{
  "version":"2.0",
  "metadata":{
    "apiVersion":"2023-09-06",
    "endpointPrefix":"cleanrooms-ml",
    "jsonVersion":"1.1",
    "protocol":"rest-json",
    "serviceFullName":"AWS Clean Rooms ML",
    "serviceId":"CleanRoomsML",
    "signatureVersion":"v4",
    "signingName":"cleanrooms-ml",
    "uid":"cleanroomsml-2023-09-06"
  },
  "operations":{
    "CreateAudienceModel":{
      "name":"CreateAudienceModel",
      "http":{
        "method":"POST",
        "requestUri":"/audience-model",
        "responseCode":200
      },
      "input":{"shape":"CreateAudienceModelRequest"},
      "output":{"shape":"CreateAudienceModelResponse"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ServiceQuotaExceededException"}
      ],
      "idempotent":true
    },
    "CreateConfiguredAudienceModel":{
      "name":"CreateConfiguredAudienceModel",
      "http":{
        "method":"POST",
        "requestUri":"/configured-audience-model",
        "responseCode":200
      },
      "input":{"shape":"CreateConfiguredAudienceModelRequest"},
      "output":{"shape":"CreateConfiguredAudienceModelResponse"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ServiceQuotaExceededException"}
      ],
      "idempotent":true
    },
    "CreateTrainingDataset":{
      "name":"CreateTrainingDataset",
      "http":{
        "method":"POST",
        "requestUri":"/training-dataset",
        "responseCode":200
      },
      "input":{"shape":"CreateTrainingDatasetRequest"},
      "output":{"shape":"CreateTrainingDatasetResponse"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ],
      "idempotent":true
    },
    "DeleteAudienceGenerationJob":{
      "name":"DeleteAudienceGenerationJob",
      "http":{
        "method":"DELETE",
        "requestUri":"/audience-generation-job/{audienceGenerationJobArn}",
        "responseCode":200
      },
      "input":{"shape":"DeleteAudienceGenerationJobRequest"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "DeleteAudienceModel":{
      "name":"DeleteAudienceModel",
      "http":{
        "method":"DELETE",
        "requestUri":"/audience-model/{audienceModelArn}",
        "responseCode":200
      },
      "input":{"shape":"DeleteAudienceModelRequest"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "DeleteConfiguredAudienceModel":{
      "name":"DeleteConfiguredAudienceModel",
      "http":{
        "method":"DELETE",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}",
        "responseCode":200
      },
      "input":{"shape":"DeleteConfiguredAudienceModelRequest"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "DeleteConfiguredAudienceModelPolicy":{
      "name":"DeleteConfiguredAudienceModelPolicy",
      "http":{
        "method":"DELETE",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}/policy",
        "responseCode":200
      },
      "input":{"shape":"DeleteConfiguredAudienceModelPolicyRequest"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "DeleteTrainingDataset":{
      "name":"DeleteTrainingDataset",
      "http":{
        "method":"DELETE",
        "requestUri":"/training-dataset/{trainingDatasetArn}",
        "responseCode":200
      },
      "input":{"shape":"DeleteTrainingDatasetRequest"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "GetAudienceGenerationJob":{
      "name":"GetAudienceGenerationJob",
      "http":{
        "method":"GET",
        "requestUri":"/audience-generation-job/{audienceGenerationJobArn}",
        "responseCode":200
      },
      "input":{"shape":"GetAudienceGenerationJobRequest"},
      "output":{"shape":"GetAudienceGenerationJobResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "GetAudienceModel":{
      "name":"GetAudienceModel",
      "http":{
        "method":"GET",
        "requestUri":"/audience-model/{audienceModelArn}",
        "responseCode":200
      },
      "input":{"shape":"GetAudienceModelRequest"},
      "output":{"shape":"GetAudienceModelResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "GetConfiguredAudienceModel":{
      "name":"GetConfiguredAudienceModel",
      "http":{
        "method":"GET",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}",
        "responseCode":200
      },
      "input":{"shape":"GetConfiguredAudienceModelRequest"},
      "output":{"shape":"GetConfiguredAudienceModelResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "GetConfiguredAudienceModelPolicy":{
      "name":"GetConfiguredAudienceModelPolicy",
      "http":{
        "method":"GET",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}/policy",
        "responseCode":200
      },
      "input":{"shape":"GetConfiguredAudienceModelPolicyRequest"},
      "output":{"shape":"GetConfiguredAudienceModelPolicyResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "GetTrainingDataset":{
      "name":"GetTrainingDataset",
      "http":{
        "method":"GET",
        "requestUri":"/training-dataset/{trainingDatasetArn}",
        "responseCode":200
      },
      "input":{"shape":"GetTrainingDatasetRequest"},
      "output":{"shape":"GetTrainingDatasetResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "ListAudienceExportJobs":{
      "name":"ListAudienceExportJobs",
      "http":{
        "method":"GET",
        "requestUri":"/audience-export-job",
        "responseCode":200
      },
