected to throw an exception, because we cannot then
    // know whether to expect an authorization exception or a validation exception
    'ml/calendar_crud/Test get calendar given missing',
    'ml/calendar_crud/Test cannot create calendar with name _all',
    'ml/calendar_crud/Test PageParams with ID is invalid',
    'ml/calendar_crud/Test post calendar events given empty events',
    'ml/calendar_crud/Test put calendar given id contains invalid chars',
    'ml/calendar_crud/Test delete event from non existing calendar',
    'ml/calendar_crud/Test delete job from non existing calendar',
    'ml/custom_all_field/Test querying custom all field',
    'ml/datafeeds_crud/Test delete datafeed with missing id',
    'ml/datafeeds_crud/Test put datafeed referring to missing job_id',
    'ml/datafeeds_crud/Test put datafeed with invalid query',
    'ml/datafeeds_crud/Test put datafeed with security headers in the body',
    'ml/datafeeds_crud/Test update datafeed with missing id',
    'ml/data_frame_analytics_crud/Test put config with security headers in the body',
    'ml/data_frame_analytics_crud/Test put config with create_time in the body',
    'ml/data_frame_analytics_crud/Test put config with version in the body',
    'ml/data_frame_analytics_crud/Test put config with inconsistent body/param ids',
    'ml/data_frame_analytics_crud/Test put config with invalid id',
    'ml/data_frame_analytics_crud/Test put config with invalid dest index name',
    'ml/data_frame_analytics_crud/Test put config with pattern dest index name',
    'ml/data_frame_analytics_crud/Test put config with missing concrete source index',
    'ml/data_frame_analytics_crud/Test put config with missing wildcard source index',
    'ml/data_frame_analytics_crud/Test put config with dest index same as source index',
    'ml/data_frame_analytics_crud/Test put config with dest index matching multiple indices',
    'ml/data_frame_analytics_crud/Test put config with dest index included in source via alias',
    'ml/data_frame_analytics_crud/Test put config with remote source index',
    'ml/data_frame_analytics_crud/Test put config with unknown top level field',
    'ml/data_frame_analytics_crud/Test put config with unknown field in outlier detection analysis',
    'ml/data_frame_analytics_crud/Test put config given analyzed_fields include field excluded by source',
    'ml/data_frame_analytics_crud/Test put config given missing source',
    'ml/data_frame_analytics_crud/Test put config given source with empty index array',
    'ml/data_frame_analytics_crud/Test put config given source with empty string in index array',
    'ml/data_frame_analytics_crud/Test put config given source without index',
    'ml/data_frame_analytics_crud/Test put config given missing dest',
    'ml/data_frame_analytics_crud/Test put config given dest index contains uppercase chars',
    'ml/data_frame_analytics_crud/Test put config given dest with empty index',
    'ml/data_frame_analytics_crud/Test put config given dest without index',
    'ml/data_frame_analytics_crud/Test put config given missing analysis',
    'ml/data_frame_analytics_crud/Test put config given empty analysis',
    'ml/data_frame_analytics_crud/Test max model memory limit',
    'ml/data_frame_analytics_crud/Test put outlier_detection given n_neighbors is negative',
    'ml/data_frame_analytics_crud/Test put outlier_detection given n_neighbors is zero',
    'ml/data_frame_analytics_crud/Test put outlier_detection given feature_influence_threshold is negative',
    'ml/data_frame_analytics_crud/Test put outlier_detection given feature_influence_threshold is greater than one',
    'ml/data_frame_analytics_crud/Test put outlier_detection given outlier_fraction is negative',
    'ml/data_frame_analytics_crud/Test put outlier_detection given outlier_fraction is greater than one',
    'ml/data_frame_analytics_crud/Test put regression given dependent_variable is not defined',
    'ml/data_frame_analytics_crud/Test put regression given negative lambda',
    'ml/data_frame_analytics_crud/Test put regression given negative gamma',
    'ml/data_frame_analytics_crud/Test put regression given eta less than 1e-3',
    'ml/data_frame_analytics_crud/Test put regression given eta greater than one',
    'ml/data_frame_analytics_crud/Test put regression given max_trees is zero',
    'ml/data_frame_analytics_crud/Test put regression given max_trees is greater than 2k',
    'ml/data_frame_analytics_crud/Test put regression given feature_bag_fraction is negative',
    'ml/data_frame_analytics_crud/Test put regression given feature_bag_fraction is greater than one',
    'ml/data_frame_analytics_crud/Test put regression given training_percent is less than one',
    'ml/data_frame_analytics_crud/Test put regression given training_percent is greater than hundred',
    'ml/data_frame_analytics_crud/Test put regression given loss_function_parameter is zero',
    'ml/data_frame_analytics_crud/Test put regression given loss_function_parameter is negative',
