'1.0', 'info' => ['style' => 'ROA', 'product' => 'PaiStudio', 'version' => '2022-01-12'], 'directories' => [ [ 'children' => ['GetResourceGroupTotal', 'GetResourceGroupRequest', 'DeleteResourceGroupMachineGroup', 'GetNodeMetrics', 'ListResourceGroupMachineGroups', 'GetUserViewMetrics', 'GetResourceGroupMachineGroup'], 'type' => 'directory', 'title' => '资源组', 'id' => 289468, ], [ 'children' => ['CreateAlgorithm', 'CreateAlgorithmVersion', 'DeleteAlgorithm', 'DeleteAlgorithmVersion', 'GetAlgorithm', 'GetAlgorithmVersion', 'ListAlgorithms', 'ListAlgorithmVersions', 'UpdateAlgorithm', 'UpdateAlgorithmVersion'], 'type' => 'directory', 'title' => '训练算法', 'id' => 289457, ], [ 'children' => ['CreateTrainingJob', 'CreateInstanceWebTerminal', 'CheckInstanceWebTerminal', 'DeleteTrainingJob', 'DeleteTrainingJobLabels', 'GetTrainingJob', 'GetTrainingJobErrorInfo', 'GetTrainingJobLatestMetrics', 'ListTrainingJobs', 'ListTrainingJobEvents', 'ListTrainingJobInstanceEvents', 'ListTrainingJobInstanceMetrics', 'ListTrainingJobLogs', 'ListTrainingJobMetrics', 'ListTrainingJobOutputModels', 'StopTrainingJob', 'UpdateTrainingJobLabels'], 'type' => 'directory', 'title' => '训练任务', 'id' => 289438, ], [ 'children' => ['ScaleQuota', 'ListQuotaWorkloads', 'ListQuotaActiveUserUsages'], 'type' => 'directory', 'title' => '资源配额', 'id' => 289430, ], [ 'children' => ['GetSpotPriceHistory', 'ListNodeTypes', 'OperateNode', 'CreateQuota', 'CreateResourceGroup', 'DeleteMachineGroup', 'DeleteQuota', 'DeleteResourceGroup', 'GetMachineGroup', 'GetQuota', 'GetResourceGroup', 'GetToken', 'ListNodes', 'ListQuotas', 'ListResourceGroups', 'ListTagResources', 'TagResources', 'UntagResources', 'UpdateQuota', 'UpdateResourceGroup'], 'type' => 'directory', 'title' => '其他', 'id' => 289483, ], ], 'components' => [ 'schemas' => [ 'ACS' => [ 'title' => 'ACS Quota Related Configuration', 'description' => 'ACS相关配置。', 'type' => 'object', 'properties' => [ 'ACSQuotaId' => ['title' => 'ACS Identifier', 'description' => 'ACS资源ID。', 'type' => 'string', 'example' => 'rq-3kbt2gtimmyw7fgfgothocvh'], 'AssociatedProducts' => [ 'title' => 'Products that can use ACS Quota', 'description' => '可使用ACS Quota的产品码。'."\n" ."\n" .'约束：'."\n" .'可以选多个子产品，但有些子产品之间存在互斥关系。可同时选择：'."\n" .'- PAI-DLC、PAI-DSW'."\n" .'- PAI-EAS', 'type' => 'array', 'items' => ['description' => '使用ACS资源的产品码。', 'type' => 'string', 'example' => 'PAI-DLC'], ], ], ], 'Action' => [ 'title' => '任务操作配置', 'description' => '操作配置', 'type' => 'object', 'properties' => [ 'ActionType' => ['title' => '操作类型', 'type' => 'string'], ], ], 'AlgorithmSpec' => [ 'title' => 'Defines how the training job of the algorithm run.', 'description' => '算法定义。', 'type' => 'object', 'properties' => [ 'OutputChannels' => [ 'title' => 'The outputs of the algorithm.', 'description' => '算法输出通道列表。', 'type' => 'array', 'items' => ['description' => '算法输出通道。', '$ref' => '#/components/schemas/Channel'], ], 'HyperParameters' => [ 'title' => 'The hype parameter used by the algorithm.', 'description' => '超参数定义列表。', 'type' => 'array', 'items' => ['description' => '超参数定义。', '$ref' => '#/components/schemas/HyperParameterDefinition'], ], 'JobType' => [ 'title' => 'Job type of the training job while running the algorithm.', 'description' => '任务类型。', 'type' => 'string', 'required' => true, 'example' => 'TFJob', 'enum' => ['TFJob', 'PyTorchJob', 'XGBoostJob', 'ElasticBatchJob'], ], 'Command' => [ 'title' => 'The command used for submit the job.', 'description' => '训练任务运行命令列表。', 'type' => 'array', 'items' => ['description' => '训练任务运行命令。', 'type' => 'string', 'example' => 'python train.py'], 'required' => true, ], 'MetricDefinitions' => [ 'title' => 'The output metrics of the algorithm.', 'description' => '训练任务指标采集定义列表。', 'type' => 'array', 'items' => ['description' => '训练任务指标采集定义。', '$ref' => '#/components/schemas/MetricDefinition'], ], 'InputChannels' => [ 'title' => 'The input for the algorithm.', 'description' => '算法输入通道列表。', 'type' => 'array', 'items' => ['description' => '算法输入通道。', '$ref' => '#/components/schemas/Channel'], 'required' => false, ], 'SupportsDistributedTraining' => ['title' => 'Indicates whether the algorithm support distributed training.', 'description' => '是否支持分布式训练。', 'type' => 'boolean', 'example' => 'true'], 'Image' => ['title' => 'The docker image used by the job of this algorithm.', 'description' => '训练镜像。', 'type' => 'string', 'required' => true, 'example' => 'registry.cn-shanghai.aliyuncs.com/pai-training/kmeans:v1.0.0'], 'SupportedInstanceTypes' => [ 'title' => 'A list of ECS instances that the algorithm can use to submit training job.', 'description' => '训练支持的弹性计算实例列表。', 'type' => 'array', 'items' => ['description' => '训练支持的弹性计算实例。', 'type' => 'string', 'example' => 'ecs.g6.2xlarge'], 'deprecated' => false, ], 'ComputeResource' => [ 'title' => 'Compute resource', 'description' => '计算资源定义。', 'type' => 'object', 'properties' => [ 'Policy' => [ 'title' => 'Policy', 'description' => '算法的计算资源配置策略。', 'type' => 'object', 'properties' => [ 'Version' => ['title' => 'Policy Version', 'description' => '配置策略版本。', 'type' => 'string', 'required' => true, 'example' => 'V1'], 'Value' => ['title' => 'Policy Value', 'description' => '策略内容，由json数组序列化而成。', 'type' => 'string', 'required' => true, 'example' => '[{\\"MinTotalCount\\":1,\\"MaxTotalCount\\":4,\\"RolePolicies\\":{\\"chief\\":{\\"Count\\":1},\\"ps\\":{\\"Count\\":1},\\"worker\\":{\\"Percentage\\":100}}},{\\"MinTotalCount\\":5,\\"MaxTotalCount\\":10,\\"RolePolicies\\":{\\"chief\\":{\\"Count\\":1},\\"ps\\":{\\"Percentage\\":20},\\"worker\\":{\\"Percentage\\":80}}},{\\"MinTotalCount\\":11,\\"RolePolicies\\":{\\"chief\\":{\\"Count\\":1},\\"ps\\":{\\"Percentage\\":40},\\"worker\\":{\\"Percentage\\":60}}}]'], ], 'required' => true, ], ], ], 'CodeDir' => ['description' => '自定义代码配置。', '$ref' => '#/components/schemas/Location'], 'Customization' => [ 'title' => 'Customization', 'description' => '自定义配置。', 'type' => 'object', 'properties' => [ 'CodeDir' => ['title' => 'CodeDir', 'description' => '是否使用自定义挂载的代码。', 'type' => 'boolean', 'example' => 'true'], ], ], 'ResourceRequirements' => [ 'title' => 'Resource requirements.', 'description' => '资源需求。', 'type' => 'array', 'items' => ['description' => '资源需求表达式。', '$ref' => '#/components/schemas/ConditionExpression'], ], 'ProgressDefinitions' => [ 'title' => 'ProgressDefinitions', 'description' => '训练进度监控。', 'type' => 'object', 'properties' => [ 'OverallProgress' => [ 'title' => 'OverallProgress', 'description' => '训练进度监控。', 'type' => 'object', 'properties' => [ 'Description' => ['title' => 'Description', 'description' => '监控描述。', 'type' => 'string', 'example' => 'training progress'], 'Regex' => ['title' => 'Regex', 'description' => '监控正则表达式。', 'type' => 'string', 'example' => '^[0-9]+([.][0-9]+){0,1}$'], ], ], 'RemainingTime' => [ 'title' => 'RemainingTime', 'description' => '训练剩余时间监控。', 'type' => 'object', 'properties' => [ 'Description' => ['title' => 'Description', 'description' => '监控描述。', 'type' => 'string', 'example' => 'training remaining time'], 'Regex' => ['title' => 'Regex', 'description' => '监控正则表达式。', 'type' => 'string', 'example' => '^[0-9]+([.][0-9]+){0,1}$'], ], ], ], ], ], ], 'AllocatedHyperNodeDetail' => [ 'type' => 'object', 'properties' => [ 'HyperNodeName' => ['title' => '超节点名', 'type' => 'string'], 'AllocatedNodeNum' => ['title' => '已分配节点数', 'type' => 'integer', 'format' => 'int64'], 'TotalNodeNum' => ['title' => '全部', 'type' => 'integer', 'format' => 'int64'], 'EmptyNodeNum' => ['title' => '空闲节点数', 'type' => 'integer', 'format' => 'int64'], ], ], 'AssignNodeSpec' => [ 'type' => 'object', 'properties' => [ 'EnableAssignNode' => ['type' => 'boolean'], 'NodeNames' => ['type' => 'string'], 'AntiAffinityNodeNames' => ['type' => 'string'], ], ], 'BindingPolicy' => [ 'title' => '绑定节点规则', 'description' => '绑定节点规则', 'type' => 'object', 'properties' => [ 'NodeSpecCount' => ['title' => '由调度器选择节点数量', 'description' => '由调度器选择节点数量', 'type' => 'integer', 'format' => 'int64', 'example' => '5'], 'IncludeNodes' => [ 'title' => '必须包含的节点名称列表', 'description' => '必须包含的节点名称列表', 'type' => 'array', 'items' => ['description' => '强制添加的节点id', 'type' => 'string', 'example' => 'lrnabc'], ], 'ExcludeNodes' => [ 'title' => '不可包含的节点名称列表', 'description' => '不可包含的节点名称列表', 'type' => 'array', 'items' => ['description' => '强制不包含的节点id', 'type' => 'string', 'example' => 'lrndef'], ], ], ], 'CacheInfo' => [ 'type' => 'object', 'properties' => [ 'MountPoint' => ['type' => 'string'], 'Port' => ['type' => 'string'], ], ], 'CacheService' => [ 'type' => 'object', 'properties' => [ 'CacheServiceId' => ['type' => 'string'], 'QuotaId' => ['type' => 'string'], 'UserVpc' => ['$ref' => '#/components/schemas/UserVpc'], 'CacheInfos' => [ 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/CacheInfo'], ], 'SupportedClientQuotaIds' => [ 'type' => 'array', 'items' => ['type' => 'string'], ], 'TenantId' => ['type' => 'string'], 'UserId' => ['type' => 'string'], 'CreatedBy' => ['type' => 'string'], 'GmtCreated' => ['type' => 'string'], 'Status' => ['type' => 'string'], 'SupportRDMA' => ['type' => 'string'], 'NetworkType' => ['type' => 'string'], 'ClusterId' => ['type' => 'string'], 'IsSharded' => ['type' => 'boolean'], ], ], 'CapacityLock' => [ 'type' => 'object', 'properties' => [ 'id' => ['type' => 'string'], 'gmtCreated' => ['type' => 'string'], 'gmtModified' => ['type' => 'string'], 'lockProvider' => ['type' => 'string'], 'privatePoolId' => ['type' => 'string'], 'tenantId' => ['type' => 'string'], 'instanceType' => ['type' => 'string'], 'zoneId' => ['type' => 'string'], 'paymentType' => ['type' => 'string'], 'status' => ['type' => 'string'], 'lastSyncTime' => ['type' => 'string'], 'lastReconcileAttemptTime' => ['type' => 'string'], 'crsReservationId' => ['type' => 'string'], 'expireTime' => ['type' => 'string'], 'operator' => ['type' => 'string'], 'description' => ['type' => 'string'], 'requestedCount' => ['type' => 'integer', 'format' => 'int32'], 'lockedCount' => ['type' => 'integer', 'format' => 'int32'], 'usedCount' => ['type' => 'integer', 'format' => 'int32'], 'availableCount' => ['type' => 'integer', 'format' => 'int32'], ], ], 'Channel' => [ 'title' => 'A named input/output for the algorithm.', 'description' => '输入/输出通道定义。', 'type' => 'object', 'properties' => [ 'Description' => ['title' => 'A brief description for the channel.', 'description' => '通道描述。', 'type' => 'string', 'example' => '模型输出。'], 'Required' => ['title' => 'Indicates whethe the channels is required.', 'description' => '通道是否必须配置。', 'type' => 'boolean', 'example' => 'true'], 'Properties' => ['title' => 'The properties of channel.', 'description' => '通道的存储配置。', 'type' => 'object', 'example' => '{}'], 'Name' => ['title' => 'The name of channel.', 'description' => '通道名。', 'type' => 'string', 'required' => true, 'example' => 'Model'], 'SupportedChannelTypes' => [ 'title' => 'Supported Channel Types', 'description' => '通道支持的存储类型列表。', 'type' => 'array', 'items' => ['description' => '存储类型。', 'type' => 'string', 'example' => 'oss'], 'required' => false, ], ], ], 'ClusterSpec' => [ 'type' => 'object', 'properties' => [ 'ClusterType' => ['type' => 'string'], 'Image' => ['type' => 'string'], 'DataSources' => [ 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/DataSource'], ], ], ], 'ComponentSpec' => [ 'title' => 'Defines how the training job of the algorithm run.', 'type' => 'object', 'properties' => [ 'OutputChannels' => [ 'title' => 'The outputs of the algorithm.', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/Channel'], ], 'HyperParameters' => [ 'title' => 'The hype parameter used by the algorithm.', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/HyperParameterDefinition'], ], 'JobType' => ['title' => 'Job type of the training job while running the algorithm.', 'type' => 'string', 'required' => true], 'Command' => ['title' => 'The command used for submit the job.', 'type' => 'string', 'required' => true], 'MetricDefinitions' => [ 'title' => 'The output metrics of the algorithm.', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/MetricDefinition'], ], 'InputChannels' => [ 'title' => 'The input for the algorithm.', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/Channel'], 'required' => false, ], 'Image' => ['title' => 'The docker image used by the job of this algorithm.', 'type' => 'string', 'required' => true], 'CodeDir' => ['$ref' => '#/components/schemas/Location'], 'ResourceRequirements' => [ 'title' => 'Resource requirements.', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/ConditionExpression'], ], ], ], 'ConditionExpression' => [ 'title' => 'A short description of struct', 'description' => '资源需求配置。', 'type' => 'object', 'properties' => [ 'Key' => ['title' => 'The key of the conditional expression.', 'description' => '需要资源的种类。', 'type' => 'string', 'required' => true, 'example' => 'SupportedMachineTypes'], 'Operator' => ['title' => 'The operator of the conditional expression', 'description' => '判断标准。', 'type' => 'string', 'required' => true, 'example' => 'in'], 'Values' => [ 'title' => 'The values of the conditional expression.', 'description' => '资源值列表。', 'type' => 'array', 'items' => ['description' => '资源值。', 'type' => 'string', 'example' => 'ecs.gn5-c4g1.xlarge'], 'required' => true, ], ], ], 'DataSource' => [ 'type' => 'object', 'properties' => [ 'DataSourceId' => ['type' => 'string'], 'MountPath' => ['type' => 'string'], 'Uri' => ['type' => 'string'], ], ], 'EcsSpec' => [ 'type' => 'object', 'properties' => [ 'InstanceType' => ['type' => 'string'], 'Cpu' => ['type' => 'integer', 'format' => 'int32'], 'Gpu' => ['type' => 'integer', 'format' => 'int32'], 'GpuType' => ['type' => 'string'], 'GpuTypeAlias' => ['type' => 'string'], 'Memory' => ['type' => 'integer', 'format' => 'int32'], 'SupportRDMA' => ['type' => 'boolean'], 'EriQuantity' => ['type' => 'integer', 'format' => 'int32'], 'SupportSetNetworkCardIndex' => ['type' => 'boolean'], 'AcceleratorType' => ['type' => 'string'], 'PlannedCpu' => ['type' => 'integer', 'format' => 'int32'], 'PlannedMemory' => ['type' => 'integer', 'format' => 'int32'], 'ResourceType' => ['type' => 'string'], 'EcsImageId' => ['type' => 'string'], 'GpuGUSpec' => ['type' => 'string'], 'GpuMemory' => ['type' => 'integer', 'format' => 'int32'], 'MachineModel' => ['type' => 'string'], 'SupportGPUShare' => ['type' => 'boolean'], 'NetworkMode' => ['type' => 'string'], ], ], 'EniCacheConfig' => [ 'type' => 'object', 'properties' => [ 'Enabled' => ['type' => 'boolean'], 'CachePoolSize' => ['type' => 'integer', 'format' => 'int32', 'maximum' => '255'], ], ], 'Event' => [ 'type' => 'object', 'properties' => [ 'ObjectId' => ['type' => 'string'], 'TriggeredBy' => ['type' => 'string'], 'TriggerUserId' => ['type' => 'string'], 'EventId' => ['type' => 'string'], 'EventType' => ['type' => 'string'], 'ObjectType' => ['type' => 'string'], 'TriggerTenantId' => ['type' => 'string'], 'TriggerTime' => ['type' => 'string'], 'IsTruncated' => ['type' => 'boolean'], 'Content' => ['type' => 'string'], 'Function' => ['type' => 'string'], ], ], 'Features' => [ 'title' => '灰度功能', 'description' => '灰度功能', 'type' => 'object', 'properties' => [ 'Quota' => [ 'title' => 'Quota功能', 'type' => 'object', 'properties' => [ 'IsEnabled' => ['title' => '是否开启', 'type' => 'boolean', 'example' => 'true'], ], ], ], ], 'ForwardInfo' => [ 'title' => 'User VPC Forward Info', 'description' => '用户 VPC 转发信息', 'type' => 'object', 'properties' => [ 'NatGatewayId' => ['title' => 'NAT Gateway ID', 'description' => 'NAT 网关 ID', 'type' => 'string', 'example' => 'nat-7j4mka9wguxj'], 'EipAllocationId' => ['title' => 'EIP Allocation ID', 'description' => 'EIP 分配 ID', 'type' => 'string', 'example' => 'eip-h29r78ieufbih'], ], ], 'GPUInfo' => [ 'title' => 'A short description of struct', 'description' => 'pai resource group ecs spec', 'type' => 'object', 'properties' => [ 'count' => ['title' => '数量', 'description' => '数量', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'type' => ['title' => '类型', 'description' => '类型', 'type' => 'string', 'example' => 'T4'], ], ], 'GPUMetric' => [ 'title' => 'A short description of struct', 'description' => 'GPU指标', 'type' => 'object', 'properties' => [ 'Index' => ['title' => 'GPU编号', 'type' => 'integer', 'format' => 'int64'], 'Model' => ['title' => '显卡型号', 'type' => 'string'], 'UsageRate' => ['title' => 'GPU使用率', 'type' => 'number', 'format' => 'float'], 'Status' => ['title' => '卡状态', 'type' => 'integer', 'format' => 'int64', 'example' => '0：异常；1：正常'], ], ], 'HyperParameterDefinition' => [ 'title' => 'Definition of the input hyper parameter for the algorithm.', 'description' => '超参数定义。', 'type' => 'object', 'properties' => [ 'DefaultValue' => ['title' => 'Default value for the parameter.', 'description' => '超参数默认值。', 'type' => 'string', 'example' => '0'], 'Type' => ['title' => 'Type of the parameter.', 'description' => '超参数类型。', 'type' => 'string', 'required' => true, 'example' => 'Integer'], 'Description' => ['title' => 'Description for the parameter.', 'description' => '超参数描述。', 'type' => 'string', 'example' => '参数定义了训练的batch_size。'], 'Required' => ['title' => 'Indicates whether the parameter is required', 'description' => '参数是否为必须参数。', 'type' => 'boolean', 'example' => 'true'], 'Name' => ['title' => 'Name of the parameter.', 'description' => '参数名。', 'type' => 'string', 'required' => true, 'example' => 'batch_size'], 'Range' => ['description' => '参数取值范围。', '$ref' => '#/components/schemas/HyperParameterRange'], 'DisplayName' => ['title' => 'Display name of parameter.', 'description' => '参数展示名。', 'type' => 'string', 'example' => 'Batch Size'], ], ], 'HyperParameterRange' => [ 'title' => 'A short description of struct', 'description' => '超参数取值范围。', 'type' => 'object', 'properties' => [ 'Enum' => [ 'title' => 'Enumerated values for hyperparameters.', 'description' => '超参数枚举列表。', 'type' => 'array', 'items' => ['description' => '枚举值。', 'type' => 'string', 'example' => '0'], 'required' => false, ], 'MinLength' => ['title' => 'Minimum length of string.', 'description' => '最小长度。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'MaxLength' => ['title' => 'Maximum length of string.', 'description' => '最大长度。', 'type' => 'integer', 'format' => 'int64', 'example' => '30'], 'Minimum' => ['title' => 'Minimum value.', 'description' => '最小值。', 'type' => 'string', 'example' => '0'], 'Maximum' => ['title' => 'Maximum value.', 'description' => '最大值。', 'type' => 'string', 'example' => '10'], 'ExclusiveMinimum' => ['title' => 'Whether to exclude minimum values.', 'description' => '取值范围是否排除最小值。', 'type' => 'boolean', 'example' => 'true'], 'ExclusiveMaximum' => ['title' => 'Whether to exclude maximum values', 'description' => '取值范围是否排除最大值。', 'type' => 'boolean', 'example' => 'true'], 'Pattern' => ['title' => 'Value Regex Pattern.', 'description' => '正则表达式。', 'type' => 'string', 'example' => '^\\+?[1-9][0-9]*$'], ], ], 'JobSettings' => [ 'title' => '作业额外参数配置', 'description' => '作业额外参数配置。', 'type' => 'object', 'properties' => [ 'BusinessUserId' => ['title' => '作业关联用户ID', 'description' => '作业关联用户ID。', 'type' => 'string', 'example' => '166924'], 'Caller' => ['title' => '调用方', 'description' => '调用方。', 'type' => 'string', 'example' => 'SilkFlow'], 'Tags' => [ 'title' => '自定义标签', 'description' => '自定义标签。', 'type' => 'object', 'additionalProperties' => ['description' => '自定义标签。', 'type' => 'string'], ], 'PipelineId' => ['title' => '工作流ID', 'description' => '工作流ID。', 'type' => 'string', 'example' => 'pid-123456'], 'EnableTideResource' => ['title' => '允许作业使用潮汐资源', 'description' => '允许作业使用潮汐资源。', 'type' => 'boolean', 'example' => 'true'], 'EnableErrorMonitoringInAIMaster' => ['title' => '允许打开作业容错监控', 'description' => '允许打开作业容错监控。', 'type' => 'boolean', 'example' => 'false'], 'ErrorMonitoringArgs' => ['title' => '用户指定容错监控的配置参数，比如指定是否启动基于log hang的检测', 'description' => '用户指定容错监控的配置参数，比如指定是否启动基于log hang的检测。', 'type' => 'string', 'example' => '--enable-log-hang-detection true'], 'EnableRDMA' => ['title' => '允许作业使用RDMA', 'description' => '允许作业使用RDMA。', 'type' => 'boolean', 'example' => 'true'], 'EnableOssAppend' => ['title' => '运行oss追加写', 'description' => '运行OSS追加写。', 'type' => 'boolean', 'example' => 'true'], 'OversoldType' => ['title' => '作业的超卖资源使用方式（不接受/可接受/只接受）', 'description' => '作业的超卖资源使用方式（不接受/可接受/只接受）。', 'type' => 'string', 'example' => 'AcceptQuotaOverSold'], 'AdvancedSettings' => ['title' => '额外高级参数配置', 'description' => '额外高级参数配置。', 'type' => 'object'], 'Driver' => ['title' => 'NVIDAI驱动配置', 'description' => 'NVIDAI驱动配置。', 'type' => 'string', 'example' => '535.54.03'], 'EnableSanityCheck' => ['title' => '允许作业开启算力健康检测', 'description' => '允许作业开启算力健康检测。', 'type' => 'boolean', 'example' => 'true'], 'SanityCheckArgs' => ['title' => '算力健康检测的配置参数', 'description' => '算力健康检测的配置参数。', 'type' => 'string', 'example' => '--sanity-check-timing=AfterJobFaultTolerant --sanity-check-timeout-ops=MarkJobFai'], 'JobReservedMinutes' => ['title' => '作业结束后保留的时长，单位分钟', 'description' => '作业结束后保留的时长，单位分钟。', 'type' => 'integer', 'format' => 'int32', 'example' => '30'], 'JobReservedPolicy' => [ 'title' => '作业结束后保留的策略', 'description' => '作业结束后保留的策略。', 'type' => 'string', 'example' => 'Always', 'enum' => ['Always', 'OnFailure', 'OnSucceed'], ], ], ], 'JobViewMetric' => [ 'title' => 'A short description of struct', 'description' => 'resource group metric', 'type' => 'object', 'properties' => [ 'ResourceGroupID' => ['title' => '资源组ID', 'type' => 'string', 'example' => 'rg17tmvwiokhzaxg'], 'TotalCPU' => ['title' => '总的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'CPUUsageRate' => ['title' => 'CPU使用率', 'type' => 'string'], 'GPUUsageRate' => ['title' => 'GPU使用率', 'type' => 'string'], 'TotalMemory' => ['title' => '总内存kb', 'type' => 'integer', 'format' => 'int64'], 'TotalGPU' => ['title' => '总的GPU卡数', 'type' => 'integer', 'format' => 'int32'], 'MemoryUsageRate' => ['title' => '内存使用率', 'type' => 'string'], 'RequestCPU' => ['title' => '占用的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestGPU' => ['title' => '占用的GPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestMemory' => ['title' => '占用的内存kb', 'type' => 'integer', 'format' => 'int64'], 'NetworkInputRate' => ['title' => '网络写入速率', 'type' => 'string'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'type' => 'string'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'type' => 'string'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'type' => 'string'], 'JobType' => ['title' => '任务类型dlc,dsw /etc', 'type' => 'string'], 'UserId' => ['title' => '用户ID', 'type' => 'string'], 'NodeNames' => [ 'title' => '节点列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'JobId' => ['title' => '任务ID', 'type' => 'string'], ], ], 'Label' => [ 'title' => 'A short description of struct', 'description' => 'label 结构体', 'type' => 'object', 'properties' => [ 'Key' => ['title' => 'Key of label.', 'description' => 'label的key', 'type' => 'string', 'example' => 'testAccTag'], 'Value' => ['title' => 'Value of label.', 'description' => 'label的值.', 'type' => 'string', 'example' => 'nihao'], ], ], 'Location' => [ 'title' => 'A short description of struct', 'description' => '代码配置。', 'type' => 'object', 'properties' => [ 'LocationType' => ['title' => 'Location type, such as OSS,Git.', 'description' => '代码地址类型，可选：OSS，NAS。', 'type' => 'string', 'example' => 'OSS'], 'LocationValue' => ['title' => 'Location value.', 'description' => '代码路径。', 'type' => 'object', 'example' => 'oss://${bucket_name}.oss-${region}.aliyuncs.com/oss/location/path/'], ], ], 'MachineGroup' => [ 'description' => '机器组信息', 'type' => 'object', 'properties' => [ 'Status' => ['title' => '机器组状态', 'description' => '机器组状态', 'type' => 'string', 'example' => 'Success'], 'EcsCount' => ['title' => '资源数量', 'description' => '资源数量', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'GmtStartedTime' => ['title' => '启动时间', 'description' => '启动时间', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'ResourceGroupID' => ['title' => '资源组ID', 'description' => '资源组ID', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], 'GmtCreatedTime' => ['title' => '创建时间', 'description' => '创建时间', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'CreatorID' => ['title' => '机器组创建者ID', 'description' => '机器组创建者ID', 'type' => 'string', 'example' => '1612285282502324'], 'ReasonMessage' => ['title' => '机器组错误消息', 'description' => '机器组错误消息', 'type' => 'string', 'example' => '“”'], 'PaymentDurationUnit' => ['title' => 'region ID', 'description' => 'region ID', 'type' => 'string', 'example' => 'Monthly'], 'EcsSpec' => ['title' => 'ecs规格', 'description' => 'ecs规格', 'type' => 'string', 'example' => 'ecs.c6.large'], 'SupportedDrivers' => [ 'title' => '机器组可支持的NVIDIA GPU驱动版本列表', 'description' => '机器组可支持的NVIDIA GPU驱动版本列表', 'type' => 'array', 'items' => ['description' => '驱动版本号', 'type' => 'string', 'example' => '470.199.02'], ], 'PaymentDuration' => ['title' => '持续时长', 'description' => '持续时长', 'type' => 'string', 'example' => '2'], 'ReasonCode' => ['title' => '机器组错误码', 'description' => '机器组错误码', 'type' => 'string', 'example' => '“”'], 'GmtModifiedTime' => ['title' => '更新时间', 'description' => '更新时间', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'DiskCapacity' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'GmtExpiredTime' => ['title' => '过期时间', 'description' => '过期时间', 'type' => 'string', 'example' => '2023-08-22T00:00:00Z'."\n"], 'OrderInstanceId' => ['title' => '订单ID', 'description' => '订单ID', 'type' => 'string', 'example' => '“”'], 'DefaultDriver' => ['title' => '机器组支持的默认驱动', 'description' => '机器组支持的默认驱动', 'type' => 'string', 'example' => '470.199.02'], 'MachineGroupID' => ['title' => '机器组ID', 'description' => '机器组ID', 'type' => 'string', 'example' => 'mg1'], 'PaymentType' => ['title' => '付费类型', 'description' => '付费类型', 'type' => 'string', 'example' => 'PREPAY'], 'DiskPL' => ['type' => 'string', 'description' => ''], 'Cpu' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'Gpu' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'GpuMemory' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'GpuType' => ['type' => 'string', 'description' => ''], 'Memory' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'ResourceType' => ['type' => 'string', 'description' => ''], 'AllocatableCpu' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'AllocatableMemory' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'SystemReservedCpu' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'SystemReservedMemory' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], ], ], 'Metric' => [ 'title' => '指标', 'description' => '资源组指标数据。', 'type' => 'object', 'properties' => [ 'Time' => ['title' => '时间戳', 'description' => '时间戳。', 'type' => 'integer', 'format' => 'int64', 'example' => 'rg17tmvwiokh****'], 'Value' => ['title' => '指标值', 'description' => '指标值。', 'type' => 'string', 'example' => '23000'], ], ], 'MetricDefinition' => [ 'title' => 'Describe the output metric of the algorithm.', 'description' => '训练指标采集定义。', 'type' => 'object', 'properties' => [ 'Description' => ['title' => 'A brief description for the metric.', 'description' => '指标描述。', 'type' => 'string', 'example' => '训练损失函数。'], 'Regex' => ['title' => 'Regex use to match the metrics from job log.', 'description' => '日志中采集指标的正则表达式。', 'type' => 'string', 'required' => true, 'example' => '.*train:loss=([-+]?[0-9]*\\\\.?[0-9]+(?:[eE][-+]?[0-9]+)?).*'], 'Name' => ['title' => 'The name of the metric.', 'description' => '指标名。', 'type' => 'string', 'required' => true, 'example' => 'loss'], ], ], 'Node' => [ 'title' => '资源节点', 'description' => '资源节点', 'type' => 'object', 'properties' => [ 'CreatorId' => ['title' => '资源节点创建人', 'description' => '资源节点创建人', 'type' => 'string', 'example' => '281044699048527748'], 'NodeName' => ['title' => '资源节点名称', 'description' => '资源节点名称', 'type' => 'string', 'example' => 'lingjxxxx'], 'NodeType' => ['title' => '资源节点规格类型', 'description' => '资源节点规格类型', 'type' => 'string', 'example' => 'ecs.c8i.xlarge'], 'AcceleratorType' => ['title' => '资源节点规格加速器类型（CPU/GPU）', 'description' => '资源节点规格加速器类型（CPU/GPU）', 'type' => 'string', 'example' => 'CPU'], 'CPU' => ['title' => 'CPU核数', 'description' => 'CPU核数', 'type' => 'string', 'example' => '4'], 'Memory' => ['title' => '内存大小', 'description' => '内存大小', 'type' => 'string', 'example' => '8'], 'GPU' => ['title' => 'GPU卡数', 'description' => 'GPU卡数', 'type' => 'string', 'example' => '0'], 'GPUType' => ['title' => 'GPU卡型号', 'description' => 'GPU卡型号', 'type' => 'string', 'example' => '""'], 'GPUMemory' => ['title' => 'GPU显存', 'description' => 'GPU显存', 'type' => 'string'], 'NodeStatus' => ['title' => '资源节点状态', 'description' => '资源节点状态', 'type' => 'string', 'example' => 'Ready'], 'ReasonCode' => ['title' => '错误码', 'description' => '错误码', 'type' => 'string', 'example' => '""'], 'ReasonMessage' => ['title' => '错误消息', 'description' => '错误消息', 'type' => 'string', 'example' => '""'], 'OrderStatus' => ['title' => '资源节点订单状态', 'description' => '资源节点订单状态', 'type' => 'string', 'example' => 'Ready'], 'ResourceGroupId' => ['title' => '资源节点所属资源组Id', 'description' => '资源节点所属资源组Id', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], 'ResourceGroupName' => ['title' => '资源节点所属资源组名称', 'description' => '资源节点所属资源组名称', 'type' => 'string', 'example' => 'test'], 'MachineGroupId' => ['title' => '资源节点所属机器组Id', 'description' => '资源节点所属机器组Id', 'type' => 'string', 'example' => 'mg1234456'], 'GmtCreateTime' => ['title' => '资源节点创建时间', 'description' => '资源节点创建时间', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z', 'deprecated' => true], 'GmtCreatedTime' => ['title' => '资源节点创建时间', 'type' => 'string'], 'GmtModifiedTime' => ['title' => '资源节点更新时间', 'description' => '资源节点更新时间', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'GmtExpiredTime' => ['title' => '资源节点过期时间', 'description' => '资源节点过期时间', 'type' => 'string', 'example' => '2025-06-22T00:00:00Z'."