{
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    "endpointPrefix":"lookoutequipment",
    "jsonVersion":"1.0",
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    "serviceAbbreviation":"LookoutEquipment",
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        "DataInputConfiguration":{"shape":"InferenceInputConfiguration"},
        "DataOutputConfiguration":{"shape":"InferenceOutputConfiguration"},
        "RoleArn":{"shape":"IamRoleArn"},
        "ServerSideKmsKeyId":{"shape":"NameOrArn"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        },
        "Tags":{"shape":"TagList"}
      }
    },
    "CreateInferenceSchedulerResponse":{
      "type":"structure",
      "members":{
        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
        "Status":{"shape":"InferenceSchedulerStatus"}
      }
    },
    "CreateLabelGroupRequest":{
      "type":"structure",
      "required":[
        "LabelGroupName",
        "ClientToken"
      ],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "FaultCodes":{"shape":"FaultCodes"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        },
        "Tags":{"shape":"TagList"}
      }
    },
    "CreateLabelGroupResponse":{
      "type":"structure",
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "LabelGroupArn":{"shape":"LabelGroupArn"}
      }
    },
    "CreateLabelRequest":{
      "type":"structure",
      "required":[
        "LabelGroupName",
        "StartTime",
        "EndTime",
        "Rating",
        "ClientToken"
      ],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "StartTime":{"shape":"Timestamp"},
        "EndTime":{"shape":"Timestamp"},
        "Rating":{"shape":"LabelRating"},
        "FaultCode":{"shape":"FaultCode"},
        "Notes":{"shape":"Comments"},
        "Equipment":{"shape":"Equipment"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        }
      }
    },
    "CreateLabelResponse":{
      "type":"structure",
      "members":{
        "LabelId":{"shape":"LabelId"}
      }
    },
    "CreateModelRequest":{
      "type":"structure",
      "required":[
        "ModelName",
        "DatasetName",
        "ClientToken"
      ],
      "members":{
        "ModelName":{"shape":"ModelName"},
        "DatasetName":{"shape":"DatasetIdentifier"},
        "DatasetSchema":{"shape":"DatasetSchema"},
        "LabelsInputConfiguration":{"shape":"LabelsInputConfiguration"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        },
        "TrainingDataStartTime":{"shape":"Timestamp"},
        "TrainingDataEndTime":{"shape":"Timestamp"},
        "EvaluationDataStartTime":{"shape":"Timestamp"},
        "EvaluationDataEndTime":{"shape":"Timestamp"},
        "RoleArn":{"shape":"IamRoleArn"},
        "DataPreProcessingConfiguration":{"shape":"DataPreProcessingConfiguration"},
        "ServerSideKmsKeyId":{"shape":"NameOrArn"},
        "Tags":{"shape":"TagList"},
        "OffCondition":{"shape":"OffCondition"}
      }
    },
    "CreateModelResponse":{
      "type":"structure",
      "members":{
        "ModelArn":{"shape":"ModelArn"},
        "Status":{"shape":"ModelStatus"}
      }
    },
    "CreateRetrainingSchedulerRequest":{
      "type":"structure",
      "required":[
        "ModelName",
        "RetrainingFrequency",
        "LookbackWindow",
        "ClientToken"
      ],
      "members":{
        "ModelName":{"shape":"ModelName"},
        "RetrainingStartDate":{"shape":"Timestamp"},
        "RetrainingFrequency":{"shape":"RetrainingFrequency"},
        "LookbackWindow":{"shape":"LookbackWindow"},
        "PromoteMode":{"shape":"ModelPromoteMode"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        }
      }
    },