    'ml/data_frame_analytics_crud/Test put classification given dependent_variable is not defined',
    'ml/data_frame_analytics_crud/Test put classification given negative lambda',
    'ml/data_frame_analytics_crud/Test put classification given negative gamma',
    'ml/data_frame_analytics_crud/Test put classification given eta less than 1e-3',
    'ml/data_frame_analytics_crud/Test put classification given eta greater than one',
    'ml/data_frame_analytics_crud/Test put classification given max_trees is zero',
    'ml/data_frame_analytics_crud/Test put classification given max_trees is greater than 2k',
    'ml/data_frame_analytics_crud/Test put classification given feature_bag_fraction is negative',
    'ml/data_frame_analytics_crud/Test put classification given feature_bag_fraction is greater than one',
    'ml/data_frame_analytics_crud/Test put classification given num_top_classes is less than zero',
    'ml/data_frame_analytics_crud/Test put classification given num_top_classes is greater than 1k',
    'ml/data_frame_analytics_crud/Test put classification given training_percent is less than one',
    'ml/data_frame_analytics_crud/Test put classification given training_percent is greater than hundred',
    'ml/estimate_model_memory/Test missing overall cardinality',
    'ml/estimate_model_memory/Test missing max bucket cardinality',
    'ml/evaluate_data_frame/Test given missing index',
    'ml/evaluate_data_frame/Test given index does not exist',
    'ml/evaluate_data_frame/Test given missing evaluation',
    'ml/evaluate_data_frame/Test outlier_detection auc_roc given actual_field is always true',
    'ml/evaluate_data_frame/Test outlier_detection auc_roc given actual_field is always false',
    'ml/evaluate_data_frame/Test outlier_detection given evaluation with empty metrics',
    'ml/evaluate_data_frame/Test outlier_detection given missing actual_field',
    'ml/evaluate_data_frame/Test outlier_detection given missing predicted_probability_field',
    'ml/evaluate_data_frame/Test outlier_detection given precision with threshold less than zero',
    'ml/evaluate_data_frame/Test outlier_detection given recall with threshold less than zero',
    'ml/evaluate_data_frame/Test outlier_detection given confusion_matrix with threshold less than zero',
    'ml/evaluate_data_frame/Test outlier_detection given precision with empty thresholds',
    'ml/evaluate_data_frame/Test outlier_detection given recall with empty thresholds',
    'ml/evaluate_data_frame/Test outlier_detection given confusion_matrix with empty thresholds',
    'ml/evaluate_data_frame/Test classification given evaluation with empty metrics',
    'ml/evaluate_data_frame/Test classification given missing actual_field',
    'ml/evaluate_data_frame/Test classification given missing predicted_field',
    'ml/evaluate_data_frame/Test regression given evaluation with empty metrics',
    'ml/evaluate_data_frame/Test regression given missing actual_field',
    'ml/evaluate_data_frame/Test regression given missing predicted_field',
    'ml/explain_data_frame_analytics/Test neither job id nor body',
    'ml/explain_data_frame_analytics/Test both job id and body',
    'ml/explain_data_frame_analytics/Test missing job',
    'ml/explain_data_frame_analytics/Test empty data frame given body',
    'ml/delete_job_force/Test cannot force delete a non-existent job',
    'ml/delete_model_snapshot/Test delete snapshot missing snapshotId',
    'ml/delete_model_snapshot/Test delete snapshot missing job_id',
    'ml/delete_model_snapshot/Test delete with in-use model',
    'ml/filter_crud/Test create filter api with mismatching body ID',
    'ml/filter_crud/Test create filter given invalid filter_id',
    'ml/filter_crud/Test get filter API with bad ID',
    'ml/filter_crud/Test non-existing filter',
    'ml/filter_crud/Test update filter given remove item is not present',
    'ml/filter_crud/Test get all filter given index exists but no mapping for filter_id',
    'ml/get_datafeed_stats/Test get datafeed stats given missing datafeed_id',
    'ml/get_datafeeds/Test get datafeed given missing datafeed_id',
    'ml/inference_crud/Test delete given used trained model',
    'ml/inference_crud/Test delete with missing model',
    'ml/inference_crud/Test get given missing trained model',
    'ml/inference_crud/Test get given expression without matches and allow_no_match is false',
    'ml/inference_crud/Test put ensemble with empty models',
    'ml/inference_crud/Test put ensemble with tree where tree has out of bounds feature_names index',
    'ml/inference_crud/Test put model with empty input.field_names',
    'ml/inference_crud/Test PUT model where target type and inference config mismatch',
    'ml/inference_processor/Test create processor with missing mandatory fields',
    'ml/inference_processor/Test create and delete pipeline with inference processor',
    'ml/inference_processor/Test create processor with deprecated fields',
    'ml/inference_processor/Test simulate',
    'ml/inference_stats_crud/Test get stats given missing trained model',