\n"], 'IsBound' => ['title' => '是否已经绑定了Quota', 'description' => '是否已经绑定了Quota', 'type' => 'boolean', 'example' => 'false'], 'BoundQuotas' => [ 'title' => '绑定的Quota列表', 'description' => '绑定的Quota列表', 'type' => 'array', 'items' => ['description' => '所绑定的Quota信息。', '$ref' => '#/components/schemas/QuotaIdName'], ], 'RequestCPU' => ['title' => '申请CPU核数', 'description' => '申请CPU核数', 'type' => 'string', 'example' => '4'], 'RequestMemory' => ['title' => '申请内存大小', 'description' => '申请内存大小', 'type' => 'string', 'example' => '8'], 'RequestGPU' => ['title' => '申请GPU核数', 'description' => '申请GPU核数', 'type' => 'string', 'example' => '0'], 'LimitCPU' => ['title' => '限制CPU核数', 'description' => '限制CPU核数', 'type' => 'string', 'example' => '4'], 'LimitMemory' => ['title' => '限制内存大小', 'description' => '限制内存大小', 'type' => 'string', 'example' => '8'], 'LimitGPU' => ['title' => '限制GPU核数', 'description' => '限制GPU核数', 'type' => 'string', 'example' => '0'], 'PodNum' => ['title' => '节点上Pod数量', 'description' => '节点上Pod数量', 'type' => 'integer', 'format' => 'int64', 'example' => '2'], 'WorkloadNum' => ['title' => '节点上Workload数量', 'description' => '节点上Workload数量', 'type' => 'integer', 'format' => 'int64', 'example' => '2'], 'Users' => [ 'title' => '用户信息', 'description' => '用户信息', 'type' => 'array', 'items' => ['description' => '在该节点上运行workload的用户信息。', '$ref' => '#/components/schemas/UserInfo'], ], 'HyperZone' => ['type' => 'string', 'description' => ''], 'AvailabilityZone' => ['type' => 'string', 'description' => ''], 'AllocatableCPU' => ['title' => '用户可分配CPU核数', 'description' => '用户可分配CPU核数', 'type' => 'string'], 'AllocatableMemory' => ['title' => '用户可分配内存大小', 'description' => '用户可分配内存大小', 'type' => 'string'], 'SystemReservedCPU' => ['title' => '系统预留CPU核数', 'description' => '系统预留CPU核数', 'type' => 'string'], 'SystemReservedMemory' => ['title' => '系统预留内存大小', 'description' => '系统预留内存大小', 'type' => 'string'], 'AncestorQuotaWorkloadNum' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'SelfQuotaWorkloadNum' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'DescendantQuotaWorkloadNum' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'DiskPL' => ['type' => 'string', 'description' => ''], 'DiskCapacity' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'SubNodes' => [ 'title' => '子节点名称', 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'NodeCordonParameters' => [ 'description' => '节点禁止调度参数配置', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => 'Quota Id，在工作空间禁止节点调度时使用', 'description' => 'Quota Id，在工作空间禁止节点调度时使用', 'type' => 'string', 'example' => 'quota1dkoutl3tj1'], 'WorkspaceId' => ['title' => 'Workspace Id，在工作空间禁止节点调度时使用', 'description' => 'Workspace Id，在工作空间禁止节点调度时使用', 'type' => 'string', 'example' => '12345'], 'Comment' => ['title' => '用户可配置禁止调度原因', 'description' => '用户可配置禁止调度原因', 'type' => 'string', 'example' => 'this is a comment'], ], ], 'NodeDrainParameters' => [ 'description' => '清空节点操作参数', 'type' => 'object', 'properties' => [ 'PodNames' => [ 'title' => '清空指定Pod', 'description' => '清空指定Pod', 'type' => 'array', 'items' => ['title' => 'Pod名称', 'description' => 'Pod名称', 'type' => 'string', 'example' => 'dlcxxxx-master-0'], ], 'PodFromSubProducts' => [ 'title' => '清空指定任务类型的Pod', 'description' => '清空指定任务类型的Pod', 'type' => 'array', 'items' => ['title' => '任务类型：dlc/dsw/eas/tensorboard', 'description' => '任务类型：dlc/dsw/eas/tensorboard', 'type' => 'string', 'example' => 'dlc'], ], 'Force' => ['type' => 'boolean'], ], ], 'NodeGPUMetric' => [ 'title' => '节点GPU指标', 'description' => '节点GPU指标', 'type' => 'object', 'properties' => [ 'NodeId' => ['title' => '节点ID', 'type' => 'string'], 'NodeType' => ['title' => '节点类型', 'type' => 'string'], 'GPUType' => ['title' => 'GPU类型', 'type' => 'string'], 'GPUCount' => ['title' => 'GPU数量', 'type' => 'integer', 'format' => 'int32'], 'AcceleratorType' => ['title' => '显卡类型', 'type' => 'string'], 'TotalMemory' => ['title' => '总内存', 'type' => 'number', 'format' => 'float'], 'UsedMemory' => ['title' => '已用内存', 'type' => 'number', 'format' => 'float'], 'MemoryUtil' => ['title' => '内存使用率', 'type' => 'number', 'format' => 'float'], 'GPUMetrics' => [ 'title' => 'GPU指标', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/GPUMetric'], ], ], ], 'NodeMetric' => [ 'title' => '资源节点维度历史指标', 'description' => '资源组节点指标。', 'type' => 'object', 'properties' => [ 'NodeID' => ['title' => '节点ID', 'description' => '节点ID。', 'type' => 'string', 'example' => '-i12****node'], 'Metrics' => [ 'title' => '性能指标', 'description' => '性能指标。', 'type' => 'array', 'items' => ['description' => '指标信息。', '$ref' => '#/components/schemas/Metric'], 'example' => '23000', ], 'GPUType' => ['title' => '显卡的类型', 'description' => '显卡的类型。', 'type' => 'string', 'example' => 'GU108'], ], ], 'NodeOperationParameters' => [ 'description' => '节点操作参数配置', 'type' => 'object', 'properties' => [ 'CordonParameters' => ['description' => '节点禁止调度参数配置', '$ref' => '#/components/schemas/NodeCordonParameters'], 'UncordonParameters' => ['description' => '节点启动调度参数配置', '$ref' => '#/components/schemas/NodeUncordonParameters'], 'DrainParameters' => ['description' => '节点驱逐任务实例参数配置', '$ref' => '#/components/schemas/NodeDrainParameters'], ], ], 'NodeOperationResult' => [ 'title' => '节点操作结果', 'description' => '节点操作结果', 'type' => 'object', 'properties' => [ 'NodeName' => ['title' => '节点名称', 'type' => 'string'], 'Status' => ['title' => '节点操作状态', 'type' => 'string'], 'Message' => ['title' => '节点操作状态信息', 'type' => 'string'], ], ], 'NodePodInfo' => [ 'title' => '节点上的Pod信息', 'type' => 'object', 'properties' => [ 'PodName' => ['title' => 'Pod名称', 'type' => 'string', 'required' => false, 'example' => 'test'], 'Phase' => ['title' => 'Pod状态', 'type' => 'string', 'required' => false, 'example' => 'Running'], 'PodNamespace' => ['title' => 'Pod所在namespace', 'type' => 'string', 'required' => false, 'example' => 'test'], 'PodIP' => ['title' => 'Pod ip地址', 'type' => 'string', 'example' => '192.168.2.2'], 'ResourceSpec' => ['$ref' => '#/components/schemas/ResourceAmount'], 'WorkloadType' => ['title' => 'Pod属于子产品', 'type' => 'string', 'example' => 'dlc'], 'WorkloadId' => ['title' => '任务id/服务id', 'type' => 'string', 'example' => 'dlc19de9s6vn3acr'], ], ], 'NodeSnapshot' => [ 'title' => '节点快照', 'description' => '节点快照', 'type' => 'object', 'properties' => [ 'NodeName' => ['title' => '节点名称', 'type' => 'string'], 'RequestCPU' => ['title' => 'CPU用量', 'type' => 'string'], 'RequestMemory' => ['title' => 'Memory用量', 'type' => 'string'], 'RequestGPU' => ['title' => 'GPU用量', 'type' => 'string'], 'Workloads' => [ 'title' => '节点任务快照', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'WorkloadId' => ['title' => '任务ID', 'type' => 'string'], 'WorkloadType' => ['title' => '任务类型', 'type' => 'string'], 'Name' => ['title' => '对应排队单元名称', 'type' => 'string'], ], ], ], 'WorkloadNum' => ['title' => '节点workload数量', 'type' => 'integer', 'format' => 'int32'], 'AncestorQuotaWorkloadNum' => ['title' => '使用祖先Quota的workload数量', 'type' => 'integer', 'format' => 'int32'], 'SelfQuotaWorkloadNum' => ['title' => '使用本Quota的Workload数量', 'type' => 'integer', 'format' => 'int32'], 'DescendantQuotaWorkloadNum' => ['title' => '使用子Quota的workload数量', 'type' => 'integer', 'format' => 'int32'], ], ], 'NodeSpec' => [ 'title' => '资源节点规格数量', 'description' => '单资源规格信息。', 'type' => 'object', 'properties' => [ 'Type' => ['title' => '资源节点规格类型', 'description' => '资源节点规格类型。', 'type' => 'string', 'example' => 'ecs.g6.4xlarge'], 'Count' => ['title' => '资源节点规格数量', 'description' => '资源节点规格数量。', 'type' => 'integer', 'format' => 'int64', 'example' => '10'], 'BindingPolicy' => ['title' => '资源节点绑定规则', 'description' => '资源节点绑定规则', '$ref' => '#/components/schemas/BindingPolicy'], 'HyperType' => ['title' => '使用的超节点规格。指定规格时，节点规格与超节点不可同时指定。', 'description' => '使用的超节点规格。指定规格时，节点规格与超节点不可同时指定。', 'type' => 'string'], ], ], 'NodeStatistics' => [ 'type' => 'object', 'properties' => [ 'ActualMinResources' => ['title' => '全部资源量', '$ref' => '#/components/schemas/StatisticsResources'], 'SchedulableResources' => ['title' => '可调度资源量', '$ref' => '#/components/schemas/StatisticsResources'], 'IdleResources' => ['title' => '空闲资源量', '$ref' => '#/components/schemas/StatisticsResources'], 'SystemReservedResources' => ['title' => '系统预留资源量', '$ref' => '#/components/schemas/StatisticsResources'], 'HyperNodeDetails' => [ 'title' => '超节点空闲统计', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'IdleNum' => ['type' => 'integer', 'format' => 'int64'], 'Count' => ['type' => 'integer', 'format' => 'int64'], ], ], ], 'GPUDetails' => [ 'title' => 'GPU空闲统计', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'IdleNum' => ['type' => 'integer', 'format' => 'int64'], 'Count' => ['type' => 'integer', 'format' => 'int64'], ], ], ], ], ], 'NodeType' => [ 'title' => '资源节点规格详情', 'description' => '资源节点规格', 'type' => 'object', 'properties' => [ 'NodeType' => ['title' => '资源节点规格类型', 'type' => 'string', 'example' => 'ecs.g6.4xlarge'], 'AcceleratorType' => ['title' => '资源节点规格加速器类型（CPU/GPU）', 'type' => 'string', 'example' => 'CPU'], 'CPU' => ['title' => 'CPU核数', 'type' => 'string', 'example' => '16'], 'Memory' => ['title' => '内存大小', 'type' => 'string', 'example' => '64Gi'], 'GPU' => ['title' => 'GPU卡数', 'type' => 'string', 'example' => '0'], 'GPUType' => ['title' => 'GPU卡类型', 'type' => 'string'], 'GPUMemory' => ['title' => 'GPU显存', 'type' => 'string', 'example' => '80G'], 'AllocatableCPU' => ['title' => '用户可分配CPU核数', 'type' => 'string'], 'AllocatableMemory' => ['title' => '用户可分配内存大小', 'type' => 'string'], 'SystemReservedCPU' => ['title' => '系统预留CPU核数', 'type' => 'string'], 'SystemReservedMemory' => ['title' => '系统预留内存大小', 'type' => 'string'], ], ], 'NodeTypeStatistic' => [ 'title' => '资源节点规格统计信息', 'description' => '资源节点规格统计', 'type' => 'object', 'properties' => [ 'NodeType' => ['title' => '资源节点规格', 'type' => 'string', 'example' => 'ecs.g6.4xlarge'], 'TotalCount' => ['title' => '该规格的资源节点总数', 'type' => 'integer', 'format' => 'int32', 'example' => '10'], 'CanBeBoundCount' => ['title' => '该规格可被绑定的资源节点数', 'type' => 'integer', 'format' => 'int32', 'example' => '4'], ], ], 'NodeUncordonParameters' => [ 'description' => '节点启动调度参数配置', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => 'Quota Id，启动工作空间禁止调度节点时使用', 'description' => 'Quota Id，启动工作空间禁止调度节点时使用', 'type' => 'string', 'example' => 'quota1ci8g793pgm'], 'WorkspaceId' => ['title' => 'Workspace Id，启动在工作空间禁止调度的节点时使用', 'description' => 'Workspace Id，启动在工作空间禁止调度的节点时使用', 'type' => 'string', 'example' => '12345'], ], ], 'NodeViewMetric' => [ 'title' => '资源节点维度实时指标', 'description' => 'resource group metric', 'type' => 'object', 'properties' => [ 'NodeID' => ['title' => '节点ID', 'type' => 'string', 'example' => '-i121212node'], 'NodeType' => ['title' => '显卡的类型', 'type' => 'string'], 'MachineGroupID' => ['title' => '机器组ID', 'type' => 'string'], 'CreatedTime' => ['title' => '节点导入时间', 'type' => 'string'], 'RequestCPU' => ['title' => '已经使用的CPU', 'type' => 'integer', 'format' => 'int64'], 'RequestMemory' => ['title' => '已经使用的内存', 'type' => 'integer', 'format' => 'int64'], 'RequestGPU' => ['title' => '使用的GPU', 'type' => 'integer', 'format' => 'int64'], 'NetworkInputRate' => ['title' => '网络输入速率', 'type' => 'string'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'type' => 'string'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'type' => 'string'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'type' => 'string'], 'TotalCPU' => ['title' => '总的CPU', 'type' => 'integer', 'format' => 'int64'], 'TotalGPU' => ['title' => '总的GPU', 'type' => 'integer', 'format' => 'int64'], 'TotalMemory' => ['title' => '总的内存', 'type' => 'integer', 'format' => 'int64'], 'GPUType' => ['title' => '卡型', 'type' => 'string'], 'UserNumber' => ['title' => '用户总数', 'type' => 'string'], 'UserIDs' => [ 'title' => '用户列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'CPUUsageRate' => ['title' => 'CPU使用率', 'type' => 'string'], 'MemoryUsageRate' => ['title' => '内存使用率', 'type' => 'string'], 'NodeStatus' => ['title' => '节点状态', 'type' => 'string'], 'TotalTasks' => ['title' => '节点任务总数', 'type' => 'integer', 'format' => 'int64'], 'TaskIdMap' => ['title' => '节点任务', 'type' => 'object'], ], ], 'OversoldUsageConfig' => [ 'type' => 'object', 'properties' => [ 'DisabledBy' => ['type' => 'string'], 'Disabled' => ['type' => 'boolean'], ], ], 'Permission' => [ 'title' => 'A short description of struct', 'type' => 'object', 'properties' => [ 'ResourceType' => ['title' => 'ResourceType', 'type' => 'string'], 'IsEnabled' => ['title' => 'IsEnabled', 'type' => 'boolean'], ], ], 'QueueInfo' => [ 'title' => '任务排队信息', 'description' => '队列信息', 'type' => 'object', 'properties' => [ 'Status' => ['title' => '状态', 'type' => 'string', 'example' => 'Enqueued'], 'QuotaId' => ['title' => '任务使用的Quota', 'type' => 'string', 'example' => '“quotamtl37ge7gkvdz”'], 'UserName' => ['title' => '用户名', 'type' => 'string'], 'WorkloadId' => ['title' => '任务ID', 'type' => 'string', 'example' => 'dlcxxxx'], 'Position' => ['title' => '队列位置', 'type' => 'integer', 'format' => 'int64', 'example' => '10'], 'GmtEnqueuedTime' => ['title' => '入队时间', 'type' => 'string', 'example' => '“2023-06-22T00:00:00Z”'], 'Priority' => ['title' => '任务优先级', 'type' => 'integer', 'format' => 'int64', 'example' => '2'], 'GmtCreatedTime' => ['title' => '任务创建时间', 'type' => 'string'], 'WorkloadType' => ['title' => '任务类型', 'type' => 'string', 'example' => 'dlc'], 'WorkspaceId' => ['title' => '任务所在的工作空间', 'type' => 'string', 'example' => '“432524”'], 'Resource' => ['title' => '使用资源情况', '$ref' => '#/components/schemas/ResourceAmount'], 'Code' => ['title' => '错误码', 'type' => 'string', 'example' => 'roleMaximumResource'], 'Reason' => ['title' => '错误消息', 'type' => 'string', 'example' => 'Current GPU Limit is 5, limited by Role PAI.AlgoDeveloper'], 'UseOversoldResource' => ['type' => 'boolean'], 'Name' => ['title' => '底层QueueUnit名称', 'type' => 'string', 'example' => 'test-label-79f5498dd-9qrzs'], 'WorkloadStatus' => ['title' => 'dlc/dsw/eas 具体状态', 'type' => 'string', 'example' => 'PreAllocation'], 'WorkloadName' => ['title' => '任务名称', 'type' => 'string'], 'UserId' => ['title' => '创建者信息', 'type' => 'string'], 'GmtPositionModifiedTime' => ['title' => '排队位置变化时间', 'type' => 'string', 'example' => '"2023-06-22T00:00:00Z"'], 'CodeType' => ['title' => '错误类型', 'type' => 'string', 'example' => 'ConfigRule'], 'GmtDequeuedTime' => ['title' => '出队列时间', 'type' => 'string', 'example' => '"2023-06-22T00:00:00Z"'], 'WorkspaceName' => ['type' => 'string'], 'QueueStrategy' => ['title' => '所在队列的出队策略', 'type' => 'string', 'example' => 'PaiStrategyIntelligent'], ], ], 'QueueMeta' => [ 'type' => 'object', 'properties' => [ 'Name' => ['title' => '任务在队列中的名称', 'type' => 'string'], 'QuotaId' => ['title' => '任务所在资源配额队列', 'type' => 'string'], 'Position' => ['title' => '任务在队列中的位置信息（只在排队时生效）', 'type' => 'string'], 'GmtEnqueuedTime' => ['title' => '任务入队时间', 'type' => 'string'], 'GmtPositionModifiedTime' => ['title' => '任务在队列中位置变化时间', 'type' => 'string'], 'GmtDequeuedTime' => ['title' => '任务出队时间', 'type' => 'string'], 'QueueStrategy' => ['title' => '出队策略', 'type' => 'string'], 'Resource' => ['title' => '任务在队列中占用资源信息', '$ref' => '#/components/schemas/ResourceAmount'], 'ScheduledResource' => ['title' => '任务在队列中已占用资源信息', 'type' => 'string'], 'Status' => ['title' => '任务在队列中的状态（入队/出队）', 'type' => 'string'], 'UseOversoldResource' => ['title' => '任务是否使用了闲时资源', 'type' => 'boolean'], ], ], 'Quota' => [ 'title' => '资源配额', 'description' => 'Quota信息。', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => '资源配额ID', 'description' => '资源配额ID。', 'type' => 'string', 'example' => 'quota12345'], 'QuotaName' => ['title' => '资源配额名称', 'description' => '资源配额名称。', 'type' => 'string', 'example' => 'dlc-quota'], 'ResourceType' => ['title' => '资源类型', 'description' => '资源类型，支持：'."\n" .'- Lingjun'."\n" .'- ECS（默认值）'."\n" .'- ACS', 'type' => 'string', 'example' => 'ECS'], 'ParentQuotaId' => ['title' => '父资源配额ID', 'description' => '父资源配额ID。', 'type' => 'string', 'example' => '""'], 'ResourceGroupIds' => [ 'title' => '资源组列表', 'description' => '资源组列表。', 'type' => 'array', 'items' => ['description' => '资源组ID。', 'type' => 'string', 'example' => 'rg69rj0leslw****'], ], 'AllocateStrategy' => ['title' => '资源分配策略', 'description' => '资源分配策略。目前仅支持ByNodeSpecs。', 'type' => 'string', 'example' => 'ByNodeSpec'], 'Min' => ['title' => '保障资源', 'description' => '保障资源。', '$ref' => '#/components/schemas/ResourceSpec'], 'Description' => ['title' => '资源配额描述', 'description' => '资源配额描述。', 'type' => 'string', 'example' => 'this is a test quota'], 'Labels' => [ 'title' => '资源配额标签', 'description' => '资源配额标签。', 'type' => 'array', 'items' => ['description' => 'Label key value对。', '$ref' => '#/components/schemas/Label'], ], 'CreatorId' => ['title' => '资源配额创建人Id', 'description' => '资源配额创建人ID。', 'type' => 'string', 'example' => '1884692****'], 'LatestOperationId' => ['title' => '资源配额最近变更Id', 'description' => '资源配额最近变更ID。', 'type' => 'string', 'example' => 'operation****'], 'Status' => ['title' => '资源配额状态', 'description' => '资源配额状态。', 'type' => 'string', 'example' => 'Ready'], 'ReasonCode' => ['title' => '错误码', 'description' => '错误码。', 'type' => 'string', 'example' => '“”'], 'ReasonMessage' => ['title' => '错误原因', 'description' => '错误原因。', 'type' => 'string', 'example' => '“”'], 'GmtCreatedTime' => ['title' => '资源配额创建时间', 'description' => '资源配额创建时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtModifiedTime' => ['title' => '资源配额修改时间', 'description' => '资源配额修改时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'QuotaDetails' => ['title' => '资源配额详情', 'description' => '资源配额详情。', '$ref' => '#/components/schemas/QuotaDetails'], 'QuotaConfig' => ['title' => '资源配额配置', 'description' => '资源配额配置。', '$ref' => '#/components/schemas/QuotaConfig'], 'Workspaces' => [ 'title' => '资源配额关联的工作空间', 'description' => '资源配额关联的工作空间。', 'type' => 'array', 'items' => ['description' => '所关联的工作空间信息。', '$ref' => '#/components/schemas/WorkspaceIdName'], ], 'SubQuotas' => [ 'title' => '资源配额的子Quota列表', 'description' => '资源配额的子Quota列表。', 'type' => 'array', 'items' => ['description' => '包含的子Quota的ID。', '$ref' => '#/components/schemas/QuotaIdName'], ], 'QueueStrategy' => ['title' => '该Quota上的排队策略', 'description' => '该Quota上的排队策略，支持：'."\n" .'- PaiStrategyIntelligent：智能策略。'."\n" .'- PaiStrategyBalance：均衡策略。'."\n" .'- PaiStrategyRoundRobin：资源优先策略。'."\n" .'- PaiStrategyStrictFIFO：FIFO策略。', 'type' => 'string', 'example' => 'PaiStrategyIntelligent'], 'Version' => ['description' => '版本', 'type' => 'string'], 'QuotaCluster' => ['$ref' => '#/components/schemas/QuotaCluster', 'description' => ''], 'HyperZones' => [ 'type' => 'array', 'items' => ['type' => 'string', 'description' => ''], 'description' => '', ], 'GPUType' => ['title' => 'GPU卡型', 'type' => 'string'], ], ], 'QuotaCluster' => [ 'type' => 'object', 'properties' => [ 'ClusterType' => ['type' => 'string'], 'Image' => ['type' => 'string'], 'DataSources' => [ 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/DataSource'], ], 'Endpoints' => [ 'type' => 'object', 'additionalProperties' => ['type' => 'string'], ], 'Status' => ['type' => 'string'], ], ], 'QuotaConfig' => [ 'title' => '资源配额配置', 'description' => '资源配额配置。', 'type' => 'object', 'properties' => [ 'SupportRDMA' => ['title' => '是否支持RDMA', 'description' => '是否支持RDMA。', 'type' => 'boolean', 'example' => 'false'], 'ClusterId' => ['title' => 'Quota所在集群Id', 'description' => 'Quota所在集群ID。', 'type' => 'string', 'example' => 'ceeb3724255364***'], 'UserVpc' => ['description' => '用户VPC信息。', '$ref' => '#/components/schemas/UserVpc'], 'SupportGPUDrivers' => [ 'title' => '资源配额支持的驱动版本', 'description' => '资源配额支持的驱动版本。', 'type' => 'array', 'items' => ['description' => '驱动版本号。', 'type' => 'string', 'example' => '470.199.02'], ], 'DefaultGPUDriver' => ['title' => '资源配额默认的驱动版本', 'description' => '资源配额默认的驱动版本。', 'type' => 'string', 'example' => '470.199.02'], 'ACS' => ['title' => 'ACS conf'."\n" .'(Deprecated)', 'description' => 'ACS相关配置。', '$ref' => '#/components/schemas/ACS'], 'ResourceSpecs' => [ 'title' => '资源规格模板', 'description' => '资源规格模板。', 'type' => 'array', 'items' => ['description' => '资源规格模板列表。', '$ref' => '#/components/schemas/WorkspaceSpecs'], ], 'EnablePreemptSubquotaWorkloads' => ['title' => '是否能够抢占子Quota资源（Deprecating，请使用EnableSubQuotaPreemption）', 'description' => '是否能够抢占子Quota资源。', 'type' => 'boolean', 'deprecated' => false, 'example' => 'false'], 'EnableSubQuotaPreemption' => ['title' => '是否能够抢占子Quota资源', 'description' => '是否能够抢占子Quota资源。', 'type' => 'boolean'], 'SubQuotaPreemptionConfig' => ['title' => '抢占子Quota任务配置', 'description' => '抢占子Quota任务配置', '$ref' => '#/components/schemas/SubQuotaPreemptionConfig'], 'EnableGPUShare' => ['type' => 'boolean', 'description' => ''], 'OversoldUsageConfig' => ['$ref' => '#/components/schemas/OversoldUsageConfig', 'description' => ''], 'SelfQuotaPreemptionConfig' => ['$ref' => '#/components/schemas/SelfQuotaPreemptionConfig', 'description' => ''], 'EniCacheConfig' => ['$ref' => '#/components/schemas/EniCacheConfig', 'description' => ''], 'SandboxCacheConfig' => ['$ref' => '#/components/schemas/SandboxCacheConfig', 'description' => ''], 'UseCase' => ['type' => 'string', 'description' => ''], 'EnableSelfQuotaPreemption' => ['title' => '开启本Quota保障资源抢占', 'description' => '开启本Quota保障资源抢占', 'type' => 'boolean'], 'ControlPlaneClusterId' => ['type' => 'string', 'description' => ''], 'IsEncryptedResource' => ['type' => 'boolean'], 'WorkloadTypes' => [ 'title' => 'Quota支持的任务类型', 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'QuotaDetails' => [ 'title' => '资源配额详情', 'description' => 'Quota详情', 'type' => 'object', 'properties' => [ 'DesiredMinQuota' => ['title' => '用户所需的MinQuota总量', 'description' => '用户所需的MinQuota总量', '$ref' => '#/components/schemas/ResourceAmount'], 'ActualMinQuota' => ['title' => '实际分配的MinQuota总量', 'description' => '实际分配的MinQuota总量，例如用户配置了10个节点，实际上绑定了8个节点，此处返回8个节点的资源总和。', '$ref' => '#/components/schemas/ResourceAmount'], 'RequestedQuota' => ['title' => 'Quota请求量（Deprecating）', 'description' => 'Quota请求量，即队列出队后的Workload占用的资源总量。', '$ref' => '#/components/schemas/ResourceAmount'], 'UsedQuota' => ['title' => 'Quota使用量（Deprecating）', 'description' => 'Quota使用量，Deprecating中，使用AllocatedQuota替代。', '$ref' => '#/components/schemas/ResourceAmount'], 'AllocatedQuota' => ['title' => 'Quota总共用量信息', 'description' => 'Quota总共用量信息：指调度到节点的Workload占用的资源总和。', '$ref' => '#/components/schemas/ResourceAmount'], 'SelfAllocatedQuota' => ['title' => '本级Quota用量信息', 'description' => '本级Quota用量信息：使用本Quota提交的Workload，调度到节点后的资源总和。', '$ref' => '#/components/schemas/ResourceAmount'], 'AncestorsAllocatedQuota' => ['title' => '祖先Quota用量信息', 'description' => '祖先Quota用量信息：使用祖先Quota到Workload，调度到节点后的资源总和。', '$ref' => '#/components/schemas/ResourceAmount'], 'DescendantsAllocatedQuota' => ['title' => '子孙Quota用量信息', 'description' => '子孙Quota用量信息：使用子孙Quota，调度到节点后的资源总和。', '$ref' => '#/components/schemas/ResourceAmount'], 'SelfSubmittedQuota' => ['description' => '本Quota提交量：提交到本Quota的Workload资源总和，包括排队中的Workload。', '$ref' => '#/components/schemas/ResourceAmount'], 'AllocatableQuota' => ['title' => '用户可分配Quota量', 'description' => '用户可分配Quota量：针对通用计算资源，每个节点存在系统预留，此处表示用户Workload可占用的Quota资源量。'."\n" .'ActualMin = AllocatableQuota + SystemReservedQuota', '$ref' => '#/components/schemas/ResourceAmount'], 'SystemReservedQuota' => ['title' => '系统预留Quota量', 'description' => '系统预留Quota量', '$ref' => '#/components/schemas/ResourceAmount'], 'NodeStatistics' => ['description' => 'Quota内节点的统计信息', '$ref' => '#/components/schemas/QuotaNodeStatistics'], ], ], 'QuotaIdName' => [ 'title' => '资源配额ID&名称', 'description' => '资源配额Id&Name', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => '资源配额ID', 'description' => '资源配额ID', 'type' => 'string', 'example' => 'quota12345'], 'QuotaName' => ['title' => '资源配额名称', 'description' => '资源配额名称', 'type' => 'string', 'example' => 'dlc-quota'], ], ], 'QuotaJobViewMetric' => [ 'title' => '资源配额作业维度指标', 'description' => 'quota job view metric', 'type' => 'object', 'properties' => [ 'TotalCPU' => ['title' => '总的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'CPUUsageRate' => ['title' => 'CPU使用率', 'type' => 'string'], 'GPUUsageRate' => ['title' => 'GPU使用率', 'type' => 'string'], 'TotalMemory' => ['title' => '总内存kb', 'type' => 'integer', 'format' => 'int64'], 'TotalGPU' => ['title' => '总的GPU卡数', 'type' => 'integer', 'format' => 'int32'], 'MemoryUsageRate' => ['title' => '内存使用率', 'type' => 'string'], 'RequestCPU' => ['title' => '占用的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestGPU' => ['title' => '占用的GPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestMemory' => ['title' => '占用的内存kb', 'type' => 'integer', 'format' => 'int64'], 'NetworkInputRate' => ['title' => '网络写入速率', 'type' => 'string'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'type' => 'string'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'type' => 'string'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'type' => 'string'], 'JobType' => ['title' => '任务类型dlc,dsw /etc', 'type' => 'string'], 'UserId' => ['title' => '用户ID', 'type' => 'string'], 'NodeNames' => [ 'title' => '节点列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'JobId' => ['title' => '任务ID', 'type' => 'string'], ], ], 'QuotaMetric' => [ 'title' => '资源配额指标', 'description' => 'resource group metric', 'type' => 'object', 'properties' => [ 'Metrics' => [ 'title' => '性能指标', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/Metric'], 'example' => '23000', ], 'GPUType' => ['title' => '显卡的类型', 'type' => 'string'], ], ], 'QuotaNodeStatistics' => [ 'type' => 'object', 'properties' => [ 'ActualMinNodeNum' => ['title' => '节点数', 'type' => 'integer', 'format' => 'int64'], 'ActualMinHyperNodeNum' => ['title' => '超节点数', 'type' => 'integer', 'format' => 'int64'], 'AllocatedNodeNum' => ['title' => '已分配节点数', 'type' => 'integer', 'format' => 'int64'], 'AllocatedHyperNodeNum' => ['title' => '已分配超节点数', 'type' => 'integer', 'format' => 'int64'], 'EmptyNodeNum' => ['title' => '空闲节点数', 'type' => 'integer', 'format' => 'int64'], 'AllocatedHyperNodeDetails' => [ 'title' => '超节点详情', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/AllocatedHyperNodeDetail'], ], ], ], 'QuotaNodeViewMetric' => [ 'title' => 'Quota内资源节点维度实时指标', 'description' => 'quota node view metric', 'type' => 'object', 'properties' => [ 'NodeID' => ['title' => '节点ID', 'type' => 'string', 'example' => '-i121212node'], 'NodeType' => ['title' => '显卡的类型', 'type' => 'string'], 'QuotaId' => ['title' => '资源配额ID', 'type' => 'string'], 'CreatedTime' => ['title' => '节点导入时间', 'type' => 'string'], 'RequestCPU' => ['title' => '已经使用的CPU', 'type' => 'integer', 'format' => 'int64'], 'RequestMemory' => ['title' => '已经使用的内存', 'type' => 'integer', 'format' => 'int64'], 'RequestGPU' => ['title' => '使用的GPU', 'type' => 'integer', 'format' => 'int64'], 'NetworkInputRate' => ['title' => '网络输入速率', 'type' => 'string'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'type' => 'string'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'type' => 'string'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'type' => 'string'], 'TotalCPU' => ['title' => '总的CPU', 'type' => 'integer', 'format' => 'int64'], 'TotalGPU' => ['title' => '总的GPU', 'type' => 'integer', 'format' => 'int64'], 'TotalMemory' => ['title' => '总的内存', 'type' => 'integer', 'format' => 'int64'], 'GPUType' => ['title' => '卡型', 'type' => 'string'], 'UserNumber' => ['title' => '用户总数', 'type' => 'string'], 'UserIDs' => [ 'title' => '用户列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'CPUUsageRate' => ['title' => 'CPU使用率', 'type' => 'string'], 'MemoryUsageRate' => ['title' => '内存使用率', 'type' => 'string'], 'NodeStatus' => ['title' => '节点状态', 'type' => 'string'], 'TotalTasks' => ['title' => '节点任务总数', 'type' => 'integer', 'format' => 'int64'], 'TaskIdMap' => ['title' => '节点任务', 'type' => 'object'], ], ], 'QuotaUser' => [ 'title' => '资源配额用户', 'type' => 'object', 'properties' => [ 'Username' => ['title' => '用户名', 'type' => 'string'], 'UserId' => ['title' => '用户ID', 'type' => 'string'], 'WorkloadCount' => ['title' => '任务负载数量', 'type' => 'integer', 'format' => 'int32'], 'Resources' => [ 'title' => '资源', 'type' => 'object', 'properties' => [ 'Used' => ['title' => '已使用资源', '$ref' => '#/components/schemas/ResourceAmount'], 'Submitted' => ['title' => '已提交资源', '$ref' => '#/components/schemas/ResourceAmount'], ], ], ], ], 'QuotaUserViewMetric' => [ 'title' => '资源配额用户维度指标', 'description' => 'quota user view metric', 'type' => 'object', 'properties' => [ 'TotalCPU' => ['title' => '总的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'CPUUsageRate' => ['title' => 'CPU使用率', 'type' => 'string'], 'GPUUsageRate' => ['title' => 'GPU使用率', 'type' => 'string'], 'TotalMemory' => ['title' => '总内存kb', 'type' => 'integer', 'format' => 'int64'], 'TotalGPU' => ['title' => '总的GPU卡数', 'type' => 'integer', 'format' => 'int32'], 'MemoryUsageRate' => ['title' => '内存使用率', 'type' => 'string'], 'RequestCPU' => ['title' => '占用的CPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestGPU' => ['title' => '占用的GPU核心数', 'type' => 'integer', 'format' => 'int32'], 'RequestMemory' => ['title' => '占用的内存kb', 'type' => 'integer', 'format' => 'int64'], 'NetworkInputRate' => ['title' => '网络写入速率', 'type' => 'string'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'type' => 'string'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'type' => 'string'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'type' => 'string'], 'JobType' => ['title' => 'JOB类型', 'type' => 'string'], 'UserId' => ['title' => '用户ID', 'type' => 'string'], 'CPUNodeNumber' => ['title' => 'CPU节点的数量', 'type' => 'integer', 'format' => 'int32'], 'GPUNodeNumber' => ['title' => 'GPU节点的数量', 'type' => 'integer', 'format' => 'int32'], 'CpuJobNames' => [ 'title' => 'CPU任务', 'type' => 'array', 'items' => ['type' => 'string'], ], 'GpuJobNames' => [ 'title' => 'GPU任务', 'type' => 'array', 'items' => ['type' => 'string'], ], 'NodeNames' => [ 'title' => '节点列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'CpuNodeNames' => [ 'title' => 'CPU节点列表', 'type' => 'array', 'items' => ['type' => 'string'], ], 'GpuNodeNames' => [ 'title' => 'GPU节点列表', 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'ResourceAmount' => [ 'title' => '资源量', 'description' => '资源量', 'type' => 'object', 'properties' => [ 'CPU' => ['title' => 'CPU总量', 'description' => 'CPU总量', 'type' => 'string', 'example' => '100'], 'Memory' => ['title' => 'Memory总量', 'description' => 'Memory总量', 'type' => 'string', 'example' => '100Gi'], 'GPU' => ['title' => 'GPU卡总量', 'description' => 'GPU卡总量', 'type' => 'string', 'example' => '16'], 'GPUType' => ['title' => 'GPU卡类型', 'description' => 'GPU卡类型', 'type' => 'string', 'example' => 'GPU'], ], ], 'ResourceDiagnosisDetail' => [ 'title' => '资源诊断详情', 'description' => '资源诊断详情', 'type' => 'object', 'properties' => [ 'Status' => ['title' => '诊断状态', 'type' => 'string'], 'ExceedResources' => [ 'title' => '超限资源', 'type' => 'array', 'items' => ['type' => 'string', 'example' => 'CPU'], ], 'Limit' => ['title' => '资源限额', '$ref' => '#/components/schemas/ResourceAmount'], 'Used' => ['title' => '资源用量', '$ref' => '#/components/schemas/ResourceAmount'], 'WorkloadIds' => [ 'title' => '相关Workload Id', 'type' => 'array', 'items' => ['type' => 'string', 'example' => 'dlc1234567890'], ], ], ], 'ResourceGroup' => [ 'title' => 'A short description of struct', 'description' => 'PAI资源组。', 'type' => 'object', 'properties' => [ 'Name' => ['title' => 'pai resource group name', 'description' => 'PAI资源组名称。', 'type' => 'string', 'example' => 'RG1'], 'ResourceGroupID' => ['title' => 'pai resource group id', 'description' => 'PAI资源组ID。', 'type' => 'string', 'example' => 'rg17tmvwiokh****'], 'WorkspaceID' => ['title' => 'pworkspace id', 'description' => '工作空间ID。', 'type' => 'string', 'example' => '23000'], 'UserVpc' => ['title' => 'UserVpc', 'description' => 'VPC配置。', '$ref' => '#/components/schemas/UserVpc'], 'GmtCreatedTime' => ['title' => 'pai resource created time', 'description' => 'PAI资源组创建时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtModifiedTime' => ['title' => 'GmtModified', 'description' => 'PAI资源组更新时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'CreatorID' => ['title' => 'CreatorID', 'description' => '创建者用户ID。', 'type' => 'string', 'example' => '161228528250****'], 'NodeCount' => ['title' => 'NodeCount', 'description' => '节点数量。', 'type' => 'integer', 'format' => 'int32', 'example' => '3'], 'Version' => ['type' => 'string', 'description' => ''], 'Status' => ['type' => 'string'], 'ResourceType' => ['type' => 'string'], ], ], 'ResourceGroupMetric' => [ 'title' => 'A short description of struct', 'description' => 'resource group metric', 'type' => 'object', 'properties' => [ 'ResourceGroupID' => ['title' => '资源组ID', 'type' => 'string', 'example' => 'rg17tmvwiokhzaxg'], 'Metrics' => [ 'title' => '性能指标', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/Metric'], 'example' => '23000', ], 'GpuType' => ['title' => '显卡的类型', 'type' => 'string'], ], ], 'ResourceInfos' => [ 'type' => 'object', 'properties' => [ 'UserName' => ['type' => 'string'], 'GpuCardType' => ['type' => 'string'], 'ClusterId' => ['type' => 'string'], 'UserId' => ['type' => 'string'], 'EcsSpec' => ['type' => 'string'], 'RegionId' => ['type' => 'string'], 'MaxQuota' => ['type' => 'integer', 'format' => 'int64'], 'UsedQuota' => ['type' => 'integer', 'format' => 'int64'], 'NetworkPodId' => ['type' => 'string'], 'MachineModel' => ['type' => 'string'], ], ], 'ResourceLimitDetails' => [ 'title' => 'A short description of struct', 'description' => '资源限制细节', 'type' => 'object', 'properties' => [ 'GCLevel' => ['title' => 'GC 等级', 'type' => 'string'], 'ResourceLimit' => ['title' => '资源限制详情', 'type' => 'object'], 'ShouldIgnoreResourceCheck' => ['title' => '是否忽略资源检查', 'type' => 'boolean'], ], ], 'ResourceOperation' => [ 'title' => '资源变更', 'description' => '资源变更', 'type' => 'object', 'properties' => [ 'OperationId' => ['title' => '资源变更Id', 'type' => 'string'], 'ObjectType' => ['title' => '资源变更对象类型', 'type' => 'string'], 'ObjectId' => ['title' => '资源变更的对象Id', 'type' => 'string'], 'OperationType' => ['title' => '资源变更类型', 'type' => 'string'], 'OperationSpecJson' => ['title' => '资源变更明细', 'type' => 'string'], 'OperationDescription' => ['title' => '资源变更描述', 'type' => 'string'], 'CreatorId' => ['title' => '资源变更发起人Id', 'type' => 'string'], 'Status' => ['title' => '资源变更状态', 'type' => 'string'], 'ReasonCode' => ['title' => '错误码', 'type' => 'string'], 'ReasonMessage' => ['title' => '错误消息', 'type' => 'string'], 'GmtCreatedTime' => ['title' => '资源变更创建时间', 'type' => 'string'], 'GmtModifiedTime' => ['title' => '资源变更更新时间', 'type' => 'string'], 'GmtStartTime' => ['title' => '资源变更开始时间', 'type' => 'string'], 'GmtEndTime' => ['title' => '资源变更结束时间', 'type' => 'string'], ], ], 'ResourceSpec' => [ 'title' => '资源配额分配策略', 'description' => '分配策略：资源节点规格和数量，资源量。', 'type' => 'object', 'properties' => [ 'NodeSpecs' => [ 'title' => '资源节点规格', 'description' => '资源节点规格。', 'type' => 'array', 'items' => ['description' => '单资源规格信息。', '$ref' => '#/components/schemas/NodeSpec'], ], ], ], 'Rules' => [ 'title' => '任务规则配置', 'description' => '规则配置', 'type' => 'object', 'properties' => [ 'Scheduling' => ['title' => '任务调度规则配置', '$ref' => '#/components/schemas/SchedulingRule'], ], ], 'SandboxCacheConfig' => [ 'type' => 'object', 'properties' => [ 'Enabled' => ['type' => 'boolean'], ], ], 'SchedulingRule' => [ 'title' => '任务调度配置', 'description' => '任务调度配置', 'type' => 'object', 'properties' => [ 'StartAt' => ['title' => '任务开始生效时间', 'type' => 'string'], 'EndAt' => ['title' => '任务停止时间', 'type' => 'string'], 'ExecuteOnce' => ['title' => '是否只执行一次', 'type' => 'boolean', 'required' => false], 'CronTab' => ['title' => 'cron tab，当前只支持 分、时、日、月、周 五个配置，秒级别的配置会被丢弃', 'type' => 'string'], ], ], 'SelfQuotaPreemptionConfig' => [ 'type' => 'object', 'properties' => [ 'PreemptorPriorities' => [ 'type' => 'array', 'items' => ['type' => 'integer', 'format' => 'int32', 'maximum' => '9', 'minimum' => '1'], ], 'PreemptedPriorities' => [ 'type' => 'array', 'items' => ['type' => 'integer', 'format' => 'int32', 'maximum' => '9', 'minimum' => '1'], ], 'PreemptedProducts' => [ 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'SpotBidPreviewItem' => [ 'type' => 'object', 'properties' => [ 'name' => ['title' => '预竞价名称', 'type' => 'string'], 'jobName' => ['title' => '作业名称', 'type' => 'string'], 'instanceType' => ['title' => '实例类型', 'type' => 'string'], 'gcLevel' => ['title' => 'GC等级', 'type' => 'string'], 'replicas' => ['title' => '副本数', 'type' => 'integer', 'format' => 'int32'], 'maxDiscount' => ['title' => '最大折扣价格', 'type' => 'number', 'format' => 'double'], 'phase' => ['title' => '阶段', 'type' => 'string'], 'message' => ['title' => '消息', 'type' => 'string'], 'clusterId' => ['title' => '集群ID', 'type' => 'string'], 'allowCrossHpnZone' => ['type' => 'boolean'], 