    "CreateRetrainingSchedulerResponse":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "Status":{"shape":"RetrainingSchedulerStatus"}
      }
    },
    "DataDelayOffsetInMinutes":{
      "type":"long",
      "max":60,
      "min":0
    },
    "DataIngestionJobSummaries":{
      "type":"list",
      "member":{"shape":"DataIngestionJobSummary"}
    },
    "DataIngestionJobSummary":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"IngestionJobId"},
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "IngestionInputConfiguration":{"shape":"IngestionInputConfiguration"},
        "Status":{"shape":"IngestionJobStatus"}
      }
    },
    "DataPreProcessingConfiguration":{
      "type":"structure",
      "members":{
        "TargetSamplingRate":{"shape":"TargetSamplingRate"}
      }
    },
    "DataQualitySummary":{
      "type":"structure",
      "required":[
        "InsufficientSensorData",
        "MissingSensorData",
        "InvalidSensorData",
        "UnsupportedTimestamps",
        "DuplicateTimestamps"
      ],
      "members":{
        "InsufficientSensorData":{"shape":"InsufficientSensorData"},
        "MissingSensorData":{"shape":"MissingSensorData"},
        "InvalidSensorData":{"shape":"InvalidSensorData"},
        "UnsupportedTimestamps":{"shape":"UnsupportedTimestamps"},
        "DuplicateTimestamps":{"shape":"DuplicateTimestamps"}
      }
    },
    "DataSizeInBytes":{
      "type":"long",
      "min":0
    },
    "DataUploadFrequency":{
      "type":"string",
      "enum":[
        "PT5M",
        "PT10M",
        "PT15M",
        "PT30M",
        "PT1H"
      ]
    },
    "DatasetArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\\-]*:[0-9]{12}:dataset\\/.+"
    },
    "DatasetIdentifier":{
      "type":"string",
      "max":200,
      "min":1,
      "pattern":"^[0-9a-zA-Z_-]{1,200}$"
    },
    "DatasetName":{
      "type":"string",
      "max":200,
      "min":1,
      "pattern":"^[0-9a-zA-Z_-]{1,200}$"
    },
    "DatasetSchema":{
      "type":"structure",
      "members":{
        "InlineDataSchema":{
          "shape":"InlineDataSchema",
          "jsonvalue":true
        }
      }
    },
    "DatasetStatus":{
      "type":"string",
      "enum":[
        "CREATED",
        "INGESTION_IN_PROGRESS",
        "ACTIVE",
        "IMPORT_IN_PROGRESS"
      ]
    },
    "DatasetSummaries":{
      "type":"list",
      "member":{"shape":"DatasetSummary"}
    },
    "DatasetSummary":{
      "type":"structure",
      "members":{
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "Status":{"shape":"DatasetStatus"},
        "CreatedAt":{"shape":"Timestamp"}
      }
    },
    "DeleteDatasetRequest":{
      "type":"structure",
      "required":["DatasetName"],
      "members":{
        "DatasetName":{"shape":"DatasetIdentifier"}
      }
    },
    "DeleteInferenceSchedulerRequest":{
      "type":"structure",
      "required":["InferenceSchedulerName"],
      "members":{
        "InferenceSchedulerName":{"shape":"InferenceSchedulerIdentifier"}
      }
    },
    "DeleteLabelGroupRequest":{
      "type":"structure",
      "required":["LabelGroupName"],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"}
      }
    },
    "DeleteLabelRequest":{
      "type":"structure",
      "required":[
        "LabelGroupName",
        "LabelId"
      ],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "LabelId":{"shape":"LabelId"}
      }
    },
    "DeleteModelRequest":{
      "type":"structure",
      "required":["ModelName"],
      "members":{
        "ModelName":{"shape":"ModelName"}
      }
    },
    "DeleteResourcePolicyRequest":{
      "type":"structure",
      "required":["ResourceArn"],
      "members":{
        "ResourceArn":{"shape":"ResourceArn"}
      }
    },
    "DeleteRetrainingSchedulerRequest":{
