'1.0', 'info' => ['style' => 'ROA', 'product' => 'paiAutoML', 'version' => '2022-08-28'], 'components' => [ 'schemas' => [ 'AutofeExperimentConfiguration' => [ 'type' => 'object', 'properties' => [ 'oss_config' => [ 'type' => 'object', 'required' => true, 'properties' => [ 'oss_bucket' => ['type' => 'string', 'required' => true], 'oss_access_id' => ['type' => 'string', 'required' => false], 'oss_access_key' => ['type' => 'string', 'required' => false], 'oss_role_arn' => ['type' => 'string', 'required' => false], 'oss_endpoint' => ['type' => 'string', 'required' => true], ], ], 'odps_config' => [ 'type' => 'object', 'required' => true, 'properties' => [ 'odps_region_id' => ['type' => 'string', 'required' => true], 'odps_project_name' => ['type' => 'string', 'required' => true], 'odps_endpoint' => ['type' => 'string', 'required' => true], 'odps_access_id' => ['type' => 'string'], 'odps_access_key' => ['type' => 'string'], 'odps_role_arn' => ['type' => 'string'], ], ], 'yml_config' => [ 'type' => 'object', 'required' => true, 'properties' => [ 'workspace_name' => ['type' => 'string', 'required' => true], 'output_config_oss_dir' => ['type' => 'string', 'required' => true], 'label' => ['type' => 'string', 'required' => true], 'data_source' => ['type' => 'string', 'required' => true], 'data_type' => ['type' => 'string'], 'aggregate_only' => ['type' => 'string'], 'reuse_results' => ['type' => 'string'], 'workers' => ['type' => 'string'], 'memory' => ['type' => 'string'], 'cpu' => ['type' => 'string'], 'debug_mode' => ['type' => 'string'], 'action' => ['type' => 'string'], 'sample_size' => ['type' => 'string'], 'analyze_exp_id' => ['type' => 'string'], 'data_partition' => ['type' => 'string'], 'exclude_columns' => ['type' => 'string'], 'feature_selection' => ['type' => 'string'], 'selection_exp_id' => ['type' => 'string'], 'pipeline_exp_id' => ['type' => 'string'], 'sample_ratio' => ['type' => 'string'], 'filter_thresh' => ['type' => 'string'], 'skip_select' => ['type' => 'string'], 'iv_thresh' => ['type' => 'string'], ], ], ], ], 'HpoExperimentConfig' => [ 'type' => 'object', 'properties' => [ 'params_config' => [ 'type' => 'object', 'properties' => [ 'params_src_dst_filepath' => [ 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'platform_config' => [ 'type' => 'object', 'required' => true, 'properties' => [ 'name' => ['type' => 'string', 'required' => true], 'cmd' => [ 'type' => 'array', 'required' => true, 'items' => ['type' => 'string', 'required' => true], ], 'resume' => ['type' => 'string'], ], ], 'metric_config' => [ 'type' => 'object', 'required' => true, 'properties' => [ 'metric_type' => ['type' => 'string', 'required' => true], 'metric_source' => [ 'type' => 'array', 'required' => true, 'items' => ['type' => 'string'], ], 'final_mode' => ['type' => 'string', 'required' => true], 'metric_dict' => ['type' => 'object', 'required' => true], 'source_list_final_mode' => ['type' => 'string'], ], ], 'oss_config' => [ 'type' => 'object', 'properties' => [ 'endpoint' => ['type' => 'string'], 'accessKeyID' => ['type' => 'string'], 'accessKeySecret' => ['type' => 'string'], 'role_arn' => ['type' => 'string'], ], ], 'odps_config' => [ 'type' => 'object', 'properties' => [ 'access_id' => ['type' => 'string'], 'access_key' => ['type' => 'string'], 'project_name' => ['type' => 'string'], 'end_point' => ['type' => 'string'], 'log_view_host' => ['type' => 'string'], 'region' => ['type' => 'string'], 'role_arn' => ['type' => 'string'], ], ], 'ts_config' => [ 'type' => 'object', 'properties' => [ 'access_key_id' => ['type' => 'string'], 'access_key_secret' => ['type' => 'string'], 'region_id' => ['type' => 'string'], 'endpoint' => ['type' => 'string'], ], ], 'paiflow_config' => [ 'type' => 'object', 'properties' => [ 'access_key_id' => ['type' => 'string'], 'access_key_secret' => ['type' => 'string'], 'region_id' => ['type' => 'string'], 'workspace_id' => ['type' => 'string'], ], ], 'yml_config' => [ 'type' => 'object', 'properties' => [ 'trial_concurrency' => ['type' => 'integer', 'format' => 'int32'], 'max_trial_number' => ['type' => 'integer', 'format' => 'int32'], 'experiment_name' => ['type' => 'string'], 'tuner' => [ 'type' => 'object', 'properties' => [ 'name' => ['type' => 'string'], 'class_args' => ['type' => 'object'], ], ], 'debug' => ['type' => 'boolean'], 'log_level' => ['type' => 'string'], 'assessor' => [ 'type' => 'object', 'properties' => [ 'name' => ['type' => 'string'], 'class_args' => [ 'type' => 'object', 'properties' => [ 