'active' => ['type' => 'boolean'], ], ], 'SpotPriceItem' => [ 'title' => '抢占式实例价格', 'description' => '抢占式实例价格', 'type' => 'object', 'properties' => [ 'ZoneId' => ['title' => '可用区ID', 'type' => 'string', 'example' => 'cn-wulanchabu-a'], 'InstanceType' => ['title' => '抢占式实例类型', 'type' => 'string', 'example' => 'ml.gu8xf.8xlarge-gu108'], 'SpotDiscount' => ['title' => '抢占式实例折扣', 'type' => 'number', 'format' => 'float', 'example' => '0.1'], 'Timestamp' => ['title' => '抢占式实例当前价格时间戳', 'type' => 'string', 'example' => '2024-01-17T06:00:00Z'], ], ], 'SpotStockInternalInfo' => [ 'type' => 'object', 'properties' => [ 'clusterId' => ['title' => '集群ID', 'type' => 'string'], 'hpnZone' => ['title' => '高性能网络可用区', 'type' => 'string'], 'totalQuantity' => ['title' => '总数量', 'type' => 'integer', 'format' => 'int32'], 'availableQuantity' => ['title' => '可用数量', 'type' => 'integer', 'format' => 'int32'], ], ], 'SpotStockItem' => [ 'type' => 'object', 'properties' => [ 'instanceType' => ['title' => '机型', 'type' => 'string'], 'stockStatus' => ['title' => '库存情况', 'type' => 'string'], 'internalInfo' => [ 'title' => '库存详情', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/SpotStockInternalInfo'], ], ], ], 'SpotStockPreview' => [ 'title' => '抢占式实例库存预览', 'type' => 'object', 'properties' => [ 'InstanceType' => ['title' => '抢占式实例类型', 'type' => 'string', 'example' => 'ml.gu8xf.8xlarge-gu108'], 'StockStatus' => ['title' => '抢占式实例库存状态', 'type' => 'string', 'example' => 'WithStock'], 'SpotDiscount' => ['title' => '抢占式实例当前折扣', 'type' => 'number', 'format' => 'float', 'example' => '0.1'], 'ClusterId' => ['type' => 'string'], 'AvailableQuantity' => ['type' => 'integer', 'format' => 'int32'], ], ], 'StatisticsDetails' => [ 'type' => 'object', 'properties' => [ 'IdleNum' => ['type' => 'integer', 'format' => 'int64'], 'Count' => ['type' => 'integer', 'format' => 'int64'], ], ], 'StatisticsResources' => [ 'type' => 'object', 'properties' => [ 'NodeNum' => ['type' => 'integer', 'format' => 'int64'], 'HyperNodeNum' => ['type' => 'integer', 'format' => 'int64'], 'CPU' => ['type' => 'string'], 'Memory' => ['type' => 'string'], 'GPU' => ['type' => 'string'], ], ], 'SubQuotaPreemptionConfig' => [ 'title' => 'A short description of struct', 'description' => '抢占子Quota配置', 'type' => 'object', 'properties' => [ 'PreemptedPriorityUpperBound' => ['title' => '被抢占任务最高优先级', 'type' => 'integer', 'format' => 'int64', 'example' => '9'], 'PreemptedProducts' => [ 'title' => '可被抢占的任务类型', 'type' => 'array', 'items' => ['type' => 'string', 'example' => 'dlc'], ], ], ], 'Task' => [ 'title' => '任务详情', 'description' => '任务信息', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => '所属Quota ID', 'type' => 'string'], 'TaskName' => ['title' => '任务名称', 'type' => 'string'], 'TaskId' => ['title' => '任务ID', 'type' => 'string'], 'Description' => ['title' => '任务描述', 'type' => 'string'], 'Rules' => ['title' => '任务执行规则', '$ref' => '#/components/schemas/Rules'], 'Actions' => [ 'title' => '任务执行的操作', 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/Action'], ], 'UserId' => ['title' => '用户ID', 'type' => 'string'], 'UserName' => ['title' => '用户名', 'type' => 'string'], 'Status' => ['title' => '任务状态', 'type' => 'string'], 'GmtCreatedTime' => ['title' => '任务创建时间', 'type' => 'string'], 'GmtModifiedTime' => ['title' => '任务修改时间', 'type' => 'string'], 'GmtActivatedTime' => ['title' => '任务激活时间', 'type' => 'string'], 'GmtStoppedTime' => ['title' => '任务停止时间', 'type' => 'string'], ], ], 'TaskInstance' => [ 'title' => 'Quota 任务实例', 'description' => 'Quota任务实例', 'type' => 'object', 'properties' => [ 'TaskId' => ['title' => '任务ID', 'type' => 'string'], 'TaskInstanceId' => ['title' => '任务实例ID', 'type' => 'string'], 'UserId' => ['title' => '创建者ID', 'type' => 'string'], 'TenantId' => ['title' => '云账号ID', 'type' => 'string'], 'Status' => ['title' => '任务实例状态', 'type' => 'string'], 'GmtCreatedTime' => ['title' => '实例创建时间', 'type' => 'string'], 'GmtEndTime' => ['title' => '实例结束时间', 'type' => 'string'], ], ], 'TaskInstanceEvent' => [ 'title' => 'Quota Task Instance Event', 'description' => 'Quota 任务实例消息', 'type' => 'object', 'properties' => [ 'Status' => ['title' => '状态', 'type' => 'string'], 'GmtStartTime' => ['title' => '开始运行时间', 'type' => 'string'], 'GmtEndTime' => ['title' => '结束运行时间', 'type' => 'string'], 'WorkloadType' => ['title' => '任务涉及子产品类型', 'type' => 'string'], 'PodName' => ['title' => '任务涉及Pod名称', 'type' => 'string'], 'Message' => ['title' => '消息内容', 'type' => 'string'], ], ], 'TimeRangeFilter' => [ 'title' => '时间范围定义，过滤使用', 'description' => '时间范围搜索', 'type' => 'object', 'properties' => [ 'StartTime' => ['title' => '开始时间', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'EndTime' => ['title' => '结束时间', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], ], ], 'UnschedulableNodeDetail' => [ 'title' => '节点调度失败原因', 'description' => '节点调度失败原因', 'type' => 'object', 'properties' => [ 'Nodes' => [ 'title' => '节点列表', 'type' => 'array', 'items' => ['type' => 'string', 'example' => 'i-eabcsjiow'], ], 'Reason' => ['title' => '失败原因', 'type' => 'string'], ], ], 'UserInfo' => [ 'title' => '用户信息', 'description' => '用户信息', 'type' => 'object', 'properties' => [ 'UserId' => ['title' => '用户Id', 'description' => '用户Id', 'type' => 'string', 'example' => '161222222222'], 'UserName' => ['title' => '用户名', 'description' => '用户名', 'type' => 'string', 'example' => 'test'], ], ], 'UserQuotaPermission' => [ 'title' => '用户在Quota上的权限', 'description' => '用户在Quota上的权限', 'type' => 'object', 'properties' => [ 'QuotaId' => ['title' => 'Quota ID', 'type' => 'string'], 'Permissions' => [ 'title' => '权限', 'type' => 'array', 'items' => ['type' => 'string'], ], ], ], 'UserViewMetric' => [ 'title' => 'A short description of struct', 'description' => '资源组指标数据。', 'type' => 'object', 'properties' => [ 'ResourceGroupId' => ['title' => '资源组ID', 'description' => '资源组ID。', 'type' => 'string', 'example' => 'rg17tmvwiokh****'], 'TotalCPU' => ['title' => '总的CPU核心数', 'description' => '总的CPU核心数。', 'type' => 'integer', 'format' => 'int32', 'example' => '1000'], 'CPUUsageRate' => ['title' => 'CPU使用率', 'description' => 'CPU使用率。', 'type' => 'string', 'example' => '59'], 'GPUUsageRate' => ['title' => 'GPU使用率', 'description' => 'GPU使用率。', 'type' => 'string', 'example' => '10'], 'TotalMemory' => ['title' => '总内存kb', 'description' => '总内存kb。', 'type' => 'integer', 'format' => 'int64', 'example' => '10240'], 'TotalGPU' => ['title' => '总的GPU卡数', 'description' => '总的GPU卡数。', 'type' => 'integer', 'format' => 'int32', 'example' => '1'], 'MemoryUsageRate' => ['title' => '内存使用率', 'description' => '内存使用率。', 'type' => 'string', 'example' => '20'], 'RequestCPU' => ['title' => '占用的CPU核心数', 'description' => '占用的CPU核心数。', 'type' => 'integer', 'format' => 'int32', 'example' => '100'], 'RequestGPU' => ['title' => '占用的GPU核心数', 'description' => '占用的GPU核心数。', 'type' => 'integer', 'format' => 'int32', 'example' => '10'], 'RequestMemory' => ['title' => '占用的内存kb', 'description' => '占用的内存kb。', 'type' => 'integer', 'format' => 'int64', 'example' => '102400000'], 'NetworkInputRate' => ['title' => '网络写入速率', 'description' => '网络写入速率。', 'type' => 'string', 'example' => '1'], 'NetworkOutputRate' => ['title' => '网络输出速率', 'description' => '网络输出速率。', 'type' => 'string', 'example' => '1'], 'DiskReadRate' => ['title' => '磁盘读取速率', 'description' => '磁盘读取速率。', 'type' => 'string', 'example' => '22'], 'DiskWriteRate' => ['title' => '磁盘写入速率', 'description' => '磁盘写入速率。', 'type' => 'string', 'example' => '22'], 'JobType' => ['title' => 'JOB类型', 'description' => 'JOB类型。', 'type' => 'string', 'example' => 'PyTorch'], 'UserId' => ['title' => '用户ID', 'description' => '用户ID。', 'type' => 'string', 'example' => '16111111****'], 'CPUNodeNumber' => ['title' => 'CPU节点的数量', 'description' => 'CPU节点的数量。', 'type' => 'integer', 'format' => 'int32', 'example' => '2'], 'GPUNodeNumber' => ['title' => 'GPU节点的数量', 'description' => 'GPU节点的数量。', 'type' => 'integer', 'format' => 'int32', 'example' => '1'], 'CpuJobNames' => [ 'title' => 'CPU任务', 'description' => 'CPU任务。', 'type' => 'array', 'items' => ['description' => '作业名称。', 'type' => 'string', 'example' => 'dlcxxxxx'], ], 'GpuJobNames' => [ 'title' => 'GPU任务', 'description' => 'GPU任务。', 'type' => 'array', 'items' => ['description' => '作业名称。', 'type' => 'string', 'example' => 'dlcyyyyy'], ], 'NodeNames' => [ 'title' => '节点列表', 'description' => '节点列表。', 'type' => 'array', 'items' => ['description' => '节点名称。', 'type' => 'string', 'example' => 'lrnxxxxxx'], ], 'CpuNodeNames' => [ 'title' => 'CPU节点列表', 'description' => 'CPU节点列表。', 'type' => 'array', 'items' => ['description' => '节点名称。', 'type' => 'string', 'example' => 'ecixxxxxx'], ], 'GpuNodeNames' => [ 'title' => 'GPU节点列表', 'description' => 'GPU节点列表。', 'type' => 'array', 'items' => ['description' => '节点名称。', 'type' => 'string', 'example' => 'lrnxxxxxxx'], ], ], ], 'UserVpc' => [ 'title' => 'A short description of struct', 'description' => 'UserVpc', 'type' => 'object', 'properties' => [ 'VpcId' => ['title' => 'VPC ID', 'description' => 'VPC ID。', 'type' => 'string', 'example' => 'vpc-abcdef****'], 'SwitchId' => ['title' => 'VSW ID', 'description' => '交换机ID。', 'type' => 'string', 'example' => 'vs-abcdef****'], 'SecurityGroupId' => ['title' => 'SecurityGroupID', 'description' => '安全组ID。', 'type' => 'string', 'example' => 'sg-abcdef****'], 'ExtendedCIDRs' => [ 'title' => 'ExtendedCIDRs', 'description' => '扩展网段。', 'type' => 'array', 'items' => ['description' => '扩展网段。', 'type' => 'string', 'example' => '"192.168.0.1/24"'], ], 'RoleArn' => ['title' => 'RoleArn', 'description' => 'OSS访问授权信息。', 'type' => 'string', 'example' => 'acs:ram::25xxxx:role/AliyunPAIDLCDefaultRole'], 'DefaultRoute' => ['title' => 'DefaultRoute', 'description' => '默认路由。取值如下：'."\n" .'- eth0：表示使用默认网卡，通过公共网关访问外部网络。'."\n" .'- eth1：表示使用用户弹性网卡，通过私有网关访问外部网络。', 'type' => 'string', 'example' => 'eth0'], 'DefaultForwardInfo' => ['title' => 'Default Forward Info', 'description' => '默认公网网关信息', '$ref' => '#/components/schemas/ForwardInfo'], ], ], 'WorkloadInfo' => [ 'title' => '任务详情', 'type' => 'object', 'properties' => [ 'WorkloadId' => ['title' => '任务id', 'type' => 'string'], 'WorkloadName' => ['title' => '任务名称', 'type' => 'string'], 'WorkloadType' => ['title' => '任务类型', 'type' => 'string'], 'WorkspaceId' => ['title' => '任务所在工作空间Id', 'type' => 'string'], 'WorkspaceName' => ['title' => '任务所在工作空间名称', 'type' => 'string'], 'WorkloadCreatedTime' => ['title' => '任务创建时间', 'type' => 'string'], 'WorkloadStatus' => ['title' => '任务状态', 'type' => 'string'], 'UserId' => ['title' => '任务创建者子账号', 'type' => 'string'], 'TenantId' => ['title' => '任务创建者主账号', 'type' => 'string'], 'UserName' => ['title' => '任务创建者用户名', 'type' => 'string'], 'Priority' => ['title' => '任务优先级', 'type' => 'integer', 'format' => 'int32'], 'IsScheduled' => ['title' => '任务是否被调度', 'type' => 'string'], 'QueueMetas' => [ 'title' => '任务所在队列信息', 'type' => 'array', 'items' => ['title' => '任务所在队列信息', '$ref' => '#/components/schemas/QueueMeta'], ], ], ], 'WorkspaceIdName' => [ 'title' => '工作空间ID&名称', 'description' => '工作空间ID和Name。', 'type' => 'object', 'properties' => [ 'WorkspaceId' => ['title' => '工作空间ID', 'description' => '工作空间ID。', 'type' => 'string', 'example' => 'ws123***'], 'WorkspaceName' => ['type' => 'string'], ], ], 'WorkspaceSpec' => [ 'title' => 'A short description of struct', 'description' => '规格模板', 'type' => 'object', 'properties' => [ 'SpecName' => ['title' => '模板名称', 'description' => '模板名称', 'type' => 'string', 'example' => 'spec_test'], 'IsGuaranteedValid' => ['title' => '使用保障资源时是否合法', 'description' => '使用保障资源时是否合法', 'type' => 'boolean', 'example' => 'true'], 'IsOverSoldValid' => ['title' => '使用超卖资源时是否合法', 'description' => '使用超卖资源时是否合法', 'type' => 'boolean', 'example' => 'true'], 'Spec' => ['title' => '规格资源信息', 'description' => '规格资源信息', '$ref' => '#/components/schemas/ResourceAmount'], 'CodeType' => ['title' => '使用保障资源时不合法情况下，不合法原因类型', 'description' => '使用保障资源时不合法情况下，不合法原因类型', 'type' => 'string', 'example' => '""'], 'Code' => ['title' => '使用保障资源时不合法情况下，不合法原因代码', 'description' => '使用保障资源时不合法情况下，不合法原因代码', 'type' => 'string', 'example' => '""'], 'Reason' => ['title' => '使用保障资源时不合法情况下，不合法原因内容', 'description' => '使用保障资源时不合法情况下，不合法原因内容', 'type' => 'string', 'example' => '""'], ], ], 'WorkspaceSpecs' => [ 'title' => 'A short description of struct', 'description' => '工作空间内可用的提交workload时使用的规格模板', 'type' => 'object', 'properties' => [ 'WorkspaceId' => ['title' => '工作空间id', 'description' => '工作空间id', 'type' => 'string', 'example' => '122421'], 'Product' => ['title' => '适用产品（DLC，DSW，EAS，...)', 'description' => '适用产品（DLC，DSW，EAS，...)', 'type' => 'string', 'example' => 'DLC'], 'Specs' => [ 'title' => '资源规格列表', 'description' => '资源规格列表', 'type' => 'array', 'items' => ['description' => '工作空间规格模板配置。', '$ref' => '#/components/schemas/WorkspaceSpec'], ], ], ], ], ], 'apis' => [ 'CheckInstanceWebTerminal' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/instances/{InstanceId}/webterminals/action/check', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '199680', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'traineyfz0m2hsfv'], ], [ 'name' => 'InstanceId', 'in' => 'path', 'schema' => ['description' => '实例ID。', 'type' => 'string', 'required' => true, 'example' => 'train1oxaqdiluad-master-0'], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '校验配置。', 'type' => 'object', 'properties' => [ 'CheckInfo' => ['description' => '校验信息。', 'type' => 'string', 'required' => false, 'example' => 'wss://pai-dlc-proxy-cn-shanghai.aliyun.com/terminal/t1157703270994901/dlcmjzjt1dxbmx4h/dlcmjzjt1dxbmx4h-worker-0?Token=******'], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'F2D0392B-D749-5C48-A98A-3FAE5C9444A6'], ], ], ], ], 'title' => '校验进入实例容器链接', 'summary' => '校验进入实例容器链接。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F2D0392B-D749-5C48-A98A-3FAE5C9444A6\\"\\n}","type":"json"}]', ], 'CreateAlgorithm' => [ 'path' => '/api/v1/algorithms', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => [], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'create', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'WorkspaceId', 'in' => 'formData', 'schema' => ['description' => '工作空间ID。', 'type' => 'string', 'required' => false, 'example' => '12345'], ], [ 'name' => 'AlgorithmDescription', 'in' => 'formData', 'schema' => ['description' => '算法描述。', 'type' => 'string', 'required' => false, 'example' => 'Tongyi Qwen large language model training algorithm.'], ], [ 'name' => 'AlgorithmName', 'in' => 'formData', 'schema' => ['description' => '算法名。', 'type' => 'string', 'required' => false, 'example' => 'llm_training'], ], [ 'name' => 'DisplayName', 'in' => 'formData', 'schema' => ['description' => '算法显示名称。', 'type' => 'string', 'required' => false, 'example' => 'Large language model training'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'E7C42CC7-2E85-508A-84F4-923B605FD10F'], 'AlgorithmId' => ['description' => '训练算法ID。', 'type' => 'string', 'example' => 'algo-xsldfvu1334'], ], 'description' => '', ], ], ], 'title' => '创建算法', 'summary' => '创建算法。', 'changeSet' => [ ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-04-27T10:49:58.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'CreateAlgorithm'], ], ], 'ramActions' => [ [ 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"E7C42CC7-2E85-508A-84F4-923B605FD10F\\",\\n \\"AlgorithmId\\": \\"algo-xsldfvu1334\\"\\n}","type":"json"}]', ], 'CreateAlgorithmVersion' => [ 'path' => '/api/v1/algorithms/{AlgorithmId}/versions/{AlgorithmVersion}', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/x-www-form-urlencoded'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'create', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '训练算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-xsldfvu1334'], ], [ 'name' => 'AlgorithmVersion', 'in' => 'path', 'schema' => ['description' => '算法版本。', 'type' => 'string', 'required' => false, 'example' => 'v0.0.1'], ], [ 'name' => 'AlgorithmSpec', 'in' => 'formData', 'style' => 'json', 'schema' => ['description' => '算法配置。', 'required' => false, '$ref' => '#/components/schemas/AlgorithmSpec'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'AlgorithmId' => ['description' => '训练算法ID。', 'type' => 'string', 'example' => 'algo-xsldfvu1334'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.0.1'], ], ], ], ], 'title' => '创建算法版本', 'summary' => '创建算法版本。', 'changeSet' => [ ['createdAt' => '2022-04-27T10:50:46.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'CreateAlgorithmVersion'], ], ], 'ramActions' => [ [ 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"AlgorithmId\\": \\"algo-xsldfvu1334\\",\\n \\"AlgorithmVersion\\": \\"v0.0.1\\"\\n}","type":"json"}]', ], 'CreateInstanceWebTerminal' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/instances/{InstanceId}/webterminals', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '199679', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train1nc6686x36b'], ], [ 'name' => 'InstanceId', 'in' => 'path', 'schema' => ['description' => '实例ID。', 'type' => 'string', 'required' => true, 'example' => 'train1nc6686x36b-master-0'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'WebTerminalId' => ['description' => '进入实例容器的工作台ID。', 'type' => 'string', 'example' => 'wss://pai-dlc-proxy-cn-shanghai.aliyun.com/terminal/t1157703270994901/dlcmjzjt1dxbmx4h/dlcmjzjt1dxbmx4h-worker-0?Token=******'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '创建进入实例容器链接', 'summary' => '创建进入实例容器链接。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"WebTerminalId\\": \\"wss://pai-dlc-proxy-cn-shanghai.aliyun.com/terminal/t1157703270994901/dlcmjzjt1dxbmx4h/dlcmjzjt1dxbmx4h-worker-0?Token=******\\",\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'CreateQuota' => [ 'summary' => '您可以通过CreateQuota接口创建一个资源配额。', 'path' => '/api/v1/quotas', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '191129', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求体参数。', 'type' => 'object', 'properties' => [ 'QuotaName' => ['title' => 'Quota名称', 'description' => 'Quota名称。', 'type' => 'string', 'required' => false, 'example' => 'test-quota'], 'ResourceType' => ['title' => 'Quota资源类型（Lingjun/ECS），默认值ECS', 'description' => 'Quota资源类型（Lingjun/ECS/ACS），默认值ECS。', 'type' => 'string', 'required' => false, 'example' => 'ECS'], 'ParentQuotaId' => ['title' => '父QuotaId'."\n" .'1. 如果父QuotaId为空，表示创建一个根Quota，从专属资源组中分配机器'."\n" .'2. 如果父QuotaId不为空，表示创建一个子Quota，资源从根Quota中绑定的Nodes中分配资源', 'description' => '父QuotaId：'."\n" .'- 如果父QuotaId为空，表示创建一个根Quota，从专属资源组中分配机器。'."\n" .'- 如果父QuotaId不为空，表示创建一个子Quota，资源从根Quota中绑定的Nodes中分配资源。', 'type' => 'string', 'required' => false, 'example' => 'quota1ci8g793pgm'], 'ResourceGroupIds' => [ 'title' => '专有资源组列表'."\n" .'约束：'."\n" .'1. 只有根Quota允许从（父QuotaId为空）资源组划分机器'."\n" .'2. 指定的资源组列表中的vpc配置需要一致', 'description' => '专有资源组列表。约束如下：'."\n" .'- 只有根Quota允许从（父QuotaId为空）资源组划分机器。'."\n" .'- 指定的资源组列表中的VPC配置需要一致。', 'type' => 'array', 'items' => ['description' => '资源组ID。', 'type' => 'string', 'required' => false, 'example' => 'rgl593id9qqwkmbr'], 'required' => false, ], 'AllocateStrategy' => ['title' => 'Quota分配策略，目前仅支持ByNodeSpecs', 'description' => 'Quota分配策略，目前仅支持ByNodeSpecs。', 'type' => 'string', 'required' => false, 'example' => 'ByNodeSpecs'], 'Min' => ['description' => 'Min Quota配置。其中：'."\n" .'- ResourceAmount：指定CPU/Memory/GPUDetails。'."\n" .'- NodeSpecs：指定机器规格和数量。'."\n" ."\n" .'约束：'."\n" .'- 若该Quota从专有资源组划分资源，只允许NodeSpec策略。'."\n" .'- 若该Quota从父Quota划分资源，允许两种划分策略，但所有子Quota的只允许同一种划分策略。'."\n" .'- Quota内所有GPU规格要求卡型相同。'."\n" .'- 资源类型为ECS/Lingjun的资源配额只可以使用NodeSpecs方式。', 'required' => false, '$ref' => '#/components/schemas/ResourceSpec'], 'Description' => ['title' => 'Quota描述', 'description' => 'Quota描述。', 'type' => 'string', 'required' => false, 'example' => 'this is a test quota'], 'Labels' => [ 'title' => 'Quota标签', 'description' => 'Quota标签。', 'type' => 'array', 'items' => ['description' => '标签。', 'required' => false, '$ref' => '#/components/schemas/Label'], 'required' => false, ], 'QuotaConfig' => ['description' => 'QuotaConfig 配置约束：'."\n" .'- 使用ECS/Lingjun资源类型时，该配置不生效。'."\n" .'- 使用ACS资源类型时，用户VPC信息以及ACS配置生效。', 'required' => false, '$ref' => '#/components/schemas/QuotaConfig'], 'QueueStrategy' => ['description' => '共支持4种Quota上的排队策略。'."\n" ."\n" .'- PaiStrategyIntelligent：智能策略。'."\n" .'- PaiStrategyBalance：均衡策略。'."\n" .'- PaiStrategyRoundRobin：资源优先策略。'."\n" .'- PaiStrategyStrictFIFO：FIFO策略。', 'type' => 'string', 'required' => false, 'example' => 'PaiStrategyIntelligent'], 'ClusterSpec' => ['title' => '资源配额原生集群的规格', 'required' => false, '$ref' => '#/components/schemas/ClusterSpec', 'description' => '资源配额原生集群的规格'], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => 'CBF05F13-B24C-5129-9048-4FA684DCD579'], 'QuotaId' => ['title' => 'Quota Id', 'description' => '资源配额ID。', 'type' => 'string', 'example' => 'quotad2kd8ljpsno'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '创建资源配额', 'changeSet' => [ ['createdAt' => '2025-11-06T13:03:33.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [ [ 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:CreateQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"type":"json","example":"{\\n \\"RequestId\\": \\"CBF05F13-B24C-5129-9048-4FA684DCD579\\",\\n \\"QuotaId\\": \\"quotad2kd8ljpsno\\"\\n}","errorExample":""},{"type":"xml","example":"\\n quotad2kd8ljpsno\\n","errorExample":""}]', ], 'CreateResourceGroup' => [ 'path' => '/api/v1/resources', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'create', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '125287', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7', 'FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求结构体。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => 'ResourceGroup名称。', 'type' => 'string', 'required' => false, 'example' => 'testResourceGroup'], 'Description' => ['description' => 'ResourceGroup描述', 'type' => 'string', 'required' => false, 'example' => 'test_api_report'], 'UserVpc' => ['description' => 'ResourceGroup的VPC打通信息。', 'required' => false, '$ref' => '#/components/schemas/UserVpc'], 'ResourceType' => ['description' => '资源类型列表。取值如下：'."\n" ."\n" .'- Ecs：通用计算资源'."\n" .'- Lingjun：灵骏智算资源', 'type' => 'string', 'required' => false, 'example' => 'Ecs'], 'ComputingResourceProvider' => ['description' => 'ResourceGroup的计算资源类型。', 'type' => 'string', 'required' => false, 'example' => 'Ecs'], 'Tag' => [ 'title' => '对应新增标签列表，最多包含20个子项', 'description' => '对应新增标签列表，最多包含20个子项', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'Key' => ['title' => '标签键', 'description' => '实例的标签键。N 的取值范围为 1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestKey'], 'Value' => ['title' => '标签值', 'description' => '实例的标签值。N 的取值范围为 1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestValue'], ], 'required' => false, 'description' => '', ], 'required' => false, ], 'Version' => ['title' => '资源组版本，当前只在resource type为ECS时生效。', 'type' => 'string', 'required' => false, 'example' => '1.0', 'description' => ''], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => '18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E'."\n"], 'ResourceGroupID' => ['description' => 'ResourceGroup ID。', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], ], ], ], ], 'title' => '创建资源组', 'summary' => '您可以使用CreateResourceGroup创建ResourceGroup。', 'changeSet' => [ ['createdAt' => '2025-09-19T03:30:04.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-01-04T03:16:22.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-05-11T03:07:01.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-04-04T06:45:05.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-06-29T07:14:56.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'CreateResourceGroup'], ], ], 'ramActions' => [ [ 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E\\\\n\\",\\n \\"ResourceGroupID\\": \\"rgf0zhfqn1d4ity2\\"\\n}","type":"json"}]', ], 'CreateTrainingJob' => [ 'path' => '/api/v1/trainingjobs', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'create', 'riskType' => 'none', 'chargeType' => 'paid', 'abilityTreeCode' => '132535', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body参数。', 'type' => 'object', 'properties' => [ 'AlgorithmName' => ['description' => '算法名称。', 'type' => 'string', 'required' => false, 'example' => 'ev_classification'], 'AlgorithmProvider' => ['description' => '算法提供方。', 'type' => 'string', 'required' => false, 'example' => 'pai'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'required' => false, 'example' => 'v1.0.0'], 'ComputeResource' => [ 'description' => '计算资源配置。', 'type' => 'object', 'properties' => [ 'EcsCount' => ['description' => 'Ecs实例数。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '1'], 'EcsSpec' => ['description' => 'Ecs型号。', 'type' => 'string', 'required' => false, 'example' => 'ecs.gn5-c8g1.2xlarge'], 'ResourceId' => ['description' => '资源配额（Quota）ID。', 'type' => 'string', 'required' => false, 'example' => 'quotam670lixikcs'], 'InstanceCount' => ['description' => '资源配额使用实例数。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '1'], 'InstanceSpec' => [ 'description' => '资源配额实例配置。', 'type' => 'object', 'properties' => [ 'CPU' => ['description' => '实例CPU核数。', 'type' => 'string', 'required' => false, 'example' => '8'], 'Memory' => ['description' => '实例内存大小，单位为GiB。', 'type' => 'string', 'required' => false, 'example' => '32'], 'SharedMemory' => ['description' => '实例共享内存大小，单位GB。', 'type' => 'string', 'required' => false, 'example' => '32'], 'GPU' => ['description' => '实例GPU显卡数量。', 'type' => 'string', 'required' => false, 'example' => '1'], 'GPUType' => ['description' => '实例GPU显卡型号。', 'type' => 'string', 'required' => false, 'example' => 'V100'], ], 'required' => false, ], 'SpotSpec' => [ 'description' => '抢占式实例配置。', 'type' => 'object', 'properties' => [ 'SpotStrategy' => ['description' => 'SpotStrategy: 实例的抢占策略，取值范围：'."\n" .'- SpotWithPriceLimit：设置上限价格的抢占式实例。'."\n" .'- SpotAsPriceGo：系统自动出价，跟随当前市场实际价格。', 'type' => 'string', 'required' => false, 'example' => 'SpotWithPriceLimit'], 'SpotDiscountLimit' => ['description' => '设置实例的每小时最高价格折扣，参数SpotStrategy取值为SpotWithPriceLimit时生效。', 'type' => 'number', 'format' => 'float', 'required' => false, 'example' => '9'], ], 'required' => false, ], 'UseSpotInstance' => ['description' => '是否使用抢占式实例。', 'type' => 'boolean', 'required' => false, 'example' => 'true'], ], 'required' => false, ], 'HyperParameters' => [ 'description' => '训练超参数配置。', 'type' => 'array', 'items' => [ 'description' => '训练超参数配置。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '参数名。', 'type' => 'string', 'required' => false, 'example' => 'learning_rate'], 'Value' => ['description' => '参数值。', 'type' => 'string', 'required' => false, 'example' => '0.0001'], ], 'required' => false, ], 'required' => false, ], 'InputChannels' => [ 'description' => '训练输入数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输入数据配置。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '输入数据名称。', 'type' => 'string', 'required' => false, 'example' => 'model'], 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'required' => false, 'example' => 'd-475megosidivjfgfq6'], 'VersionName' => ['type' => 'string', 'required' => false, 'description' => ''], 'InputUri' => ['description' => '输入数据链接。', 'type' => 'string', 'required' => false, 'example' => 'oss://pai-quickstart-cn-hangzhou.oss-cn-hangzhou-internal.aliyuncs.com/modelscope/models/qwen2-0.5b/main/'], 'Options' => ['description' => '输入数据参数配置。', 'type' => 'string', 'required' => false, 'example' => '{"appendable": true}'], ], 'required' => false, ], 'required' => false, ], 'Labels' => [ 'description' => '训练任务标签。', 'type' => 'array', 'items' => [ 'description' => '训练任务标签。', 'type' => 'object', 'properties' => [ 'Key' => ['description' => '标签的键。', 'type' => 'string', 'required' => false, 'example' => 'CreatedBy'], 'Value' => ['description' => '标签的值。', 'type' => 'string', 'required' => false, 'example' => 'QuickStart'], ], 'required' => false, ], 'required' => false, ], 'OutputChannels' => [ 'description' => '训练输出数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输出数据配置。', 'type' => 'object', 'properties' => [ 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'required' => false, 'example' => 'd-475megosidivjfgfq6'], 'Name' => ['description' => '输出数据名称。', 'type' => 'string', 'required' => false, 'example' => 'model'], 'OutputUri' => ['description' => '输出数据配置。', 'type' => 'string', 'required' => false, 'example' => 'oss://pai-quickstart-cn-hangzhou.oss-cn-hangzhou-internal.aliyuncs.com/modelscope/models/qwen2-0.5b/main/'], 'VersionName' => ['type' => 'string', 'required' => false, 'description' => ''], ], 'required' => false, ], 'required' => false, ], 'Scheduler' => [ 'description' => '训练任务调度配置。', 'type' => 'object', 'properties' => [ 'MaxRunningTimeInSeconds' => ['description' => '最大训练运行时长，单位为秒。数值为0时不限制最大运行时常。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '0'], 'MaxRunningTimeInMinutes' => ['description' => '最大训练运行时长，单位为分钟。数值为0时不限制最大运行时常。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '0'], ], 'required' => false, ], 'TrainingJobDescription' => ['description' => '训练任务描述。', 'type' => 'string', 'required' => false, 'example' => 'qwen large language model training'], 'TrainingJobName' => ['description' => '训练任务名称。', 'type' => 'string', 'required' => true, 'example' => 'qwen_llm'], 'WorkspaceId' => ['description' => '工作空间ID。', 'type' => 'string', 'required' => true, 'example' => '12345'], 'AlgorithmSpec' => ['description' => '训练任务算法配置。', 'required' => false, '$ref' => '#/components/schemas/AlgorithmSpec'], 'CodeDir' => ['description' => '训练任务代码配置。', 'required' => false, '$ref' => '#/components/schemas/Location'], 'RoleArn' => ['description' => '指定角色的ARN。格式：acs:ram::$accountID:role/$roleName。', 'type' => 'string', 'required' => false, 'example' => 'acs:ram::1157703270994901:role/aliyunserviceroleforpaiworkspace'], 'UserVpc' => [ 'description' => 'VPC配置。', 'type' => 'object', 'properties' => [ 'VpcId' => ['description' => 'VPC ID。', 'type' => 'string', 'required' => false, 'example' => 'vpc-dxiflssjx978sl'], 'SwitchId' => ['description' => '交换机ID。', 'type' => 'string', 'required' => false, 'example' => 'vs-icrc813vdsfol'], 'SecurityGroupId' => ['description' => '安全组ID。', 'type' => 'string', 'required' => false, 'example' => 'sg-qdfasd13sdasf'], 'ExtendedCIDRs' => [ 'description' => '扩展网段配置。', 'type' => 'array', 'items' => ['description' => '扩展网段配置。', 'type' => 'string', 'required' => false, 'example' => '192.168.0.1/24'], 'required' => false, ], 'DefaultRoute' => ['description' => '默认路由接口，eth0表示默认路由走pai的vpc，eht1表示默认路由走用户vpc，默认为eth0。', 'type' => 'string', 'required' => false, 'example' => 'eth0'], ], 'required' => false, ], 'Settings' => ['description' => '训练任务额外参数配置。', 'required' => false, '$ref' => '#/components/schemas/JobSettings'], 'ExperimentConfig' => [ 'description' => '训练任务关联实验配置。', 'type' => 'object', 'properties' => [ 'ExperimentId' => ['description' => '训练任务关联实验ID。', 'type' => 'string', 'required' => false, 'example' => 'exp-ds9aefia90v'], ], 'required' => false, ], 'Environments' => [ 'description' => '训练任务环境变量。', 'type' => 'object', 'required' => false, 'additionalProperties' => ['type' => 'string', 'description' => '训练任务环境变量。', 'example' => 'debug=true'], ], 'PythonRequirements' => [ 'description' => '训练任务Python包配置。', 'type' => 'array', 'items' => ['description' => '训练任务Python包配置。', 'type' => 'string', 'required' => false, 'example' => 'numpy'], 'required' => false, ], 'Priority' => ['description' => '训练任务优先级', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '1'], 'AssignNodeSpec' => ['required' => false, '$ref' => '#/components/schemas/AssignNodeSpec', 'description' => ''], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'TrainingJobId' => ['description' => '训练任务ID。', 'type' => 'string', 'example' => 'traineyfz0m2hsfv'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'E7C42CC7-2E85-508A-84F4-923B605FD10F'], ], ], ], ], 'title' => '创建训练任务', 'summary' => '创建训练任务。', 'changeSet' => [ ['createdAt' => '2025-11-25T06:20:13.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-11-18T02:48:43.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-09-23T07:12:27.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-07-03T03:12:26.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-05-09T10:31:23.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-02-29T07:27:54.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-12-26T10:28:16.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-12-15T03:13:01.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-09-12T03:19:05.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-09-01T11:22:25.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-08-22T03:17:17.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-04-20T02:19:53.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-12-06T12:12:13.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-04-27T10:49:58.