      "type":"structure",
      "required":["ModelName"],
      "members":{
        "ModelName":{"shape":"ModelName"}
      }
    },
    "DescribeDataIngestionJobRequest":{
      "type":"structure",
      "required":["JobId"],
      "members":{
        "JobId":{"shape":"IngestionJobId"}
      }
    },
    "DescribeDataIngestionJobResponse":{
      "type":"structure",
      "members":{
        "JobId":{"shape":"IngestionJobId"},
        "DatasetArn":{"shape":"DatasetArn"},
        "IngestionInputConfiguration":{"shape":"IngestionInputConfiguration"},
        "RoleArn":{"shape":"IamRoleArn"},
        "CreatedAt":{"shape":"Timestamp"},
        "Status":{"shape":"IngestionJobStatus"},
        "FailedReason":{"shape":"BoundedLengthString"},
        "DataQualitySummary":{"shape":"DataQualitySummary"},
        "IngestedFilesSummary":{"shape":"IngestedFilesSummary"},
        "StatusDetail":{"shape":"BoundedLengthString"},
        "IngestedDataSize":{"shape":"DataSizeInBytes"},
        "DataStartTime":{"shape":"Timestamp"},
        "DataEndTime":{"shape":"Timestamp"},
        "SourceDatasetArn":{"shape":"DatasetArn"}
      }
    },
    "DescribeDatasetRequest":{
      "type":"structure",
      "required":["DatasetName"],
      "members":{
        "DatasetName":{"shape":"DatasetIdentifier"}
      }
    },
    "DescribeDatasetResponse":{
      "type":"structure",
      "members":{
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "CreatedAt":{"shape":"Timestamp"},
        "LastUpdatedAt":{"shape":"Timestamp"},
        "Status":{"shape":"DatasetStatus"},
        "Schema":{
          "shape":"InlineDataSchema",
          "jsonvalue":true
        },
        "ServerSideKmsKeyId":{"shape":"KmsKeyArn"},
        "IngestionInputConfiguration":{"shape":"IngestionInputConfiguration"},
        "DataQualitySummary":{"shape":"DataQualitySummary"},
        "IngestedFilesSummary":{"shape":"IngestedFilesSummary"},
        "RoleArn":{"shape":"IamRoleArn"},
        "DataStartTime":{"shape":"Timestamp"},
        "DataEndTime":{"shape":"Timestamp"},
        "SourceDatasetArn":{"shape":"DatasetArn"}
      }
    },
    "DescribeInferenceSchedulerRequest":{
      "type":"structure",
      "required":["InferenceSchedulerName"],
      "members":{
        "InferenceSchedulerName":{"shape":"InferenceSchedulerIdentifier"}
      }
    },
    "DescribeInferenceSchedulerResponse":{
      "type":"structure",
      "members":{
        "ModelArn":{"shape":"ModelArn"},
        "ModelName":{"shape":"ModelName"},
        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
        "Status":{"shape":"InferenceSchedulerStatus"},
        "DataDelayOffsetInMinutes":{"shape":"DataDelayOffsetInMinutes"},
        "DataUploadFrequency":{"shape":"DataUploadFrequency"},
        "CreatedAt":{"shape":"Timestamp"},
        "UpdatedAt":{"shape":"Timestamp"},
        "DataInputConfiguration":{"shape":"InferenceInputConfiguration"},
        "DataOutputConfiguration":{"shape":"InferenceOutputConfiguration"},
        "RoleArn":{"shape":"IamRoleArn"},
        "ServerSideKmsKeyId":{"shape":"KmsKeyArn"},
        "LatestInferenceResult":{"shape":"LatestInferenceResult"}
      }
    },
    "DescribeLabelGroupRequest":{
      "type":"structure",
      "required":["LabelGroupName"],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"}
      }
    },
    "DescribeLabelGroupResponse":{
      "type":"structure",
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "LabelGroupArn":{"shape":"LabelGroupArn"},
        "FaultCodes":{"shape":"FaultCodes"},
        "CreatedAt":{"shape":"Timestamp"},
        "UpdatedAt":{"shape":"Timestamp"}
      }
    },
    "DescribeLabelRequest":{
      "type":"structure",
      "required":[
        "LabelGroupName",