      "input":{"shape":"ListAudienceExportJobsRequest"},
      "output":{"shape":"ListAudienceExportJobsResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ]
    },
    "ListAudienceGenerationJobs":{
      "name":"ListAudienceGenerationJobs",
      "http":{
        "method":"GET",
        "requestUri":"/audience-generation-job",
        "responseCode":200
      },
      "input":{"shape":"ListAudienceGenerationJobsRequest"},
      "output":{"shape":"ListAudienceGenerationJobsResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ]
    },
    "ListAudienceModels":{
      "name":"ListAudienceModels",
      "http":{
        "method":"GET",
        "requestUri":"/audience-model",
        "responseCode":200
      },
      "input":{"shape":"ListAudienceModelsRequest"},
      "output":{"shape":"ListAudienceModelsResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ]
    },
    "ListConfiguredAudienceModels":{
      "name":"ListConfiguredAudienceModels",
      "http":{
        "method":"GET",
        "requestUri":"/configured-audience-model",
        "responseCode":200
      },
      "input":{"shape":"ListConfiguredAudienceModelsRequest"},
      "output":{"shape":"ListConfiguredAudienceModelsResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ]
    },
    "ListTagsForResource":{
      "name":"ListTagsForResource",
      "http":{
        "method":"GET",
        "requestUri":"/tags/{resourceArn}",
        "responseCode":200
      },
      "input":{"shape":"ListTagsForResourceRequest"},
      "output":{"shape":"ListTagsForResourceResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "ListTrainingDatasets":{
      "name":"ListTrainingDatasets",
      "http":{
        "method":"GET",
        "requestUri":"/training-dataset",
        "responseCode":200
      },
      "input":{"shape":"ListTrainingDatasetsRequest"},
      "output":{"shape":"ListTrainingDatasetsResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"}
      ]
    },
    "PutConfiguredAudienceModelPolicy":{
      "name":"PutConfiguredAudienceModelPolicy",
      "http":{
        "method":"PUT",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}/policy",
        "responseCode":200
      },
      "input":{"shape":"PutConfiguredAudienceModelPolicyRequest"},
      "output":{"shape":"PutConfiguredAudienceModelPolicyResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "StartAudienceExportJob":{
      "name":"StartAudienceExportJob",
      "http":{
        "method":"POST",
        "requestUri":"/audience-export-job",
        "responseCode":200
      },
      "input":{"shape":"StartAudienceExportJobRequest"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ServiceQuotaExceededException"}
      ],
      "idempotent":true
    },
    "StartAudienceGenerationJob":{
      "name":"StartAudienceGenerationJob",
      "http":{
        "method":"POST",
        "requestUri":"/audience-generation-job",
        "responseCode":200
      },
      "input":{"shape":"StartAudienceGenerationJobRequest"},
      "output":{"shape":"StartAudienceGenerationJobResponse"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"},
        {"shape":"ServiceQuotaExceededException"}
      ],
      "idempotent":true
    },
    "TagResource":{
      "name":"TagResource",
      "http":{
        "method":"POST",
        "requestUri":"/tags/{resourceArn}",
        "responseCode":200
      },
      "input":{"shape":"TagResourceRequest"},
      "output":{"shape":"TagResourceResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ]
    },
    "UntagResource":{
      "name":"UntagResource",
      "http":{
        "method":"DELETE",
        "requestUri":"/tags/{resourceArn}",
        "responseCode":200
      },
      "input":{"shape":"UntagResourceRequest"},
      "output":{"shape":"UntagResourceResponse"},
      "errors":[
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    },
    "UpdateConfiguredAudienceModel":{
      "name":"UpdateConfiguredAudienceModel",
      "http":{
        "method":"PATCH",
        "requestUri":"/configured-audience-model/{configuredAudienceModelArn}",
        "responseCode":200
      },
      "input":{"shape":"UpdateConfiguredAudienceModelRequest"},
      "output":{"shape":"UpdateConfiguredAudienceModelResponse"},
      "errors":[
        {"shape":"ConflictException"},
        {"shape":"ValidationException"},
        {"shape":"AccessDeniedException"},
        {"shape":"ResourceNotFoundException"}
      ],
      "idempotent":true
    }
  },
  "shapes":{
    "AccessDeniedException":{
      "type":"structure",
      "required":["message"],
      "members":{
        "message":{"shape":"String"}
      },
      "error":{
        "httpStatusCode":403,
        "senderFault":true
      },
      "exception":true
    },
    "AccountId":{
      "type":"string",
      "max":12,
      "min":12,
      "pattern":"^[0-9]{12}$"
    },
    "AudienceDestination":{
      "type":"structure",
      "required":["s3Destination"],
      "members":{
        "s3Destination":{"shape":"S3ConfigMap"}
      }
    },
    "AudienceExportJobList":{
      "type":"list",
      "member":{"shape":"AudienceExportJobSummary"}
    },
    "AudienceExportJobStatus":{
      "type":"string",
      "enum":[
        "CREATE_PENDING",
        "CREATE_IN_PROGRESS",
        "CREATE_FAILED",
        "ACTIVE"
      ]
    },