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'CreateTrainingJob'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"TrainingJobId\\": \\"traineyfz0m2hsfv\\",\\n \\"RequestId\\": \\"E7C42CC7-2E85-508A-84F4-923B605FD10F\\"\\n}","type":"json"}]', ], 'DeleteAlgorithm' => [ 'summary' => '删除算法。', 'path' => '/api/v1/algorithms/{AlgorithmId}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'delete', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '146690', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['title' => '算法Id', 'description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-sidjc8134hv'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'requestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'FFB1D4B4-B253-540A-9B3B-AA711C48A1B7'], ], ], ], ], 'title' => '删除算法', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteAlgorithm'], ], ], 'ramActions' => [ [ 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"requestId\\": \\"FFB1D4B4-B253-540A-9B3B-AA711C48A1B7\\"\\n}","type":"json"}]', ], 'DeleteAlgorithmVersion' => [ 'path' => '/api/v1/algorithms/{AlgorithmId}/versions/{AlgorithmVersion}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/x-www-form-urlencoded'], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'delete', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '146338', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => true, 'example' => 'algo-xsldfvu1334'], ], [ 'name' => 'AlgorithmVersion', 'in' => 'path', 'schema' => ['description' => '算法版本。', 'type' => 'string', 'required' => true, 'example' => 'v0.0.1'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], ], ], ], ], 'eventInfo' => [ 'enable' => false, 'eventNames' => [], ], 'title' => '删除算法版本', 'summary' => '删除算法版本。', 'changeSet' => [ ['createdAt' => '2024-09-25T02:19:16.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteAlgorithmVersion'], ], ], 'ramActions' => [ [ 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\"\\n}","type":"json"}]', ], 'DeleteMachineGroup' => [ 'summary' => 'delete machine group', 'path' => '/api/v1/resources/machinegroups/{MachineGroupID}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => true, 'systemTags' => [ 'operationType' => 'delete', 'abilityTreeCode' => '124429', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'MachineGroupID', 'in' => 'path', 'schema' => ['type' => 'string', 'description' => ''], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'MachineGroupID' => ['type' => 'string', 'description' => ''], 'RequestId' => ['type' => 'string', 'description' => ''], ], 'description' => 'Schema of Response', ], ], ], 'staticInfo' => [ 'substitutions' => ['PaiStudio::2022-01-12::DeleteMachineGroup'], ], 'changeSet' => [ ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteMachineGroup'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"MachineGroupID\\": \\"\\",\\n \\"RequestId\\": \\"\\"\\n}","type":"json"}]', ], 'DeleteQuota' => [ 'summary' => '您可以通过DeleteQuota删除一个资源配额。', 'path' => '/api/v1/quotas/{QuotaId}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '191219', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['description' => '需要删除的Quota identifier。', 'type' => 'string', 'required' => false, 'example' => 'quota1ci8g793pgm'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'QuotaId' => ['title' => 'Quota Id', 'description' => 'Quota ID。', 'type' => 'string', 'example' => 'quotamtl37ge7gkvdz'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '删除资源配额', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [ [ 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:DeleteQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"type":"json","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"QuotaId\\": \\"quotamtl37ge7gkvdz\\"\\n}","errorExample":""},{"type":"xml","example":"\\n 473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\n quotamtl37ge7gkvdz\\n","errorExample":""}]', ], 'DeleteResourceGroup' => [ 'path' => '/api/v1/resources/{ResourceGroupID}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'delete', 'abilityTreeCode' => '125213', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['title' => 'A short description of struct', 'description' => 'ResourceGroup的ID。', 'type' => 'string', 'required' => false, 'example' => 'rgvl9d6utwcscukh'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], 'ResourceGroupID' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'example' => 'rgvl9d6utwcscukh'], ], ], ], ], 'title' => '删除资源组', 'summary' => '您可以使用DeleteResourceGroup删除资源组。', 'changeSet' => [ ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteResourceGroup'], ], ], 'ramActions' => [ [ 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\",\\n \\"ResourceGroupID\\": \\"rgvl9d6utwcscukh\\"\\n}","type":"json"}]', ], 'DeleteResourceGroupMachineGroup' => [ 'summary' => 'delete machine group', 'path' => '/api/v1/resources/{ResourceGroupID}/machinegroups/{MachineGroupID}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => true, 'systemTags' => [ 'operationType' => 'delete', 'abilityTreeCode' => '125207', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'MachineGroupID', 'in' => 'path', 'schema' => ['type' => 'string', 'description' => ''], ], [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['type' => 'string', 'description' => ''], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'MachineGroupID' => ['type' => 'string', 'description' => ''], 'RequestId' => ['type' => 'string', 'description' => ''], ], 'description' => 'Schema of Response', ], ], ], 'staticInfo' => [ 'substitutions' => ['PaiStudio::2022-01-12::DeleteResourceGroupMachineGroup'], ], 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteResourceGroupMachineGroup'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"MachineGroupID\\": \\"\\",\\n \\"RequestId\\": \\"\\"\\n}","type":"json"}]', ], 'DeleteTrainingJob' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'delete', 'abilityTreeCode' => '132982', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => false, 'example' => 'train76rcaupa2cz'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '4cc83062-9bcb-4ab3-979e-2e571a35834f'], ], ], ], ], 'title' => '删除训练任务', 'summary' => '删除一个训练任务。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteTrainingJob'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"4cc83062-9bcb-4ab3-979e-2e571a35834f\\"\\n}","type":"json"}]', ], 'DeleteTrainingJobLabels' => [ 'summary' => '删除训练任务的标签。', 'path' => '/api/v1/trainingjobs/{TrainingJobId}/labels', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'delete', 'abilityTreeCode' => '132984', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'trainw52bqlfjbjc'], ], [ 'name' => 'Keys', 'in' => 'query', 'schema' => ['description' => '标签的键。', 'type' => 'string', 'required' => true, 'example' => 'RootModelID'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '删除训练任务标签', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteTrainingJobLabels'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'GetAlgorithm' => [ 'summary' => '获取算法详情。', 'path' => '/api/v1/algorithms/{AlgorithmId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'get', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-xsldfvu1334'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'AlgorithmDescription' => ['description' => '算法描述。', 'type' => 'string', 'example' => 'Large language model training.'], 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-xsldfvu1334'], 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_training'], 'AlgorithmProvider' => ['description' => '算法提供方。', 'type' => 'string', 'example' => 'pai'], 'GmtCreateTime' => ['description' => '算法创建时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'GmtModifiedTime' => ['description' => '算法更新时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'WorkspaceId' => ['description' => '工作空间ID。', 'type' => 'string', 'example' => '12345'], 'UserId' => ['description' => '算法归属用户ID。', 'type' => 'string', 'example' => '123456789'], 'TenantId' => ['description' => '算法归属租户ID。', 'type' => 'string', 'example' => '123456789'], 'DisplayName' => ['description' => '算法展示名。', 'type' => 'string', 'example' => 'llm_training'], ], ], ], ], 'title' => '获取算法详情', 'changeSet' => [ ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-04-27T10:49:58.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetAlgorithm'], ], ], 'ramActions' => [ [ 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"AlgorithmDescription\\": \\"Large language model training.\\",\\n \\"AlgorithmId\\": \\"algo-xsldfvu1334\\",\\n \\"AlgorithmName\\": \\"llm_training\\",\\n \\"AlgorithmProvider\\": \\"pai\\",\\n \\"GmtCreateTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"GmtModifiedTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"WorkspaceId\\": \\"12345\\",\\n \\"UserId\\": \\"123456789\\",\\n \\"TenantId\\": \\"123456789\\",\\n \\"DisplayName\\": \\"llm_training\\"\\n}","type":"json"}]', ], 'GetAlgorithmVersion' => [ 'path' => '/api/v1/algorithms/{AlgorithmId}/versions/{AlgorithmVersion}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'get', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-xsldfvu1334'], ], [ 'name' => 'AlgorithmVersion', 'in' => 'path', 'schema' => ['description' => '算法版本。', 'type' => 'string', 'required' => false, 'example' => 'v0.0.1'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'description' => '请求返回数据。', 'type' => 'object', 'properties' => [ 'AlgorithmSpec' => ['description' => '算法详情。', '$ref' => '#/components/schemas/AlgorithmSpec'], 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-xsldfvu1334'], 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_training'], 'AlgorithmProvider' => ['description' => '算法提供方。', 'type' => 'string', 'example' => 'pai'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.0.1'], 'GmtCreateTime' => ['description' => '算法创建时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'GmtModifiedTime' => ['description' => '算法更新时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'UserId' => ['description' => '算法归属用户ID。', 'type' => 'string', 'example' => '123456789'], 'TenantId' => ['description' => '算法归属租户ID。', 'type' => 'string', 'example' => '123456789'], ], ], ], ], 'title' => '获取算法版本详情', 'summary' => '获取算法版本详情。', 'changeSet' => [ ['createdAt' => '2022-04-27T10:50:46.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetAlgorithmVersion'], ], ], 'ramActions' => [ [ 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"AlgorithmSpec\\": {\\n \\"OutputChannels\\": [\\n {\\n \\"Description\\": \\"模型输出。\\",\\n \\"Required\\": true,\\n \\"Properties\\": {},\\n \\"Name\\": \\"Model\\",\\n \\"SupportedChannelTypes\\": [\\n \\"oss\\"\\n ]\\n }\\n ],\\n \\"HyperParameters\\": [\\n {\\n \\"DefaultValue\\": \\"0\\",\\n \\"Type\\": \\"Integer\\",\\n \\"Description\\": \\"参数定义了训练的batch_size。\\",\\n \\"Required\\": true,\\n \\"Name\\": \\"batch_size\\",\\n \\"Range\\": {\\n \\"Enum\\": [\\n \\"0\\"\\n ],\\n \\"MinLength\\": 1,\\n \\"MaxLength\\": 30,\\n \\"Minimum\\": \\"0\\",\\n \\"Maximum\\": \\"10\\",\\n \\"ExclusiveMinimum\\": true,\\n \\"ExclusiveMaximum\\": true,\\n \\"Pattern\\": \\"^\\\\\\\\+?[1-9][0-9]*$\\"\\n },\\n \\"DisplayName\\": \\"Batch Size\\"\\n }\\n ],\\n \\"JobType\\": \\"TFJob\\",\\n \\"Command\\": [\\n \\"python train.py\\"\\n ],\\n \\"MetricDefinitions\\": [\\n {\\n \\"Description\\": \\"训练损失函数。\\",\\n \\"Regex\\": \\".*train:loss=([-+]?[0-9]*\\\\\\\\\\\\\\\\.?[0-9]+(?:[eE][-+]?[0-9]+)?).*\\",\\n \\"Name\\": \\"loss\\"\\n }\\n ],\\n \\"InputChannels\\": [\\n {\\n \\"Description\\": \\"模型输出。\\",\\n \\"Required\\": true,\\n \\"Properties\\": {},\\n \\"Name\\": \\"Model\\",\\n \\"SupportedChannelTypes\\": [\\n \\"oss\\"\\n ]\\n }\\n ],\\n \\"SupportsDistributedTraining\\": true,\\n \\"Image\\": \\"registry.cn-shanghai.aliyuncs.com/pai-training/kmeans:v1.0.0\\",\\n \\"SupportedInstanceTypes\\": [\\n \\"ecs.g6.2xlarge\\"\\n ],\\n \\"ComputeResource\\": {\\n \\"Policy\\": {\\n \\"Version\\": \\"V1\\",\\n \\"Value\\": \\"[{\\\\\\\\\\\\\\"MinTotalCount\\\\\\\\\\\\\\":1,\\\\\\\\\\\\\\"MaxTotalCount\\\\\\\\\\\\\\":4,\\\\\\\\\\\\\\"RolePolicies\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"chief\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Count\\\\\\\\\\\\\\":1},\\\\\\\\\\\\\\"ps\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Count\\\\\\\\\\\\\\":1},\\\\\\\\\\\\\\"worker\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Percentage\\\\\\\\\\\\\\":100}}},{\\\\\\\\\\\\\\"MinTotalCount\\\\\\\\\\\\\\":5,\\\\\\\\\\\\\\"MaxTotalCount\\\\\\\\\\\\\\":10,\\\\\\\\\\\\\\"RolePolicies\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"chief\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Count\\\\\\\\\\\\\\":1},\\\\\\\\\\\\\\"ps\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Percentage\\\\\\\\\\\\\\":20},\\\\\\\\\\\\\\"worker\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Percentage\\\\\\\\\\\\\\":80}}},{\\\\\\\\\\\\\\"MinTotalCount\\\\\\\\\\\\\\":11,\\\\\\\\\\\\\\"RolePolicies\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"chief\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Count\\\\\\\\\\\\\\":1},\\\\\\\\\\\\\\"ps\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Percentage\\\\\\\\\\\\\\":40},\\\\\\\\\\\\\\"worker\\\\\\\\\\\\\\":{\\\\\\\\\\\\\\"Percentage\\\\\\\\\\\\\\":60}}}]\\"\\n }\\n },\\n \\"CodeDir\\": {\\n \\"LocationType\\": \\"OSS\\",\\n \\"LocationValue\\": {\\n \\"test\\": \\"test\\",\\n \\"test2\\": 1\\n }\\n },\\n \\"Customization\\": {\\n \\"CodeDir\\": true\\n },\\n \\"ResourceRequirements\\": [\\n {\\n \\"Key\\": \\"SupportedMachineTypes\\",\\n \\"Operator\\": \\"in\\",\\n \\"Values\\": [\\n \\"ecs.gn5-c4g1.xlarge\\"\\n ]\\n }\\n ],\\n \\"ProgressDefinitions\\": {\\n \\"OverallProgress\\": {\\n \\"Description\\": \\"training progress\\",\\n \\"Regex\\": \\"^[0-9]+([.][0-9]+){0,1}$\\"\\n },\\n \\"RemainingTime\\": {\\n \\"Description\\": \\"training remaining time\\",\\n \\"Regex\\": \\"^[0-9]+([.][0-9]+){0,1}$\\"\\n }\\n }\\n },\\n \\"AlgorithmId\\": \\"algo-xsldfvu1334\\",\\n \\"AlgorithmName\\": \\"llm_training\\",\\n \\"AlgorithmProvider\\": \\"pai\\",\\n \\"AlgorithmVersion\\": \\"v0.0.1\\",\\n \\"GmtCreateTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"GmtModifiedTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"UserId\\": \\"123456789\\",\\n \\"TenantId\\": \\"123456789\\"\\n}","type":"json"}]', ], 'GetMachineGroup' => [ 'path' => '/api/v1/resources/machinegroups/{MachineGroupID}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => true, 'systemTags' => [ 'operationType' => 'get', 'abilityTreeCode' => '124271', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'MachineGroupID', 'in' => 'path', 'schema' => ['type' => 'string', 'required' => true, 'description' => ''], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'MachineGroupID' => ['type' => 'string', 'description' => ''], 'OrderID' => ['type' => 'string', 'description' => ''], 'PAIResourceID' => ['type' => 'string', 'description' => ''], 'Status' => ['type' => 'string', 'description' => ''], 'PayType' => ['type' => 'string', 'description' => ''], 'PricingCycle' => ['type' => 'string', 'description' => ''], 'Duration' => ['type' => 'string', 'description' => ''], 'EcsType' => ['type' => 'string', 'description' => ''], 'Count' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], 'RegionID' => ['type' => 'string', 'description' => ''], 'GmtCreated' => ['type' => 'string', 'description' => ''], 'GmtModified' => ['type' => 'string', 'description' => ''], 'GmtStarted' => ['type' => 'string', 'description' => ''], 'GmtExpired' => ['type' => 'string', 'description' => ''], 'RequestId' => ['type' => 'string', 'description' => ''], 'SupportedDrivers' => [ 'type' => 'array', 'items' => ['type' => 'string', 'description' => ''], 'description' => '', ], 'DefaultDriver' => ['type' => 'string', 'description' => ''], 'OrderInstanceId' => ['type' => 'string', 'description' => ''], ], 'description' => '', ], ], ], 'staticInfo' => [ 'substitutions' => ['PaiStudio::2022-01-12::GetMachineGroup'], ], 'summary' => 'get machine group', 'changeSet' => [ ['createdAt' => '2024-05-23T02:15:16.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-08-30T07:22:54.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetMachineGroup'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"MachineGroupID\\": \\"\\",\\n \\"OrderID\\": \\"\\",\\n \\"PAIResourceID\\": \\"\\",\\n \\"Status\\": \\"\\",\\n \\"PayType\\": \\"\\",\\n \\"PricingCycle\\": \\"\\",\\n \\"Duration\\": \\"\\",\\n \\"EcsType\\": \\"\\",\\n \\"Count\\": 0,\\n \\"RegionID\\": \\"\\",\\n \\"GmtCreated\\": \\"\\",\\n \\"GmtModified\\": \\"\\",\\n \\"GmtStarted\\": \\"\\",\\n \\"GmtExpired\\": \\"\\",\\n \\"RequestId\\": \\"\\",\\n \\"SupportedDrivers\\": [\\n \\"\\"\\n ],\\n \\"DefaultDriver\\": \\"\\",\\n \\"OrderInstanceId\\": \\"\\"\\n}","type":"json"}]', ], 'GetNodeMetrics' => [ 'path' => '/api/v1/resources/{ResourceGroupID}/nodemetrics/{MetricType}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => true, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '151753', 'abilityTreeNodes' => ['FEATURElearn8Y18OQ'], ], 'parameters' => [ [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'required' => true, 'example' => 'rgf0zhfqn1d4ity2'], ], [ 'name' => 'GPUType', 'in' => 'query', 'schema' => ['description' => '显卡类型。可能值：'."\n" .'- V100'."\n" .'- A100'."\n" .'- A10'."\n" .'- T4'."\n" .'- P100', 'type' => 'string', 'required' => false, 'example' => 'V100'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['description' => '开始时间', 'type' => 'string', 'required' => false, 'example' => '2024-07-08T02:23:30.292Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['description' => '结束时间', 'type' => 'string', 'required' => false, 'example' => '2024-07-10T10:17:06'], ], [ 'name' => 'TimeStep', 'in' => 'query', 'schema' => ['description' => '时间步长，默认值：5m。支持的时长单位的取值范围：'."\n" ."\n" .'- h：小时。'."\n" ."\n" .'- m：分钟。'."\n" ."\n" .'- s：秒。'."\n" ."\n" .'当值不带单位时，默认使用单位：s（秒）。', 'type' => 'string', 'required' => false, 'example' => '1h'], ], [ 'name' => 'Verbose', 'in' => 'query', 'schema' => ['description' => '是否显示非必要信息，非必要信息目前包含Labels'."\n" .'目前值支持：'."\n" ."\n" .'false：不显示非必要信息（默认值）'."\n" .'true：显示非必要信息'."\n", 'type' => 'boolean', 'required' => false, 'example' => 'true'], ], [ 'name' => 'MetricType', 'in' => 'path', 'schema' => ['description' => '查询的指标名', 'type' => 'string', 'required' => true, 'example' => 'CpuUsageRate'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'NodesMetrics' => [ 'description' => '节点metric信息。', 'type' => 'array', 'items' => ['description' => '节点metric信息。', '$ref' => '#/components/schemas/NodeMetric'], ], 'ResourceGroupID' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], 'MetricType' => ['description' => '查询的指标名。', 'type' => 'string', 'example' => 'DiskWriteRate'], ], ], ], ], 'staticInfo' => [ 'substitutions' => ['Cms::2019-01-01::DescribeMetricList'], ], 'eventInfo' => [ 'enable' => false, 'eventNames' => [], ], 'title' => '获取节点维度的指标数据', 'summary' => '您可以通过GetNodeMetrics获取资源组节点的指标信息。', 'changeSet' => [ ['createdAt' => '2022-08-29T02:34:36.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetNodeMetrics'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"NodesMetrics\\": [\\n {\\n \\"NodeID\\": \\"-i12****node\\",\\n \\"Metrics\\": [\\n {\\n \\"Time\\": 0,\\n \\"Value\\": \\"23000\\"\\n }\\n ],\\n \\"GPUType\\": \\"GU108\\"\\n }\\n ],\\n \\"ResourceGroupID\\": \\"rgf0zhfqn1d4ity2\\",\\n \\"MetricType\\": \\"DiskWriteRate\\"\\n}","type":"json"}]', ], 'GetQuota' => [ 'path' => '/api/v1/quotas/{QuotaId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '191160', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['description' => '获取详细信息的Quota identifier。', 'type' => 'string', 'required' => false, 'example' => 'quota1ci8g79****'], ], [ 'name' => 'Verbose', 'in' => 'query', 'schema' => ['description' => '是否显示详细信息。', 'type' => 'boolean', 'required' => false, 'example' => 'true'], ], [ 'name' => 'WithNodeMeta', 'in' => 'query', 'schema' => ['title' => '是否返回绑定到Quota的节点meta信息', 'description' => '是否返回绑定到Quota的节点meta信息', 'type' => 'boolean', 'required' => false], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => '返回内容。', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => '18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E'], 'QuotaId' => ['title' => 'Quota Id', 'description' => '资源配额ID。', 'type' => 'string', 'example' => 'quotajradxh4****'], 'QuotaName' => ['title' => 'Quota名称', 'description' => '资源配额名称。', 'type' => 'string', 'example' => 'test-quota'], 'ResourceType' => ['title' => 'Quota资源类型', 'description' => 'Quota资源类型。', 'type' => 'string', 'example' => 'ECS'], 'ParentQuotaId' => ['title' => '父Quota Id', 'description' => '父Quota ID。', 'type' => 'string', 'example' => 'quota1ci8g79****'], 'ResourceGroupIds' => [ 'description' => '资源配额对应的资源组信息。', 'type' => 'array', 'items' => ['description' => '资源组ID。', 'type' => 'string', 'example' => 'rg69rj0leslw****'], ], 'AllocateStrategy' => ['title' => '资源分配策略', 'description' => '资源分配策略。', 'type' => 'string', 'example' => 'ByNodeSpec'], 'Min' => ['description' => 'Min Quota配置。', '$ref' => '#/components/schemas/ResourceSpec'], 'Description' => ['title' => 'Quota描述', 'description' => 'Quota描述。', 'type' => 'string', 'example' => 'this is a test quota'], 'Labels' => [ 'title' => 'Quota标签', 'description' => 'Quota标签。', 'type' => 'array', 'items' => ['description' => 'label key value对。', '$ref' => '#/components/schemas/Label'], ], 'CreatorId' => ['title' => 'Quota创建人Id', 'description' => 'Quota创建人ID。', 'type' => 'string', 'example' => '1884692****'], 'LatestOperationId' => ['title' => 'Quota最近变更Id', 'description' => 'Quota最近变更ID。', 'type' => 'string', 'example' => 'operation****'], 'Status' => ['title' => 'Quota状态', 'description' => 'Quota状态。', 'type' => 'string', 'example' => 'Ready'], 'ReasonCode' => ['title' => '错误码', 'description' => '错误码。', 'type' => 'string', 'example' => '“”'], 'ReasonMessage' => ['title' => '错误原因', 'description' => '错误原因。', 'type' => 'string', 'example' => '“”'], 'GmtCreatedTime' => ['title' => 'Quota创建时间', 'description' => 'Quota创建时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtModifiedTime' => ['title' => 'Quota修改时间', 'description' => 'Quota修改时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'QuotaDetails' => ['title' => 'Quota详情', 'description' => 'Quota的详情。', '$ref' => '#/components/schemas/QuotaDetails'], 'QuotaConfig' => ['description' => 'Quota对应配置：'."\n" ."\n" .'- VPC信息'."\n" ."\n" .'- 是否支持RDMA'."\n" ."\n" .'- ACS对应配置（若资源类型为ACS生效）', '$ref' => '#/components/schemas/QuotaConfig'], 'Workspaces' => [ 'title' => 'Quota关联的工作空间', 'description' => 'Quota关联的工作空间。', 'type' => 'array', 'items' => ['description' => '所关联的工作空间信息。', '$ref' => '#/components/schemas/WorkspaceIdName'], ], 'SubQuotas' => [ 'title' => 'Quota的子Quota列表', 'description' => 'Quota的子Quota列表。', 'type' => 'array', 'items' => ['description' => '包含的子Quota的ID。', '$ref' => '#/components/schemas/QuotaIdName'], ], 'QueueStrategy' => ['description' => 'Quota上任务的排队策略。', 'type' => 'string', 'example' => 'PaiStrategyIntelligent'], 'Version' => ['title' => '版本信息。当resource type为ECS时生效。', 'description' => '版本信息。当resource type为ECS时生效。', 'type' => 'string', 'example' => '1.0'], 'HyperZones' => [ 'title' => '高性能网络区列表', 'description' => '高性能网络区列表', 'type' => 'array', 'items' => ['title' => '高性能网络区ID', 'description' => '高性能网络区ID', 'type' => 'string', 'example' => 'A3'], ], 'QuotaCluster' => ['title' => '由配额内资源组成的集群规格与状态', 'description' => '由配额内资源组成的集群规格与状态', '$ref' => '#/components/schemas/QuotaCluster'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取资源配额详情', 'summary' => '您可以通过GetQuota获取一个资源配额详情，以了解当前资源使用情况，方便进行资源管理和规划。', 'changeSet' => [ ['createdAt' => '2025-11-12T09:21:16.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-11-06T13:03:33.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2025-09-19T03:30:04.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-05-09T05:27:33.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [ [ 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:GetQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"type":"json","example":"{\\n \\"RequestId\\": \\"18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E\\",\\n \\"QuotaId\\": \\"quotajradxh4****\\",\\n \\"QuotaName\\": \\"test-quota\\",\\n \\"ResourceType\\": \\"ECS\\",\\n \\"ParentQuotaId\\": \\"quota1ci8g79****\\",\\n \\"ResourceGroupIds\\": [\\n \\"rg69rj0leslw****\\"\\n ],\\n \\"AllocateStrategy\\": \\"ByNodeSpec\\",\\n \\"Min\\": {\\n \\"NodeSpecs\\": [\\n {\\n \\"Type\\": \\"ecs.g6.4xlarge\\",\\n \\"Count\\": 10,\\n \\"BindingPolicy\\": {\\n \\"NodeSpecCount\\": 5,\\n \\"IncludeNodes\\": [\\n \\"lrnabc\\"\\n ],\\n \\"ExcludeNodes\\": [\\n \\"lrndef\\"\\n ]\\n },\\n \\"HyperType\\": \\"\\"\\n }\\n ]\\n },\\n \\"Description\\": \\"this is a test quota\\",\\n \\"Labels\\": [\\n {\\n \\"Key\\": \\"testAccTag\\",\\n \\"Value\\": \\"nihao\\"\\n }\\n ],\\n \\"CreatorId\\": \\"1884692****\\",\\n \\"LatestOperationId\\": \\"operation****\\",\\n \\"Status\\": \\"Ready\\",\\n \\"ReasonCode\\": \\"“”\\",\\n \\"ReasonMessage\\": \\"“”\\",\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"QuotaDetails\\": {\\n \\"DesiredMinQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"ActualMinQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"RequestedQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"NodeStatistics\\": {\\n \\"ActualMinNodeNum\\": 0,\\n \\"ActualMinHyperNodeNum\\": 0,\\n \\"AllocatedNodeNum\\": 0,\\n \\"AllocatedHyperNodeNum\\": 0,\\n \\"EmptyNodeNum\\": 0,\\n \\"AllocatedHyperNodeDetails\\": [\\n {\\n \\"HyperNodeName\\": \\"\\",\\n \\"AllocatedNodeNum\\": 0,\\n \\"TotalNodeNum\\": 0,\\n \\"EmptyNodeNum\\": 0\\n }\\n ]\\n }\\n },\\n \\"QuotaConfig\\": {\\n \\"SupportRDMA\\": false,\\n \\"ClusterId\\": \\"ceeb3724255364***\\",\\n \\"UserVpc\\": {\\n \\"VpcId\\": \\"vpc-abcdef****\\",\\n \\"SwitchId\\": \\"vs-abcdef****\\",\\n \\"SecurityGroupId\\": \\"sg-abcdef****\\",\\n \\"ExtendedCIDRs\\": [\\n \\"\\\\\\"192.168.0.1/24\\\\\\"\\"\\n ],\\n \\"RoleArn\\": \\"acs:ram::25xxxx:role/AliyunPAIDLCDefaultRole\\",\\n \\"DefaultRoute\\": \\"eth0\\",\\n \\"DefaultForwardInfo\\": {\\n \\"NatGatewayId\\": \\"nat-7j4mka9wguxj\\",\\n \\"EipAllocationId\\": \\"eip-h29r78ieufbih\\"\\n }\\n },\\n \\"SupportGPUDrivers\\": [\\n \\"470.199.02\\"\\n ],\\n \\"DefaultGPUDriver\\": \\"470.199.02\\",\\n \\"ACS\\": {\\n \\"ACSQuotaId\\": \\"rq-3kbt2gtimmyw7fgfgothocvh\\",\\n \\"AssociatedProducts\\": [\\n \\"PAI-DLC\\"\\n ]\\n },\\n \\"ResourceSpecs\\": [\\n {\\n \\"WorkspaceId\\": \\"122421\\",\\n \\"Product\\": \\"DLC\\",\\n \\"Specs\\": [\\n {\\n \\"SpecName\\": \\"spec_test\\",\\n \\"IsGuaranteedValid\\": true,\\n \\"IsOverSoldValid\\": true,\\n \\"CodeType\\": \\"\\\\\\"\\\\\\"\\",\\n \\"Code\\": \\"\\\\\\"\\\\\\"\\",\\n \\"Reason\\": \\"\\\\\\"\\\\\\"\\"\\n }\\n ]\\n }\\n ],\\n \\"EnablePreemptSubquotaWorkloads\\": false,\\n \\"EnableSubQuotaPreemption\\": true,\\n \\"SubQuotaPreemptionConfig\\": {\\n \\"PreemptedPriorityUpperBound\\": 9,\\n \\"PreemptedProducts\\": [\\n \\"dlc\\"\\n ]\\n },\\n \\"EnableGPUShare\\": true,\\n \\"OversoldUsageConfig\\": {\\n \\"DisabledBy\\": \\"\\",\\n \\"Disabled\\": true\\n },\\n \\"SelfQuotaPreemptionConfig\\": {\\n \\"PreemptorPriorities\\": [\\n 0\\n ],\\n \\"PreemptedPriorities\\": [\\n 0\\n ],\\n \\"PreemptedProducts\\": [\\n \\"\\"\\n ]\\n },\\n \\"EniCacheConfig\\": {\\n \\"Enabled\\": true,\\n \\"CachePoolSize\\": 0\\n },\\n \\"SandboxCacheConfig\\": {\\n \\"Enabled\\": true\\n },\\n \\"UseCase\\": \\"\\",\\n \\"EnableSelfQuotaPreemption\\": true,\\n \\"ControlPlaneClusterId\\": \\"\\",\\n \\"IsEncryptedResource\\": true,\\n \\"WorkloadTypes\\": [\\n \\"\\"\\n ]\\n },\\n \\"Workspaces\\": [\\n {\\n \\"WorkspaceId\\": \\"ws123***\\",\\n \\"WorkspaceName\\": \\"\\"\\n }\\n ],\\n \\"SubQuotas\\": [\\n {\\n \\"QuotaId\\": \\"quota12345\\",\\n \\"QuotaName\\": \\"dlc-quota\\"\\n }\\n ],\\n \\"QueueStrategy\\": \\"PaiStrategyIntelligent\\",\\n \\"Version\\": \\"1.0\\",\\n \\"HyperZones\\": [\\n \\"A3\\"\\n ],\\n \\"QuotaCluster\\": {\\n \\"ClusterType\\": \\"\\",\\n \\"Image\\": \\"\\",\\n \\"DataSources\\": [\\n {\\n \\"DataSourceId\\": \\"\\",\\n \\"MountPath\\": \\"\\",\\n \\"Uri\\": \\"\\"\\n }\\n ],\\n \\"Endpoints\\": {\\n \\"key\\": \\"\\"\\n },\\n \\"Status\\": \\"\\"\\n }\\n}","errorExample":""},{"type":"xml","example":"\\n quotajradxh43rgb\\n test-quota\\n ECS\\n quota1ci8g793pgm\\n rg69rj0leslwdnbe\\n ByNodeSpec\\n \\n \\n ecs.g6.4xlarge\\n 10\\n \\n \\n this is a test quota\\n \\n Ready\\n 2023-06-22T00:00:00Z\\n 2023-06-22T00:00:00Z\\n \\n \\n 100\\n 100Gi\\n 16\\n GPU\\n \\n \\n 100\\n 100Gi\\n 16\\n GPU\\n \\n \\n 100\\n 100Gi\\n 16\\n GPU\\n \\n \\n 100\\n 100Gi\\n 16\\n GPU\\n \\n \\n \\n false\\n ceeb37xxxx\\n \\n \\n 470.199.02\\n \\n \\n \\n \\n ws123456\\n \\n \\n quota12345\\n dlc-quota\\n \\n PaiStrategyIntelligent\\n","errorExample":""}]', ], 'GetResourceGroup' => [ 'path' => '/api/v1/resources/{ResourceGroupID}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'get', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '124255', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['title' => 'get pai resource group details by id', 'description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'required' => true, 'example' => 'rgmhpp8ib5lprq9k'], ], [ 'name' => 'IsAIWorkspaceDataEnabled', 'in' => 'query', 'schema' => ['description' => '这个参数是可选参数。默认是true。', 'type' => 'boolean', 'required' => false, 'example' => 'true'], ], [ 'name' => 'Tag', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '对应新增标签列表，最多包含20个子项', 'description' => '对应新增标签列表，最多包含20个子项', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'Key' => ['title' => '标签键', 'description' => '实例的标签键。N 的取值范围为 1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestKey'], 'Value' => ['title' => '标签值', 'description' => '实例的标签值。N 的取值范围：1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestValue'], ], 'required' => false, 'description' => '', ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'GmtCreatedTime' => ['title' => 'pai resource created time', 'description' => 'ResourceGroup创建时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'."\n"], 'GmtModifiedTime' => ['title' => 'pai resource group modified time', 'description' => 'ResourceGroup更新时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'."\n"], 'RequestId' => ['title' => 'request id', 'description' => '请求ID。', 'type' => 'string', 'example' => '18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E'."\n"], 'Name' => ['description' => 'ResourceGroup名称。', 'type' => 'string', 'example' => 'TestResourceGroup'], 'CreatorID' => ['description' => 'ResourceGroup创建者的UserId。', 'type' => 'string', 'example' => '1612285282502324'], 'WorkspaceID' => ['description' => '工作空间ID。', 'type' => 'string', 'example' => '35201'], 'Status' => ['description' => 'ResourceGroup的状态。', 'type' => 'string', 'example' => 'Ready'], 'UserVpc' => ['description' => 'ResourceGroup打通VPC的详细信息。', '$ref' => '#/components/schemas/UserVpc'], 'ComputingResourceProvider' => [ 'description' => 'ResourceGroup的计算资源类型。', 'type' => 'string', 'enumValueTitles' => ['Ecs' => 'Ecs', 'Lingjun' => 'Lingjun'], 'example' => 'ECS', ], 'ClusterID' => ['description' => 'ResourceGroup所属的集群ID。', 'type' => 'string', 'example' => 'cb2c7bde30b774e46a329c'], 'SupportRDMA' => ['description' => 'ResourceGroup是都支持RDMA。', 'type' => 'boolean', 'example' => 'true'], 'ResourceType' => ['description' => 'ResourceGroup的计算资源类型。', 'type' => 'string', 'example' => 'Ecs'], 'Description' => ['description' => 'ResourceGroup描述信息。', 'type' => 'string', 'example' => 'testDescription'], 'Tags' => [ 'description' => '标签列表。', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'TagKey' => ['title' => '标签键', 'description' => '实例的标签键。N 的取值范围为 1~20。', 'type' => 'string', 'example' => 'testKey'], 'TagValue' => ['title' => '标签值', 'description' => '实例的标签值。N 的取值范围：1~20。', 'type' => 'string', 'example' => 'testValue'], ], 'description' => '', ], ], 'Version' => ['type' => 'string', 'description' => ''], ], ], ], ], 'title' => '获取资源组详情', 'summary' => '您可以通过GetResourceGroup获取资源组的详情信息。', 'changeSet' => [ ['createdAt' => '2025-09-19T03:30:04.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-01-04T03:16:22.000Z', 'description' => '请求参数发生变更、响应参数发生变更'], ['createdAt' => '2023-05-11T03:07:02.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-04-10T09:57:38.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-04-06T05:56:43.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-04-04T06:45:06.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-08-03T03:11:36.