        "LabelId"
      ],
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "LabelId":{"shape":"LabelId"}
      }
    },
    "DescribeLabelResponse":{
      "type":"structure",
      "members":{
        "LabelGroupName":{"shape":"LabelGroupName"},
        "LabelGroupArn":{"shape":"LabelGroupArn"},
        "LabelId":{"shape":"LabelId"},
        "StartTime":{"shape":"Timestamp"},
        "EndTime":{"shape":"Timestamp"},
        "Rating":{"shape":"LabelRating"},
        "FaultCode":{"shape":"FaultCode"},
        "Notes":{"shape":"Comments"},
        "Equipment":{"shape":"Equipment"},
        "CreatedAt":{"shape":"Timestamp"}
      }
    },
    "DescribeModelRequest":{
      "type":"structure",
      "required":["ModelName"],
      "members":{
        "ModelName":{"shape":"ModelName"}
      }
    },
    "DescribeModelResponse":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "Schema":{
          "shape":"InlineDataSchema",
          "jsonvalue":true
        },
        "LabelsInputConfiguration":{"shape":"LabelsInputConfiguration"},
        "TrainingDataStartTime":{"shape":"Timestamp"},
        "TrainingDataEndTime":{"shape":"Timestamp"},
        "EvaluationDataStartTime":{"shape":"Timestamp"},
        "EvaluationDataEndTime":{"shape":"Timestamp"},
        "RoleArn":{"shape":"IamRoleArn"},
        "DataPreProcessingConfiguration":{"shape":"DataPreProcessingConfiguration"},
        "Status":{"shape":"ModelStatus"},
        "TrainingExecutionStartTime":{"shape":"Timestamp"},
        "TrainingExecutionEndTime":{"shape":"Timestamp"},
        "FailedReason":{"shape":"BoundedLengthString"},
        "ModelMetrics":{
          "shape":"ModelMetrics",
          "jsonvalue":true
        },
        "LastUpdatedTime":{"shape":"Timestamp"},
        "CreatedAt":{"shape":"Timestamp"},
        "ServerSideKmsKeyId":{"shape":"KmsKeyArn"},
        "OffCondition":{"shape":"OffCondition"},
        "SourceModelVersionArn":{"shape":"ModelVersionArn"},
        "ImportJobStartTime":{"shape":"Timestamp"},
        "ImportJobEndTime":{"shape":"Timestamp"},
        "ActiveModelVersion":{"shape":"ModelVersion"},
        "ActiveModelVersionArn":{"shape":"ModelVersionArn"},
        "ModelVersionActivatedAt":{"shape":"Timestamp"},
        "PreviousActiveModelVersion":{"shape":"ModelVersion"},
        "PreviousActiveModelVersionArn":{"shape":"ModelVersionArn"},
        "PreviousModelVersionActivatedAt":{"shape":"Timestamp"},
        "PriorModelMetrics":{
          "shape":"ModelMetrics",
          "jsonvalue":true
        },
        "LatestScheduledRetrainingFailedReason":{"shape":"BoundedLengthString"},
        "LatestScheduledRetrainingStatus":{"shape":"ModelVersionStatus"},
        "LatestScheduledRetrainingModelVersion":{"shape":"ModelVersion"},
        "LatestScheduledRetrainingStartTime":{"shape":"Timestamp"},
        "LatestScheduledRetrainingAvailableDataInDays":{"shape":"Integer"},
        "NextScheduledRetrainingStartDate":{"shape":"Timestamp"},
        "AccumulatedInferenceDataStartTime":{"shape":"Timestamp"},
        "AccumulatedInferenceDataEndTime":{"shape":"Timestamp"},
        "RetrainingSchedulerStatus":{"shape":"RetrainingSchedulerStatus"}
      }
    },
    "DescribeModelVersionRequest":{
      "type":"structure",
      "required":[
        "ModelName",
        "ModelVersion"
      ],
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelVersion":{"shape":"ModelVersion"}
      }
    },
    "DescribeModelVersionResponse":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "ModelVersion":{"shape":"ModelVersion"},
        "ModelVersionArn":{"shape":"ModelVersionArn"},
        "Status":{"shape":"ModelVersionStatus"},
        "SourceType":{"shape":"ModelVersionSourceType"},
