cleanroomsml.json

{
    "smithy": "2.0",
    "shapes": {
        "com.amazonaws.cleanroomsml#AWSStarkControlService": {
            "type": "service",
            "version": "2023-09-06",
            "operations": [
                {
                    "target": "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociations"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannels"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobs"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobs"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModels"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ListTagsForResource"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#TagResource"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#UntagResource"
                }
            ],
            "resources": [
                {
                    "target": "com.amazonaws.cleanroomsml#AudienceExportJob"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJob"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#AudienceModel"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModel"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelPolicy"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithm"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociation"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#MLConfiguration"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannel"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#TrainedModel"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelExportJob"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJob"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#TrainingDataset"
                }
            ],
            "traits": {
                "aws.api#service": {
                    "sdkId": "CleanRoomsML",
                    "arnNamespace": "cleanrooms-ml",
                    "cloudTrailEventSource": "cleanrooms-ml.amazonaws.com"
                },
                "aws.auth#sigv4": {
                    "name": "cleanrooms-ml"
                },
                "aws.protocols#restJson1": {},
                "smithy.api#cors": {
                    "additionalAllowedHeaders": [
                        "*",
                        "content-type",
                        "x-amz-content-sha256",
                        "x-amz-user-agent",
                        "x-amzn-platform-id",
                        "x-amzn-trace-id"
                    ],
                    "additionalExposedHeaders": [
                        "x-amzn-errortype",
                        "x-amzn-requestid",
                        "x-amzn-trace-id"
                    ],
                    "maxAge": 86400
                },
                "smithy.api#documentation": "<p>Welcome to the <i>Amazon Web Services Clean Rooms ML API Reference</i>.</p>\n         <p>Amazon Web Services Clean Rooms ML provides a privacy-enhancing method for two parties to identify similar users in their data without the need to share their data with each other. The first party brings the training data to Clean Rooms so that they can create and configure an audience model (lookalike model) and associate it with a collaboration. The second party then brings their seed data to Clean Rooms  and generates an audience (lookalike segment) that resembles the training data.</p>\n         <p>To learn more about Amazon Web Services Clean Rooms ML concepts, procedures, and best practices, see the\n       <a href=\"https://docs.aws.amazon.com/clean-rooms/latest/userguide/machine-learning.html\">Clean Rooms User Guide</a>.</p>\n         <p>To learn more about SQL commands, functions, and conditions supported in Clean Rooms, see the\n       <a href=\"https://docs.aws.amazon.com/clean-rooms/latest/sql-reference/sql-reference.html\">Clean Rooms SQL Reference</a>.</p>",
                "smithy.api#title": "AWS Clean Rooms ML",
                "smithy.rules#endpointRuleSet": {
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                            "builtIn": "AWS::Region",
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                        },
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                            "builtIn": "AWS::UseDualStack",
                            "required": true,
                            "default": false,
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                            "type": "Boolean"
                        },
                        "UseFIPS": {
                            "builtIn": "AWS::UseFIPS",
                            "required": true,
                            "default": false,
                            "documentation": "When true, send this request to the FIPS-compliant regional endpoint. If the configured endpoint does not have a FIPS compliant endpoint, dispatching the request will return an error.",
                            "type": "Boolean"
                        },
                        "Endpoint": {
                            "builtIn": "SDK::Endpoint",
                            "required": false,
                            "documentation": "Override the endpoint used to send this request",
                            "type": "String"
                        }
                    },
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                        {
                            "conditions": [
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                                    "fn": "isSet",
                                    "argv": [
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                                            "ref": "Endpoint"
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                                    "conditions": [
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                                            "fn": "booleanEquals",
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                                                {
                                                    "ref": "UseFIPS"
                                                },
                                                true
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                                    "error": "Invalid Configuration: FIPS and custom endpoint are not supported",
                                    "type": "error"
                                },
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                                    "rules": [
                                        {
                                            "conditions": [
                                                {
                                                    "fn": "booleanEquals",
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                                                        {
                                                            "ref": "UseDualStack"
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                                                        true
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                                            "type": "error"
                                        },
                                        {
                                            "conditions": [],
                                            "endpoint": {
                                                "url": {
                                                    "ref": "Endpoint"
                                                },
                                                "properties": {},
                                                "headers": {}
                                            },
                                            "type": "endpoint"
                                        }
                                    ],
                                    "type": "tree"
                                }
                            ],
                            "type": "tree"
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                            "conditions": [],
                            "rules": [
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                                    "conditions": [
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                                            "fn": "isSet",
                                            "argv": [
                                                {
                                                    "ref": "Region"
                                                }
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                                        {
                                            "conditions": [
                                                {
