apply plugin: 'elasticsearch.yaml-rest-test' dependencies { yamlRestTestImplementation project(path: xpackModule('core')) yamlRestTestImplementation project(path: xpackModule('core'), configuration: 'testArtifacts') yamlRestTestImplementation 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' } } yamlRestTest { 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 zero', '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 zero', '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_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_match', '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.all { 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,ingest_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' }