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroup'], ], ], 'ramActions' => [ [ 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\\\n\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\\\n\\",\\n \\"RequestId\\": \\"18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E\\\\n\\",\\n \\"Name\\": \\"TestResourceGroup\\",\\n \\"CreatorID\\": \\"1612285282502324\\",\\n \\"WorkspaceID\\": \\"35201\\",\\n \\"Status\\": \\"Ready\\",\\n \\"UserVpc\\": {\\n \\"VpcId\\": \\"vpc-abcdef****\\",\\n \\"SwitchId\\": \\"vs-abcdef****\\",\\n \\"SecurityGroupId\\": \\"sg-abcdef****\\",\\n \\"ExtendedCIDRs\\": [\\n \\"\\\\\\"192.168.0.1/24\\\\\\"\\"\\n ],\\n \\"RoleArn\\": \\"acs:ram::25xxxx:role/AliyunPAIDLCDefaultRole\\",\\n \\"DefaultRoute\\": \\"eth0\\",\\n \\"DefaultForwardInfo\\": {\\n \\"NatGatewayId\\": \\"nat-7j4mka9wguxj\\",\\n \\"EipAllocationId\\": \\"eip-h29r78ieufbih\\"\\n }\\n },\\n \\"ComputingResourceProvider\\": \\"ECS\\",\\n \\"ClusterID\\": \\"cb2c7bde30b774e46a329c\\",\\n \\"SupportRDMA\\": true,\\n \\"ResourceType\\": \\"Ecs\\",\\n \\"Description\\": \\"testDescription\\",\\n \\"Tags\\": [\\n {\\n \\"TagKey\\": \\"testKey\\",\\n \\"TagValue\\": \\"testValue\\"\\n }\\n ],\\n \\"Version\\": \\"\\"\\n}","type":"json"}]', ], 'GetResourceGroupMachineGroup' => [ 'path' => '/api/v1/resources/{ResourceGroupID}/machinegroups/{MachineGroupID}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'get', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '125186', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'MachineGroupID', 'in' => 'path', 'schema' => ['description' => 'MachineGroup的ID。', 'type' => 'string', 'required' => true, 'example' => 'mgmioirqjgw6c5lg'], ], [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'required' => true, 'example' => 'rgf0zhfqn1d4ity2'], ], [ 'name' => 'Tag', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '对应新增标签列表，最多包含20个子项', 'description' => '对应新增标签列表，最多包含20个子项', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'Key' => ['title' => '标签键', 'description' => '实例的标签键。N 的取值范围为 1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestKey'], 'Value' => ['title' => '标签值', 'description' => '实例的标签值。N 的取值范围为 1~20。', 'type' => 'string', 'required' => false, 'example' => 'TestValue'], ], 'required' => false, 'description' => '', ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'MachineGroupID' => ['description' => 'MachineGroup的ID。', 'type' => 'string', 'example' => 'mgmioirqjgw6c5lg'], 'ResourceGroupID' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], 'Status' => ['description' => '实例状态。'."\n" .'Creating：创建中'."\n" .'Ready：运行中'."\n" .'Expiring: 即将过期'."\n" .'Expired: 已过期'."\n" .'Stopping：停止中'."\n" .'Stopped：已停止', 'type' => 'string', 'example' => 'Ready'], 'PaymentType' => ['description' => '付费类型。', 'type' => 'string', 'example' => 'PREPAY'], 'PaymentDurationUnit' => ['description' => '机器组计费时间单位。', 'type' => 'string', 'example' => 'Month'], 'PaymentDuration' => ['description' => '付费时长。当PaymentDurationUnit取值为Month时，取值：1、2、3、4、5、6、7、8、9、12、24、36、48、60。', 'type' => 'string', 'example' => '1'], 'EcsSpec' => ['description' => 'Ecs规格。', 'type' => 'string', 'example' => 'ecs.c6.large'], 'EcsCount' => ['description' => 'Ecs实例数。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'GmtCreatedTime' => ['description' => '机器组创建时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtModifiedTime' => ['description' => '机器组更新时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtStartedTime' => ['description' => '机器组启动时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'], 'GmtExpiredTime' => ['description' => '机器组失效时间。', 'type' => 'string', 'example' => '2023-06-22T00:00:00Z'."\n"], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E'], 'Cpu' => ['description' => '机器组中每一台机器的CPU总核数。', 'type' => 'string', 'example' => '2'], 'Gpu' => ['description' => '机器组中每一台机器的GPU核数。', 'type' => 'string', 'example' => '8'], 'GpuType' => ['description' => '机器组中每一台机器的GPU卡型。', 'type' => 'string', 'example' => 'A100'], 'Memory' => ['description' => '机器组中每一台机器的内存数。', 'type' => 'string', 'example' => '64'], 'SupportedDrivers' => [ 'description' => '机器组中节点支持的GPU显卡驱动版本。', 'type' => 'array', 'items' => ['description' => '535,550', 'type' => 'string', 'example' => '535,550'], ], 'DefaultDriver' => ['description' => '机器组中每一台机器的默认的显卡驱动的版本。', 'type' => 'string', 'example' => '535'], 'Name' => ['description' => '机器组名称。', 'type' => 'string', 'example' => 'testMachineGroup'], 'Tags' => [ 'description' => '要查询的Tags列表，采用JSON字符串的形式，最多包含20个子项。', 'type' => 'array', 'items' => [ 'description' => '标签数组。数组元素个数N取值范围：1~20。', 'type' => 'object', 'properties' => [ 'TagKey' => ['title' => '标签键', 'description' => '实例的标签键。N 的取值范围为 1~20。', 'type' => 'string', 'example' => 'TestKey'], 'TagValue' => ['title' => '标签值', 'description' => '实例的标签值。N 的取值范围为 1~20。', 'type' => 'string', 'example' => 'TestValue'], ], ], ], 'AllocatableCpu' => ['type' => 'string', 'description' => ''], 'AllocatableMemory' => ['type' => 'string', 'description' => ''], 'SystemReservedCpu' => ['type' => 'string', 'description' => ''], 'SystemReservedMemory' => ['type' => 'string', 'description' => ''], ], ], ], ], 'title' => '获取机器组详情', 'summary' => '您可以通过GetResourceGroupMachineGroup获取机器组的详情。', 'changeSet' => [ ['createdAt' => '2025-08-22T05:48:16.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-01-04T03:16:22.000Z', 'description' => '请求参数发生变更、响应参数发生变更'], ['createdAt' => '2023-08-30T07:22:54.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-07-21T07:16:01.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroupMachineGroup'], ], ], 'ramActions' => [ [ 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetResourceGroupMachineGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'MachineGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}/machinegroup/{#MachineGroupId}'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"MachineGroupID\\": \\"mgmioirqjgw6c5lg\\",\\n \\"ResourceGroupID\\": \\"rgf0zhfqn1d4ity2\\",\\n \\"Status\\": \\"Ready\\",\\n \\"PaymentType\\": \\"PREPAY\\",\\n \\"PaymentDurationUnit\\": \\"Month\\",\\n \\"PaymentDuration\\": \\"1\\",\\n \\"EcsSpec\\": \\"ecs.c6.large\\",\\n \\"EcsCount\\": 1,\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtStartedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtExpiredTime\\": \\"2023-06-22T00:00:00Z\\\\n\\",\\n \\"RequestId\\": \\"18D5A1C6-14B8-545E-8408-0A7DDB4C6B5E\\",\\n \\"Cpu\\": \\"2\\",\\n \\"Gpu\\": \\"8\\",\\n \\"GpuType\\": \\"A100\\",\\n \\"Memory\\": \\"64\\",\\n \\"SupportedDrivers\\": [\\n \\"535,550\\"\\n ],\\n \\"DefaultDriver\\": \\"535\\",\\n \\"Name\\": \\"testMachineGroup\\",\\n \\"Tags\\": [\\n {\\n \\"TagKey\\": \\"TestKey\\",\\n \\"TagValue\\": \\"TestValue\\"\\n }\\n ],\\n \\"AllocatableCpu\\": \\"\\",\\n \\"AllocatableMemory\\": \\"\\",\\n \\"SystemReservedCpu\\": \\"\\",\\n \\"SystemReservedMemory\\": \\"\\"\\n}","type":"json"}]', ], 'GetResourceGroupRequest' => [ 'summary' => '您可以通过GetResourceGroupRequest获取资源组已经被分配的资源数。', 'path' => '/api/v1/resources/data/request', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => true, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '146159', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'ResourceGroupID', 'in' => 'query', 'schema' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'required' => true, 'example' => 'rgf0zhfqn1d4ity2'], ], [ 'name' => 'PodStatus', 'in' => 'query', 'schema' => ['description' => '容器状态。包括：'."\n" ."\n" .'- Waiting'."\n" .'- Running'."\n" .'- Terminated', 'type' => 'string', 'required' => false, 'example' => 'Running', 'default' => 'Running'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'requestCPU' => ['description' => '已经分配的cpu总数', 'type' => 'integer', 'format' => 'int32', 'example' => '1'], 'requestMemory' => ['description' => '已经分配的内存总数', 'type' => 'integer', 'format' => 'int32', 'example' => '2'], 'requestGPU' => ['description' => '已经分配的gpu总数', 'type' => 'integer', 'format' => 'int32', 'example' => '8'], 'requestGPUInfos' => [ 'description' => '按照卡型单独统计的已经被分配的gpu资源', 'type' => 'array', 'items' => ['description' => '按照卡型单独统计的已经被分配的gpu资源', '$ref' => '#/components/schemas/GPUInfo'], ], ], ], ], ], 'staticInfo' => ['noSubstitutionReason' => '无替代API，历史原因导致该API被标记为弃用。'], 'eventInfo' => [ 'enable' => false, 'eventNames' => [], ], 'title' => '获取资源组已经被分配的资源', 'changeSet' => [ ['createdAt' => '2022-07-21T07:16:01.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroupRequest'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"requestCPU\\": 1,\\n \\"requestMemory\\": 2,\\n \\"requestGPU\\": 8,\\n \\"requestGPUInfos\\": [\\n {\\n \\"count\\": 1,\\n \\"type\\": \\"T4\\"\\n }\\n ]\\n}","type":"json"}]', ], 'GetResourceGroupTotal' => [ 'path' => '/api/v1/resources/data/total', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '145960', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'ResourceGroupID', 'in' => 'query', 'schema' => ['description' => 'Resource Group的ID。', 'type' => 'string', 'required' => false, 'example' => 'rgf0zhfqn1d4ity2'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'totalCPU' => ['description' => 'cpu总核数', 'type' => 'integer', 'format' => 'int32', 'example' => '100'], 'totalMemory' => ['description' => '总内存', 'type' => 'integer', 'format' => 'int32', 'example' => '300'], 'totalGPU' => ['description' => '总gpu核数', 'type' => 'integer', 'format' => 'int32', 'example' => '24'], 'totalGPUInfos' => [ 'description' => 'GPU按照卡型统计的资源。', 'type' => 'array', 'items' => ['description' => '按照GPU卡型分别统计的每种卡型的资源。', '$ref' => '#/components/schemas/GPUInfo'], ], ], ], ], ], 'title' => '获取资源组资源总数', 'summary' => '您可以通过GetResourceGroupTotal获取 Resource Group资源总数。', 'changeSet' => [ ['createdAt' => '2022-07-21T07:16:01.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroupTotal'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"totalCPU\\": 100,\\n \\"totalMemory\\": 300,\\n \\"totalGPU\\": 24,\\n \\"totalGPUInfos\\": [\\n {\\n \\"count\\": 1,\\n \\"type\\": \\"T4\\"\\n }\\n ]\\n}","type":"json"}]', ], 'GetSpotPriceHistory' => [ 'path' => '/api/v1/spots/{InstanceType}/pricehistory', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '213678', 'abilityTreeNodes' => ['FEATURElearnZO51AS'], ], 'parameters' => [ [ 'name' => 'InstanceType', 'in' => 'path', 'schema' => ['description' => '抢占式实例的实例规格。支持ECS规格和灵骏规格', 'type' => 'string', 'required' => false, 'example' => 'ml.gu7xf.8xlarge-gu108'], ], [ 'name' => 'SpotDuration', 'in' => 'query', 'schema' => ['description' => '抢占式实例的保留时长，单位为小时。 注意目前仅ECS规格支持设置抢占式实例保留时长，默认值：0。取值范围：'."\n" .'- 1：创建后阿里云会保证实例运行1小时不会被自动释放；超过1小时后，系统会自动比较出价与市场价格、检查资源库存，来决定实例的持有和回收。'."\n" .'- 0：创建后，阿里云不保证实例运行1小时，系统会自动比较出价与市场价格、检查资源库存，来决定实例的持有和回收。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '0'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['description' => '查询抢占式实例历史价格的起始时间，最大值不得超过指定的结束时间7天。按照ISO 8601标准表示，并使用UTC +0时间，格式为yyyy-MM-ddTHH:mm:ssZ。默认值：空，空代表结束时间前3天。', 'type' => 'string', 'required' => false, 'example' => '2024-12-26T09:36:46Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['description' => '查询抢占式实例历史价格的结束时间。按照ISO 8601标准表示，并使用UTC +0时间，格式为yyyy-MM-ddTHH:mm:ssZ。默认值：空，空表示当前时间。', 'type' => 'string', 'required' => false, 'example' => '2024-12-30T09:36:46Z'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '分页参数：当前页码，默认值***1***。仅查询灵骏规格的历史价格时该参数生效', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '每页大小。默认值：**10**。仅查询灵骏规格的历史价格时该参数生效', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '10'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => [ 'description' => '用于排序的字段名，默认值： GmtCreatedTime，可选字段：'."\n" ."\n" .'- GmtCreatedTime'."\n" ."\n" .'仅查询灵骏规格的历史价格时该参数生效', 'type' => 'string', 'required' => false, 'enumValueTitles' => ['GmtCreatedTime' => 'GmtCreatedTime'], 'example' => 'GmtCreatedTime', ], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => [ 'description' => '排序顺序。默认值：asc，取值如下：'."\n" .'- desc：降序。'."\n" .'- asc：升序。'."\n" ."\n" .'仅查询灵骏规格的历史价格时该参数生效', 'type' => 'string', 'required' => false, 'enumValueTitles' => ['asc' => 'asc', 'desc' => 'desc'], 'example' => 'asc', ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => '抢占式实例历史价格详情', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '8BDA4440-DD3C-5F4B-BBDD-94A9CE1E75C7'], 'SpotPriceHistory' => [ 'description' => '抢占式实例历史价格详情列表', 'type' => 'array', 'items' => ['description' => '抢占式实例历史价格详情', '$ref' => '#/components/schemas/SpotPriceItem'], ], 'TotalCount' => ['description' => '抢占式实例历史价格总数', 'type' => 'integer', 'format' => 'int32', 'example' => '194'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取抢占式实例历史价格', 'summary' => '获取抢占式实例历史价格', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"8BDA4440-DD3C-5F4B-BBDD-94A9CE1E75C7\\",\\n \\"SpotPriceHistory\\": [\\n {\\n \\"ZoneId\\": \\"cn-wulanchabu-a\\",\\n \\"InstanceType\\": \\"ml.gu8xf.8xlarge-gu108\\",\\n \\"SpotDiscount\\": 0.1,\\n \\"Timestamp\\": \\"2024-01-17T06:00:00Z\\"\\n }\\n ],\\n \\"TotalCount\\": 194\\n}","type":"json"}]', ], 'GetToken' => [ 'path' => '/api/v1/tokens', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '189411', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'query', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'traincclrt205dcs'], ], [ 'name' => 'ExpireTime', 'in' => 'query', 'schema' => ['description' => '分享链接过期时间（默认为604800秒），最小值为0。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '60'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'F2D0392B-D749-5C48-A98A-3FAE5C9444A6'], 'Token' => ['description' => '任务分享令牌，可作为API GetJob的参数Token，查看分享的任务的信息。', 'type' => 'string', 'example' => 'ql4OU830nJaF17LP6KTry4a9DvnjIXHP'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取训练任务分享令牌', 'summary' => '获取训练任务分享令牌。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F2D0392B-D749-5C48-A98A-3FAE5C9444A6\\",\\n \\"Token\\": \\"ql4OU830nJaF17LP6KTry4a9DvnjIXHP\\"\\n}","type":"json"}]', ], 'GetTrainingJob' => [ 'summary' => '获取训练任务的详情。', 'path' => '/api/v1/trainingjobs/{TrainingJobId}', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'get', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '132929', 'abilityTreeNodes' => ['FEATURElearnVYA4L9'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train129f212o89d'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'type' => 'object', 'properties' => [ 'OutputChannels' => [ 'description' => '训练输出数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输出数据配置。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '输出数据名称。', 'type' => 'string', 'example' => 'model'], 'OutputUri' => ['description' => '输出数据链接地址。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/output/model/'], 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'example' => 'd-8o0hh35po15ejcdq2p'], 'VersionName' => ['description' => '数据集版本。', 'type' => 'string', 'example' => 'v1'], ], ], ], 'Status' => ['description' => '任务状态。', 'type' => 'string', 'example' => 'Running'], 'HyperParameters' => [ 'description' => '训练超参数配置。', 'type' => 'array', 'items' => [ 'description' => '训练超参数配置。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '参数名。', 'type' => 'string', 'example' => 'learning_rate'], 'Value' => ['description' => '参数值。', 'type' => 'string', 'example' => '0.0001'], ], ], ], 'TrainingJobName' => ['description' => '训练任务名称。', 'type' => 'string', 'example' => 'qwen_llm'], 'TrainingJobId' => ['description' => '训练任务ID。', 'type' => 'string', 'example' => 'traini6hhxiq69eo'], 'Scheduler' => [ 'description' => '训练任务调度配置。', 'type' => 'object', 'properties' => [ 'MaxRunningTimeInSeconds' => ['description' => '最大训练运行时长，单位为秒。数值为0时不限制最大运行时常。', 'type' => 'string', 'example' => '0'], 'MaxRunningTimeInMinutes' => ['description' => '最大运行时长（分钟）。', 'type' => 'string', 'example' => '100'], ], ], 'ReasonMessage' => ['description' => '训练任务错误原因。', 'type' => 'string', 'example' => 'None'], 'WorkspaceId' => ['description' => '工作空间ID。', 'type' => 'string', 'example' => '86995'], 'ComputeResource' => [ 'description' => '计算资源配置。', 'type' => 'object', 'properties' => [ 'EcsCount' => ['description' => 'Ecs实例数。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'EcsSpec' => ['description' => 'Ecs型号。', 'type' => 'string', 'example' => 'ecs.gn5-c8g1.2xlarge'], 'ResourceId' => ['description' => '资源配额（Quota）ID。', 'type' => 'string', 'example' => 'quotam670lixikcl'], 'ResourceName' => ['description' => '资源配额名称。', 'type' => 'string', 'example' => 'quota'], 'InstanceCount' => ['description' => '资源配额使用实例数。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'InstanceSpec' => [ 'description' => '资源配额实例配置。', 'type' => 'object', 'properties' => [ 'CPU' => ['description' => '实例CPU核数。', 'type' => 'string', 'example' => '8'], 'Memory' => ['description' => '实例内存大小，单位为GiB。', 'type' => 'string', 'example' => '32'], 'SharedMemory' => ['description' => '实例共享内存大小，单位为GiB。', 'type' => 'string', 'example' => '32'], 'GPU' => ['description' => '实例GPU显卡数量。', 'type' => 'string', 'example' => '1'], 'GPUType' => ['description' => '实例GPU显卡型号。', 'type' => 'string', 'example' => 'V100'], ], ], 'UseSpotInstance' => ['description' => '是否使用抢占式实例。', 'type' => 'boolean', 'example' => 'true'], 'SpotSpec' => [ 'description' => '抢占式实例配置。', 'type' => 'object', 'properties' => [ 'SpotStrategy' => ['description' => 'SpotStrategy: 实例的抢占策略，取值范围：'."\n" .'- SpotWithPriceLimit：设置上限价格的抢占式实例。'."\n" .'- SpotAsPriceGo：系统自动出价，跟随当前市场实际价格。', 'type' => 'string', 'example' => 'SpotWithPriceLimit'], 'SpotDiscountLimit' => ['description' => '设置实例的每小时最高价格折扣，参数SpotStrategy取值为SpotWithPriceLimit时生效。', 'type' => 'number', 'format' => 'float', 'example' => '0.9'], ], ], ], ], 'Labels' => [ 'description' => '训练任务标签列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务标签。', 'type' => 'object', 'properties' => [ 'Key' => ['description' => '标签名。', 'type' => 'string', 'example' => 'CreatedBy'], 'Value' => ['description' => '标签值。', 'type' => 'string', 'example' => 'QuickStart'], ], ], ], 'AlgorithmProvider' => ['description' => '算法提供方。', 'type' => 'string', 'example' => 'pai'], 'InputChannels' => [ 'description' => '训练输入数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输入数据配置。', 'type' => 'object', 'properties' => [ 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'example' => 'd-475megosidivjfgfq6'], 'Name' => ['description' => '输入数据名称。', 'type' => 'string', 'example' => 'model'], 'InputUri' => ['description' => '输入数据链接。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/input/model/'], 'Options' => ['description' => '输入数据的文件系统参数。', 'type' => 'string', 'example' => 'ossAppendable=true'], 'VersionName' => ['description' => '数据集版本。', 'type' => 'string', 'example' => 'v1'], ], ], ], 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_training'], 'ReasonCode' => ['description' => '训练任务状态码。', 'type' => 'string', 'example' => 'TrainingJobSucceed'], 'GmtModifiedTime' => ['description' => '训练任务状态更新时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'StatusTransitions' => [ 'description' => '训练任务状态变更列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务状态变更。', 'type' => 'object', 'properties' => [ 'EndTime' => ['description' => '状态结束时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'ReasonCode' => ['description' => '状态码。', 'type' => 'string', 'example' => 'TrainingJobSucceed'], 'ReasonMessage' => ['description' => '状态更新信息。', 'type' => 'string', 'example' => 'KubeDL job runs successfully'], 'StartTime' => ['description' => '状态开始时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'Status' => ['description' => '训练任务状态。', 'type' => 'string', 'example' => 'Creating'], ], ], ], 'TrainingJobDescription' => ['description' => '训练任务描述。', 'type' => 'string', 'example' => 'Qwen2 large language model training.'], 'UserId' => ['description' => '用户ID。', 'type' => 'string', 'example' => '123456789'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.0.1'], 'LatestMetrics' => [ 'description' => '训练任务指标列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务监控指标。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '指标名。', 'type' => 'string', 'example' => 'loss'], 'Timestamp' => ['description' => '指标收集时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'Value' => ['description' => '指标值。', 'type' => 'number', 'format' => 'double', 'example' => '0.11'], ], ], ], 'GmtCreateTime' => ['description' => '训练任务创建时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'Instances' => [ 'description' => '训练任务实例列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务实例。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '实例名。', 'type' => 'string', 'example' => 'train1oug3yehan4-master-0'], 'Role' => ['description' => '实例角色。', 'type' => 'string', 'example' => 'master'], 'Status' => ['description' => '实例状态。', 'type' => 'string', 'example' => 'Succeeded'], ], ], ], 'AlgorithmId' => ['description' => '训练算法ID。', 'type' => 'string', 'example' => 'algo-xsldfvu1334'], 'TrainingJobUrl' => ['description' => '训练任务详情地址。', 'type' => 'string', 'example' => 'https://pai.console.aliyun.com/?regionId=cn-hangzhou&workspaceId=1234#/training/jobs/train1ouyadsl8n4'], 'RoleArn' => ['description' => '代理授权使用的角色信息。', 'type' => 'string', 'example' => 'acs:ram::{accountID}:role/{roleName}'], 'AlgorithmSpec' => ['title' => '临时算法定义。', 'description' => '临时算法定义。', '$ref' => '#/components/schemas/AlgorithmSpec'], 'IsTempAlgo' => ['title' => '是否使用了临时算法。', 'description' => '是否使用了临时算法。', 'type' => 'boolean', 'example' => 'true'], 'LatestProgress' => [ 'description' => '训练任务进度的最新值。', 'type' => 'object', 'properties' => [ 'OverallProgress' => [ 'description' => '训练任务执行的总体进度。', 'type' => 'object', 'properties' => [ 'Timestamp' => ['description' => '进度时间。', 'type' => 'string', 'example' => '2023-07-04T13:20:18Z'], 'Value' => ['description' => '进度值。', 'type' => 'number', 'format' => 'float', 'example' => '0.75'], ], ], 'RemainingTime' => [ 'description' => '训练任务执行的预估剩余时间（单位秒）。', 'type' => 'object', 'properties' => [ 'Timestamp' => ['description' => '进度时间。', 'type' => 'string', 'example' => '2023-07-04T13:20:18Z'], 'Value' => ['description' => '剩余时间（单位秒）。', 'type' => 'integer', 'format' => 'int64', 'example' => '3600'], ], ], ], ], 'UserVpc' => [ 'description' => '用户VPC配置。', 'type' => 'object', 'properties' => [ 'VpcId' => ['description' => 'VPC ID。', 'type' => 'string', 'example' => 'vpc-abcdef****'], 'SwitchId' => ['description' => '交换机ID。', 'type' => 'string', 'example' => 'vs-abcdef****'], 'SecurityGroupId' => ['description' => '安全组ID。', 'type' => 'string', 'example' => 'sg-abcdef****'], 'ExtendedCIDRs' => [ 'description' => '扩展网段配置。', 'type' => 'array', 'items' => ['description' => '扩展网段配置。', 'type' => 'string', 'example' => '192.168.0.1/24'], ], ], ], 'OutputModel' => [ 'description' => '训练任务产出的模型。', 'type' => 'object', 'properties' => [ 'Uri' => ['description' => '模型地址。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/model/output/'], 'OutputChannelName' => ['description' => '模型对应的OutputChannel名。', 'type' => 'string', 'example' => 'model'], ], ], 'Settings' => ['description' => '训练任务额外参数配置。', '$ref' => '#/components/schemas/JobSettings'], 'ExperimentConfig' => [ 'description' => '训练任务关联实验配置。', 'type' => 'object', 'properties' => [ 'ExperimentId' => ['description' => '训练任务关联实验ID。', 'type' => 'string', 'example' => 'exp-ds9aefia90v'], 'ExperimentName' => ['description' => '训练任务关联实验名。', 'type' => 'string', 'example' => 'large_language_model_train'], ], ], 'Duration' => ['description' => '训练任务运行时长。单位：秒。', 'type' => 'integer', 'format' => 'int64', 'example' => '7200'], 'Environments' => [ 'description' => '训练任务环境变量。', 'type' => 'object', 'additionalProperties' => ['type' => 'string', 'description' => '训练任务环境变量。', 'example' => 'debug=true'], ], 'PythonRequirements' => [ 'description' => '训练任务Python包配置。', 'type' => 'array', 'items' => ['description' => '训练任务Python包配置。', 'type' => 'string', 'example' => 'torch>=2.2.0'], ], 'Priority' => ['description' => '任务优先级。', 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s：秒。'."\n" ."\n" .'当值不带单位时，默认使用单位：s（秒）。', 'type' => 'string', 'required' => false, 'example' => '1h'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'ResourceGroupId' => ['description' => '资源组ID', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], 'UserMetrics' => [ 'description' => '按照用户维度统计的指标', 'type' => 'array', 'items' => ['description' => '按照用户维度统计的指标', '$ref' => '#/components/schemas/UserViewMetric'], ], 'Summary' => ['description' => '用户监控数据。', '$ref' => '#/components/schemas/UserViewMetric'], 'Total' => ['description' => '总条数', 'type' => 'integer', 'format' => 'int32', 'example' => '2'], ], ], ], ], 'staticInfo' => [ 'substitutions' => ['PaiStudio::2022-01-12::GetQuotaUserViewMetrics'], ], 'eventInfo' => [ 'enable' => false, 'eventNames' => [], ], 'title' => '获取用户维度的指标', 'summary' => '您可以通过GetUserViewMetrics获取用户维度的指标数据。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetUserViewMetrics'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"ResourceGroupId\\": \\"rgf0zhfqn1d4ity2\\",\\n \\"UserMetrics\\": [\\n {\\n \\"ResourceGroupId\\": \\"rg17tmvwiokh****\\",\\n \\"TotalCPU\\": 1000,\\n \\"CPUUsageRate\\": \\"59\\",\\n \\"GPUUsageRate\\": \\"10\\",\\n \\"TotalMemory\\": 10240,\\n \\"TotalGPU\\": 1,\\n \\"MemoryUsageRate\\": \\"20\\",\\n \\"RequestCPU\\": 100,\\n \\"RequestGPU\\": 10,\\n \\"RequestMemory\\": 102400000,\\n \\"NetworkInputRate\\": \\"1\\",\\n \\"NetworkOutputRate\\": \\"1\\",\\n \\"DiskReadRate\\": \\"22\\",\\n \\"DiskWriteRate\\": \\"22\\",\\n \\"JobType\\": \\"PyTorch\\",\\n \\"UserId\\": \\"16111111****\\",\\n \\"CPUNodeNumber\\": 2,\\n \\"GPUNodeNumber\\": 1,\\n \\"CpuJobNames\\": [\\n \\"dlcxxxxx\\"\\n ],\\n \\"GpuJobNames\\": [\\n \\"dlcyyyyy\\"\\n ],\\n \\"NodeNames\\": [\\n \\"lrnxxxxxx\\"\\n ],\\n \\"CpuNodeNames\\": [\\n \\"ecixxxxxx\\"\\n ],\\n \\"GpuNodeNames\\": [\\n \\"lrnxxxxxxx\\"\\n ]\\n }\\n ],\\n \\"Summary\\": {\\n \\"ResourceGroupId\\": \\"rg17tmvwiokh****\\",\\n \\"TotalCPU\\": 1000,\\n \\"CPUUsageRate\\": \\"59\\",\\n \\"GPUUsageRate\\": \\"10\\",\\n \\"TotalMemory\\": 10240,\\n \\"TotalGPU\\": 1,\\n \\"MemoryUsageRate\\": \\"20\\",\\n \\"RequestCPU\\": 100,\\n \\"RequestGPU\\": 10,\\n \\"RequestMemory\\": 102400000,\\n \\"NetworkInputRate\\": \\"1\\",\\n \\"NetworkOutputRate\\": \\"1\\",\\n \\"DiskReadRate\\": \\"22\\",\\n \\"DiskWriteRate\\": \\"22\\",\\n \\"JobType\\": \\"PyTorch\\",\\n \\"UserId\\": \\"16111111****\\",\\n \\"CPUNodeNumber\\": 2,\\n \\"GPUNodeNumber\\": 1,\\n \\"CpuJobNames\\": [\\n \\"dlcxxxxx\\"\\n ],\\n \\"GpuJobNames\\": [\\n \\"dlcyyyyy\\"\\n ],\\n \\"NodeNames\\": [\\n \\"lrnxxxxxx\\"\\n ],\\n \\"CpuNodeNames\\": [\\n \\"ecixxxxxx\\"\\n ],\\n \\"GpuNodeNames\\": [\\n \\"lrnxxxxxxx\\"\\n ]\\n },\\n \\"Total\\": 2\\n}","type":"json"}]', ], 'ListAlgorithmVersions' => [ 'summary' => '获取算法版本详情列表。', 'path' => '/api/v1/algorithms/{AlgorithmId}/versions', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页的大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '10'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '当前页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '1'], ], [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-sidjc8134hv'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'description' => '请求返回。', 'type' => 'object', 'properties' => [ 'AlgorithmVersions' => [ 'description' => '算法版本详情列表。', 'type' => 'array', 'items' => [ 'description' => '算法版本详情。', 'type' => 'object', 'properties' => [ 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-sidjc8134hv'], 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_train'], 'AlgorithmProvider' => ['description' => '算法提供者。', 'type' => 'string', 'example' => 'pai'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.1.0'], 'GmtCreateTime' => ['description' => '算法创建时间。', 'type' => 'string', 'example' => '2024-01-19T02:00:26Z'], 'GmtModifiedTime' => ['description' => '算法更新时间。', 'type' => 'string', 'example' => '2024-01-22T02:00:59Z'], 'TenantId' => ['description' => '算法归属租户ID。', 'type' => 'string', 'example' => '123456789'], 'UserId' => ['description' => '算法归属用户ID。', 'type' => 'string', 'example' => '123456789'], ], ], ], 'TotalCount' => ['description' => '算法版本总数。', 'type' => 'integer', 'format' => 'int64', 'example' => '23'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '获取算法版本详情列表', 'changeSet' => [ ['createdAt' => '2022-04-27T10:49:51.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListAlgorithmVersions'], ], ], 'ramActions' => [ [ 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListAlgorithmVersions', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"AlgorithmVersions\\": [\\n {\\n \\"AlgorithmId\\": \\"algo-sidjc8134hv\\",\\n \\"AlgorithmName\\": \\"llm_train\\",\\n \\"AlgorithmProvider\\": \\"pai\\",\\n \\"AlgorithmVersion\\": \\"v0.1.0\\",\\n \\"GmtCreateTime\\": \\"2024-01-19T02:00:26Z\\",\\n \\"GmtModifiedTime\\": \\"2024-01-22T02:00:59Z\\",\\n \\"TenantId\\": \\"123456789\\",\\n \\"UserId\\": \\"123456789\\"\\n }\\n ],\\n \\"TotalCount\\": 23,\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'ListAlgorithms' => [ 'path' => '/api/v1/algorithms', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '10'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '1'], ], [ 'name' => 'AlgorithmName', 'in' => 'query', 'schema' => ['description' => '算法名。', 'type' => 'string', 'required' => false, 'example' => 'llm_training'], ], [ 'name' => 'AlgorithmId', 'in' => 'query', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-xsldfvu1334'], ], [ 'name' => 'AlgorithmProvider', 'in' => 'query', 'schema' => ['description' => '算法提供方。', 'type' => 'string', 'required' => false, 'example' => 'pai'], ], [ 'name' => 'WorkspaceId', 'in' => 'query', 'schema' => ['description' => '工作空间ID。', 'type' => 'string', 'required' => false, 'example' => '12345'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'description' => '请求返回。', 'type' => 'object', 'properties' => [ 'Algorithms' => [ 'description' => '算法列表。', 'type' => 'array', 'items' => [ 'description' => '算法详情。', 'type' => 'object', 'properties' => [ 'AlgorithmDescription' => ['description' => '算法描述。', 'type' => 'string', 'example' => 'Large language model training.'], 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-sidjc8134hv'], 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_train'], 'AlgorithmProvider' => ['description' => '算法提供方。', 'type' => 'string', 'example' => 'pai'], 'GmtCreateTime' => ['description' => '算法创建时间。', 'type' => 'string', 'example' => '2023-07-21T03:35:24Z'], 'GmtModifiedTime' => ['description' => '算法更新时间。', 'type' => 'string', 'example' => '2023-07-25T02:15:40Z'], 'UserId' => ['description' => '算法归属用户ID。', 'type' => 'string', 'example' => '123456789'], 'WorkspaceId' => ['description' => '工作空间ID。', 'type' => 'string', 'example' => '12345'], 'DisplayName' => ['description' => '算法展示名。', 'type' => 'string', 'example' => 'LLM Train'], ], ], ], 'TotalCount' => ['description' => '算法总数。', 'type' => 'integer', 'format' => 'int64', 'example' => '4'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '获取算法详情列表', 'summary' => '获取算法详情列表。', 'changeSet' => [ ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-09-09T09:37:28.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-04-27T10:49:51.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListAlgorithms'], ], ], 'ramActions' => [ [ 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListAlgorithms', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"Algorithms\\": [\\n {\\n \\"AlgorithmDescription\\": \\"Large language model training.\\",\\n \\"AlgorithmId\\": \\"algo-sidjc8134hv\\",\\n \\"AlgorithmName\\": \\"llm_train\\",\\n \\"AlgorithmProvider\\": \\"pai\\",\\n \\"GmtCreateTime\\": \\"2023-07-21T03:35:24Z\\",\\n \\"GmtModifiedTime\\": \\"2023-07-25T02:15:40Z\\",\\n \\"UserId\\": \\"123456789\\",\\n \\"WorkspaceId\\": \\"12345\\",\\n \\"DisplayName\\": \\"LLM Train\\"\\n }\\n ],\\n \\"TotalCount\\": 4,\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'ListNodeTypes' => [ 'path' => '/api/v1/nodetypes', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '191233', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7', 'FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'ResourceGroupIds', 'in' => 'query', 'schema' => ['description' => '指定资源组ID列表，按逗号分隔，和`QuotaIds`参数二选一必填。约束：需校验传入的`ResourceGroupId`的`UserId`和请求的`UserId`一致；传入的`ResourceGroup`列表类型需一致；传入的`ResourceGroup`列表现阶段记录的VPC需一致。'."\n", 'type' => 'string', 'required' => false, 'example' => 'rg123,rg456'], ], [ 'name' => 'QuotaId', 'in' => 'query', 'schema' => ['description' => '指定资源配额ID，和`ResourceGroupIds` 二选一必填。'."\n", 'type' => 'string', 'required' => false, 'example' => 'quota123'], ], [ 'name' => 'NodeTypes', 'in' => 'query', 'schema' => ['description' => '资源节点规格列表，按逗号分隔，不设置会返回所有资源节点规格的机器列表。'."\n", 'type' => 'string', 'required' => false, 'example' => 'ecs.c6.large,ecs.gn7i-c32g1.8xlarge'], ], [ 'name' => 'AcceleratorType', 'in' => 'query', 'schema' => ['description' => '按加速器类型（CPU/GPU）。'."\n", 'type' => 'string', 'required' => false, 'example' => 'GPU'], ], [ 'name' => 'GPUType', 'in' => 'query', 'schema' => ['description' => '按卡类型，支持模糊匹配。'."\n", 'type' => 'string', 'required' => false, 'example' => 'A10'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID'."\n", 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'NodeTypes' => [ 'description' => '资源节点规格集合'."\n", 'type' => 'array', 'items' => ['description' => '资源节点规格信息', '$ref' => '#/components/schemas/NodeType'], ], 'Statistics' => [ 'description' => '指定过滤条件下该规格对应的节点统计信息'."\n", 'type' => 'array', 'items' => ['description' => '规格节点统计信息', '$ref' => '#/components/schemas/NodeTypeStatistic'], ], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取节点规格列表', 'summary' => '获取节点规格列表', 'description' => '## 请求说明'."\n" .'- 该API用于获取符合特定过滤条件的资源节点规格列表。'."\n" .'- `ResourceGroupIds` 和 `QuotaId` 参数二选一必填，且需确保传入的资源组ID或配额ID与请求用户一致。'."\n" .'- 支持通过多种参数进行过滤，如加速器类型、GPU类型等，以满足不同场景下的需求。'."\n" .'- 返回结果包括资源节点规格详情及其统计信息，帮助用户更好地了解当前可用资源情况。'."\n", 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"NodeTypes\\": [\\n {\\n \\"NodeType\\": \\"ecs.g6.4xlarge\\",\\n \\"AcceleratorType\\": \\"CPU\\",\\n \\"CPU\\": \\"16\\",\\n \\"Memory\\": \\"64Gi\\",\\n \\"GPU\\": \\"0\\",\\n \\"GPUType\\": \\"\\",\\n \\"GPUMemory\\": \\"80G\\",\\n \\"AllocatableCPU\\": \\"\\",\\n \\"AllocatableMemory\\": \\"\\",\\n \\"SystemReservedCPU\\": \\"\\",\\n \\"SystemReservedMemory\\": \\"\\"\\n }\\n ],\\n \\"Statistics\\": [\\n {\\n \\"NodeType\\": \\"ecs.g6.4xlarge\\",\\n \\"TotalCount\\": 10,\\n \\"CanBeBoundCount\\": 4\\n }\\n ]\\n}","type":"json"}]', ], 'ListNodes' => [ 'path' => '/api/v1/nodes', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '191226', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7', 'FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'ResourceGroupIds', 'in' => 'query', 'schema' => ['description' => '指定资源组ID列表，按逗号分隔，和QuotaId参数二选一必填'."