prowler-sdk-poc

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"ClientToken" ], "members": { "ModelName": {}, "InferenceSchedulerName": {}, "DataDelayOffsetInMinutes": { "type": "long" }, "DataUploadFrequency": {}, "DataInputConfiguration": { "shape": "Sj" }, "DataOutputConfiguration": { "shape": "Sr" }, "RoleArn": {}, "ServerSideKmsKeyId": {}, "ClientToken": { "idempotencyToken": true }, "Tags": { "shape": "S7" } } }, "output": { "type": "structure", "members": { "InferenceSchedulerArn": {}, "InferenceSchedulerName": {}, "Status": {} } } }, "CreateModel": { "input": { "type": "structure", "required": [ "ModelName", "DatasetName", "ClientToken" ], "members": { "ModelName": {}, "DatasetName": {}, "DatasetSchema": { "shape": "S3" }, "LabelsInputConfiguration": { "shape": "Sz" }, "ClientToken": { "idempotencyToken": true }, "TrainingDataStartTime": { "type": "timestamp" }, "TrainingDataEndTime": { "type": "timestamp" }, "EvaluationDataStartTime": { "type": "timestamp" }, "EvaluationDataEndTime": { "type": "timestamp" }, "RoleArn": {}, "DataPreProcessingConfiguration": { "shape": "S12" }, "ServerSideKmsKeyId": {}, "Tags": { "shape": "S7" }, "OffCondition": {} } }, "output": { "type": "structure", "members": { "ModelArn": {}, "Status": {} } } }, "DeleteDataset": { "input": { "type": "structure", "required": [ "DatasetName" ], "members": { "DatasetName": {} } } }, "DeleteInferenceScheduler": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "InferenceSchedulerName": {} } } }, "DeleteModel": { "input": { "type": "structure", "required": [ "ModelName" ], "members": { "ModelName": {} } } }, "DescribeDataIngestionJob": { "input": { "type": "structure", "required": [ "JobId" ], "members": { "JobId": {} } }, "output": { "type": "structure", "members": { "JobId": {}, "DatasetArn": {}, "IngestionInputConfiguration": { "shape": "S1f" }, "RoleArn": {}, "CreatedAt": { "type": "timestamp" }, "Status": {}, "FailedReason": {} } } }, "DescribeDataset": { "input": { "type": "structure", "required": [ "DatasetName" ], "members": { "DatasetName": {} } }, "output": { "type": "structure", "members": { "DatasetName": {}, "DatasetArn": {}, "CreatedAt": { "type": "timestamp" }, "LastUpdatedAt": { "type": "timestamp" }, "Status": {}, "Schema": { "jsonvalue": true }, "ServerSideKmsKeyId": {}, "IngestionInputConfiguration": { "shape": "S1f" } } } }, "DescribeInferenceScheduler": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "InferenceSchedulerName": {} } }, "output": { "type": "structure", "members": { "ModelArn": {}, "ModelName": {}, "InferenceSchedulerName": {}, "InferenceSchedulerArn": {}, "Status": {}, "DataDelayOffsetInMinutes": { "type": "long" }, "DataUploadFrequency": {}, "CreatedAt": { "type": "timestamp" }, "UpdatedAt": { "type": "timestamp" }, "DataInputConfiguration": { "shape": "Sj" }, "DataOutputConfiguration": { "shape": "Sr" }, "RoleArn": {}, "ServerSideKmsKeyId": {} } } }, "DescribeModel": { "input": { "type": "structure", "required": [ "ModelName" ], "members": { "ModelName": {} } }, "output": { "type": "structure", "members": { "ModelName": {}, "ModelArn": {}, "DatasetName": {}, "DatasetArn": {}, "Schema": { "jsonvalue": true }, "LabelsInputConfiguration": { "shape": "Sz" }, "TrainingDataStartTime": { "type": "timestamp" }, "TrainingDataEndTime": { "type": "timestamp" }, "EvaluationDataStartTime": { "type": "timestamp" }, "EvaluationDataEndTime": { "type": "timestamp" }, "RoleArn": {}, "DataPreProcessingConfiguration": { "shape": "S12" }, "Status": {}, "TrainingExecutionStartTime": { "type": "timestamp" }, "TrainingExecutionEndTime": { "type": "timestamp" }, "FailedReason": {}, "ModelMetrics": { "jsonvalue": true }, "LastUpdatedTime": { "type": "timestamp" }, "CreatedAt": { "type": "timestamp" }, "ServerSideKmsKeyId": {}, "OffCondition": {} } } }, "ListDataIngestionJobs": { "input": { "type": "structure", "members": { "DatasetName": {}, "NextToken": {}, "MaxResults": { "type": "integer" }, "Status": {} } }, "output": { "type": "structure", "members": { "NextToken": {}, "DataIngestionJobSummaries": { "type": "list", "member": { "type": "structure", "members": { "JobId": {}, "DatasetName": {}, "DatasetArn": {}, "IngestionInputConfiguration": { "shape": "S1f" }, "Status": {} } } } } } }, "ListDatasets": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "DatasetNameBeginsWith": {} } }, "output": { "type": "structure", "members": { "NextToken": {}, "DatasetSummaries": { "type": "list", "member": { "type": "structure", "members": { "DatasetName": {}, "DatasetArn": {}, "Status": {}, "CreatedAt": { "type": "timestamp" } } } } } } }, "ListInferenceExecutions": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "InferenceSchedulerName": {}, "DataStartTimeAfter": { "type": "timestamp" }, "DataEndTimeBefore": { "type": "timestamp" }, "Status": {} } }, "output": { "type": "structure", "members": { "NextToken": {}, "InferenceExecutionSummaries": { "type": "list", "member": { "type": "structure", "members": { "ModelName": {}, "ModelArn": {}, "InferenceSchedulerName": {}, "InferenceSchedulerArn": {}, "ScheduledStartTime": { "type": "timestamp" }, "DataStartTime": { "type": "timestamp" }, "DataEndTime": { "type": "timestamp" }, "DataInputConfiguration": { "shape": "Sj" }, "DataOutputConfiguration": { "shape": "Sr" }, "CustomerResultObject": { "type": "structure", "required": [ "Bucket", "Key" ], "members": { "Bucket": {}, "Key": {} } }, "Status": {}, "FailedReason": {} } } } } } }, "ListInferenceSchedulers": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "InferenceSchedulerNameBeginsWith": {}, "ModelName": {} } }, "output": { "type": "structure", "members": { "NextToken": {}, "InferenceSchedulerSummaries": { "type": "list", "member": { "type": "structure", "members": { "ModelName": {}, "ModelArn": {}, "InferenceSchedulerName": {}, "InferenceSchedulerArn": {}, "Status": {}, "DataDelayOffsetInMinutes": { "type": "long" }, "DataUploadFrequency": {} } } } } } }, "ListModels": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "Status": {}, "ModelNameBeginsWith": {}, "DatasetNameBeginsWith": {} } }, "output": { "type": "structure", "members": { "NextToken": {}, "ModelSummaries": { "type": "list", "member": { "type": "structure", "members": { "ModelName": {}, "ModelArn": {}, "DatasetName": {}, "DatasetArn": {}, "Status": {}, "CreatedAt": { "type": "timestamp" } } } } } } }, "ListTagsForResource": { "input": { "type": "structure", "required": [ "ResourceArn" ], "members": { "ResourceArn": {} } }, "output": { "type": "structure", "members": { "Tags": { "shape": "S7" } } } }, "StartDataIngestionJob": { "input": { "type": "structure", "required": [ "DatasetName", "IngestionInputConfiguration", "RoleArn", "ClientToken" ], "members": { "DatasetName": {}, "IngestionInputConfiguration": { "shape": "S1f" }, "RoleArn": {}, "ClientToken": { "idempotencyToken": true } } }, "output": { "type": "structure", "members": { "JobId": {}, "Status": {} } } }, "StartInferenceScheduler": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "InferenceSchedulerName": {} } }, "output": { "type": "structure", "members": { "ModelArn": {}, "ModelName": {}, "InferenceSchedulerName": {}, "InferenceSchedulerArn": {}, "Status": {} } } }, "StopInferenceScheduler": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "InferenceSchedulerName": {} } }, "output": { "type": "structure", "members": { "ModelArn": {}, "ModelName": {}, "InferenceSchedulerName": {}, "InferenceSchedulerArn": {}, "Status": {} } } }, "TagResource": { "input": { "type": "structure", "required": [ "ResourceArn", "Tags" ], "members": { "ResourceArn": {}, "Tags": { "shape": "S7" } } }, "output": { "type": "structure", "members": {} } }, "UntagResource": { "input": { "type": "structure", "required": [ "ResourceArn", "TagKeys" ], "members": { "ResourceArn": {}, "TagKeys": { "type": "list", "member": {} } } }, "output": { "type": "structure", "members": {} } }, "UpdateInferenceScheduler": { "input": { "type": "structure", "required": [ "InferenceSchedulerName" ], "members": { "InferenceSchedulerName": {}, "DataDelayOffsetInMinutes": { "type": "long" }, "DataUploadFrequency": {}, "DataInputConfiguration": { "shape": "Sj" }, "DataOutputConfiguration": { "shape": "Sr" }, "RoleArn": {} } } } }, "shapes": { "S3": { "type": "structure", "members": { "InlineDataSchema": { "jsonvalue": true } } }, "S7": { "type": "list", "member": { "type": "structure", "required": [ "Key", "Value" ], "members": { "Key": {}, "Value": {} } } }, "Sj": { "type": "structure", "members": { "S3InputConfiguration": { "type": "structure", "required": [ "Bucket" ], "members": { "Bucket": {}, "Prefix": {} } }, "InputTimeZoneOffset": {}, "InferenceInputNameConfiguration": { "type": "structure", "members": { "TimestampFormat": {}, "ComponentTimestampDelimiter": {} } } } }, "Sr": { "type": "structure", "required": [ "S3OutputConfiguration" ], "members": { "S3OutputConfiguration": { "type": "structure", "required": [ "Bucket" ], "members": { "Bucket": {}, "Prefix": {} } }, "KmsKeyId": {} } }, "Sz": { "type": "structure", "required": [ "S3InputConfiguration" ], "members": { "S3InputConfiguration": { "type": "structure", "required": [ "Bucket" ], "members": { "Bucket": {}, "Prefix": {} } } } }, "S12": { "type": "structure", "members": { "TargetSamplingRate": {} } }, "S1f": { "type": "structure", "required": [ "S3InputConfiguration" ], "members": { "S3InputConfiguration": { "type": "structure", "required": [ "Bucket" ], "members": { "Bucket": {}, "Prefix": {} } } } } } }