                                                    "fn": "aws.partition",
                                                    "argv": [
                                                        {
                                                            "ref": "Region"
                                                        }
                                                    ],
                                                    "assign": "PartitionResult"
                                                }
                                            ],
                                            "rules": [
                                                {
                                                    "conditions": [
                                                        {
                                                            "fn": "booleanEquals",
                                                            "argv": [
                                                                {
                                                                    "ref": "UseFIPS"
                                                                },
                                                                true
                                                            ]
                                                        },
                                                        {
                                                            "fn": "booleanEquals",
                                                            "argv": [
                                                                {
                                                                    "ref": "UseDualStack"
                                                                },
                                                                true
                                                            ]
                                                        }
                                                    ],
                                                    "rules": [
                                                        {
                                                            "conditions": [
                                                                {
                                                                    "fn": "booleanEquals",
                                                                    "argv": [
                                                                        true,
                                                                        {
                                                                            "fn": "getAttr",
                                                                            "argv": [
                                                                                {
                                                                                    "ref": "PartitionResult"
                                                                                },
                                                                                "supportsFIPS"
                                                                            ]
                                                                        }
                                                                    ]
                                                                },
                                                                {
                                                                    "fn": "booleanEquals",
                                                                    "argv": [
                                                                        true,
                                                                        {
                                                                            "fn": "getAttr",
                                                                            "argv": [
                                                                                {
                                                                                    "ref": "PartitionResult"
                                                                                },
                                                                                "supportsDualStack"
                                                                            ]
                                                                        }
                                                                    ]
                                                                }
                                                            ],
                                                            "rules": [
                                                                {
                                                                    "conditions": [],
                                                                    "rules": [
                                                                        {
                                                                            "conditions": [],
                                                                            "endpoint": {
                                                                                "url": "https://cleanrooms-ml-fips.{Region}.{PartitionResult#dualStackDnsSuffix}",
                                                                                "properties": {},
                                                                                "headers": {}
                                                                            },
                                                                            "type": "endpoint"
                                                                        }
                                                                    ],
                                                                    "type": "tree"
                                                                }
                                                            ],
                                                            "type": "tree"
                                                        },
                                                        {
                                                            "conditions": [],
                                                            "error": "FIPS and DualStack are enabled, but this partition does not support one or both",
                                                            "type": "error"
                                                        }
                                                    ],
                                                    "type": "tree"
                                                },
                                                {
                                                    "conditions": [
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                                                            "fn": "booleanEquals",
                                                            "argv": [
                                                                {
                                                                    "ref": "UseFIPS"
                                                                },
                                                                true
                                                            ]
                                                        }
                                                    ],
                                                    "rules": [
                                                        {
                                                            "conditions": [
                                                                {
                                                                    "fn": "booleanEquals",
                                                                    "argv": [
                                                                        {
                                                                            "fn": "getAttr",
                                                                            "argv": [
                                                                                {
                                                                                    "ref": "PartitionResult"
                                                                                },
                                                                                "supportsFIPS"