\n" .'约束：'."\n" .'1. 需校验传入的ResourceGroupId的UserId和请求的UserId一致'."\n" .'2. 传入的ResourceGroup列表类型需一致'."\n" .'3. 传入的ResourceGroup列表现阶段记录的VPC需一致', 'type' => 'string', 'required' => false, 'example' => 'rg69rj0leslwdnbe'], ], [ 'name' => 'QuotaId', 'in' => 'query', 'schema' => ['description' => '节点所属资源配额ID。', 'type' => 'string', 'required' => false, 'example' => 'quotamtl37ge7gkvdz'], ], [ 'name' => 'NodeTypes', 'in' => 'query', 'schema' => ['description' => '资源节点规格列表，按逗号分隔，不设置会返回所有资源节点规格的机器列表。', 'type' => 'string', 'required' => false, 'example' => 'ecs.c6.xlarge'], ], [ 'name' => 'AcceleratorType', 'in' => 'query', 'schema' => ['description' => '加速器类型，枚举：'."\n" ."\n" .'- CPU'."\n" .'- GPU'."\n" ."\n" .'默认为空，代表所有类型。', 'type' => 'string', 'required' => false, 'example' => 'CPU'], ], [ 'name' => 'GPUType', 'in' => 'query', 'schema' => ['description' => '按卡类型，支持模糊匹配。', 'type' => 'string', 'required' => false, 'example' => 'T4'], ], [ 'name' => 'NodeStatuses', 'in' => 'query', 'schema' => ['description' => '节点所处状态。按逗号分隔，不设置会返回所有状态的节点列表。', 'type' => 'string', 'required' => false, 'example' => 'Ready'], ], [ 'name' => 'OrderStatuses', 'in' => 'query', 'schema' => ['description' => '节点所在订单状态。', 'type' => 'string', 'required' => false, 'example' => 'Ready'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '分页页码，从1开始。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '2'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页查询每页数据集数量。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '10'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['description' => '排序依据。', 'type' => 'string', 'required' => false, 'example' => 'GmtCreateTime'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['description' => '排列顺序，取值：'."\n" .'- desc：降序。'."\n" .'- asc：升序。', 'type' => 'string', 'required' => false, 'example' => 'desc'], ], [ 'name' => 'Verbose', 'in' => 'query', 'schema' => ['description' => '是否返回资源使用信息。只在QuotaId设置时生效。', 'type' => 'boolean', 'required' => false, 'example' => 'false', 'default' => 'false'], ], [ 'name' => 'NodeNames', 'in' => 'query', 'schema' => ['description' => '只显示指定节点，按逗号分隔。', 'type' => 'string', 'required' => false, 'example' => 'lingjxxxx'], ], [ 'name' => 'HyperNode', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'CliqueID', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'FilterByQuotaId', 'in' => 'query', 'schema' => ['description' => '与ResourceGroupIds同时使用，展示资源组里面Quota绑定某些Quota的node。', 'type' => 'string', 'required' => false, 'example' => 'quotamtl37ge7gkvdz'], ], [ 'name' => 'FilterByResourceGroupIds', 'in' => 'query', 'schema' => ['description' => '与QuotaId同时使用，展示Quota中属于某些资源组的node。', 'type' => 'string', 'required' => false, 'example' => 'rg69rj0leslwdnbe'], ], [ 'name' => 'MachineGroupIds', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'ReasonCodes', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'HyperZone', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'AvailabilityZone', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'PaymentType', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'OrderInstanceIds', 'in' => 'query', 'schema' => ['title' => '订单Id信息', 'description' => '订单Id信息', 'type' => 'string', 'required' => false, 'example' => '260590501560397'], ], [ 'name' => 'WorkspaceId', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'HealthRate', 'in' => 'query', 'style' => 'json', 'schema' => [ 'type' => 'object', 'properties' => [ 'operation' => ['type' => 'string'], 'value' => ['type' => 'integer', 'format' => 'int32'], ], ], ], [ 'name' => 'HealthCount', 'in' => 'query', 'style' => 'json', 'schema' => [ 'type' => 'object', 'properties' => [ 'operation' => ['type' => 'string'], 'value' => ['type' => 'integer', 'format' => 'int32'], ], ], ], [ 'name' => 'LayoutMode', 'in' => 'query', 'schema' => ['type' => 'string'], ], [ 'name' => 'ResourceGroupName', 'in' => 'query', 'schema' => ['type' => 'string'], ], [ 'name' => 'DiskPL', 'in' => 'query', 'schema' => ['type' => 'string'], ], [ 'name' => 'WorkloadNum', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32'], ], [ 'name' => 'PodNum', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求Id', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'Nodes' => [ 'description' => '节点列表。', 'type' => 'array', 'items' => ['description' => '节点信息。', '$ref' => '#/components/schemas/Node'], ], 'TotalCount' => ['description' => '符合过滤条件的节点数量。', 'type' => 'integer', 'format' => 'int32', 'example' => '23'], ], ], ], ], 'title' => '获取节点列表', 'summary' => '获取资源节点列表。', 'description' => '您可以通过ListNodes 获取指定过滤条件的资源节点', 'changeSet' => [ ['createdAt' => '2025-11-04T03:55:18.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-10-13T08:27:11.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-09-19T03:30:04.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-08-06T06:21:54.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-06-18T03:04:12.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-04-16T09:52:52.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-03-13T10:38:20.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"Nodes\\": [\\n {\\n \\"CreatorId\\": \\"281044699048527748\\",\\n \\"NodeName\\": \\"lingjxxxx\\",\\n \\"NodeType\\": \\"ecs.c8i.xlarge\\",\\n \\"AcceleratorType\\": \\"CPU\\",\\n \\"CPU\\": \\"4\\",\\n \\"Memory\\": \\"8\\",\\n \\"GPU\\": \\"0\\",\\n \\"GPUType\\": \\"\\\\\\"\\\\\\"\\",\\n \\"GPUMemory\\": \\"\\",\\n \\"NodeStatus\\": \\"Ready\\",\\n \\"ReasonCode\\": \\"\\\\\\"\\\\\\"\\",\\n \\"ReasonMessage\\": \\"\\\\\\"\\\\\\"\\",\\n \\"OrderStatus\\": \\"Ready\\",\\n \\"ResourceGroupId\\": \\"rgf0zhfqn1d4ity2\\",\\n \\"ResourceGroupName\\": \\"test\\",\\n \\"MachineGroupId\\": \\"mg1234456\\",\\n \\"GmtCreateTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"GmtCreatedTime\\": \\"\\",\\n \\"GmtModifiedTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"GmtExpiredTime\\": \\"2025-06-22T00:00:00Z\\\\n\\",\\n \\"IsBound\\": false,\\n \\"BoundQuotas\\": [\\n {\\n \\"QuotaId\\": \\"quota12345\\",\\n \\"QuotaName\\": \\"dlc-quota\\"\\n }\\n ],\\n \\"RequestCPU\\": \\"4\\",\\n \\"RequestMemory\\": \\"8\\",\\n \\"RequestGPU\\": \\"0\\",\\n \\"LimitCPU\\": \\"4\\",\\n \\"LimitMemory\\": \\"8\\",\\n \\"LimitGPU\\": \\"0\\",\\n \\"PodNum\\": 2,\\n \\"WorkloadNum\\": 2,\\n \\"Users\\": [\\n {\\n \\"UserId\\": \\"161222222222\\",\\n \\"UserName\\": \\"test\\"\\n }\\n ],\\n \\"HyperZone\\": \\"\\",\\n \\"AvailabilityZone\\": \\"\\",\\n \\"AllocatableCPU\\": \\"\\",\\n \\"AllocatableMemory\\": \\"\\",\\n \\"SystemReservedCPU\\": \\"\\",\\n \\"SystemReservedMemory\\": \\"\\",\\n \\"AncestorQuotaWorkloadNum\\": 0,\\n \\"SelfQuotaWorkloadNum\\": 0,\\n \\"DescendantQuotaWorkloadNum\\": 0,\\n \\"DiskPL\\": \\"\\",\\n \\"DiskCapacity\\": 0,\\n \\"SubNodes\\": [\\n \\"\\"\\n ]\\n }\\n ],\\n \\"TotalCount\\": 23\\n}","type":"json"}]', ], 'ListQuotaActiveUserUsages' => [ 'path' => '/api/v1/quotas/{QuotaId}/activeuserusages', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '222847', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['description' => '获取详细信息的Quota identifier。', 'type' => 'string', 'required' => true, 'example' => 'quotamtl37ge7gkvdz'], ], [ 'name' => 'SelfOnly', 'in' => 'query', 'schema' => ['description' => '是否只看当前Quota中资源使用情况。', 'type' => 'boolean', 'required' => false, 'example' => 'false', 'default' => 'false'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '分页参数：当前页码，默认值1。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '999', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页每页数据集大小。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '10', 'default' => '10'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['description' => '返回结果的排序字段名，枚举值：'."\n" .'- QuotaId'."\n" .'- SubmittedCPU'."\n" .'- SubmittedMemory'."\n" .'- SubmittedGPU'."\n" .'- UsedCPU'."\n" .'- UsedMemory'."\n" .'- UsedGPU'."\n" .'- WorkloadCount', 'type' => 'string', 'required' => false, 'example' => 'GmtCreateTime'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => [ 'description' => '排列顺序，取值：'."\n" .'- desc：降序。'."\n" .'- asc：升序。', 'type' => 'string', 'required' => false, 'example' => 'desc', 'enum' => ['asc', 'desc'], ], ], [ 'name' => 'UserId', 'in' => 'query', 'schema' => ['description' => '查询当前用户Id的资源使用情况。', 'type' => 'string', 'required' => false, 'example' => '200xxxxxx'], ], [ 'name' => 'Username', 'in' => 'query', 'schema' => ['description' => '查询当前用户名的资源使用情况。', 'type' => 'string', 'required' => false, 'example' => 'test'], ], [ 'name' => 'WorkspaceId', 'in' => 'query', 'schema' => ['description' => '工作空间ID。', 'type' => 'string', 'required' => false, 'example' => '12345'], ], [ 'name' => 'WorkloadCount', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => 'Id of the request', 'type' => 'string', 'example' => 'E7C42CC7-2E85-508A-84F4-923B605FD10F'], 'QuotaUserUsages' => [ 'type' => 'array', 'items' => ['$ref' => '#/components/schemas/QuotaUser'], ], 'TotalCount' => ['description' => '符合过滤条件的实例数量。', 'type' => 'integer', 'format' => 'int32', 'example' => '1'], 'QuotaUserUsage' => [ 'description' => '用户资源使用详情列表。', 'type' => 'array', 'items' => ['description' => '用户资源使用详情。', '$ref' => '#/components/schemas/QuotaUser'], ], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取资源配额上用户维度资源使用详情', 'summary' => '获取当前资源配额用户列表和其所使用的资源', 'description' => '获取指定QuotaId的用户资源使用情况', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"E7C42CC7-2E85-508A-84F4-923B605FD10F\\",\\n \\"QuotaUserUsages\\": [\\n {\\n \\"Username\\": \\"\\",\\n \\"UserId\\": \\"\\",\\n \\"WorkloadCount\\": 0,\\n \\"Resources\\": {\\n \\"Used\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"Submitted\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n }\\n }\\n }\\n ],\\n \\"TotalCount\\": 1,\\n \\"QuotaUserUsage\\": [\\n {\\n \\"Username\\": \\"\\",\\n \\"UserId\\": \\"\\",\\n \\"WorkloadCount\\": 0,\\n \\"Resources\\": {\\n \\"Used\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n }\\n }\\n }\\n ]\\n}","type":"json"}]', ], 'ListQuotaWorkloads' => [ 'path' => '/api/v1/quotas/{QuotaId}/workloads', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '221848', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['title' => 'Quota ID', 'description' => 'Quota ID。', 'type' => 'string', 'required' => true, 'example' => 'quota1y9qarq****'], ], [ 'name' => 'WorkspaceIds', 'in' => 'query', 'schema' => ['title' => '查询指定的Workspace下的workload的排队信息', 'description' => '查询指定的Workspace下的workload的排队信息。', 'type' => 'string', 'required' => false, 'example' => '1866**'], ], [ 'name' => 'WorkloadType', 'in' => 'query', 'schema' => ['title' => '查询指定子产品的实例的排队信息', 'description' => '查询指定子产品的实例的排队信息。', 'type' => 'string', 'required' => false, 'example' => 'dlc'], ], [ 'name' => 'WorkloadIds', 'in' => 'query', 'schema' => ['title' => '查询指定workload id的排队信息', 'description' => '查询指定workload ID的排队信息。', 'type' => 'string', 'required' => false, 'example' => 'dlc123445**'], ], [ 'name' => 'BeforeWorkloadId', 'in' => 'query', 'schema' => ['title' => '查询队列中指定workload Id之前的实例的排队信息', 'description' => '查询队列中指定workload ID之前的实例的排队信息。', 'type' => 'string', 'required' => false, 'example' => 'dsw654433**'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['title' => '查询的页码', 'description' => '查询的页码。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'minimum' => '1', 'example' => '1', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['title' => '分页查询每页的大小', 'description' => '分页查询每页的大小。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'maximum' => '100', 'minimum' => '1', 'example' => '10', 'default' => '10'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['title' => '返回结果的排序字段', 'description' => '返回结果的排序字段。', 'type' => 'string', 'required' => false, 'example' => 'GmtCreatedTime'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => [ 'title' => '排队顺序', 'description' => '排队顺序。', 'type' => 'string', 'required' => false, 'example' => 'desc', 'enum' => ['asc', 'desc'], ], ], [ 'name' => 'Status', 'in' => 'query', 'schema' => ['description' => '在队列中状态。', 'type' => 'string', 'required' => false, 'example' => 'Enqueued', 'default' => 'Enqueued'], ], [ 'name' => 'ShowOwn', 'in' => 'query', 'schema' => ['description' => '是否只看本资源配额对应Workload。', 'type' => 'boolean', 'required' => false, 'example' => 'true', 'default' => 'true'], ], [ 'name' => 'SubQuotaIds', 'in' => 'query', 'schema' => ['description' => '子资源配额ID列表。', 'type' => 'string', 'required' => false, 'example' => 'quota123446**,quota644322**'], ], [ 'name' => 'UserIds', 'in' => 'query', 'schema' => ['description' => '用户ID列表。', 'type' => 'string', 'required' => false, 'example' => '290438938**,238290930**'], ], [ 'name' => 'NodeName', 'in' => 'query', 'schema' => ['description' => '只搜索该节点上的任务。', 'type' => 'string', 'required' => false, 'example' => 'lrn482781276**'], ], [ 'name' => 'WorkloadCreatedTimeRange', 'in' => 'query', 'schema' => ['description' => 'Workload创建时间范围搜索。', 'required' => false, '$ref' => '#/components/schemas/TimeRangeFilter'], ], [ 'name' => 'WorkloadStatuses', 'in' => 'query', 'schema' => ['description' => '按Workload状态过滤。', 'type' => 'string', 'required' => false, 'example' => 'Pending'], ], [ 'name' => 'GmtPositionModifiedTimeRange', 'in' => 'query', 'schema' => ['description' => 'Workload队列位置变化时间范围搜索。', 'required' => false, '$ref' => '#/components/schemas/TimeRangeFilter'], ], [ 'name' => 'GmtEnqueuedTimeRange', 'in' => 'query', 'schema' => ['description' => 'Workload进入队列时间范围搜索。', 'required' => false, '$ref' => '#/components/schemas/TimeRangeFilter'], ], [ 'name' => 'GmtDequeuedTimeRange', 'in' => 'query', 'schema' => ['description' => 'Workload出队时间范围搜索。', 'required' => false, '$ref' => '#/components/schemas/TimeRangeFilter'], ], [ 'name' => 'WithHistoricalData', 'in' => 'query', 'schema' => ['type' => 'boolean', 'required' => false, 'description' => ''], ], [ 'name' => 'WorkloadNames', 'in' => 'query', 'schema' => ['type' => 'string'], ], [ 'name' => 'Priority', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32'], ], [ 'name' => 'Position', 'in' => 'query', 'schema' => ['type' => 'integer', 'format' => 'int32'], ], [ 'name' => 'UseOversoldResource', 'in' => 'query', 'schema' => ['type' => 'boolean'], ], [ 'name' => 'InstanceId', 'in' => 'query', 'schema' => ['type' => 'string'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => '返回结果。', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => '42F23B58-3684-5443-848A-8DA81FF99712'], 'TotalCount' => ['title' => '符合过滤条件的实例数量', 'description' => '符合过滤条件的实例数量。', 'type' => 'integer', 'format' => 'int64', 'example' => '23'], 'Workloads' => [ 'description' => 'Workload信息列表。', 'type' => 'array', 'items' => ['description' => '一个Workload信息详情。', '$ref' => '#/components/schemas/QueueInfo'], ], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取资源配额上的任务列表', 'summary' => '您可以通过此API获取Quota上的任务信息列表。', 'changeSet' => [ ['createdAt' => '2025-02-19T12:19:32.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"42F23B58-3684-5443-848A-8DA81FF99712\\",\\n \\"TotalCount\\": 23,\\n \\"Workloads\\": [\\n {\\n \\"Status\\": \\"Enqueued\\",\\n \\"QuotaId\\": \\"“quotamtl37ge7gkvdz”\\",\\n \\"UserName\\": \\"\\",\\n \\"WorkloadId\\": \\"dlcxxxx\\",\\n \\"Position\\": 10,\\n \\"GmtEnqueuedTime\\": \\"“2023-06-22T00:00:00Z”\\",\\n \\"Priority\\": 2,\\n \\"GmtCreatedTime\\": \\"\\",\\n \\"WorkloadType\\": \\"dlc\\",\\n \\"WorkspaceId\\": \\"“432524”\\",\\n \\"Resource\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"Code\\": \\"roleMaximumResource\\",\\n \\"Reason\\": \\"Current GPU Limit is 5, limited by Role PAI.AlgoDeveloper\\",\\n \\"UseOversoldResource\\": true,\\n \\"Name\\": \\"test-label-79f5498dd-9qrzs\\",\\n \\"WorkloadStatus\\": \\"PreAllocation\\",\\n \\"WorkloadName\\": \\"\\",\\n \\"UserId\\": \\"\\",\\n \\"GmtPositionModifiedTime\\": \\"\\\\\\"2023-06-22T00:00:00Z\\\\\\"\\",\\n \\"CodeType\\": \\"ConfigRule\\",\\n \\"GmtDequeuedTime\\": \\"\\\\\\"2023-06-22T00:00:00Z\\\\\\"\\",\\n \\"WorkspaceName\\": \\"\\",\\n \\"QueueStrategy\\": \\"PaiStrategyIntelligent\\"\\n }\\n ]\\n}","type":"json"}]', ], 'ListQuotas' => [ 'path' => '/api/v1/quotas/', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '191173', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7', 'FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaName', 'in' => 'query', 'schema' => ['description' => '按照QuotaName过滤，支持模糊匹配。', 'type' => 'string', 'required' => false, 'example' => 'quotajradxh43rgb'], ], [ 'name' => 'ResourceType', 'in' => 'query', 'schema' => ['description' => 'Quota资源类型（Lingjun/ECS/ACS），默认值ECS。', 'type' => 'string', 'required' => false, 'example' => 'ECS'], ], [ 'name' => 'LayoutMode', 'in' => 'query', 'schema' => ['description' => '展示方式，可以为树形或列表', 'type' => 'string', 'required' => false, 'example' => 'Tree'], ], [ 'name' => 'ParentQuotaId', 'in' => 'query', 'schema' => ['description' => '按ParentQuotaId过滤：'."\n" ."\n" .'- 不传，列出租户下所有Quota，包含根Quota和子Quota。'."\n" ."\n" .'- 传空，列出所有的根Quota。'."\n" ."\n" .'- 传非空，列出指定ParentQuotaId的所有子Quota。', 'type' => 'string', 'required' => false, 'example' => 'quotajradxh43rgb'], ], [ 'name' => 'QuotaIds', 'in' => 'query', 'schema' => ['description' => '逗号分隔，按QuotaIds过滤，只支持精确匹配，最多同时支持100个。', 'type' => 'string', 'required' => false, 'example' => 'quota1ci8g793pgm,quotajradxh43rgb'], ], [ 'name' => 'WorkspaceIds', 'in' => 'query', 'schema' => ['description' => '逗号分隔，按WorkspaceIds过滤，只支持精确匹配，最多同时支持10个。', 'type' => 'string', 'required' => false, 'example' => '21345,38727'], ], [ 'name' => 'Statuses', 'in' => 'query', 'schema' => ['description' => '逗号分隔按照Quota Statuses过滤，只支持精确匹配。', 'type' => 'string', 'required' => false, 'example' => 'Creating'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '查询第几页数据，最小值为1。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '设置查询的分页大小，最小值为1。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '20'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['description' => '返回结果的排序字段名，枚举值：'."\n" ."\n" .'- QuotaName'."\n" ."\n" .'- Status'."\n" ."\n" .'- CPU'."\n" ."\n" .'- Memory'."\n" ."\n" .'- GPU'."\n" ."\n" .'- GmtCreatedTime'."\n" ."\n" .'- GmtModifiedTime', 'type' => 'string', 'required' => false, 'example' => 'status'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['description' => '排列顺序：desc或者asc。', 'type' => 'string', 'required' => false, 'example' => 'desc'], ], [ 'name' => 'Labels', 'in' => 'query', 'schema' => ['description' => '按照Label的key和value进行过滤，多个标签使用半角逗号（,）分隔。', 'type' => 'string', 'required' => false, 'example' => 'official=true,gpu=false'], ], [ 'name' => 'Verbose', 'in' => 'query', 'schema' => ['description' => '是否显示详情。取值如下：'."\n" .'- true：显示详情。'."\n" .'- false：不显示详情。', 'type' => 'boolean', 'required' => false, 'example' => 'true'], ], [ 'name' => 'WorkspaceName', 'in' => 'query', 'schema' => ['description' => '所关联的工作空间名称。', 'type' => 'string', 'required' => false, 'example' => 'myshellprod'], ], [ 'name' => 'HasResource', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'Versions', 'in' => 'query', 'schema' => ['title' => '按照版本信息搜索。', 'description' => '按照版本信息搜索。', 'type' => 'string', 'required' => false, 'example' => '1.0'], ], [ 'name' => 'ClusterType', 'in' => 'query', 'schema' => ['title' => '集群类型', 'description' => '集群类型', 'type' => 'string', 'required' => false, 'example' => 'RayCluster'], ], [ 'name' => 'GPUType', 'in' => 'query', 'schema' => ['type' => 'string'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], 'Quotas' => [ 'description' => '资源配额列表。', 'type' => 'array', 'items' => ['description' => '单个资源配额详情。', '$ref' => '#/components/schemas/Quota'], ], 'TotalCount' => ['description' => '总记录数', 'type' => 'integer', 'format' => 'int32', 'example' => '23'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取资源配额列表', 'summary' => '您可以通过ListQuotas获取资源配额列表。', 'changeSet' => [ ['createdAt' => '2025-11-06T13:03:33.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-09-19T03:30:05.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-07-25T06:06:58.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-07-04T13:22:58.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-05-09T02:33:19.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-03-19T09:17:32.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-01-24T08:33:18.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [ [ 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListQuotas', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\",\\n \\"Quotas\\": [\\n {\\n \\"QuotaId\\": \\"quota12345\\",\\n \\"QuotaName\\": \\"dlc-quota\\",\\n \\"ResourceType\\": \\"ECS\\",\\n \\"ParentQuotaId\\": \\"\\\\\\"\\\\\\"\\",\\n \\"ResourceGroupIds\\": [\\n \\"rg69rj0leslw****\\"\\n ],\\n \\"AllocateStrategy\\": \\"ByNodeSpec\\",\\n \\"Min\\": {\\n \\"NodeSpecs\\": [\\n {\\n \\"Type\\": \\"ecs.g6.4xlarge\\",\\n \\"Count\\": 10,\\n \\"BindingPolicy\\": {\\n \\"NodeSpecCount\\": 5,\\n \\"IncludeNodes\\": [\\n \\"lrnabc\\"\\n ],\\n \\"ExcludeNodes\\": [\\n \\"lrndef\\"\\n ]\\n },\\n \\"HyperType\\": \\"\\"\\n }\\n ]\\n },\\n \\"Description\\": \\"this is a test quota\\",\\n \\"Labels\\": [\\n {\\n \\"Key\\": \\"testAccTag\\",\\n \\"Value\\": \\"nihao\\"\\n }\\n ],\\n \\"CreatorId\\": \\"1884692****\\",\\n \\"LatestOperationId\\": \\"operation****\\",\\n \\"Status\\": \\"Ready\\",\\n \\"ReasonCode\\": \\"“”\\",\\n \\"ReasonMessage\\": \\"“”\\",\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"QuotaDetails\\": {\\n \\"DesiredMinQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"ActualMinQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"RequestedQuota\\": {\\n \\"CPU\\": \\"100\\",\\n \\"Memory\\": \\"100Gi\\",\\n \\"GPU\\": \\"16\\",\\n \\"GPUType\\": \\"GPU\\"\\n },\\n \\"NodeStatistics\\": {\\n \\"ActualMinNodeNum\\": 0,\\n \\"ActualMinHyperNodeNum\\": 0,\\n \\"AllocatedNodeNum\\": 0,\\n \\"AllocatedHyperNodeNum\\": 0,\\n \\"EmptyNodeNum\\": 0,\\n \\"AllocatedHyperNodeDetails\\": [\\n {\\n \\"HyperNodeName\\": \\"\\",\\n \\"AllocatedNodeNum\\": 0,\\n \\"TotalNodeNum\\": 0,\\n \\"EmptyNodeNum\\": 0\\n }\\n ]\\n }\\n },\\n \\"QuotaConfig\\": {\\n \\"SupportRDMA\\": false,\\n \\"ClusterId\\": \\"ceeb3724255364***\\",\\n \\"UserVpc\\": {\\n \\"VpcId\\": \\"vpc-abcdef****\\",\\n \\"SwitchId\\": \\"vs-abcdef****\\",\\n \\"SecurityGroupId\\": \\"sg-abcdef****\\",\\n \\"ExtendedCIDRs\\": [\\n \\"\\\\\\"192.168.0.1/24\\\\\\"\\"\\n ],\\n \\"RoleArn\\": \\"acs:ram::25xxxx:role/AliyunPAIDLCDefaultRole\\",\\n \\"DefaultRoute\\": \\"eth0\\",\\n \\"DefaultForwardInfo\\": {\\n \\"NatGatewayId\\": \\"nat-7j4mka9wguxj\\",\\n \\"EipAllocationId\\": \\"eip-h29r78ieufbih\\"\\n }\\n },\\n \\"SupportGPUDrivers\\": [\\n \\"470.199.02\\"\\n ],\\n \\"DefaultGPUDriver\\": \\"470.199.02\\",\\n \\"ACS\\": {\\n \\"ACSQuotaId\\": \\"rq-3kbt2gtimmyw7fgfgothocvh\\",\\n \\"AssociatedProducts\\": [\\n \\"PAI-DLC\\"\\n ]\\n },\\n \\"ResourceSpecs\\": [\\n {\\n \\"WorkspaceId\\": \\"122421\\",\\n \\"Product\\": \\"DLC\\",\\n \\"Specs\\": [\\n {\\n \\"SpecName\\": \\"spec_test\\",\\n \\"IsGuaranteedValid\\": true,\\n \\"IsOverSoldValid\\": true,\\n \\"CodeType\\": \\"\\\\\\"\\\\\\"\\",\\n \\"Code\\": \\"\\\\\\"\\\\\\"\\",\\n \\"Reason\\": \\"\\\\\\"\\\\\\"\\"\\n }\\n ]\\n }\\n ],\\n \\"EnablePreemptSubquotaWorkloads\\": false,\\n \\"EnableSubQuotaPreemption\\": true,\\n \\"SubQuotaPreemptionConfig\\": {\\n \\"PreemptedPriorityUpperBound\\": 9,\\n \\"PreemptedProducts\\": [\\n \\"dlc\\"\\n ]\\n },\\n \\"EnableGPUShare\\": true,\\n \\"OversoldUsageConfig\\": {\\n \\"DisabledBy\\": \\"\\",\\n \\"Disabled\\": true\\n },\\n \\"SelfQuotaPreemptionConfig\\": {\\n \\"PreemptorPriorities\\": [\\n 0\\n ],\\n \\"PreemptedPriorities\\": [\\n 0\\n ],\\n \\"PreemptedProducts\\": [\\n \\"\\"\\n ]\\n },\\n \\"EniCacheConfig\\": {\\n \\"Enabled\\": true,\\n \\"CachePoolSize\\": 0\\n },\\n \\"SandboxCacheConfig\\": {\\n \\"Enabled\\": true\\n },\\n \\"UseCase\\": \\"\\",\\n \\"EnableSelfQuotaPreemption\\": true,\\n \\"ControlPlaneClusterId\\": \\"\\",\\n \\"IsEncryptedResource\\": true,\\n \\"WorkloadTypes\\": [\\n \\"\\"\\n ]\\n },\\n \\"Workspaces\\": [\\n {\\n \\"WorkspaceId\\": \\"ws123***\\",\\n \\"WorkspaceName\\": \\"\\"\\n }\\n ],\\n \\"SubQuotas\\": [\\n {\\n \\"QuotaId\\": \\"quota12345\\",\\n \\"QuotaName\\": \\"dlc-quota\\"\\n }\\n ],\\n \\"QueueStrategy\\": \\"PaiStrategyIntelligent\\",\\n \\"Version\\": \\"\\",\\n \\"QuotaCluster\\": {\\n \\"ClusterType\\": \\"\\",\\n \\"Image\\": \\"\\",\\n \\"DataSources\\": [\\n {\\n \\"DataSourceId\\": \\"\\",\\n \\"MountPath\\": \\"\\",\\n \\"Uri\\": \\"\\"\\n }\\n ],\\n \\"Endpoints\\": {\\n \\"key\\": \\"\\"\\n },\\n \\"Status\\": \\"\\"\\n },\\n \\"HyperZones\\": [\\n \\"\\"\\n ],\\n \\"GPUType\\": \\"\\"\\n }\\n ],\\n \\"TotalCount\\": 23\\n}","type":"json"}]', ], 'ListResourceGroupMachineGroups' => [ 'path' => '/api/v1/resources/{ResourceGroupID}/machinegroups', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '125191', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'Name', 'in' => 'query', 'schema' => ['description' => '机器组名称。', 'type' => 'string', 'required' => false, 'example' => 'test'], ], [ 'name' => 'CreatorID', 'in' => 'query', 'schema' => ['description' => '机器组创建者的UserId。', 'type' => 'string', 'required' => false, 'example' => '1612285282502326'], ], [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['description' => '资源组 ID，每一个资源组都有全局唯一的资源组ID。可以通过资源组ID来获取资源组的信息。', 'type' => 'string', 'required' => false, 'example' => 'rgf0zhfqn1d4ity2'], ], [ 'name' => 'PaymentType', 'in' => 'query', 'schema' => ['description' => '付费类型。', 'type' => 'string', 'required' => false, 'example' => 'PREPAY'], ], [ 'name' => 'PaymentDurationUnit', 'in' => 'query', 'schema' => ['description' => '机器组计费时间单位。', 'type' => 'string', 'required' => false, 'example' => 'Month'], ], [ 'name' => 'PaymentDuration', 'in' => 'query', 'schema' => ['description' => '付费时长。当PaymentDurationUnit取值为Month时，取值：1、2、3、4、5、6、7、8、9、12、24、36、48、60。', 'type' => 'string', 'required' => false, 'example' => '1'], ], [ 'name' => 'EcsSpec', 'in' => 'query', 'schema' => ['description' => 'Ecs规格。', 'type' => 'string', 'required' => false, 'example' => 'ecs.c6.large'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '页码。', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '2'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小', 'type' => 'integer', 'format' => 'int32', 'required' => false, 'example' => '10'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['description' => '排序方式。'."\n" ."\n" .'- Asc - 升序排列。'."\n" ."\n" .'- Desc - 降序排列。', 'type' => 'string', 'required' => false, 'example' => 'DESC'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['description' => '排序字段', 'type' => 'string', 'required' => false, 'example' => 'GmtCreatedTime'], ], [ 'name' => 'Status', 'in' => 'query', 'schema' => ['description' => '实例状态。'."\n" .'Creating：创建中'."\n" .'Ready：运行中'."\n" .'Expiring: 即将过期'."\n" .'Expired: 已过期'."\n" .'Stopping：停止中'."\n" .'Stopped：已停止', 'type' => 'string', 'required' => false, 'example' => 'Ready'], ], [ 'name' => 'OrderInstanceId', 'in' => 'query', 'schema' => ['description' => '购买的实例ID。', 'type' => 'string', 'required' => false, 'example' => '236553689400333'], ], [ 'name' => 'MachineGroupIDs', 'in' => 'query', 'schema' => ['description' => '机器组ID，多个ID通过逗号隔开。', 'type' => 'string', 'required' => false, 'example' => 'mg105ecqwfe49hwb'], ], [ 'name' => 'DiskPL', 'in' => 'query', 'schema' => ['type' => 'string'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'MachineGroups' => [ 'description' => '机器组列表。', 'type' => 'array', 'items' => ['description' => '机器组。', '$ref' => '#/components/schemas/MachineGroup'], ], 'TotalCount' => ['description' => '机器组总数。', 'type' => 'string', 'example' => '4'], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'E7C42CC7-2E85-508A-84F4-923B605FD10F'], ], ], ], ], 'title' => '获取机器组列表', 'summary' => '您可以通过ListResourceGroupMachineGroups获取指定Resource Group下面的机器组列表', 'changeSet' => [ ['createdAt' => '2025-03-19T07:07:04.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-05-23T02:15:16.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-02-25T03:43:31.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListResourceGroupMachineGroups'], ], ], 'ramActions' => [ [ 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListResourceGroupMachineGroups', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"MachineGroups\\": [\\n {\\n \\"Status\\": \\"Success\\",\\n \\"EcsCount\\": 1,\\n \\"GmtStartedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"ResourceGroupID\\": \\"rgf0zhfqn1d4ity2\\",\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"CreatorID\\": \\"1612285282502324\\",\\n \\"ReasonMessage\\": \\"“”\\",\\n \\"PaymentDurationUnit\\": \\"Monthly\\",\\n \\"EcsSpec\\": \\"ecs.c6.large\\",\\n \\"SupportedDrivers\\": [\\n \\"470.199.02\\"\\n ],\\n \\"PaymentDuration\\": \\"2\\",\\n \\"ReasonCode\\": \\"“”\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"DiskCapacity\\": 0,\\n \\"GmtExpiredTime\\": \\"2023-08-22T00:00:00Z\\\\n\\",\\n \\"OrderInstanceId\\": \\"“”\\",\\n \\"DefaultDriver\\": \\"470.199.02\\",\\n \\"MachineGroupID\\": \\"mg1\\",\\n \\"PaymentType\\": \\"PREPAY\\",\\n \\"DiskPL\\": \\"\\",\\n \\"Cpu\\": 0,\\n \\"Gpu\\": 0,\\n \\"GpuMemory\\": 0,\\n \\"GpuType\\": \\"\\",\\n \\"Memory\\": 0,\\n \\"ResourceType\\": \\"\\",\\n \\"AllocatableCpu\\": 0,\\n \\"AllocatableMemory\\": 0,\\n \\"SystemReservedCpu\\": 0,\\n \\"SystemReservedMemory\\": 0\\n }\\n ],\\n \\"TotalCount\\": \\"4\\",\\n \\"RequestId\\": \\"E7C42CC7-2E85-508A-84F4-923B605FD10F\\"\\n}","type":"json"}]', ], 'ListResourceGroups' => [ 'path' => '/api/v1/resources', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '124250', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'Name', 'in' => 'query', 'schema' => ['title' => 'pai resource group display name', 'description' => 'Resource Group名称。', 'type' => 'string', 'required' => false, 'example' => 'rgf0zhfqn1d4ity2'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['title' => '分页数', 'description' => '分页数。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '2'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['title' => '页面容量', 'description' => '页面容量。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '10'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['title' => '排序顺序, 枚举值 desc 或者 asc', 'description' => '排序顺序。取值如下：'."\n" .'- desc：降序。'."\n" .'- asc：升序。', 'type' => 'string', 'required' => false, 'example' => 'desc'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => ['title' => '用于排序的字段名，可选字段名：DisplayName, GmtCreated, GmtModified,RegionID Duration PricingCycle PayType', 'description' => '用于排序的字段名，可选字段名：DisplayName、GmtCreated、GmtModified、RegionID、Duration、PricingCycle、PayType。', 'type' => 'string', 'required' => false, 'example' => 'DisplayName'], ], [ 'name' => 'Status', 'in' => 'query', 'schema' => ['title' => 'resource group的状态', 'description' => 'Resource Group的状态。', 'type' => 'string', 'required' => false, 'example' => 'Creating'], ], [ 'name' => 'ShowAll', 'in' => 'query', 'schema' => ['description' => '是否全部返回。', 'type' => 'boolean', 'required' => false, 'example' => 'false', 'default' => 'false'], ], [ 'name' => 'ComputingResourceProvider', 'in' => 'query', 'schema' => ['description' => 'Resource Group的计算资源类型。', 'type' => 'string', 'required' => false, 'example' => 'Ecs'], ], [ 'name' => 'ResourceType', 'in' => 'query', 'schema' => ['description' => '资源类型列表。取值如下：'."\n" ."\n" .'- ECS：通用计算资源。'."\n" .'- Lingjun：灵骏智算资源。', 'type' => 'string', 'required' => false, 'example' => 'Lingjun'], ], [ 'name' => 'ResourceGroupIDs', 'in' => 'query', 'schema' => ['type' => 'string', 'required' => false, 'description' => ''], ], [ 'name' => 'HasResource', 'in' => 'query', 'schema' => ['type' => 'boolean', 'required' => false, 'description' => ''], ], [ 'name' => 'Versions', 'in' => 'query', 'schema' => ['title' => '按照版本搜索。', 'description' => '按照版本搜索。', 'type' => 'string', 'required' => false, 'example' => '1.0'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => '返回结果。', 'type' => 'object', 'properties' => [ 'ResourceGroups' => [ 'title' => 'pai resource groups', 'description' => '资源组列表。', 'type' => 'array', 'items' => ['description' => '资源组。', '$ref' => '#/components/schemas/ResourceGroup'], 'example' => 'RG1', ], 'TotalCount' => ['title' => 'list到的资源组的数量', 'description' => '查询到的资源组的数量。', 'type' => 'integer', 'format' => 'int64', 'required' => true, 'example' => '2'], 'RequestId' => ['title' => '请求ID', 'description' => '请求ID。', 'type' => 'string', 'example' => '9CFA2665-1FFE-5929-8468-C14C25890486'], ], ], ], ], 'title' => '获取资源组列表', 'summary' => '您可以通过该接口获取通用计算资源或灵骏智算资源的资源组列表。', 'description' => '目前，AI计算资源组（包括通用计算资源和灵骏智算资源）仅在部分地域提供服务。具体支持的地域列表，请参见[AI计算资源管理](~~143986~~)。', 'changeSet' => [ ['createdAt' => '2025-09-19T03:30:04.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-07-25T06:06:58.