    "AudienceExportJobSummary":{
      "type":"structure",
      "required":[
        "audienceGenerationJobArn",
        "audienceSize",
        "createTime",
        "name",
        "status",
        "updateTime"
      ],
      "members":{
        "audienceGenerationJobArn":{"shape":"AudienceGenerationJobArn"},
        "audienceSize":{"shape":"AudienceSize"},
        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
        "outputLocation":{"shape":"S3Path"},
        "status":{"shape":"AudienceExportJobStatus"},
        "statusDetails":{"shape":"StatusDetails"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "AudienceGenerationJobArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:audience-generation-job/[-a-zA-Z0-9_/.]+$"
    },
    "AudienceGenerationJobDataSource":{
      "type":"structure",
      "required":[
        "dataSource",
        "roleArn"
      ],
      "members":{
        "dataSource":{"shape":"S3ConfigMap"},
        "roleArn":{"shape":"IamRoleArn"}
      }
    },
    "AudienceGenerationJobList":{
      "type":"list",
      "member":{"shape":"AudienceGenerationJobSummary"}
    },
    "AudienceGenerationJobStatus":{
      "type":"string",
      "enum":[
        "CREATE_PENDING",
        "CREATE_IN_PROGRESS",
        "CREATE_FAILED",
        "ACTIVE",
        "DELETE_PENDING",
        "DELETE_IN_PROGRESS",
        "DELETE_FAILED"
      ]
    },
    "AudienceGenerationJobSummary":{
      "type":"structure",
      "required":[
        "audienceGenerationJobArn",
        "configuredAudienceModelArn",
        "createTime",
        "name",
        "status",
        "updateTime"
      ],
      "members":{
        "audienceGenerationJobArn":{"shape":"AudienceGenerationJobArn"},
        "collaborationId":{"shape":"UUID"},
        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
        "startedBy":{"shape":"AccountId"},
        "status":{"shape":"AudienceGenerationJobStatus"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "AudienceModelArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:audience-model/[-a-zA-Z0-9_/.]+$"
    },
    "AudienceModelList":{
      "type":"list",
      "member":{"shape":"AudienceModelSummary"}
    },
    "AudienceModelMetric":{
      "type":"structure",
      "required":[
        "forTopKItemPredictions",
        "type",
        "value"
      ],
      "members":{
        "forTopKItemPredictions":{"shape":"Integer"},
        "type":{"shape":"AudienceModelMetricType"},
        "value":{"shape":"Double"}
      }
    },
    "AudienceModelMetricType":{
      "type":"string",
      "enum":[
        "NORMALIZED_DISCOUNTED_CUMULATIVE_GAIN",
        "MEAN_RECIPROCAL_RANK",
        "PRECISION",
        "RECALL"
      ]
    },
    "AudienceModelMetrics":{
      "type":"list",
      "member":{"shape":"AudienceModelMetric"}
    },
    "AudienceModelStatus":{
      "type":"string",
      "enum":[
        "CREATE_PENDING",
        "CREATE_IN_PROGRESS",
        "CREATE_FAILED",
        "ACTIVE",
        "DELETE_PENDING",
        "DELETE_IN_PROGRESS",
        "DELETE_FAILED"
      ]
    },
    "AudienceModelSummary":{
      "type":"structure",
      "required":[
        "audienceModelArn",
        "createTime",
        "name",
        "status",
        "trainingDatasetArn",
        "updateTime"
      ],
      "members":{
        "audienceModelArn":{"shape":"AudienceModelArn"},
        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
        "status":{"shape":"AudienceModelStatus"},
        "trainingDatasetArn":{"shape":"TrainingDatasetArn"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "AudienceQualityMetrics":{
      "type":"structure",
      "required":["relevanceMetrics"],
      "members":{
        "relevanceMetrics":{"shape":"RelevanceMetrics"}
      }
    },
    "AudienceSize":{
      "type":"structure",
      "required":[
        "type",
        "value"
      ],
      "members":{
        "type":{"shape":"AudienceSizeType"},
        "value":{"shape":"AudienceSizeValue"}
      }
    },
    "AudienceSizeBins":{
      "type":"list",
      "member":{"shape":"AudienceSizeValue"},
      "max":25,
      "min":1
    },
    "AudienceSizeConfig":{
      "type":"structure",
      "required":[
        "audienceSizeBins",
        "audienceSizeType"
      ],
      "members":{
        "audienceSizeBins":{"shape":"AudienceSizeBins"},
        "audienceSizeType":{"shape":"AudienceSizeType"}
      }
    },
    "AudienceSizeType":{
      "type":"string",
      "enum":[
        "ABSOLUTE",
        "PERCENTAGE"
      ]
    },
    "AudienceSizeValue":{
      "type":"integer",
      "box":true,
      "max":20000000,
      "min":1
    },
    "Boolean":{
      "type":"boolean",
      "box":true
    },
    "ColumnName":{
      "type":"string",
      "max":128,
      "min":1,
      "pattern":"^[a-zA-Z0-9_](([a-zA-Z0-9_ ]+-)*([a-zA-Z0-9_ ]+))?$"
    },
    "ColumnSchema":{
      "type":"structure",
      "required":[
        "columnName",
        "columnTypes"
      ],
      "members":{
        "columnName":{"shape":"ColumnName"},
        "columnTypes":{"shape":"ColumnTypeList"}
      }
    },
    "ColumnType":{
      "type":"string",
      "enum":[
        "USER_ID",
        "ITEM_ID",
        "TIMESTAMP",
        "CATEGORICAL_FEATURE",
        "NUMERICAL_FEATURE"
      ]