'proportion' => ['type' => 'number', 'format' => 'float'], 'start_step' => ['type' => 'integer', 'format' => 'int32'], 'moving_avg' => ['type' => 'string'], 'optimize_mode' => ['type' => 'string'], 'earlystop' => ['type' => 'boolean'], ], ], ], ], ], ], 'search_space' => ['type' => 'object'], 'k8s_config' => [ 'type' => 'object', 'properties' => [ 'nni_container_requested_memory' => ['type' => 'string'], 'nni_container_requested_cpu' => ['type' => 'string'], 'nni_container_memory_limit' => ['type' => 'string'], 'nni_container_cpu_limit' => ['type' => 'string'], ], ], 'dlc_config' => [ 'type' => 'object', 'properties' => [ 'access_id' => ['type' => 'string'], 'access_key' => ['type' => 'string'], 'endpoint' => ['type' => 'string'], 'region' => ['type' => 'string'], 'protocol' => ['type' => 'string'], ], ], 'schedule_config' => [ 'type' => 'object', 'properties' => [ 'day' => ['type' => 'string'], 'start_time' => ['type' => 'string'], 'end_time' => ['type' => 'string'], ], ], 'monitor_config' => [ 'type' => 'object', 'properties' => [ 'url' => ['type' => 'string'], 'keyword' => ['type' => 'string'], 'at_mobiles' => ['type' => 'string'], 'at_user_ids' => ['type' => 'string'], 'is_at_all' => ['type' => 'string'], ], ], 'output_config' => [ 'type' => 'object', 'properties' => [ 'model_path' => ['type' => 'string'], 'summary_path' => ['type' => 'string'], ], ], ], ], ], ], 'apis' => [ 'CreateAutofeExperiment' => [ 'path' => '/api/automl/v1/autofe/experiment', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'Name' => ['type' => 'string', 'required' => true], 'AutofeExperimentConfiguration' => ['$ref' => '#/components/schemas/AutofeExperimentConfiguration', 'required' => false], 'Description' => ['type' => 'string', 'required' => false], 'Accessibility' => ['type' => 'string', 'required' => false], 'WorkspaceId' => ['type' => 'string', 'required' => false], 'Tag' => [ 'type' => 'array', 'required' => false, 'items' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'Key' => ['type' => 'string', 'required' => false], 'Value' => ['type' => 'string', 'required' => false], ], ], 'maxItems' => 20, ], ], ], ], ], ], 'CreateHpoExperiment' => [ 'path' => '/api/automl/v1/hpo/experiment', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'HpoExperimentConfiguration' => ['$ref' => '#/components/schemas/HpoExperimentConfig', 'required' => false], 'Name' => ['type' => 'string', 'required' => false], 'WorkspaceId' => ['type' => 'string', 'required' => false], 'Description' => ['type' => 'string', 'required' => false], 'Accessibility' => ['type' => 'string', 'required' => false], 'Tag' => [ 'type' => 'array', 'required' => false, 'items' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'Key' => ['type' => 'string', 'required' => false], 'Value' => ['type' => 'string', 'required' => false], ], ], 'maxItems' => 20, ], ], ], ], ], ], 'CreateServiceIdentityRole' => [ 'path' => '/api/automl/v1/serviceidentityrole', 'methods' => ['post'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [], ], 'DeleteHpoExperiment' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/delete', 'methods' => ['put'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], ], ], 'GetAutofeExperiment' => [ 'path' => '/api/automl/v1/autofe/experiment/{ExperimentId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], ], ], 'GetHpoExperiment' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], ], ], 'GetHpoTrial' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/trial/{TrialId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], [ 'name' => 'TrialId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], ], ], 'GetServiceIdentityRole' => [ 'path' => '/api/automl/v1/serviceidentityrole', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [], ], 'ListHpoExperimentLogs' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/logs', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'LogName', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], ], ], 'ListHpoExperiments' => [ 'path' => '/api/automl/v1/hpo/experiments', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'Name', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Creator', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'MinCreateTime', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'MaxCreateTime', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Status', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'WorkspaceId', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Accessibility', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'IncludeConfigData', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Tag', 