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "Schema":{"shape":"InlineDataSchema"},
        "LabelsInputConfiguration":{"shape":"LabelsInputConfiguration"},
        "TrainingDataStartTime":{"shape":"Timestamp"},
        "TrainingDataEndTime":{"shape":"Timestamp"},
        "EvaluationDataStartTime":{"shape":"Timestamp"},
        "EvaluationDataEndTime":{"shape":"Timestamp"},
        "RoleArn":{"shape":"IamRoleArn"},
        "DataPreProcessingConfiguration":{"shape":"DataPreProcessingConfiguration"},
        "TrainingExecutionStartTime":{"shape":"Timestamp"},
        "TrainingExecutionEndTime":{"shape":"Timestamp"},
        "FailedReason":{"shape":"BoundedLengthString"},
        "ModelMetrics":{"shape":"ModelMetrics"},
        "LastUpdatedTime":{"shape":"Timestamp"},
        "CreatedAt":{"shape":"Timestamp"},
        "ServerSideKmsKeyId":{"shape":"KmsKeyArn"},
        "OffCondition":{"shape":"OffCondition"},
        "SourceModelVersionArn":{"shape":"ModelVersionArn"},
        "ImportJobStartTime":{"shape":"Timestamp"},
        "ImportJobEndTime":{"shape":"Timestamp"},
        "ImportedDataSizeInBytes":{"shape":"DataSizeInBytes"},
        "PriorModelMetrics":{"shape":"ModelMetrics"},
        "RetrainingAvailableDataInDays":{"shape":"Integer"},
        "AutoPromotionResult":{"shape":"AutoPromotionResult"},
        "AutoPromotionResultReason":{"shape":"AutoPromotionResultReason"}
      }
    },
    "DescribeResourcePolicyRequest":{
      "type":"structure",
      "required":["ResourceArn"],
      "members":{
        "ResourceArn":{"shape":"ResourceArn"}
      }
    },
    "DescribeResourcePolicyResponse":{
      "type":"structure",
      "members":{
        "PolicyRevisionId":{"shape":"PolicyRevisionId"},
        "ResourcePolicy":{"shape":"Policy"},
        "CreationTime":{"shape":"Timestamp"},
        "LastModifiedTime":{"shape":"Timestamp"}
      }
    },
    "DescribeRetrainingSchedulerRequest":{
      "type":"structure",
      "required":["ModelName"],
      "members":{
        "ModelName":{"shape":"ModelName"}
      }
    },
    "DescribeRetrainingSchedulerResponse":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "RetrainingStartDate":{"shape":"Timestamp"},
        "RetrainingFrequency":{"shape":"RetrainingFrequency"},
        "LookbackWindow":{"shape":"LookbackWindow"},
        "Status":{"shape":"RetrainingSchedulerStatus"},
        "PromoteMode":{"shape":"ModelPromoteMode"},
        "CreatedAt":{"shape":"Timestamp"},
        "UpdatedAt":{"shape":"Timestamp"}
      }
    },
    "DuplicateTimestamps":{
      "type":"structure",
      "required":["TotalNumberOfDuplicateTimestamps"],
      "members":{
        "TotalNumberOfDuplicateTimestamps":{"shape":"Integer"}
      }
    },
    "Equipment":{
      "type":"string",
      "max":200,
      "min":1,
      "pattern":"[\\P{M}\\p{M}]{1,200}"
    },
    "EventDurationInSeconds":{
      "type":"long",
      "min":0
    },
    "FaultCode":{
      "type":"string",
      "max":100,
      "min":1,
      "pattern":"[\\P{M}\\p{M}]{1,100}"
    },
    "FaultCodes":{
      "type":"list",
      "member":{"shape":"FaultCode"},
      "max":50,
      "min":0
    },
    "FileNameTimestampFormat":{
      "type":"string",
      "pattern":"^EPOCH|yyyy-MM-dd-HH-mm-ss|yyyyMMddHHmmss$"
    },
    "Float":{"type":"float"},
    "IamRoleArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"arn:aws(-[^:]+)?:iam::[0-9]{12}:role/.+"
    },
    "IdempotenceToken":{
      "type":"string",
      "max":256,
      "min":1,
      "pattern":"\\p{ASCII}{1,256}"
    },
    "ImportDatasetRequest":{
      "type":"structure",
      "required":[
        "SourceDatasetArn",
        "ClientToken"
      ],
      "members":{
        "SourceDatasetArn":{"shape":"DatasetArn"},