    },
    "ColumnTypeList":{
      "type":"list",
      "member":{"shape":"ColumnType"},
      "max":1,
      "min":1
    },
    "ConfiguredAudienceModelArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:configured-audience-model/[-a-zA-Z0-9_/.]+$"
    },
    "ConfiguredAudienceModelList":{
      "type":"list",
      "member":{"shape":"ConfiguredAudienceModelSummary"}
    },
    "ConfiguredAudienceModelOutputConfig":{
      "type":"structure",
      "required":[
        "destination",
        "roleArn"
      ],
      "members":{
        "destination":{"shape":"AudienceDestination"},
        "roleArn":{"shape":"IamRoleArn"}
      }
    },
    "ConfiguredAudienceModelStatus":{
      "type":"string",
      "enum":["ACTIVE"]
    },
    "ConfiguredAudienceModelSummary":{
      "type":"structure",
      "required":[
        "audienceModelArn",
        "configuredAudienceModelArn",
        "createTime",
        "name",
        "outputConfig",
        "status",
        "updateTime"
      ],
      "members":{
        "audienceModelArn":{"shape":"AudienceModelArn"},
        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
        "outputConfig":{"shape":"ConfiguredAudienceModelOutputConfig"},
        "status":{"shape":"ConfiguredAudienceModelStatus"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "ConflictException":{
      "type":"structure",
      "required":["message"],
      "members":{
        "message":{"shape":"String"}
      },
      "error":{
        "httpStatusCode":409,
        "senderFault":true
      },
      "exception":true
    },
    "CreateAudienceModelRequest":{
      "type":"structure",
      "required":[
        "name",
        "trainingDatasetArn"
      ],
      "members":{
        "description":{"shape":"ResourceDescription"},
        "kmsKeyArn":{"shape":"KmsKeyArn"},
        "name":{"shape":"NameString"},
        "tags":{"shape":"TagMap"},
        "trainingDataEndTime":{"shape":"SyntheticTimestamp_date_time"},
        "trainingDataStartTime":{"shape":"SyntheticTimestamp_date_time"},
        "trainingDatasetArn":{"shape":"TrainingDatasetArn"}
      }
    },
    "CreateAudienceModelResponse":{
      "type":"structure",
      "required":["audienceModelArn"],
      "members":{
        "audienceModelArn":{"shape":"AudienceModelArn"}
      }
    },
    "CreateConfiguredAudienceModelRequest":{
      "type":"structure",
      "required":[
        "audienceModelArn",
        "name",
        "outputConfig",
        "sharedAudienceMetrics"
      ],
      "members":{
        "audienceModelArn":{"shape":"AudienceModelArn"},
        "audienceSizeConfig":{"shape":"AudienceSizeConfig"},
        "childResourceTagOnCreatePolicy":{"shape":"TagOnCreatePolicy"},
        "description":{"shape":"ResourceDescription"},
        "minMatchingSeedSize":{"shape":"MinMatchingSeedSize"},
        "name":{"shape":"NameString"},
        "outputConfig":{"shape":"ConfiguredAudienceModelOutputConfig"},
        "sharedAudienceMetrics":{"shape":"MetricsList"},
        "tags":{"shape":"TagMap"}
      }
    },
    "CreateConfiguredAudienceModelResponse":{
      "type":"structure",
      "required":["configuredAudienceModelArn"],
      "members":{
        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"}
      }
    },
    "CreateTrainingDatasetRequest":{
      "type":"structure",
      "required":[
        "name",
        "roleArn",
        "trainingData"
      ],
      "members":{
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
        "roleArn":{"shape":"IamRoleArn"},
        "tags":{"shape":"TagMap"},
        "trainingData":{"shape":"CreateTrainingDatasetRequestTrainingDataList"}
      }
    },
    "CreateTrainingDatasetRequestTrainingDataList":{
      "type":"list",
      "member":{"shape":"Dataset"},
      "max":1,
      "min":1
    },
    "CreateTrainingDatasetResponse":{
      "type":"structure",
      "required":["trainingDatasetArn"],
      "members":{
        "trainingDatasetArn":{"shape":"TrainingDatasetArn"}
      }
    },
    "DataSource":{
      "type":"structure",
      "required":["glueDataSource"],
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        "inputConfig":{"shape":"DatasetInputConfig"},
        "type":{"shape":"DatasetType"}
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      "required":[
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        "schema"
      ],
      "members":{
        "dataSource":{"shape":"DataSource"},
        "schema":{"shape":"DatasetInputConfigSchemaList"}
      }
    },
    "DatasetInputConfigSchemaList":{
      "type":"list",
      "member":{"shape":"ColumnSchema"},
      "max":100,
      "min":1
    },
    "DatasetList":{
      "type":"list",
      "member":{"shape":"Dataset"}
    },
    "DatasetType":{
      "type":"string",
      "enum":["INTERACTIONS"]
    },
    "DeleteAudienceGenerationJobRequest":{
      "type":"structure",
      "required":["audienceGenerationJobArn"],
      "members":{
        "audienceGenerationJobArn":{
          "shape":"AudienceGenerationJobArn",
          "location":"uri",
          "locationName":"audienceGenerationJobArn"
        }
      }
    },
    "DeleteAudienceModelRequest":{
      "type":"structure",
      "required":["audienceModelArn"],
      "members":{
        "audienceModelArn":{