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2025-06-30T06:48:39.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-05-11T03:07:01.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-04-26T12:56:59.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListResourceGroups'], ], ], 'ramActions' => [ [ 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListResourceGroups', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"ResourceGroups\\": [\\n {\\n \\"Name\\": \\"RG1\\",\\n \\"ResourceGroupID\\": \\"rg17tmvwiokh****\\",\\n \\"WorkspaceID\\": \\"23000\\",\\n \\"UserVpc\\": {\\n \\"VpcId\\": \\"vpc-abcdef****\\",\\n \\"SwitchId\\": \\"vs-abcdef****\\",\\n \\"SecurityGroupId\\": \\"sg-abcdef****\\",\\n \\"ExtendedCIDRs\\": [\\n \\"\\\\\\"192.168.0.1/24\\\\\\"\\"\\n ],\\n \\"RoleArn\\": \\"acs:ram::25xxxx:role/AliyunPAIDLCDefaultRole\\",\\n \\"DefaultRoute\\": \\"eth0\\",\\n \\"DefaultForwardInfo\\": {\\n \\"NatGatewayId\\": \\"nat-7j4mka9wguxj\\",\\n \\"EipAllocationId\\": \\"eip-h29r78ieufbih\\"\\n }\\n },\\n \\"GmtCreatedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"GmtModifiedTime\\": \\"2023-06-22T00:00:00Z\\",\\n \\"CreatorID\\": \\"161228528250****\\",\\n \\"NodeCount\\": 3,\\n \\"Version\\": \\"\\",\\n \\"Status\\": \\"\\",\\n \\"ResourceType\\": \\"\\"\\n }\\n ],\\n \\"TotalCount\\": 2,\\n \\"RequestId\\": \\"9CFA2665-1FFE-5929-8468-C14C25890486\\"\\n}","type":"json"}]', ], 'ListTagResources' => [ 'path' => '/api/v1/tags', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'abilityTreeCode' => '205684', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'RegionId', 'in' => 'query', 'schema' => ['title' => '地域', 'description' => '地域', 'type' => 'string', 'required' => true, 'example' => 'cn-hangzhou'], ], [ 'name' => 'ResourceType', 'in' => 'query', 'schema' => [ 'title' => '资源类型', 'description' => '资源类型', 'type' => 'string', 'required' => true, 'enumValueTitles' => ['MachineGroup' => 'MachineGroup', 'ResourceGroup' => 'ResourceGroup'], 'example' => 'ResourceGroup', ], ], [ 'name' => 'ResourceId', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '资源ID,最多 50个子项', 'description' => '资源ID,最多 50个子项', 'type' => 'array', 'items' => ['description' => '资源ID。一次调用最多支持添加50个资源ID。', 'type' => 'string', 'required' => false, 'example' => '[\\"rgrk6hhjpvio3wvj\\"]'], 'required' => false, ], ], [ 'name' => 'Tag', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '对应新增标签列表，最多包含20个子项', 'description' => '对应新增标签列表，最多包含20个子项', 'type' => 'array', 'items' => [ 'description' => '指定规则所适用的对象标签，可设置多个。', 'type' => 'object', 'properties' => [ 'Key' => ['title' => '标签键', 'description' => '标签键', 'type' => 'string', 'required' => false, 'example' => 'TestKey'], 'Value' => ['title' => '标签值', 'description' => '标签值', 'type' => 'string', 'required' => false, 'example' => 'TestValue'], ], 'required' => false, ], 'required' => false, ], ], [ 'name' => 'NextToken', 'in' => 'query', 'schema' => ['title' => '下一个查询开始Token', 'description' => '下一个查询开始Token', 'type' => 'string', 'required' => false, 'example' => 'ad31d453a1f3f23ce0b5e8707e68181f'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求id', 'description' => '请求id', 'type' => 'string', 'example' => 'CE22EE94-8AFE-53B5-9C2C-B36207B1CBF9'], 'NextToken' => ['title' => '下一个查询开始Token', 'description' => '下一个查询开始Token', 'type' => 'string', 'example' => '3iEiu84Yk3TwHLzJV.usagf1Ain49xYKGoB6zffsDqPYZQQ5'], 'TagResources' => [ 'title' => '资源列表', 'description' => '资源列表', 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'TagKey' => ['title' => '标签键', 'description' => '标签键', 'type' => 'string', 'example' => 'tagKey'], 'TagValue' => ['title' => '标签值', 'description' => '标签值', 'type' => 'string', 'example' => 'tagValue'], 'ResourceId' => ['title' => '资源ID', 'description' => '资源ID', 'type' => 'string', 'example' => 'rgqssemfn6vjqqev'], 'ResourceType' => ['title' => '资源类型', 'description' => '资源类型', 'type' => 'string', 'example' => 'ResourceGroup'], ], 'description' => '', ], ], ], 'description' => '', ], ], ], 'title' => '查询标签列表', 'summary' => '查标签接口。', 'description' => '请求中至少指定以下任一参数，以确定查询对象。'."\n" ."\n" .'- ResourceId.N'."\n" .'- Tag.N（Tag.N.Key与Tag.N.Value）'."\n" ."\n" .'同时指定下列参数时，返回结果中仅包含同时满足这两个条件的资源。'."\n" .'- Tag.N和ResourceId.N', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"CE22EE94-8AFE-53B5-9C2C-B36207B1CBF9\\",\\n \\"NextToken\\": \\"3iEiu84Yk3TwHLzJV.usagf1Ain49xYKGoB6zffsDqPYZQQ5\\",\\n \\"TagResources\\": [\\n {\\n \\"TagKey\\": \\"tagKey\\",\\n \\"TagValue\\": \\"tagValue\\",\\n \\"ResourceId\\": \\"rgqssemfn6vjqqev\\",\\n \\"ResourceType\\": \\"ResourceGroup\\"\\n }\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobEvents' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/events', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '165613', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'traineyfz0m2****'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'allowEmptyValue' => false, 'schema' => ['description' => '页码（默认值为1）。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'minimum' => '1', 'example' => '1', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小（默认值为100）。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'maximum' => '2000', 'minimum' => '1', 'example' => '100', 'default' => '100'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['title' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'description' => '起始UTC时间（iso8601格式），为空则为任务开始时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['title' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'description' => '截止UTC时间（iso8601格式），为空则为当前时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => '返回结果。', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求ID', 'description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'TotalCount' => ['title' => '符合过滤条件的日志数量', 'description' => '事件总数。', 'type' => 'string', 'example' => '23'], 'Events' => [ 'title' => '日志列表', 'description' => '事件列表。', 'type' => 'array', 'items' => ['title' => '', 'description' => '事件。', 'type' => 'string', 'example' => 'UserEvent'], ], ], ], ], ], 'title' => '获取训练任务事件', 'summary' => '获取指定训练任务的事件，以帮助您详细了解训练过程中的信息。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobEvents'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"TotalCount\\": \\"23\\",\\n \\"Events\\": [\\n \\"UserEvent\\"\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobInstanceEvents' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/instances/{InstanceId}/events', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '165612', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train76rcaupa2cz'], ], [ 'name' => 'InstanceId', 'in' => 'path', 'allowEmptyValue' => false, 'schema' => ['description' => '实例ID。', 'type' => 'string', 'required' => false, 'example' => 'train76rcaupa2cz-master-0'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'allowEmptyValue' => false, 'schema' => ['description' => '页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'minimum' => '1', 'example' => '1', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'maximum' => '2000', 'minimum' => '1', 'example' => '100', 'default' => '100'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['title' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'description' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['title' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'description' => '截止UTC时间，格式 iso8601，假如为空是当前时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求ID', 'description' => '请求ID', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'TotalCount' => ['title' => '符合过滤条件的日志数量', 'description' => '事件数量。', 'type' => 'string', 'example' => '1'], 'Events' => [ 'title' => '日志列表', 'description' => '事件列表。', 'type' => 'array', 'items' => ['title' => '', 'description' => '事件信息。', 'type' => 'string', 'example' => 'You are using pip version 9.0.1, however version 20.2.4 is available.'], ], ], ], ], ], 'title' => '获取训练任务实例事件', 'summary' => '获取训练任务实例对应的事件。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobInstanceEvents'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"TotalCount\\": \\"1\\",\\n \\"Events\\": [\\n \\"You are using pip version 9.0.1, however version 20.2.4 is available.\\"\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobInstanceMetrics' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/instancemetrics', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '157749', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['title' => 'Training Job Id', 'description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'trains930928remn'], ], [ 'name' => 'MetricType', 'in' => 'query', 'schema' => ['title' => '分页，从1开始，默认1', 'description' => '指标类型：'."\n" .'- GpuCoreUsage：POD GPU使用率'."\n" .'- GpuMemoryUsage：POD GPU Memory使用率'."\n" .'- CpuCoreUsage：POD CPU使用率'."\n" .'- MemoryUsage：POD Memory使用率'."\n" .'- NetworkInputRate：POD 网络写入速率 (TCPIP) (MB/s)'."\n" .'- NetworkOutputRate：POD 网络写出速率 (TCPIP) (MB/s)'."\n" .'- DiskReadRate：POD 磁盘读取速率 （MB/s）'."\n" .'- DiskWriteRate：POD 磁盘写入速率 (MB/s)', 'type' => 'string', 'required' => true, 'example' => 'GpuCoreUsage'], ], [ 'name' => 'TimeStep', 'in' => 'query', 'schema' => ['description' => '时间间隔，可选值：'."\n" .'1h 30m 5m 10s', 'type' => 'string', 'required' => false, 'example' => '10s'], ], [ 'name' => 'InstanceId', 'in' => 'query', 'schema' => ['description' => '实例ID。', 'type' => 'string', 'required' => false, 'example' => 'trains930928remn-master-0'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['title' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'description' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['title' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'description' => '截止UTC时间，格式 iso8601，假如为空是当前时间。', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], 'InstanceMetrics' => [ 'title' => '符合过滤条件的Metrics数量', 'description' => '所有符合过滤条件的监控指标列表。', 'type' => 'array', 'items' => [ 'description' => '符合过滤条件的监控指标。', 'type' => 'object', 'properties' => [ 'InstanceId' => ['description' => '实例ID。', 'type' => 'string', 'example' => 'trainkxen7qjyg6y-master-0'], 'Metrics' => [ 'description' => '实例监控指标列表。', 'type' => 'array', 'items' => [ 'description' => '实例监控指标。', 'type' => 'object', 'properties' => [ 'Time' => ['description' => 'UTC时间，格式 iso8601。', 'type' => 'string', 'example' => '2020-11-08T16:00:00Z'], 'Value' => ['description' => '指标值。', 'type' => 'number', 'format' => 'double', 'example' => '1'], ], ], ], 'NodeName' => ['description' => '节点名称。', 'type' => 'string', 'example' => 'trains930928remn-master-0'], ], ], ], ], ], ], ], 'title' => '获取训练任务实例监控指标', 'summary' => '获取训练任务实例的监控指标。', 'changeSet' => [ ['createdAt' => '2024-08-06T02:04:36.000Z', 'description' => '响应参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobInstanceMetrics'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\",\\n \\"InstanceMetrics\\": [\\n {\\n \\"InstanceId\\": \\"trainkxen7qjyg6y-master-0\\",\\n \\"Metrics\\": [\\n {\\n \\"Time\\": \\"2020-11-08T16:00:00Z\\",\\n \\"Value\\": 1\\n }\\n ],\\n \\"NodeName\\": \\"trains930928remn-master-0\\"\\n }\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobLogs' => [ 'summary' => '获取训练任务的日志。', 'path' => '/api/v1/trainingjobs/{TrainingJobId}/logs', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train129f212o89d'], ], [ 'name' => 'WorkerId', 'in' => 'query', 'allowEmptyValue' => false, 'schema' => ['description' => '训练任务的实例ID，已废弃，用InstanceId代替。', 'type' => 'string', 'required' => false, 'example' => 'train129f212o89d-master-0'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'allowEmptyValue' => false, 'schema' => ['description' => '页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'minimum' => '1', 'example' => '1', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'maximum' => '2000', 'minimum' => '1', 'example' => '100', 'default' => '100'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['title' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'description' => '起始UTC时间，格式 iso8601，如果为空是任务开始时间', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['title' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'description' => '截止UTC时间，格式 iso8601，如果为空是当前时间', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'InstanceId', 'in' => 'query', 'schema' => ['description' => '实例ID。', 'type' => 'string', 'required' => false, 'example' => 'train129f212o89d-master-0'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求ID', 'description' => '请求ID。', 'type' => 'string', 'example' => 'CBF05F13-B24C-5129-9048-4FA684DCD579'], 'TotalCount' => ['title' => '符合过滤条件的日志数量', 'description' => '符合过滤条件的日志数量。', 'type' => 'string', 'example' => '23'], 'Logs' => [ 'title' => '日志列表', 'description' => '日志列表。', 'type' => 'array', 'items' => ['title' => '', 'description' => '日志行内容。', 'type' => 'string', 'example' => 'loss: 0.0001'], ], ], ], ], ], 'title' => '获取训练任务的日志', 'changeSet' => [ ['createdAt' => '2023-10-13T09:11:50.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-12-05T12:21:05.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-04-27T10:49:58.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobLogs'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"CBF05F13-B24C-5129-9048-4FA684DCD579\\",\\n \\"TotalCount\\": \\"23\\",\\n \\"Logs\\": [\\n \\"loss: 0.0001\\"\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobMetrics' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/metrics', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'abilityTreeCode' => '132913', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['title' => 'Training Job Id', 'description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train76rcaupa2cz'], ], [ 'name' => 'Name', 'in' => 'query', 'schema' => ['title' => '分页，从1开始，默认1', 'description' => '指标名称。', 'type' => 'string', 'required' => false, 'example' => 'accuracy'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['title' => '每页返回的日志数量', 'description' => '页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'minimum' => '1', 'example' => '1', 'default' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['title' => '每页返回的日志数量', 'description' => '分页的大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'maximum' => '100', 'minimum' => '1', 'example' => '100', 'default' => '100'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['title' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'description' => '起始UTC时间，格式 iso8601，假如为空是任务开始时间', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['title' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'description' => '截止UTC时间，格式 iso8601，假如为空是当前时间', 'type' => 'string', 'format' => 'iso8601', 'required' => false, 'example' => '2020-11-08T16:00:00Z'], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => ['title' => 'Metrics的时间顺序，有ASC和DESC', 'description' => '指标返回的时间顺序，ASC或者DESC。', 'type' => 'string', 'required' => false, 'example' => 'DESC', 'default' => 'DESC'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], 'Metrics' => [ 'title' => '符合过滤条件的Metrics数量', 'description' => '指标列表。', 'type' => 'array', 'items' => [ 'description' => '指标信息。', 'type' => 'object', 'properties' => [ 'Timestamp' => ['description' => '指标采集的时间戳。', 'type' => 'string', 'format' => 'iso8601', 'example' => '2022-04-18T22:20:55Z'], 'Value' => ['description' => '指标值。', 'type' => 'number', 'format' => 'double', 'example' => '0.97'], 'Name' => ['title' => 'Metrics名称', 'description' => '指标名。', 'type' => 'string', 'example' => 'accuracy'], ], ], ], 'TotalCount' => ['type' => 'integer', 'format' => 'int64', 'description' => ''], ], ], ], ], 'title' => '获取训练任务指标', 'summary' => '获取训练任务的监控数据。', 'changeSet' => [ ['createdAt' => '2024-11-06T02:28:37.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2022-04-27T10:49:51.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobMetrics'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\",\\n \\"Metrics\\": [\\n {\\n \\"Timestamp\\": \\"2022-04-18T22:20:55Z\\",\\n \\"Value\\": 0.97,\\n \\"Name\\": \\"accuracy\\"\\n }\\n ],\\n \\"TotalCount\\": 0\\n}","type":"json"}]', ], 'ListTrainingJobOutputModels' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/outputmodels', 'methods' => ['get'], 'schemes' => ['https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '200236', 'abilityTreeNodes' => ['FEATURElearn9XMQIJ'], ], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['title' => 'A short description of struct', 'description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'traineyfz0m2hsfv'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'OutputModels' => [ 'description' => '训练产出模型列表。', 'type' => 'array', 'items' => [ 'description' => '训练产出模型。', 'type' => 'object', 'properties' => [ 'OutputChannelName' => ['description' => '训练输出数据名。', 'type' => 'string', 'example' => 'model'], 'Uri' => ['description' => '训练输出数据链接。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou.aliyuncs.com/path/to/output/channel/'], 'Labels' => [ 'description' => '标签列表。', 'type' => 'array', 'items' => [ 'description' => '标签。', 'type' => 'object', 'properties' => [ 'Key' => ['description' => '标签名。', 'type' => 'string', 'example' => 'RootModelName'], 'Value' => ['description' => '标签值。', 'type' => 'string', 'example' => 'qwen2-0.5'], ], ], ], 'Metrics' => ['description' => '训练任务指标。', 'type' => 'object', 'example' => '{'."\n" .' "Results": ['."\n" .' {'."\n" .' "Dataset": {'."\n" .' "Train": "oss://somebucket.oss-cn-hangzhou.aliyuncs.com/datasets/Chinese-medical-dialogue-data/chinese_medical_train_sampled.json"'."\n" .' },'."\n" .' "Metrics": {'."\n" .' "loss": 2.1276'."\n" .' }'."\n" .' }'."\n" .' ]'."\n" .'}'], 'TrainingSpec' => ['description' => '模型训练配置。', 'type' => 'object', 'example' => '{}'], 'InferenceSpec' => ['description' => '模型推理配置。', 'type' => 'object', 'example' => '{}'], 'EvaluationSpec' => ['description' => '模型评测配置。', 'type' => 'object', 'example' => '{}'], 'SourceType' => ['description' => '来源（模型是从什么任务产生的）默认：Custom。', 'type' => 'string', 'example' => 'PAIFlow'], 'SourceId' => ['description' => '来源ID，非必填：'."\n" .'- 来源为Custom，格式无要求。'."\n" .'- 来源若为PAIFlow，要求格式为region=cn-shanghai,workspaceId=1345,kind=PipelineRun,id=run-sakdbaskjdf。'."\n" .'- 来源若为TrainingService，要求格式为region=cn-shanghai,workspaceId=1345,kind=TrainingJob,id=job-sakdbaskjdf。', 'type' => 'string', 'example' => 'region=cn-shanghai,workspaceId=1345,kind=PipelineRun,id=run-sakdbaskjdf'], 'CompressionSpec' => ['description' => '模型压缩配置。', 'type' => 'object', 'example' => '{}'], ], ], ], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '获取训练任务产出模型', 'summary' => '获取训练任务产出的模型信息。', 'changeSet' => [ ['createdAt' => '2024-07-11T04:11:06.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-07-11T03:58:46.000Z', 'description' => '响应参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"OutputModels\\": [\\n {\\n \\"OutputChannelName\\": \\"model\\",\\n \\"Uri\\": \\"oss://test-bucket.oss-cn-hangzhou.aliyuncs.com/path/to/output/channel/\\",\\n \\"Labels\\": [\\n {\\n \\"Key\\": \\"RootModelName\\",\\n \\"Value\\": \\"qwen2-0.5\\"\\n }\\n ],\\n \\"Metrics\\": {\\n \\"Results\\": [\\n {\\n \\"Dataset\\": {\\n \\"Train\\": \\"oss://somebucket.oss-cn-hangzhou.aliyuncs.com/datasets/Chinese-medical-dialogue-data/chinese_medical_train_sampled.json\\"\\n },\\n \\"Metrics\\": {\\n \\"loss\\": 2.1276\\n }\\n }\\n ]\\n },\\n \\"TrainingSpec\\": {},\\n \\"InferenceSpec\\": {},\\n \\"EvaluationSpec\\": {},\\n \\"SourceType\\": \\"PAIFlow\\",\\n \\"SourceId\\": \\"region=cn-shanghai,workspaceId=1345,kind=PipelineRun,id=run-sakdbaskjdf\\",\\n \\"CompressionSpec\\": {}\\n }\\n ]\\n}","type":"json"}]', ], 'ListTrainingJobs' => [ 'path' => '/api/v1/trainingjobs', 'methods' => ['get'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'read', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'list', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '132980', 'abilityTreeNodes' => ['FEATURElearnVYA4L9'], ], 'parameters' => [ [ 'name' => 'WorkspaceId', 'in' => 'query', 'schema' => ['description' => '工作空间ID。', 'type' => 'string', 'required' => false, 'example' => '12345'], ], [ 'name' => 'PageNumber', 'in' => 'query', 'schema' => ['description' => '分页查询的页码。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'minimum' => '1', 'example' => '1'], ], [ 'name' => 'PageSize', 'in' => 'query', 'schema' => ['description' => '分页大小。', 'type' => 'integer', 'format' => 'int64', 'required' => false, 'example' => '10'], ], [ 'name' => 'SortBy', 'in' => 'query', 'schema' => [ 'description' => '结果排序的字段。', 'type' => 'string', 'required' => false, 'example' => 'GmtModifiedTime', 'enum' => ['GmtModifiedTime', 'GmtCreateTime', 'TrainingJobName', 'AlgorithmName', 'Status'], ], ], [ 'name' => 'Order', 'in' => 'query', 'schema' => [ 'description' => '排序方式，取值：'."\n" ."\n" .'- ASC：升序。'."\n" .'- DESC：降序。', 'type' => 'string', 'required' => false, 'enumValueTitles' => ['ASC' => 'ASC', 'DESC' => 'DESC'], 'example' => 'DESC', 'enum' => ['desc', 'asc'], ], ], [ 'name' => 'TrainingJobName', 'in' => 'query', 'schema' => ['description' => '训练作业名称。', 'type' => 'string', 'required' => false, 'example' => 'large_language_model_training'], ], [ 'name' => 'Status', 'in' => 'query', 'schema' => ['description' => '训练任务状态。', 'type' => 'string', 'required' => false, 'example' => 'Running'], ], [ 'name' => 'TrainingJobId', 'in' => 'query', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => false, 'example' => 'trains930928remn'], ], [ 'name' => 'Labels', 'in' => 'query', 'style' => 'json', 'schema' => ['description' => '训练任务标签。', 'type' => 'object', 'required' => false, 'example' => '{"project": "sd-s3"}'], ], [ 'name' => 'StartTime', 'in' => 'query', 'schema' => ['description' => '设置查询的作业创建时间的区间的起始时间。默认是7天前。', 'type' => 'string', 'required' => false, 'example' => '2024-06-22T01:00:00Z'], ], [ 'name' => 'EndTime', 'in' => 'query', 'schema' => ['description' => '设置查询的作业创建时间的区间的截止时间。默认是当前。', 'type' => 'string', 'required' => false, 'example' => '2023-12-27T02:10:00Z'], ], [ 'name' => 'AlgorithmProvider', 'in' => 'query', 'schema' => ['description' => '算法提供者。', 'type' => 'string', 'required' => false, 'example' => 'pai'], ], [ 'name' => 'AlgorithmName', 'in' => 'query', 'schema' => ['description' => '算法名。', 'type' => 'string', 'required' => false, 'example' => 'llm_train'], ], [ 'name' => 'IsTempAlgo', 'in' => 'query', 'allowEmptyValue' => true, 'schema' => ['description' => '是否为临时算法。', 'type' => 'boolean', 'required' => false, 'example' => 'false'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'description' => '返回数据。', 'type' => 'object', 'properties' => [ 'TotalCount' => ['description' => '训练任务总数。', 'type' => 'integer', 'format' => 'int64', 'example' => '10'], 'TrainingJobs' => [ 'description' => '训练任务详情列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务详情。', 'type' => 'object', 'properties' => [ 'AlgorithmName' => ['description' => '算法名。', 'type' => 'string', 'example' => 'llm_train'], 'AlgorithmProvider' => ['description' => '算法提供者。', 'type' => 'string', 'example' => 'pai'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.0.1'], 'ComputeResource' => [ 'description' => '计算资源配置。', 'type' => 'object', 'properties' => [ 'EcsCount' => ['description' => 'Ecs实例数。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'EcsSpec' => ['description' => 'Ecs实例型号。', 'type' => 'string', 'example' => 'ecs.gn5-c8g1.2xlarge'], 'ResourceId' => ['description' => '资源配额ID。', 'type' => 'string', 'example' => 'quotam670lixikcl'], 'ResourceName' => ['description' => '资源配额名称。', 'type' => 'string', 'example' => 'quota'], 'InstanceCount' => ['description' => '资源配额实例数。', 'type' => 'integer', 'format' => 'int64', 'example' => '1'], 'InstanceSpec' => [ 'description' => '资源配额实例配置。', 'type' => 'object', 'properties' => [ 'CPU' => ['description' => '实例CPU核数。', 'type' => 'string', 'example' => '8'], 'Memory' => ['description' => '实例内存大小，单位为GiB。', 'type' => 'string', 'example' => '32'], 'SharedMemory' => ['description' => '实例共享内存大小，单位为GiB。', 'type' => 'string', 'example' => '32'], 'GPU' => ['description' => '实例GPU显卡数量。', 'type' => 'string', 'example' => '1'], 'GPUType' => ['description' => '实例GPU显卡型号。', 'type' => 'string', 'example' => 'V100'], ], ], ], ], 'GmtCreateTime' => ['description' => '训练任务创建时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'GmtModifiedTime' => ['description' => '训练任务状态更新时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'HyperParameters' => [ 'description' => '训练超参数配置。', 'type' => 'array', 'items' => [ 'description' => '训练超参数配置。', 'type' => 'object', 'properties' => [ 'Name' => ['description' => '参数名。', 'type' => 'string', 'example' => 'learning_rate'], 'Value' => ['description' => '参数值。', 'type' => 'string', 'example' => '0.001'], ], ], ], 'InputChannels' => [ 'description' => '训练输入数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输入数据配置。', 'type' => 'object', 'properties' => [ 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'example' => 'd-475megosidivjfgfq6'], 'InputUri' => ['description' => '输入数据链接。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/input/channel/'], 'Name' => ['description' => '输入数据名。', 'type' => 'string', 'example' => 'model'], 'VersionName' => ['type' => 'string', 'description' => ''], ], ], ], 'Labels' => [ 'description' => '训练任务标签。', 'type' => 'array', 'items' => [ 'description' => '训练任务标签。', 'type' => 'object', 'properties' => [ 'Key' => ['description' => '标签名。', 'type' => 'string', 'example' => 'CreatedBy'], 'Value' => ['description' => '标签值。', 'type' => 'string', 'example' => 'QuickStart'], ], ], ], 'OutputChannels' => [ 'description' => '训练输出数据配置。', 'type' => 'array', 'items' => [ 'description' => '训练输出数据配置。', 'type' => 'object', 'properties' => [ 'DatasetId' => ['description' => '数据集ID。', 'type' => 'string', 'example' => 'd-8o0hh35po15ejcdq2p'], 'Name' => ['description' => '输出数据名。', 'type' => 'string', 'example' => 'model'], 'OutputUri' => ['description' => '输出数据地址。', 'type' => 'string', 'example' => 'oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/output/channel/'], 'VersionName' => ['type' => 'string', 'description' => ''], ], ], ], 'ReasonCode' => ['description' => '训练任务状态码。', 'type' => 'string', 'example' => 'TrainingJobSucceed'], 'ReasonMessage' => ['description' => '训练任务错误原因。', 'type' => 'string', 'example' => 'None'], 'Scheduler' => [ 'description' => '训练任务调度配置。', 'type' => 'object', 'properties' => [ 'MaxRunningTimeInSeconds' => ['description' => '最大训练运行时长，单位为秒。数值为0时不限制最大运行时常。', 'type' => 'integer', 'format' => 'int64', 'example' => '0'], ], ], 'Status' => ['description' => '任务状态。', 'type' => 'string', 'example' => 'Running'], 'StatusTransitions' => [ 'description' => '训练任务状态变更列表。', 'type' => 'array', 'items' => [ 'description' => '训练任务状态变更。', 'type' => 'object', 'properties' => [ 'EndTime' => ['description' => '状态结束时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'ReasonCode' => ['description' => '状态码。', 'type' => 'string', 'example' => 'TrainingJobSucceed'], 'ReasonMessage' => ['description' => '状态更新信息。', 'type' => 'string', 'example' => 'KubeDL job runs successfully'], 'StartTime' => ['description' => '状态开始时间。', 'type' => 'string', 'example' => '2024-07-10T11:49:47Z'], 'Status' => ['description' => '训练任务状态。', 'type' => 'string', 'example' => 'Creating'], ], ], ], 'TrainingJobDescription' => ['description' => '训练任务描述。', 'type' => 'string', 'example' => 'Qwen2 large language model training.'], 'TrainingJobId' => ['description' => '训练任务ID。', 'type' => 'string', 'example' => 'train1layo6js8ra'], 'TrainingJobName' => ['description' => '训练任务名。', 'type' => 'string', 'example' => 'qwen2-7b'], 'UserId' => ['description' => '用户ID。', 'type' => 'string', 'example' => '123456789'], 'WorkspaceId' => ['description' => '工作空间ID。', 'type' => 'string', 'example' => '1234'], 'RoleArn' => ['description' => '代理授权使用的角色信息。', 'type' => 'string', 'example' => 'acs:ram::{accountID}:role/{roleName}'], 'IsTempAlgo' => ['title' => '是否使用了临时算法。', 'description' => '是否使用了临时算法。', 'type' => 'boolean', 'example' => 'true'], 'UserVpc' => [ 'description' => '用户VPC配置。', 'type' => 'object', 'properties' => [ 'VpcId' => ['description' => 'VPC ID。', 'type' => 'string', 'example' => 'vpc-abcdef****'], 'SwitchId' => ['description' => '交换机ID。', 'type' => 'string', 'example' => 'vs-abcdef****'], 'SecurityGroupId' => ['description' => '安全组ID。', 'type' => 'string', 'example' => 'sg-abcdef****'], 'ExtendedCIDRs' => [ 'description' => '扩展网段配置。', 'type' => 'array', 'items' => ['description' => '扩展网段配置。', 'type' => 'string', 'example' => '192.168.0.1/24'], ], 'DefaultRoute' => ['description' => '默认路由。', 'type' => 'string', 'example' => 'eth1'], ], ], 'ExperimentConfig' => [ 'description' => '训练任务关联实验配置。', 'type' => 'object', 'properties' => [ 'ExperimentId' => ['description' => '训练任务关联实验ID。', 'type' => 'string', 'example' => 'exp-ds9aefia90v'], 'ExperimentName' => ['description' => '训练任务关联实验名。', 'type' => 'string', 'example' => 'large_language_model'], ], ], 'Environments' => [ 'description' => '环境变量列表。', 'type' => 'object', 'additionalProperties' => ['type' => 'string', 'description' => '环境变量。', 'example' => 'debug=true'], ], 'PythonRequirements' => [ 'description' => '训练任务Python包配置。', 'type' => 'array', 'items' => ['description' => '训练任务Python包配置。', 'type' => 'string', 'example' => 'torch>=2.2.0'], ], 'DlcJobId' => ['type' => 'string', 'description' => ''], 'AssignNodeSpec' => ['$ref' => '#/components/schemas/AssignNodeSpec', 'description' => ''], ], ], ], 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '获取训练任务列表', 'summary' => '获取训练任务列表。', 'changeSet' => [ ['createdAt' => '2025-11-25T06:20:13.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-11-18T02:48:42.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-08-07T03:10:37.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2024-02-29T07:27:53.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-12-15T03:13:02.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-10-09T06:51:30.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-09-01T11:22:26.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '响应参数发生变更'], ['createdAt' => '2023-04-20T02:19:53.000Z', 'description' => '响应参数发生变更、响应参数发生变更'], ['createdAt' => '2022-09-26T11:54:38.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobs'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"TotalCount\\": 10,\\n \\"TrainingJobs\\": [\\n {\\n \\"AlgorithmName\\": \\"llm_train\\",\\n \\"AlgorithmProvider\\": \\"pai\\",\\n \\"AlgorithmVersion\\": \\"v0.0.1\\",\\n \\"ComputeResource\\": {\\n \\"EcsCount\\": 1,\\n \\"EcsSpec\\": \\"ecs.gn5-c8g1.2xlarge\\",\\n \\"ResourceId\\": \\"quotam670lixikcl\\",\\n \\"ResourceName\\": \\"quota\\",\\n \\"InstanceCount\\": 1,\\n \\"InstanceSpec\\": {\\n \\"CPU\\": \\"8\\",\\n \\"Memory\\": \\"32\\",\\n \\"SharedMemory\\": \\"32\\",\\n \\"GPU\\": \\"1\\",\\n \\"GPUType\\": \\"V100\\"\\n }\\n },\\n \\"GmtCreateTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"GmtModifiedTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"HyperParameters\\": [\\n {\\n \\"Name\\": \\"learning_rate\\",\\n \\"Value\\": \\"0.001\\"\\n }\\n ],\\n \\"InputChannels\\": [\\n {\\n \\"DatasetId\\": \\"d-475megosidivjfgfq6\\",\\n \\"InputUri\\": \\"oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/input/channel/\\",\\n \\"Name\\": \\"model\\",\\n \\"VersionName\\": \\"\\"\\n }\\n ],\\n \\"Labels\\": [\\n {\\n \\"Key\\": \\"CreatedBy\\",\\n \\"Value\\": \\"QuickStart\\"\\n }\\n ],\\n \\"OutputChannels\\": [\\n {\\n \\"DatasetId\\": \\"d-8o0hh35po15ejcdq2p\\",\\n \\"Name\\": \\"model\\",\\n \\"OutputUri\\": \\"oss://test-bucket.oss-cn-hangzhou-internal.aliyuncs.com/path/to/output/channel/\\",\\n \\"VersionName\\": \\"\\"\\n }\\n ],\\n \\"ReasonCode\\": \\"TrainingJobSucceed\\",\\n \\"ReasonMessage\\": \\"None\\",\\n \\"Scheduler\\": {\\n \\"MaxRunningTimeInSeconds\\": 0\\n },\\n \\"Status\\": \\"Running\\",\\n \\"StatusTransitions\\": [\\n {\\n \\"EndTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"ReasonCode\\": \\"TrainingJobSucceed\\",\\n \\"ReasonMessage\\": \\"KubeDL job runs successfully\\",\\n \\"StartTime\\": \\"2024-07-10T11:49:47Z\\",\\n \\"Status\\": \\"Creating\\"\\n }\\n ],\\n \\"TrainingJobDescription\\": \\"Qwen2 large language model training.\\",\\n \\"TrainingJobId\\": \\"train1layo6js8ra\\",\\n \\"TrainingJobName\\": \\"qwen2-7b\\",\\n \\"UserId\\": \\"123456789\\",\\n \\"WorkspaceId\\": \\"1234\\",\\n \\"RoleArn\\": \\"acs:ram::{accountID}:role/{roleName}\\",\\n \\"IsTempAlgo\\": true,\\n \\"UserVpc\\": {\\n \\"VpcId\\": \\"vpc-abcdef****\\",\\n \\"SwitchId\\": \\"vs-abcdef****\\",\\n \\"SecurityGroupId\\": \\"sg-abcdef****\\",\\n \\"ExtendedCIDRs\\": [\\n \\"192.168.0.1/24\\"\\n ],\\n \\"DefaultRoute\\": \\"eth1\\"\\n },\\n \\"ExperimentConfig\\": {\\n \\"ExperimentId\\": \\"exp-ds9aefia90v\\",\\n \\"ExperimentName\\": \\"large_language_model\\"\\n },\\n \\"Environments\\": {\\n \\"key\\": \\"debug=true\\"\\n },\\n \\"PythonRequirements\\": [\\n \\"torch>=2.2.0\\"\\n ],\\n \\"DlcJobId\\": \\"\\",\\n \\"AssignNodeSpec\\": {\\n \\"EnableAssignNode\\": true,\\n \\"NodeNames\\": \\"\\",\\n \\"AntiAffinityNodeNames\\": \\"\\"\\n }\\n }\\n ],\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'OperateNode' => [ 'summary' => '您可以通过OperateNode对节点进行操作', 'path' => '/api/v1/nodes/{NodeId}', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '216521', 'abilityTreeNodes' => ['FEATURElearnZO51AS', 'FEATURElearnCMM1R7'], ], 'parameters' => [ [ 'name' => 'NodeId', 'in' => 'path', 'schema' => ['description' => '节点ID。', 'type' => 'string', 'required' => true, 'example' => 'lingjunxxxx-mgxxx-xxxx'], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求Body。', 'type' => 'object', 'properties' => [ 'ResourceGroupId' => ['description' => '资源节点所属资源组Id', 'type' => 'string', 'required' => false, 'example' => 'rgaekzbrflewn6jjq'], 'Operation' => [ 'description' => '操作 '."