        "DatasetName":{"shape":"DatasetName"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        },
        "ServerSideKmsKeyId":{"shape":"NameOrArn"},
        "Tags":{"shape":"TagList"}
      }
    },
    "ImportDatasetResponse":{
      "type":"structure",
      "members":{
        "DatasetName":{"shape":"DatasetName"},
        "DatasetArn":{"shape":"DatasetArn"},
        "Status":{"shape":"DatasetStatus"},
        "JobId":{"shape":"IngestionJobId"}
      }
    },
    "ImportModelVersionRequest":{
      "type":"structure",
      "required":[
        "SourceModelVersionArn",
        "DatasetName",
        "ClientToken"
      ],
      "members":{
        "SourceModelVersionArn":{"shape":"ModelVersionArn"},
        "ModelName":{"shape":"ModelName"},
        "DatasetName":{"shape":"DatasetIdentifier"},
        "LabelsInputConfiguration":{"shape":"LabelsInputConfiguration"},
        "ClientToken":{
          "shape":"IdempotenceToken",
          "idempotencyToken":true
        },
        "RoleArn":{"shape":"IamRoleArn"},
        "ServerSideKmsKeyId":{"shape":"NameOrArn"},
        "Tags":{"shape":"TagList"},
        "InferenceDataImportStrategy":{"shape":"InferenceDataImportStrategy"}
      }
    },
    "ImportModelVersionResponse":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "ModelVersionArn":{"shape":"ModelVersionArn"},
        "ModelVersion":{"shape":"ModelVersion"},
        "Status":{"shape":"ModelVersionStatus"}
      }
    },
    "InferenceDataImportStrategy":{
      "type":"string",
      "enum":[
        "NO_IMPORT",
        "ADD_WHEN_EMPTY",
        "OVERWRITE"
      ]
    },
    "InferenceEventSummaries":{
      "type":"list",
      "member":{"shape":"InferenceEventSummary"}
    },
    "InferenceEventSummary":{
      "type":"structure",
      "members":{
        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
        "EventStartTime":{"shape":"Timestamp"},
        "EventEndTime":{"shape":"Timestamp"},
        "Diagnostics":{"shape":"ModelMetrics"},
        "EventDurationInSeconds":{"shape":"EventDurationInSeconds"}
      }
    },
    "InferenceExecutionStatus":{
      "type":"string",
      "enum":[
        "IN_PROGRESS",
        "SUCCESS",
        "FAILED"
      ]
    },
    "InferenceExecutionSummaries":{
      "type":"list",
      "member":{"shape":"InferenceExecutionSummary"}
    },
    "InferenceExecutionSummary":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
        "ScheduledStartTime":{"shape":"Timestamp"},
        "DataStartTime":{"shape":"Timestamp"},
        "DataEndTime":{"shape":"Timestamp"},
        "DataInputConfiguration":{"shape":"InferenceInputConfiguration"},
        "DataOutputConfiguration":{"shape":"InferenceOutputConfiguration"},
        "CustomerResultObject":{"shape":"S3Object"},
        "Status":{"shape":"InferenceExecutionStatus"},
        "FailedReason":{"shape":"BoundedLengthString"},
        "ModelVersion":{"shape":"ModelVersion"},
        "ModelVersionArn":{"shape":"ModelVersionArn"}
      }
    },
    "InferenceInputConfiguration":{
      "type":"structure",
      "members":{
        "S3InputConfiguration":{"shape":"InferenceS3InputConfiguration"},
        "InputTimeZoneOffset":{"shape":"TimeZoneOffset"},
        "InferenceInputNameConfiguration":{"shape":"InferenceInputNameConfiguration"}
      }
    },
    "InferenceInputNameConfiguration":{
      "type":"structure",
      "members":{
        "TimestampFormat":{"shape":"FileNameTimestampFormat"},
        "ComponentTimestampDelimiter":{"shape":"ComponentTimestampDelimiter"}
      }
    },
    "InferenceOutputConfiguration":{
      "type":"structure",
      "required":["S3OutputConfiguration"],
      "members":{
        "S3OutputConfiguration":{"shape":"InferenceS3OutputConfiguration"},