          "shape":"AudienceModelArn",
          "location":"uri",
          "locationName":"audienceModelArn"
        }
      }
    },
    "DeleteConfiguredAudienceModelPolicyRequest":{
      "type":"structure",
      "required":["configuredAudienceModelArn"],
      "members":{
        "configuredAudienceModelArn":{
          "shape":"ConfiguredAudienceModelArn",
          "location":"uri",
          "locationName":"configuredAudienceModelArn"
        }
      }
    },
    "DeleteConfiguredAudienceModelRequest":{
      "type":"structure",
      "required":["configuredAudienceModelArn"],
      "members":{
        "configuredAudienceModelArn":{
          "shape":"ConfiguredAudienceModelArn",
          "location":"uri",
          "locationName":"configuredAudienceModelArn"
        }
      }
    },
    "DeleteTrainingDatasetRequest":{
      "type":"structure",
      "required":["trainingDatasetArn"],
      "members":{
        "trainingDatasetArn":{
          "shape":"TrainingDatasetArn",
          "location":"uri",
          "locationName":"trainingDatasetArn"
        }
      }
    },
    "Double":{
      "type":"double",
      "box":true
    },
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      "required":["audienceGenerationJobArn"],
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        "audienceGenerationJobArn":{
          "shape":"AudienceGenerationJobArn",
          "location":"uri",
          "locationName":"audienceGenerationJobArn"
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      }
    },
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      "type":"structure",
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        "audienceGenerationJobArn",
        "configuredAudienceModelArn",
        "createTime",
        "name",
        "status",
        "updateTime"
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        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
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        "description":{"shape":"ResourceDescription"},
        "includeSeedInOutput":{"shape":"Boolean"},
        "metrics":{"shape":"AudienceQualityMetrics"},
        "name":{"shape":"NameString"},
        "seedAudience":{"shape":"AudienceGenerationJobDataSource"},
        "startedBy":{"shape":"AccountId"},
        "status":{"shape":"AudienceGenerationJobStatus"},
        "statusDetails":{"shape":"StatusDetails"},
        "tags":{"shape":"TagMap"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
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      "type":"structure",
      "required":["audienceModelArn"],
      "members":{
        "audienceModelArn":{
          "shape":"AudienceModelArn",
          "location":"uri",
          "locationName":"audienceModelArn"
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      }
    },
    "GetAudienceModelResponse":{
      "type":"structure",
      "required":[
        "audienceModelArn",
        "createTime",
        "name",
        "status",
        "trainingDatasetArn",
        "updateTime"
      ],
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        "description":{"shape":"ResourceDescription"},
        "kmsKeyArn":{"shape":"KmsKeyArn"},
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        "name":{"shape":"NameString"},
        "status":{"shape":"AudienceModelStatus"},
        "statusDetails":{"shape":"StatusDetails"},
        "tags":{"shape":"TagMap"},
        "trainingDataEndTime":{"shape":"SyntheticTimestamp_date_time"},
        "trainingDataStartTime":{"shape":"SyntheticTimestamp_date_time"},
        "trainingDatasetArn":{"shape":"TrainingDatasetArn"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "GetConfiguredAudienceModelPolicyRequest":{
      "type":"structure",
      "required":["configuredAudienceModelArn"],
      "members":{
        "configuredAudienceModelArn":{
          "shape":"ConfiguredAudienceModelArn",
          "location":"uri",
          "locationName":"configuredAudienceModelArn"
        }
      }
    },
    "GetConfiguredAudienceModelPolicyResponse":{
      "type":"structure",
      "required":[
        "configuredAudienceModelArn",
        "configuredAudienceModelPolicy",
        "policyHash"
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        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
        "configuredAudienceModelPolicy":{"shape":"ResourcePolicy"},
        "policyHash":{"shape":"Hash"}
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          "location":"uri",
          "locationName":"configuredAudienceModelArn"
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      }
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      "required":[
        "audienceModelArn",
        "configuredAudienceModelArn",
        "createTime",
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        "outputConfig",
        "sharedAudienceMetrics",
        "status",
        "updateTime"
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        "audienceSizeConfig":{"shape":"AudienceSizeConfig"},
        "childResourceTagOnCreatePolicy":{"shape":"TagOnCreatePolicy"},
        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "minMatchingSeedSize":{"shape":"MinMatchingSeedSize"},
        "name":{"shape":"NameString"},