\n" .'- Cordon：禁止调度'."\n" .'- Uncordon：启动调度'."\n" .'- Drain：驱逐Pod'."\n", 'type' => 'string', 'required' => true, 'example' => 'Cordon', 'enum' => ['Cordon', 'Uncordon', 'Drain'], ], 'OperationParameters' => ['title' => '节点操作参数配置'."\n", 'description' => '节点操作参数配置'."\n", 'required' => false, '$ref' => '#/components/schemas/NodeOperationParameters'], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => 'Id of the request', 'type' => 'string', 'example' => '96496E6E-00B4-5F55-80F6-1844FA9E92DC'], 'NodeId' => ['description' => '节点ID。', 'type' => 'string', 'example' => 'lingjunxxxx-mgxxx-xxxx'], ], ], ], ], 'title' => '操作节点', 'description' => '您可以通过OperateNode 操作指定的资源节点，包括 禁止调度/启动调度等 操作', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"96496E6E-00B4-5F55-80F6-1844FA9E92DC\\",\\n \\"NodeId\\": \\"lingjunxxxx-mgxxx-xxxx\\"\\n}","type":"json"}]', ], 'ScaleQuota' => [ 'summary' => '您可以通过ScaleQuota扩缩容资源配额。', 'path' => '/api/v1/quotas/{QuotaId}/action/scale', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '191196', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['description' => 'Quota ID。', 'type' => 'string', 'required' => false, 'example' => 'quotamtl37ge7gkvdz'], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body。', 'type' => 'object', 'properties' => [ 'ResourceGroupIds' => [ 'description' => '资源组列表。', 'type' => 'array', 'items' => ['description' => '资源组ID。', 'type' => 'string', 'required' => false, 'example' => 'rg-aek2nxrabqavely'], 'required' => false, ], 'Min' => ['description' => '扩缩容Min Quota。'."\n" .'>NodeSpecs中填写的是扩容后的规格和数量。如果NodeSpecs中Count小于当前Quota的Count，表示缩容，否则表示扩容。>', 'required' => false, '$ref' => '#/components/schemas/ResourceSpec'], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => 'F2D0392B-D749-5C48-A98A-3FAE5C9444A6'], 'QuotaId' => ['title' => 'Quota Id', 'description' => 'Quota ID。', 'type' => 'string', 'example' => 'quotamtl37ge7gkvdz'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '扩缩容资源配额', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [ [ 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:ScaleQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F2D0392B-D749-5C48-A98A-3FAE5C9444A6\\",\\n \\"QuotaId\\": \\"quotamtl37ge7gkvdz\\"\\n}","type":"json"}]', ], 'StopTrainingJob' => [ 'path' => '/api/v1/trainingjobs/{TrainingJobId}/stop', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'deprecated' => false, 'systemTags' => [], 'parameters' => [ [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => false, 'example' => 'train76rcaupa2cz'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => '473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E'], ], ], ], ], 'title' => '停止训练任务', 'summary' => '停止一个训练任务。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'StopTrainingJob'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"473469C7-AA6F-4DC5-B3DB-A3DC0DE3C83E\\"\\n}","type":"json"}]', ], 'TagResources' => [ 'path' => '/api/v1/tags', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '202685', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body。', 'type' => 'object', 'properties' => [ 'ResourceType' => ['title' => '资源类型', 'description' => '资源类型', 'type' => 'string', 'required' => false, 'example' => 'ResourceGroup'], 'RegionId' => ['title' => '地域', 'description' => '地域', 'type' => 'string', 'required' => false, 'example' => 'cn-hangzhou'], 'ResourceId' => [ 'title' => '资源ID,最多 50个子项', 'description' => '资源ID,最多 50个子项', 'type' => 'array', 'items' => ['description' => '资源ID。', 'type' => 'string', 'required' => false, 'example' => '[\\"rgqssemfn6vjqqev\\"]'], 'required' => false, ], 'Tag' => [ 'title' => '对应新增标签列表，最多包含20个子项', 'description' => '对应新增标签列表，最多包含20个子项', 'type' => 'array', 'items' => [ 'description' => '标签信息。', 'type' => 'object', 'properties' => [ 'Key' => ['title' => '标签键', 'description' => '标签键', 'type' => 'string', 'required' => false, 'example' => 'key'], 'Value' => ['title' => '标签值', 'description' => '标签值', 'type' => 'string', 'required' => false, 'example' => 'value'], ], 'required' => false, ], 'required' => false, ], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求id', 'description' => '请求id', 'type' => 'string', 'example' => '42F23B58-3684-5443-848A-8DA81FF99712'], ], 'description' => '', ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '为指定的资源列表统一创建并绑定标签', 'summary' => '打标签接口。', 'description' => '绑定标签前，阿里云会校验资源已有标签数量。超过限制值后返回报错信息。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"42F23B58-3684-5443-848A-8DA81FF99712\\"\\n}","type":"json"}]', ], 'UntagResources' => [ 'summary' => '为指定的资源列表统一解绑标签。解绑后，如果该标签没有绑定其他任何资源，会被自动删除。', 'path' => '/api/v1/tags', 'methods' => ['delete'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '205683', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'RegionId', 'in' => 'query', 'schema' => ['title' => '地域', 'description' => '地域', 'type' => 'string', 'required' => true, 'example' => 'cn-hangzhou'], ], [ 'name' => 'ResourceType', 'in' => 'query', 'schema' => ['title' => '资源类型', 'description' => '资源类型', 'type' => 'string', 'required' => true, 'example' => 'ResourceGroup'], ], [ 'name' => 'ResourceId', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '资源ID,最多 50个子项', 'description' => '资源ID,最多 50个子项', 'type' => 'array', 'items' => ['description' => '资源列表。'."\n", 'type' => 'string', 'required' => false, 'example' => '[\\"rga2yvifxyicn1rq\\"]'], 'required' => true, ], ], [ 'name' => 'TagKey', 'in' => 'query', 'style' => 'json', 'schema' => [ 'title' => '对应标签键列表，最多包含20个子项', 'description' => '对应标签键列表，最多包含20个子项', 'type' => 'array', 'items' => ['description' => '资源的标签值。N的取值范围：1~20。一旦传入该值，可以为空字符串。最多支持128个字符，不能以`aliyun`和`acs:`开头，不能包含`http://`或者`https://`。', 'type' => 'string', 'required' => false, 'example' => 'tagKey'], 'required' => false, ], ], [ 'name' => 'All', 'in' => 'query', 'schema' => ['title' => '是否全部删除，只针对tags为空时有效。取值范围： true false True False 默认是 false', 'description' => '是否解绑实例上的所有标签，取值：'."\n" ."\n" .'- **true**：解绑实例上的所有标签。'."\n" .'- **false**：不解绑实例上的所有标签。'."\n" ."\n" .'> - 默认值为false。'."\n" .'- 如果同时传入TagKey和本参数，本参数不生效。'."\n", 'type' => 'boolean', 'required' => false, 'example' => 'false'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '公共参数，每个请求的ID都是唯一的，可用于排查和定位问题。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], ], 'description' => '', ], ], ], 'title' => '为指定的资源列表统一解绑标签', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\"\\n}","type":"json"}]', ], 'UpdateAlgorithm' => [ 'path' => '/api/v1/algorithms/{AlgorithmId}', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/x-www-form-urlencoded'], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'update', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmDescription', 'in' => 'formData', 'schema' => ['description' => '算法描述。', 'type' => 'string', 'required' => false, 'example' => 'Large language model training.'], ], [ 'name' => 'DisplayName', 'in' => 'formData', 'schema' => ['description' => '算法展示名。', 'type' => 'string', 'required' => false, 'example' => 'LLM Train'], ], [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-sidjc8134hv'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'E7C42CC7-2E85-508A-84F4-923B605FD10F'], 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-sidjc8134hv'], ], ], ], ], 'title' => '更新算法', 'summary' => '更新算法。', 'changeSet' => [ ['createdAt' => '2023-05-24T09:46:46.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'UpdateAlgorithm'], ], ], 'ramActions' => [ [ 'operationType' => 'update', 'ramAction' => [ 'action' => 'pai:UpdateAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"E7C42CC7-2E85-508A-84F4-923B605FD10F\\",\\n \\"AlgorithmId\\": \\"algo-sidjc8134hv\\"\\n}","type":"json"}]', ], 'UpdateAlgorithmVersion' => [ 'path' => '/api/v1/algorithms/{AlgorithmId}/versions/{AlgorithmVersion}', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/x-www-form-urlencoded'], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'update', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeNodes' => ['FEATURElearnP1X97H'], ], 'parameters' => [ [ 'name' => 'AlgorithmId', 'in' => 'path', 'schema' => ['description' => '算法ID。', 'type' => 'string', 'required' => false, 'example' => 'algo-sidjc8134hv'], ], [ 'name' => 'AlgorithmVersion', 'in' => 'path', 'schema' => ['description' => '算法版本。', 'type' => 'string', 'required' => false, 'example' => 'v0.0.1'], ], [ 'name' => 'AlgorithmSpec', 'in' => 'formData', 'style' => 'json', 'schema' => ['description' => '算法详情。', 'required' => false, '$ref' => '#/components/schemas/AlgorithmSpec'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'AlgorithmId' => ['description' => '算法ID。', 'type' => 'string', 'example' => 'algo-sidjc8134hv'], 'AlgorithmVersion' => ['description' => '算法版本。', 'type' => 'string', 'example' => 'v0.1.0'], ], ], ], ], 'title' => '更新算法版本', 'summary' => '更新算法版本。', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'UpdateAlgorithmVersion'], ], ], 'ramActions' => [ [ 'operationType' => 'update', 'ramAction' => [ 'action' => 'pai:UpdateAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"AlgorithmId\\": \\"algo-sidjc8134hv\\",\\n \\"AlgorithmVersion\\": \\"v0.1.0\\"\\n}","type":"json"}]', ], 'UpdateQuota' => [ 'path' => '/api/v1/quotas/{QuotaId}', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'riskType' => 'none', 'chargeType' => 'free', 'abilityTreeCode' => '191208', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'QuotaId', 'in' => 'path', 'schema' => ['description' => 'Quota ID。', 'type' => 'string', 'required' => false, 'example' => 'quota-20210126170216-mtl37ge7gkvdz'], ], [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body。', 'type' => 'object', 'properties' => [ 'Description' => ['description' => '资源配额描述。', 'type' => 'string', 'required' => false, 'example' => 'this is a test quota'], 'Labels' => [ 'description' => '用户定义标签列表。'."\n" .'此处为全量更新。', 'type' => 'array', 'items' => ['description' => '用户定义标签。', 'required' => false, '$ref' => '#/components/schemas/Label'], 'required' => false, ], 'QueueStrategy' => ['description' => 'Quota上任务的排队策略。', 'type' => 'string', 'required' => false, 'example' => 'PaiStrategyIntelligent'], 'QuotaConfig' => ['description' => '资源配额配置', 'required' => false, '$ref' => '#/components/schemas/QuotaConfig'], 'QuotaName' => ['description' => '资源配额名称', 'type' => 'string', 'required' => false, 'example' => 'test'], 'PropagateDefaultGPUDriver' => ['type' => 'boolean'], ], 'required' => false, ], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['title' => '请求Id', 'description' => '请求ID。', 'type' => 'string', 'example' => '96496E6E-00B4-5F55-80F6-1844FA9E92DC'], 'QuotaId' => ['title' => 'Quota Id', 'description' => 'Quota ID。', 'type' => 'string', 'example' => 'quota-20210126170216-mtl37ge7gkvdz'], ], ], ], ], 'staticInfo' => ['returnType' => 'synchronous'], 'title' => '更新资源配额配置', 'summary' => '您可以通过UpdateQuota更新一个资源配额信息。', 'changeSet' => [ ['createdAt' => '2024-05-23T02:06:11.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2024-05-06T05:44:37.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2023-12-13T06:59:20.000Z', 'description' => '请求参数发生变更'], ], 'flowControl' => [ 'flowControlList' => [], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"96496E6E-00B4-5F55-80F6-1844FA9E92DC\\",\\n \\"QuotaId\\": \\"quota-20210126170216-mtl37ge7gkvdz\\"\\n}","type":"json"}]', ], 'UpdateResourceGroup' => [ 'path' => '/api/v1/resources/{ResourceGroupID}', 'methods' => ['put'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'readAndWrite', 'deprecated' => false, 'systemTags' => [ 'operationType' => 'none', 'abilityTreeCode' => '143268', 'abilityTreeNodes' => ['FEATURElearn1N0SUT'], ], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body。', 'type' => 'object', 'properties' => [ 'UserVpc' => ['description' => 'Resource Group打通的VPC的信息。', 'required' => false, '$ref' => '#/components/schemas/UserVpc'], 'Unbind' => ['description' => '是否解绑Resource Group和目前已经打通的VPC。', 'type' => 'boolean', 'required' => false, 'example' => 'true'], 'Name' => ['description' => 'Resource Group名称。', 'type' => 'string', 'required' => false, 'example' => 'prophet'], 'Description' => ['description' => 'Resource Group描述', 'type' => 'string', 'required' => false, 'example' => 'test_new_havpn_tf'], ], 'required' => false, ], ], [ 'name' => 'ResourceGroupID', 'in' => 'path', 'schema' => ['description' => 'ResourceGroup的ID。', 'type' => 'string', 'required' => false, 'example' => 'rgf0zhfqn1d4ity2'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'requestId' => ['title' => 'Id of the request', 'description' => '请求ID。', 'type' => 'string', 'example' => 'FFB1D4B4-B253-540A-9B3B-AA711C48A1B7'], 'ResourceGroupID' => ['description' => 'ResourceGroup的ID。', 'type' => 'string', 'example' => 'rgf0zhfqn1d4ity2'], ], ], ], ], 'title' => '更新资源组', 'summary' => '您可以通过UpdateResourceGroup更新资源组信息。', 'changeSet' => [ ['createdAt' => '2024-01-04T03:16:22.000Z', 'description' => '请求参数发生变更'], ['createdAt' => '2022-06-29T07:14:57.000Z', 'description' => 'OpenAPI 下线'], ], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'UpdateResourceGroup'], ], ], 'ramActions' => [ [ 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:UpdateResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], ], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"requestId\\": \\"FFB1D4B4-B253-540A-9B3B-AA711C48A1B7\\",\\n \\"ResourceGroupID\\": \\"rgf0zhfqn1d4ity2\\"\\n}","type":"json"}]', ], 'UpdateTrainingJobLabels' => [ 'summary' => '更新训练任务的标签。', 'path' => '/api/v1/trainingjobs/{TrainingJobId}/labels', 'methods' => ['post'], 'schemes' => ['http', 'https'], 'security' => [ [ 'AK' => [], ], ], 'consumes' => ['application/json'], 'produces' => ['application/json'], 'operationType' => 'write', 'deprecated' => false, 'systemTags' => [], 'parameters' => [ [ 'name' => 'body', 'in' => 'body', 'style' => 'json', 'schema' => [ 'description' => '请求body参数。', 'type' => 'object', 'properties' => [ 'Labels' => [ 'description' => '标签列表。', 'type' => 'array', 'items' => [ 'description' => '标签。', 'type' => 'object', 'properties' => [ 'Key' => ['description' => '标签键。', 'type' => 'string', 'required' => false, 'example' => 'RootModelID'], 'Value' => ['description' => '标签值。', 'type' => 'string', 'required' => false, 'example' => 'model-ad8cv770kl'], ], 'required' => false, ], 'required' => false, ], ], 'required' => false, ], ], [ 'name' => 'TrainingJobId', 'in' => 'path', 'schema' => ['description' => '训练任务ID。', 'type' => 'string', 'required' => true, 'example' => 'train76rcaupa2cz'], ], ], 'responses' => [ 200 => [ 'schema' => [ 'title' => 'Schema of Response', 'description' => 'Schema of Response', 'type' => 'object', 'properties' => [ 'RequestId' => ['description' => '请求ID。', 'type' => 'string', 'example' => 'F082BD0D-21E1-5F9B-81A0-AB07485B03CD'], ], ], ], ], 'title' => '更新训练任务标签', 'changeSet' => [], 'flowControl' => [ 'flowControlList' => [ ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'UpdateTrainingJobLabels'], ], ], 'ramActions' => [], 'responseDemo' => '[{"errorExample":"","example":"{\\n \\"RequestId\\": \\"F082BD0D-21E1-5F9B-81A0-AB07485B03CD\\"\\n}","type":"json"}]', ], ], 'endpoints' => [ ['regionId' => 'cn-wulanchabu', 'regionName' => '华北6（乌兰察布）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-wulanchabu.aliyuncs.com', 'endpoint' => 'pai.cn-wulanchabu.aliyuncs.com', 'vpc' => 'pai-vpc.cn-wulanchabu.aliyuncs.com'], ['regionId' => 'cn-beijing', 'regionName' => '华北2（北京）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-beijing.aliyuncs.com', 'endpoint' => 'pai.cn-beijing.aliyuncs.com', 'vpc' => 'pai-vpc.cn-beijing.aliyuncs.com'], ['regionId' => 'cn-shanghai', 'regionName' => '华东2（上海）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-shanghai.aliyuncs.com', 'endpoint' => 'pai.cn-shanghai.aliyuncs.com', 'vpc' => 'pai-vpc.cn-shanghai.aliyuncs.com'], ['regionId' => 'cn-hongkong', 'regionName' => '中国香港', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-hongkong.aliyuncs.com', 'endpoint' => 'pai.cn-hongkong.aliyuncs.com', 'vpc' => 'pai-vpc.cn-hongkong.aliyuncs.com'], ['regionId' => 'cn-shenzhen', 'regionName' => '华南1（深圳）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-shenzhen.aliyuncs.com', 'endpoint' => 'pai.cn-shenzhen.aliyuncs.com', 'vpc' => 'pai-vpc.cn-shenzhen.aliyuncs.com'], ['regionId' => 'ap-northeast-2', 'regionName' => '韩国（首尔）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-northeast-2.aliyuncs.com', 'endpoint' => 'pai.ap-northeast-2.aliyuncs.com', 'vpc' => 'pai-vpc.ap-northeast-2.aliyuncs.com'], ['regionId' => 'ap-northeast-1', 'regionName' => '日本（东京）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-northeast-1.aliyuncs.com', 'endpoint' => 'pai.ap-northeast-1.aliyuncs.com', 'vpc' => 'pai-vpc.ap-northeast-1.aliyuncs.com'], ['regionId' => 'cn-guangzhou', 'regionName' => '华南3（广州）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-guangzhou.aliyuncs.com', 'endpoint' => 'pai.cn-guangzhou.aliyuncs.com', 'vpc' => 'pai-vpc.cn-guangzhou.aliyuncs.com'], ['regionId' => 'ap-southeast-1', 'regionName' => '新加坡', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-southeast-1.aliyuncs.com', 'endpoint' => 'pai.ap-southeast-1.aliyuncs.com', 'vpc' => 'pai-vpc.ap-southeast-1.aliyuncs.com'], ['regionId' => 'ap-southeast-3', 'regionName' => '马来西亚（吉隆坡）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-southeast-3.aliyuncs.com', 'endpoint' => 'pai.ap-southeast-3.aliyuncs.com', 'vpc' => 'pai-vpc.ap-southeast-3.aliyuncs.com'], ['regionId' => 'ap-southeast-5', 'regionName' => '印度尼西亚（雅加达）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-southeast-5.aliyuncs.com', 'endpoint' => 'pai.ap-southeast-5.aliyuncs.com', 'vpc' => 'pai-vpc.ap-southeast-5.aliyuncs.com'], ['regionId' => 'cn-hangzhou', 'regionName' => '华东1（杭州）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.cn-hangzhou.aliyuncs.com', 'endpoint' => 'pai.cn-hangzhou.aliyuncs.com', 'vpc' => 'pai-vpc.cn-hangzhou.aliyuncs.com'], ['regionId' => 'ap-southeast-8', 'regionName' => '马来西亚（柔佛州）', 'areaId' => 'asiaPacific', 'areaName' => '亚太', 'public' => 'pai.ap-southeast-8.aliyuncs.com', 'endpoint' => 'pai.ap-southeast-8.aliyuncs.com', 'vpc' => 'pai-vpc.ap-southeast-8.aliyuncs.com'], ['regionId' => 'us-east-1', 'regionName' => '美国（弗吉尼亚）', 'areaId' => 'europeAmerica', 'areaName' => '欧洲与美洲', 'public' => 'pai.us-east-1.aliyuncs.com', 'endpoint' => 'pai.us-east-1.aliyuncs.com', 'vpc' => 'pai-vpc.us-east-1.aliyuncs.com'], ['regionId' => 'us-west-1', 'regionName' => '美国（硅谷）', 'areaId' => 'europeAmerica', 'areaName' => '欧洲与美洲', 'public' => 'pai.us-west-1.aliyuncs.com', 'endpoint' => 'pai.us-west-1.aliyuncs.com', 'vpc' => 'pai-vpc.us-west-1.aliyuncs.com'], ['regionId' => 'eu-central-1', 'regionName' => '德国（法兰克福）', 'areaId' => 'europeAmerica', 'areaName' => '欧洲与美洲', 'public' => 'pai.eu-central-1.aliyuncs.com', 'endpoint' => 'pai.eu-central-1.aliyuncs.com', 'vpc' => 'pai-vpc.eu-central-1.aliyuncs.com'], ['regionId' => 'cn-shanghai-finance-1', 'regionName' => '华东2 金融云', 'areaId' => 'industryCloud', 'areaName' => '行业云', 'public' => 'pai.cn-shanghai-finance-1.aliyuncs.com', 'endpoint' => 'pai.cn-shanghai-finance-1.aliyuncs.com', 'vpc' => 'pai-vpc.cn-shanghai-finance-1.aliyuncs.com'], ], 'errorCodes' => [ ['code' => 'DMS1000001', 'message' => 'Request failed.', 'http_code' => 500, 'description' => '请求失败'], ], 'changeSet' => [ [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2025-11-25T06:20:33.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'GetQuota'], ], 'createdAt' => '2025-11-12T09:21:36.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateQuota'], ['description' => '响应参数发生变更', 'api' => 'GetQuota'], ['description' => '请求参数发生变更', 'api' => 'ListQuotas'], ], 'createdAt' => '2025-11-06T13:03:55.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListNodes'], ], 'createdAt' => '2025-11-04T03:55:37.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListNodes'], ], 'createdAt' => '2025-04-16T09:53:08.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListResourceGroupMachineGroups'], ], 'createdAt' => '2025-03-19T07:07:25.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListNodes'], ], 'createdAt' => '2025-03-13T10:38:48.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListQuotaWorkloads'], ], 'createdAt' => '2025-02-19T12:19:47.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2024-11-18T02:49:00.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobMetrics'], ], 'createdAt' => '2024-11-06T02:28:55.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2024-10-17T03:44:21.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'DeleteAlgorithmVersion'], ], 'createdAt' => '2024-09-25T02:19:42.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ], 'createdAt' => '2024-09-23T07:12:46.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2024-08-07T03:10:56.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobInstanceMetrics'], ], 'createdAt' => '2024-08-06T02:04:52.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2024-07-19T02:50:28.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobOutputModels'], ], 'createdAt' => '2024-07-11T04:11:22.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobOutputModels'], ], 'createdAt' => '2024-07-11T03:59:08.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListQuotas'], ], 'createdAt' => '2024-07-04T13:23:12.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ], 'createdAt' => '2024-07-03T03:12:41.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetMachineGroup'], ['description' => '请求参数发生变更', 'api' => 'ListResourceGroupMachineGroups'], ], 'createdAt' => '2024-05-23T02:15:19.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'UpdateQuota'], ], 'createdAt' => '2024-05-23T02:06:24.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2024-05-09T10:31:32.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'GetQuota'], ], 'createdAt' => '2024-05-09T05:27:58.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListQuotas'], ], 'createdAt' => '2024-05-09T02:33:27.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'UpdateQuota'], ], 'createdAt' => '2024-05-06T05:44:59.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListQuotas'], ], 'createdAt' => '2024-03-19T09:18:19.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2024-03-14T08:13:00.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2024-02-29T07:28:02.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListQuotas'], ], 'createdAt' => '2024-01-24T08:33:31.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateResourceGroup'], ['description' => '请求参数发生变更、响应参数发生变更', 'api' => 'GetResourceGroup'], ['description' => '请求参数发生变更、响应参数发生变更', 'api' => 'GetResourceGroupMachineGroup'], ['description' => '请求参数发生变更', 'api' => 'UpdateResourceGroup'], ], 'createdAt' => '2024-01-04T03:16:31.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2023-12-26T10:28:24.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2023-12-15T03:13:16.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'UpdateQuota'], ], 'createdAt' => '2023-12-13T06:59:30.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2023-12-07T04:21:37.000Z', 'description' => '', ], [ 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'createdAt' => '2023-08-22T03:17:23.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ], 'createdAt' => '2023-08-15T11:50:59.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateAlgorithm'], ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetAlgorithm'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'ListAlgorithms'], ['description' => '响应参数发生变更', 'api' => 'ListTrainingJobs'], ['description' => '请求参数发生变更', 'api' => 'UpdateAlgorithm'], ], 'createdAt' => '2023-05-24T09:46:53.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateResourceGroup'], ['description' => '响应参数发生变更', 'api' => 'GetResourceGroup'], ['description' => '请求参数发生变更', 'api' => 'ListResourceGroups'], ], 'createdAt' => '2023-05-11T03:07:06.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'ListResourceGroups'], ], 'createdAt' => '2023-04-26T12:57:03.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ['description' => '响应参数发生变更', 'api' => 'GetTrainingJob'], ['description' => '响应参数发生变更、响应参数发生变更', 'api' => 'ListTrainingJobs'], ], 'createdAt' => '2023-04-20T02:19:58.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetResourceGroup'], ], 'createdAt' => '2023-04-10T09:57:42.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetResourceGroup'], ], 'createdAt' => '2023-04-06T05:56:48.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateResourceGroup'], ['description' => '请求参数发生变更', 'api' => 'GetResourceGroup'], ], 'createdAt' => '2023-04-04T06:45:10.000Z', 'description' => '', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateTrainingJob'], ], 'createdAt' => 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[ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'ListAlgorithms'], ], 'createdAt' => '2022-09-09T09:37:46.000Z', 'description' => 'fix error.', ], [ 'apis' => [ ['description' => 'OpenAPI 下线', 'api' => 'GetNodeMetrics'], ], 'createdAt' => '2022-09-02T14:39:22.000Z', 'description' => 'd', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetResourceGroup'], ], 'createdAt' => '2022-08-03T03:11:58.000Z', 'description' => '更新超时threshold', ], [ 'apis' => [ ['description' => '响应参数发生变更', 'api' => 'GetResourceGroupMachineGroup'], ['description' => 'OpenAPI 下线', 'api' => 'GetResourceGroupRequest'], ['description' => 'OpenAPI 下线', 'api' => 'GetResourceGroupTotal'], ], 'createdAt' => '2022-07-21T07:16:25.000Z', 'description' => 'dashboard相关的API发布上线', ], [ 'apis' => [ ['description' => '请求参数发生变更', 'api' => 'CreateResourceGroup'], ['description' => 'OpenAPI 下线', 'api' => 'UpdateResourceGroup'], ], 'createdAt' => '2022-07-01T08:14:21.000Z', 'description' => 'UpdateResourceGroup', ], [ 'apis' => [ ['description' => 'OpenAPI 下线', 'api' => 'CreateAlgorithm'], ['description' => 'OpenAPI 下线', 'api' => 'CreateAlgorithmVersion'], ['description' => 'OpenAPI 下线', 'api' => 'CreateTrainingJob'], ['description' => 'OpenAPI 下线', 'api' => 'GetAlgorithm'], ['description' => 'OpenAPI 下线', 'api' => 'GetAlgorithmVersion'], ['description' => 'OpenAPI 下线', 'api' => 'ListAlgorithms'], ['description' => 'OpenAPI 下线', 'api' => 'ListAlgorithmVersions'], ['description' => 'OpenAPI 下线', 'api' => 'ListTrainingJobLogs'], ['description' => 'OpenAPI 下线', 'api' => 'ListTrainingJobMetrics'], ], 'createdAt' => '2022-04-27T11:13:17.000Z', 'description' => 'PAI基于云原生推出了全新的算法训练服务，基于此API支持用户直接调用PAI提供的内置算法，创建训练任务、查看任务的详情、运行日志、算法的Metrics等', ], [ 'apis' => [ ['description' => 'OpenAPI 下线', 'api' => 'CreateResourceGroup'], ['description' => 'OpenAPI 下线', 'api' => 'DeleteMachineGroup'], ['description' => 'OpenAPI 下线', 'api' => 'DeleteResourceGroup'], ['description' => 'OpenAPI 下线', 'api' => 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'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroupRequest'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobInstanceEvents'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetTrainingJobLatestMetrics'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetAlgorithmVersion'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteAlgorithm'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobLogs'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteTrainingJobLabels'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetResourceGroup'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListResourceGroupMachineGroups'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteResourceGroupMachineGroup'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetUserViewMetrics'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobMetrics'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListResourceGroups'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'UpdateAlgorithm'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListAlgorithmVersions'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetAlgorithm'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'ListTrainingJobEvents'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'CreateAlgorithmVersion'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteAlgorithmVersion'], ['threshold' => '100', 'countWindow' => 1, 'regionId' => '*', 'api' => 'DeleteMachineGroup'], ['threshold' => '500', 'countWindow' => 1, 'regionId' => '*', 'api' => 'GetTrainingJob'], ], ], 'ram' => [ 'productCode' => 'PaiStudio', 'productName' => '人工智能平台 PAI', 'ramCodes' => ['pai', 'paidesigner', 'paiartlab'], 'ramLevel' => '资源级', 'ramConditions' => [], 'ramActions' => [ [ 'apiName' => 'ListQuotas', 'description' => '获取资源配额列表', 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListQuotas', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'GetResourceGroup', 'description' => '获取资源组详情', 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], [ 'apiName' => 'CreateAlgorithm', 'description' => '创建算法', 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'CreateResourceGroup', 'description' => '创建资源组', 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], [ 'apiName' => 'ListResourceGroupMachineGroups', 'description' => '获取机器组列表', 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListResourceGroupMachineGroups', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'GetAlgorithmVersion', 'description' => '获取算法版本详情', 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'GetQuota', 'description' => '获取资源配额详情', 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:GetQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'GetResourceGroupMachineGroup', 'description' => '获取机器组详情', 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetResourceGroupMachineGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'MachineGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}/machinegroup/{#MachineGroupId}'], ], ], ], [ 'apiName' => 'ListAlgorithms', 'description' => '获取算法详情列表', 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListAlgorithms', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'DeleteQuota', 'description' => '删除资源配额', 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:DeleteQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'GetAlgorithm', 'description' => '获取算法详情', 'operationType' => 'get', 'ramAction' => [ 'action' => 'pai:GetAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'DeleteAlgorithmVersion', 'description' => '删除算法版本', 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'ListResourceGroups', 'description' => '获取资源组列表', 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListResourceGroups', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'DeleteResourceGroup', 'description' => '删除资源组', 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], [ 'apiName' => 'UpdateResourceGroup', 'description' => '更新资源组', 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:UpdateResourceGroup', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ], ], ], [ 'apiName' => 'UpdateAlgorithmVersion', 'description' => '更新算法版本', 'operationType' => 'update', 'ramAction' => [ 'action' => 'pai:UpdateAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'DeleteAlgorithm', 'description' => '删除算法', 'operationType' => 'delete', 'ramAction' => [ 'action' => 'pai:DeleteAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'CreateQuota', 'description' => '创建资源配额', 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:CreateQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'ScaleQuota', 'description' => '扩缩容资源配额', 'operationType' => 'none', 'ramAction' => [ 'action' => 'pai:ScaleQuota', 'authLevel' => 'resource', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'UpdateAlgorithm', 'description' => '更新算法', 'operationType' => 'update', 'ramAction' => [ 'action' => 'pai:UpdateAlgorithm', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'ListAlgorithmVersions', 'description' => '获取算法版本详情列表', 'operationType' => 'list', 'ramAction' => [ 'action' => 'pai:ListAlgorithmVersions', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], [ 'apiName' => 'CreateAlgorithmVersion', 'description' => '创建算法版本', 'operationType' => 'create', 'ramAction' => [ 'action' => 'pai:CreateAlgorithmVersion', 'authLevel' => 'operate', 'actionConditions' => [], 'resources' => [ ['validationType' => 'always', 'product' => 'PaiStudio', 'resourceType' => '全部资源', 'arn' => '*'], ], ], ], ], 'resourceTypes' => [ ['validationType' => 'always', 'resourceType' => 'ResourceGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}'], ['validationType' => 'always', 'resourceType' => 'Quota', 'arn' => 'acs:paiplugin:{#regionId}:{#accountId}:quota/{#QuotaId}'], ['validationType' => 'always', 'resourceType' => 'MachineGroup', 'arn' => 'acs:pai:{#regionId}:{#accountId}:resourcegroup/{#ResourceGroupId}/machinegroup/{#MachineGroupId}'], ['validationType' => 'always', 'resourceType' => 'Quota', 'arn' => 'acs:pai:{#regionId}:{#accountId}:quota'], ], ], ];