        "KmsKeyId":{"shape":"NameOrArn"}
      }
    },
    "InferenceS3InputConfiguration":{
      "type":"structure",
      "required":["Bucket"],
      "members":{
        "Bucket":{"shape":"S3Bucket"},
        "Prefix":{"shape":"S3Prefix"}
      }
    },
    "InferenceS3OutputConfiguration":{
      "type":"structure",
      "required":["Bucket"],
      "members":{
        "Bucket":{"shape":"S3Bucket"},
        "Prefix":{"shape":"S3Prefix"}
      }
    },
    "InferenceSchedulerArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\\-]*:[0-9]{12}:inference-scheduler\\/.+"
    },
    "InferenceSchedulerIdentifier":{
      "type":"string",
      "max":200,
      "min":1,
      "pattern":"^[0-9a-zA-Z_-]{1,200}$"
    },
    "InferenceSchedulerName":{
      "type":"string",
      "max":200,
      "min":1,
      "pattern":"^[0-9a-zA-Z_-]{1,200}$"
    },
    "InferenceSchedulerStatus":{
      "type":"string",
      "enum":[
        "PENDING",
        "RUNNING",
        "STOPPING",
        "STOPPED"
      ]
    },
    "InferenceSchedulerSummaries":{
      "type":"list",
      "member":{"shape":"InferenceSchedulerSummary"}
    },
    "InferenceSchedulerSummary":{
      "type":"structure",
      "members":{
        "ModelName":{"shape":"ModelName"},
        "ModelArn":{"shape":"ModelArn"},
        "InferenceSchedulerName":{"shape":"InferenceSchedulerName"},
        "InferenceSchedulerArn":{"shape":"InferenceSchedulerArn"},
        "Status":{"shape":"InferenceSchedulerStatus"},
        "DataDelayOffsetInMinutes":{"shape":"DataDelayOffsetInMinutes"},
        "DataUploadFrequency":{"shape":"DataUploadFrequency"},
        "LatestInferenceResult":{"shape":"LatestInferenceResult"}
      }
    },
    "IngestedFilesSummary":{
      "type":"structure",
      "required":[
        "TotalNumberOfFiles",
        "IngestedNumberOfFiles"
      ],
      "members":{
        "TotalNumberOfFiles":{"shape":"Integer"},
        "IngestedNumberOfFiles":{"shape":"Integer"},
        "DiscardedFiles":{"shape":"ListOfDiscardedFiles"}
      }
    },
    "IngestionInputConfiguration":{
      "type":"structure",
      "required":["S3InputConfiguration"],
      "members":{
        "S3InputConfiguration":{"shape":"IngestionS3InputConfiguration"}
      }
    },
    "IngestionJobId":{
      "type":"string",
      "max":32,
      "pattern":"[A-Fa-f0-9]{0,32}"
    },
    "IngestionJobStatus":{
      "type":"string",
      "enum":[
        "IN_PROGRESS",
        "SUCCESS",
        "FAILED",
        "IMPORT_IN_PROGRESS"
      ]
    },
    "IngestionS3InputConfiguration":{
      "type":"structure",
      "required":["Bucket"],
      "members":{
        "Bucket":{"shape":"S3Bucket"},
        "Prefix":{"shape":"S3Prefix"},
        "KeyPattern":{"shape":"KeyPattern"}
      }
    },
    "InlineDataSchema":{
      "type":"string",
      "max":1000000,
      "min":1
    },
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      "members":{
        "ModelName":{"shape":"ModelName"},
        "LabelsInputConfiguration":{"shape":"LabelsInputConfiguration"},
        "RoleArn":{"shape":"IamRoleArn"}
      }
    },
    "UpdateRetrainingSchedulerRequest":{
      "type":"structure",
      "required":["ModelName"],
      "members":{
        "ModelName":{"shape":"ModelName"},
        "RetrainingStartDate":{"shape":"Timestamp"},
        "RetrainingFrequency":{"shape":"RetrainingFrequency"},
        "LookbackWindow":{"shape":"LookbackWindow"},
        "PromoteMode":{"shape":"ModelPromoteMode"}
      }
    },
    "ValidationException":{
      "type":"structure",
      "required":["Message"],
      "members":{
        "Message":{"shape":"BoundedLengthString"}
      },
      "exception":true
    }
  }
}