                                                                            ]
                                                                        },
                                                                        true
                                                                    ]
                                                                }
                                                            ],
                                                            "rules": [
                                                                {
                                                                    "conditions": [],
                                                                    "rules": [
                                                                        {
                                                                            "conditions": [],
                                                                            "endpoint": {
                                                                                "url": "https://cleanrooms-ml-fips.{Region}.{PartitionResult#dnsSuffix}",
                                                                                "properties": {},
                                                                                "headers": {}
                                                                            },
                                                                            "type": "endpoint"
                                                                        }
                                                                    ],
                                                                    "type": "tree"
                                                                }
                                                            ],
                                                            "type": "tree"
                                                        },
                                                        {
                                                            "conditions": [],
                                                            "error": "FIPS is enabled but this partition does not support FIPS",
                                                            "type": "error"
                                                        }
                                                    ],
                                                    "type": "tree"
                                                },
                                                {
                                                    "conditions": [
                                                        {
                                                            "fn": "booleanEquals",
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                                                                {
                                                                    "ref": "UseDualStack"
                                                                },
                                                                true
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                                                                    "fn": "booleanEquals",
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                                                                                {
                                                                                    "ref": "PartitionResult"
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                                                                {
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                                                                    "rules": [
                                                                        {
                                                                            "conditions": [],
                                                                            "endpoint": {
                                                                                "url": "https://cleanrooms-ml.{Region}.{PartitionResult#dualStackDnsSuffix}",
                                                                                "properties": {},
                                                                                "headers": {}
                                                                            },
                                                                            "type": "endpoint"
                                                                        }
                                                                    ],
                                                                    "type": "tree"
                                                                }
                                                            ],
                                                            "type": "tree"
                                                        },
                                                        {
                                                            "conditions": [],
                                                            "error": "DualStack is enabled but this partition does not support DualStack",
                                                            "type": "error"
                                                        }
                                                    ],
                                                    "type": "tree"
                                                },
                                                {
                                                    "conditions": [],
                                                    "rules": [
                                                        {
                                                            "conditions": [],
                                                            "endpoint": {
                                                                "url": "https://cleanrooms-ml.{Region}.{PartitionResult#dnsSuffix}",
                                                                "properties": {},
                                                                "headers": {}
                                                            },
                                                            "type": "endpoint"
                                                        }
                                                    ],
                                                    "type": "tree"
                                                }
                                            ],
                                            "type": "tree"
                                        }
                                    ],
                                    "type": "tree"
                                },
                                {
                                    "conditions": [],
                                    "error": "Invalid Configuration: Missing Region",
                                    "type": "error"
                                }
                            ],
                            "type": "tree"
                        }
                    ]
                },
                "smithy.rules#endpointTests": {
                    "testCases": [
                        {
                            "documentation": "For region us-east-1 with FIPS enabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-east-1.api.aws"
                                }
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": true,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-east-1 with FIPS enabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-east-1.amazonaws.com"
                                }
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": true,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-east-1 with FIPS disabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-east-1.api.aws"
                                }
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": false,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-east-1 with FIPS disabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-east-1.amazonaws.com"
                                }
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": false,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region cn-north-1 with FIPS enabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.cn-north-1.api.amazonwebservices.com.cn"
                                }
                            },
                            "params": {
                                "Region": "cn-north-1",