        "outputConfig":{"shape":"ConfiguredAudienceModelOutputConfig"},
        "sharedAudienceMetrics":{"shape":"MetricsList"},
        "status":{"shape":"ConfiguredAudienceModelStatus"},
        "tags":{"shape":"TagMap"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
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      "type":"structure",
      "required":["trainingDatasetArn"],
      "members":{
        "trainingDatasetArn":{
          "shape":"TrainingDatasetArn",
          "location":"uri",
          "locationName":"trainingDatasetArn"
        }
      }
    },
    "GetTrainingDatasetResponse":{
      "type":"structure",
      "required":[
        "createTime",
        "name",
        "roleArn",
        "status",
        "trainingData",
        "trainingDatasetArn",
        "updateTime"
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        "createTime":{"shape":"SyntheticTimestamp_date_time"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"},
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        "status":{"shape":"TrainingDatasetStatus"},
        "tags":{"shape":"TagMap"},
        "trainingData":{"shape":"DatasetList"},
        "trainingDatasetArn":{"shape":"TrainingDatasetArn"},
        "updateTime":{"shape":"SyntheticTimestamp_date_time"}
      }
    },
    "GlueDataSource":{
      "type":"structure",
      "required":[
        "databaseName",
        "tableName"
      ],
      "members":{
        "catalogId":{"shape":"AccountId"},
        "databaseName":{"shape":"GlueDatabaseName"},
        "tableName":{"shape":"GlueTableName"}
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    },
    "GlueDatabaseName":{
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      "min":1,
      "pattern":"^[a-zA-Z0-9_](([a-zA-Z0-9_]+-)*([a-zA-Z0-9_]+))?$"
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    "GlueTableName":{
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      "min":1,
      "pattern":"^[a-zA-Z0-9_](([a-zA-Z0-9_ ]+-)*([a-zA-Z0-9_ ]+))?$"
    },
    "Hash":{
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      "max":128,
      "min":64,
      "pattern":"^[0-9a-f]+$"
    },
    "IamRoleArn":{
      "type":"string",
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      "min":20,
      "pattern":"^arn:aws[-a-z]*:iam::[0-9]{12}:role/.+$"
    },
    "Integer":{
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      "box":true
    },
    "KmsKeyArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"^arn:aws[-a-z]*:kms:[-a-z0-9]+:[0-9]{12}:key/.+$"
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    "ListAudienceExportJobsRequest":{
      "type":"structure",
      "members":{
        "audienceGenerationJobArn":{
          "shape":"AudienceGenerationJobArn",
          "location":"querystring",
          "locationName":"audienceGenerationJobArn"
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        "maxResults":{
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          "location":"querystring",
          "locationName":"maxResults"
        },
        "nextToken":{
          "shape":"NextToken",
          "location":"querystring",
          "locationName":"nextToken"
        }
      }
    },
    "ListAudienceExportJobsResponse":{
      "type":"structure",
      "required":["audienceExportJobs"],
      "members":{
        "audienceExportJobs":{"shape":"AudienceExportJobList"},
        "nextToken":{"shape":"NextToken"}
      }
    },
    "ListAudienceGenerationJobsRequest":{
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        "collaborationId":{
          "shape":"UUID",
          "location":"querystring",
          "locationName":"collaborationId"
        },
        "configuredAudienceModelArn":{
          "shape":"ConfiguredAudienceModelArn",
          "location":"querystring",
          "locationName":"configuredAudienceModelArn"
        },
        "maxResults":{
          "shape":"MaxResults",
          "location":"querystring",
          "locationName":"maxResults"
        },
        "nextToken":{
          "shape":"NextToken",
          "location":"querystring",
          "locationName":"nextToken"
        }
      }
    },
    "ListAudienceGenerationJobsResponse":{
      "type":"structure",
      "required":["audienceGenerationJobs"],
      "members":{
        "audienceGenerationJobs":{"shape":"AudienceGenerationJobList"},
        "nextToken":{"shape":"NextToken"}
      }
    },
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        "maxResults":{
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          "location":"querystring",
          "locationName":"maxResults"
        },
        "nextToken":{
          "shape":"NextToken",
          "location":"querystring",
          "locationName":"nextToken"
        }
      }
    },
    "ListAudienceModelsResponse":{
      "type":"structure",
      "required":["audienceModels"],
      "members":{
        "audienceModels":{"shape":"AudienceModelList"},
        "nextToken":{"shape":"NextToken"}
      }
    },
    "ListConfiguredAudienceModelsRequest":{
      "type":"structure",
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        "maxResults":{
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          "location":"querystring",
          "locationName":"maxResults"
        },