'in' => 'query', 'style' => 'json', 'schema' => [ 'type' => 'array', 'required' => false, 'items' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'Key' => ['type' => 'string', 'required' => false], 'Value' => ['type' => 'string', 'required' => false], ], ], ], ], ], ], 'ListHpoTrialCommands' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/trial/{TrialId}/commands', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'TrialId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], ], ], 'ListHpoTrialLogNames' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/trial/{TrialId}/lognames', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], [ 'name' => 'TrialId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], ], ], 'ListHpoTrialLogs' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/trial/{TrialId}/logs', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'TrialId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'LogName', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], ], ], 'ListHpoTrials' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/trials', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32', 'required' => false], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false], ], ], ], 'RestartHpoTrials' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/restart_trials', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'TrialIds' => [ 'type' => 'array', 'required' => false, 'items' => ['type' => 'string', 'required' => false], ], 'TrialHyperParameters' => ['type' => 'string', 'required' => false], ], ], ], ], ], 'StopHpoExperiment' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/stop', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true], ], ], ], 'StopHpoTrials' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/stop_trials', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'TrialIds' => [ 'type' => 'array', 'required' => false, 'items' => ['type' => 'string', 'required' => false], ], ], ], ], ], ], 'UpdateHpoExperiment' => [ 'path' => '/api/automl/v1/hpo/experiment/{ExperimentId}/update', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'parameters' => [ [ 'name' => 'ExperimentId', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => false], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'HpoExperimentConfiguration' => ['$ref' => '#/components/schemas/HpoExperimentConfig', 'required' => false], 'Description' => ['type' => 'string', 'required' => false], 'Accessibility' => ['type' => 'string', 'required' => false], 'Name' => ['type' => 'string', 'required' => false], 'WorkspaceId' => ['type' => 'string', 'required' => false], 'Tag' => [ 'type' => 'array', 'required' => false, 'items' => [ 'type' => 'object', 'required' => false, 'properties' => [ 'Key' => ['type' => 'string', 'required' => false], 'Value' => ['type' => 'string', 'required' => false], ], ], ], ], ], ], ], ], ], 'endpoints' => [ ['regionId' => 'cn-shenzhen', 'regionName' => '华南1（深圳）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-shenzhen.aliyuncs.com', 'endpoint' => 'paiautoml.cn-shenzhen.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-shenzhen.aliyuncs.com'], ['regionId' => 'cn-wulanchabu', 'regionName' => '华北6（乌兰察布）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-wulanchabu.aliyuncs.com', 'endpoint' => 'paiautoml.cn-wulanchabu.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-wulanchabu.aliyuncs.com'], ['regionId' => 'cn-beijing', 'regionName' => '华北2（北京）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-beijing.aliyuncs.com', 'endpoint' => 'paiautoml.cn-beijing.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-beijing.aliyuncs.com'], ['regionId' => 'cn-shanghai', 'regionName' => '华东2（上海）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-shanghai.aliyuncs.com', 'endpoint' => 'paiautoml.cn-shanghai.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-shanghai.aliyuncs.com'], ['regionId' => 'cn-hongkong', 'regionName' => '中国香港', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-hongkong.aliyuncs.com', 'endpoint' => 'paiautoml.cn-hongkong.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-hongkong.aliyuncs.com'], ['regionId' => 'cn-hangzhou', 'regionName' => '华东1（杭州）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'paiautoml.cn-hangzhou.aliyuncs.com', 'endpoint' => 'paiautoml.cn-hangzhou.aliyuncs.com', 'vpc' => 'paiautoml-vpc.cn-hangzhou.aliyuncs.com'], ], ];