    'ml/inference_stats_crud/Test get stats given expression without matches and allow_no_match is false',
    'ml/jobs_crud/Test cannot create job with existing categorizer state document',
    'ml/jobs_crud/Test cannot create job with existing quantiles document',
    'ml/jobs_crud/Test cannot create job with existing result document',
    'ml/jobs_crud/Test cannot create job with model snapshot id set',
    'ml/jobs_crud/Test cannot decrease model_memory_limit below current usage',
    'ml/jobs_crud/Test get job API with non existing job id',
    'ml/jobs_crud/Test put job after closing results index',
    'ml/jobs_crud/Test put job after closing state index',
    'ml/jobs_crud/Test put job with inconsistent body/param ids',
    'ml/jobs_crud/Test put job with inconsistent model snapshot settings',
    'ml/jobs_crud/Test put job with time field in analysis_config',
    'ml/jobs_crud/Test put job with duplicate detector configurations',
    'ml/jobs_crud/Test job with categorization_analyzer and categorization_filters',
    'ml/jobs_get/Test get job given missing job_id',
    'ml/jobs_get_result_buckets/Test mutually-exclusive params',
    'ml/jobs_get_result_buckets/Test mutually-exclusive params via body',
    'ml/jobs_get_result_categories/Test with invalid param combinations',
    'ml/jobs_get_result_categories/Test with invalid param combinations via body',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given missing job',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given non-matching expression and not allow_no_jobs',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given top_n is 0',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given top_n is negative',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given invalid start param',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given invalid end param',
    'ml/jobs_get_result_overall_buckets/Test overall buckets given bucket_span is smaller than max job bucket_span',
    'ml/jobs_get_stats/Test get job stats given missing job',
    'ml/jobs_get_stats/Test no exception on get job stats with missing index',
    'ml/job_groups/Test put job with empty group',
    'ml/job_groups/Test put job with group that matches an job id',
    'ml/job_groups/Test put job with group that matches its id',
    'ml/job_groups/Test put job with id that matches an existing group',
    'ml/job_groups/Test put job with invalid group',
    'ml/ml_info/Test ml info',
    'ml/pipeline_inference/Test setting results field is invalid',
    'ml/post_data/Test Flush data with invalid parameters',
    'ml/post_data/Test flushing and posting a closed job',
    'ml/post_data/Test open and close with non-existent job id',
    'ml/post_data/Test POST data with invalid parameters',
    'ml/preview_datafeed/Test preview missing datafeed',
    'ml/revert_model_snapshot/Test revert model with invalid snapshotId',
    'ml/start_data_frame_analytics/Test start given missing source index',
    'ml/start_data_frame_analytics/Test start outlier_detection given source index has no fields',
    'ml/start_data_frame_analytics/Test start regression given source index only has dependent variable',
    'ml/start_data_frame_analytics/Test start with inconsistent body/param ids',
    'ml/start_data_frame_analytics/Test start given dest index is not empty',
    'ml/start_data_frame_analytics/Test start with compatible fields but no data',
    'ml/start_stop_datafeed/Test start datafeed job, but not open',
    'ml/start_stop_datafeed/Test start non existing datafeed',
    'ml/start_stop_datafeed/Test stop non existing datafeed',
    'ml/update_model_snapshot/Test without description',
    'ml/validate/Test invalid job config',
    'ml/validate/Test job config is invalid because model snapshot id set',
    'ml/validate/Test job config that is invalid only because of the job ID',
    'ml/validate/Test job config with duplicate detector configurations',
    'ml/validate_detector/Test invalid detector',
    'ml/delete_forecast/Test delete on _all forecasts not allow no forecasts',
    'ml/delete_forecast/Test delete forecast on missing forecast',
    'ml/set_upgrade_mode/Attempt to open job when upgrade_mode is enabled',
    'ml/set_upgrade_mode/Setting upgrade_mode to enabled',
    'ml/set_upgrade_mode/Setting upgrade mode to disabled from enabled',
    'ml/set_upgrade_mode/Test setting upgrade_mode to false when it is already false'
  ].join(',')
}


testClusters.integTest {
  testDistribution = 'DEFAULT'
  extraConfigFile 'roles.yml', file('roles.yml')
  user username: "x_pack_rest_user", password: "x-pack-test-password"
  user username: "ml_admin", password: "x-pack-test-password", role: "minimal,machine_learning_admin"
  user username: "ml_user", password: "x-pack-test-password", role: "minimal,machine_learning_user"
  user username: "no_ml", password: "x-pack-test-password", role: "minimal"
  setting 'xpack.license.self_generated.type', 'trial'
  setting 'xpack.security.enabled', 'true'
}