        "nextToken":{
          "shape":"NextToken",
          "location":"querystring",
          "locationName":"nextToken"
        }
      }
    },
    "ListConfiguredAudienceModelsResponse":{
      "type":"structure",
      "required":["configuredAudienceModels"],
      "members":{
        "configuredAudienceModels":{"shape":"ConfiguredAudienceModelList"},
        "nextToken":{"shape":"NextToken"}
      }
    },
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      "type":"structure",
      "required":["resourceArn"],
      "members":{
        "resourceArn":{
          "shape":"TaggableArn",
          "location":"uri",
          "locationName":"resourceArn"
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      }
    },
    "ListTagsForResourceResponse":{
      "type":"structure",
      "required":["tags"],
      "members":{
        "tags":{"shape":"TagMap"}
      }
    },
    "ListTrainingDatasetsRequest":{
      "type":"structure",
      "members":{
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          "location":"querystring",
          "locationName":"maxResults"
        },
        "nextToken":{
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          "location":"querystring",
          "locationName":"nextToken"
        }
      }
    },
    "ListTrainingDatasetsResponse":{
      "type":"structure",
      "required":["trainingDatasets"],
      "members":{
        "nextToken":{"shape":"NextToken"},
        "trainingDatasets":{"shape":"TrainingDatasetList"}
      }
    },
    "MaxResults":{
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      "box":true,
      "max":100,
      "min":1
    },
    "MetricsList":{
      "type":"list",
      "member":{"shape":"SharedAudienceMetrics"},
      "max":1,
      "min":1
    },
    "MinMatchingSeedSize":{
      "type":"integer",
      "box":true,
      "max":500000,
      "min":25
    },
    "NameString":{
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      "max":63,
      "min":1,
      "pattern":"^(?!\\s*$)[\\u0020-\\uD7FF\\uE000-\\uFFFD\\uD800\\uDBFF-\\uDC00\\uDFFF\\t]*$"
    },
    "NextToken":{
      "type":"string",
      "max":10240,
      "min":1
    },
    "PolicyExistenceCondition":{
      "type":"string",
      "enum":[
        "POLICY_MUST_EXIST",
        "POLICY_MUST_NOT_EXIST"
      ]
    },
    "PutConfiguredAudienceModelPolicyRequest":{
      "type":"structure",
      "required":[
        "configuredAudienceModelArn",
        "configuredAudienceModelPolicy"
      ],
      "members":{
        "configuredAudienceModelArn":{
          "shape":"ConfiguredAudienceModelArn",
          "location":"uri",
          "locationName":"configuredAudienceModelArn"
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        "configuredAudienceModelPolicy":{"shape":"ResourcePolicy"},
        "policyExistenceCondition":{"shape":"PolicyExistenceCondition"},
        "previousPolicyHash":{"shape":"Hash"}
      }
    },
    "PutConfiguredAudienceModelPolicyResponse":{
      "type":"structure",
      "required":[
        "configuredAudienceModelPolicy",
        "policyHash"
      ],
      "members":{
        "configuredAudienceModelPolicy":{"shape":"ResourcePolicy"},
        "policyHash":{"shape":"Hash"}
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    },
    "RelevanceMetric":{
      "type":"structure",
      "required":["audienceSize"],
      "members":{
        "audienceSize":{"shape":"AudienceSize"},
        "score":{"shape":"Double"}
      }
    },
    "RelevanceMetrics":{
      "type":"list",
      "member":{"shape":"RelevanceMetric"}
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    "ResourceDescription":{
      "type":"string",
      "max":255,
      "min":0,
      "pattern":"^[\\u0020-\\uD7FF\\uE000-\\uFFFD\\uD800\\uDBFF-\\uDC00\\uDFFF\\t\\r\\n]*$"
    },
    "ResourceNotFoundException":{
      "type":"structure",
      "required":["message"],
      "members":{
        "message":{"shape":"String"}
      },
      "error":{
        "httpStatusCode":404,
        "senderFault":true
      },
      "exception":true
    },
    "ResourcePolicy":{
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      "max":20480,
      "min":1
    },
    "S3ConfigMap":{
      "type":"structure",
      "required":["s3Uri"],
      "members":{
        "s3Uri":{"shape":"S3Path"}
      }
    },
    "S3Path":{
      "type":"string",
      "max":1285,
      "min":1,
      "pattern":"^s3://.+$"
    },
    "ServiceQuotaExceededException":{
      "type":"structure",
      "required":["message"],
      "members":{
        "message":{"shape":"String"}
      },
      "error":{
        "httpStatusCode":402,
        "senderFault":true
      },
      "exception":true
    },
    "SharedAudienceMetrics":{
      "type":"string",
      "enum":[
        "ALL",
        "NONE"
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    },
    "StartAudienceExportJobRequest":{
      "type":"structure",
      "required":[
        "audienceGenerationJobArn",
        "audienceSize",
        "name"
      ],
      "members":{
        "audienceGenerationJobArn":{"shape":"AudienceGenerationJobArn"},
        "audienceSize":{"shape":"AudienceSize"},
        "description":{"shape":"ResourceDescription"},
        "name":{"shape":"NameString"}
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    },
    "StartAudienceGenerationJobRequest":{
      "type":"structure",
      "required":[
        "configuredAudienceModelArn",
        "name",
        "seedAudience"
      ],
      "members":{
        "collaborationId":{"shape":"UUID"},
        "configuredAudienceModelArn":{"shape":"ConfiguredAudienceModelArn"},
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        "includeSeedInOutput":{"shape":"Boolean"},
        "name":{"shape":"NameString"},
        "seedAudience":{"shape":"AudienceGenerationJobDataSource"},
        "tags":{"shape":"TagMap"}
      }
    },
    "StartAudienceGenerationJobResponse":{
      "type":"structure",
      "required":["audienceGenerationJobArn"],
      "members":{
        "audienceGenerationJobArn":{"shape":"AudienceGenerationJobArn"}
      }
    },
    "StatusDetails":{
      "type":"structure",
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        "message":{"shape":"String"},
        "statusCode":{"shape":"String"}
      }
    },
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    "SyntheticTimestamp_date_time":{
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      "timestampFormat":"iso8601"
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    "TagKey":{
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      "max":128,
      "min":1,
      "pattern":"^(?!aws:).{1,128}$"
    },
    "TagKeys":{
      "type":"list",
      "member":{"shape":"TagKey"},
      "max":200,
      "min":0
    },
    "TagMap":{
      "type":"map",
      "key":{"shape":"TagKey"},
      "value":{"shape":"TagValue"},
      "max":200,
      "min":0
    },
    "TagOnCreatePolicy":{
      "type":"string",
      "enum":[
        "FROM_PARENT_RESOURCE",
        "NONE"
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    },
    "TagResourceRequest":{
      "type":"structure",
      "required":[
        "resourceArn",
        "tags"
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      "members":{
        "resourceArn":{
          "shape":"TaggableArn",
          "location":"uri",
          "locationName":"resourceArn"
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        "tags":{"shape":"TagMap"}
      }
    },
    "TagResourceResponse":{
      "type":"structure",
      "members":{
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    },
    "TagValue":{
      "type":"string",
      "max":256,
      "min":0
    },
    "TaggableArn":{
      "type":"string",
      "max":2048,
      "min":20,
      "pattern":"^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:(training-dataset|audience-model|configured-audience-model|audience-generation-job)/[-a-zA-Z0-9_/.]+$"
    },
    "TrainingDatasetArn":{
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      "min":20,
      "pattern":"^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:training-dataset/[-a-zA-Z0-9_/.]+$"
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    "TrainingDatasetList":{
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      "member":{"shape":"TrainingDatasetSummary"}
    },
    "TrainingDatasetStatus":{
      "type":"string",
      "enum":["ACTIVE"]
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    "TrainingDatasetSummary":{
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        "name",
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        "trainingDatasetArn",
        "updateTime"
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      "members":{
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    "UUID":{
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      "pattern":"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$"
    },
    "UntagResourceRequest":{
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        "tagKeys"
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          "shape":"TaggableArn",
          "location":"uri",
          "locationName":"resourceArn"
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        "tagKeys":{
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          "location":"querystring",
          "locationName":"tagKeys"
        }
      }
    },
    "UntagResourceResponse":{
      "type":"structure",
      "members":{
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    },
    "UpdateConfiguredAudienceModelRequest":{
      "type":"structure",
      "required":["configuredAudienceModelArn"],
      "members":{
        "audienceModelArn":{"shape":"AudienceModelArn"},
        "audienceSizeConfig":{"shape":"AudienceSizeConfig"},
        "configuredAudienceModelArn":{
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          "locationName":"configuredAudienceModelArn"
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        "description":{"shape":"ResourceDescription"},
        "minMatchingSeedSize":{"shape":"MinMatchingSeedSize"},
        "outputConfig":{"shape":"ConfiguredAudienceModelOutputConfig"},
        "sharedAudienceMetrics":{"shape":"MetricsList"}
      }
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    "UpdateConfiguredAudienceModelResponse":{
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    },
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        "senderFault":true
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  }
}