                                "UseFIPS": true,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region cn-north-1 with FIPS enabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.cn-north-1.amazonaws.com.cn"
                                }
                            },
                            "params": {
                                "Region": "cn-north-1",
                                "UseFIPS": true,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region cn-north-1 with FIPS disabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.cn-north-1.api.amazonwebservices.com.cn"
                                }
                            },
                            "params": {
                                "Region": "cn-north-1",
                                "UseFIPS": false,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region cn-north-1 with FIPS disabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.cn-north-1.amazonaws.com.cn"
                                }
                            },
                            "params": {
                                "Region": "cn-north-1",
                                "UseFIPS": false,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-gov-east-1 with FIPS enabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-gov-east-1.api.aws"
                                }
                            },
                            "params": {
                                "Region": "us-gov-east-1",
                                "UseFIPS": true,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-gov-east-1 with FIPS enabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-gov-east-1.amazonaws.com"
                                }
                            },
                            "params": {
                                "Region": "us-gov-east-1",
                                "UseFIPS": true,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-gov-east-1 with FIPS disabled and DualStack enabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-gov-east-1.api.aws"
                                }
                            },
                            "params": {
                                "Region": "us-gov-east-1",
                                "UseFIPS": false,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-gov-east-1 with FIPS disabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-gov-east-1.amazonaws.com"
                                }
                            },
                            "params": {
                                "Region": "us-gov-east-1",
                                "UseFIPS": false,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-iso-east-1 with FIPS enabled and DualStack enabled",
                            "expect": {
                                "error": "FIPS and DualStack are enabled, but this partition does not support one or both"
                            },
                            "params": {
                                "Region": "us-iso-east-1",
                                "UseFIPS": true,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-iso-east-1 with FIPS enabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-iso-east-1.c2s.ic.gov"
                                }
                            },
                            "params": {
                                "Region": "us-iso-east-1",
                                "UseFIPS": true,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-iso-east-1 with FIPS disabled and DualStack enabled",
                            "expect": {
                                "error": "DualStack is enabled but this partition does not support DualStack"
                            },
                            "params": {
                                "Region": "us-iso-east-1",
                                "UseFIPS": false,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-iso-east-1 with FIPS disabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-iso-east-1.c2s.ic.gov"
                                }
                            },
                            "params": {
                                "Region": "us-iso-east-1",
                                "UseFIPS": false,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-isob-east-1 with FIPS enabled and DualStack enabled",
                            "expect": {
                                "error": "FIPS and DualStack are enabled, but this partition does not support one or both"
                            },
                            "params": {
                                "Region": "us-isob-east-1",
                                "UseFIPS": true,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-isob-east-1 with FIPS enabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml-fips.us-isob-east-1.sc2s.sgov.gov"
                                }
                            },
                            "params": {
                                "Region": "us-isob-east-1",
                                "UseFIPS": true,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For region us-isob-east-1 with FIPS disabled and DualStack enabled",
                            "expect": {
                                "error": "DualStack is enabled but this partition does not support DualStack"
                            },
                            "params": {
                                "Region": "us-isob-east-1",
                                "UseFIPS": false,
                                "UseDualStack": true
                            }
                        },
                        {
                            "documentation": "For region us-isob-east-1 with FIPS disabled and DualStack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://cleanrooms-ml.us-isob-east-1.sc2s.sgov.gov"
                                }
                            },
                            "params": {
                                "Region": "us-isob-east-1",
                                "UseFIPS": false,
                                "UseDualStack": false
                            }
                        },
                        {
                            "documentation": "For custom endpoint with region set and fips disabled and dualstack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://example.com"
                                }
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": false,
                                "UseDualStack": false,
                                "Endpoint": "https://example.com"
                            }
                        },
                        {
                            "documentation": "For custom endpoint with region not set and fips disabled and dualstack disabled",
                            "expect": {
                                "endpoint": {
                                    "url": "https://example.com"
                                }
                            },
                            "params": {
                                "UseFIPS": false,
                                "UseDualStack": false,
                                "Endpoint": "https://example.com"
                            }
                        },
                        {
                            "documentation": "For custom endpoint with fips enabled and dualstack disabled",
                            "expect": {
                                "error": "Invalid Configuration: FIPS and custom endpoint are not supported"
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": true,
                                "UseDualStack": false,
                                "Endpoint": "https://example.com"
                            }
                        },
                        {
                            "documentation": "For custom endpoint with fips disabled and dualstack enabled",
                            "expect": {
                                "error": "Invalid Configuration: Dualstack and custom endpoint are not supported"
                            },
                            "params": {
                                "Region": "us-east-1",
                                "UseFIPS": false,
                                "UseDualStack": true,
                                "Endpoint": "https://example.com"
                            }
                        },
                        {
                            "documentation": "Missing region",
                            "expect": {
                                "error": "Invalid Configuration: Missing Region"
                            }
                        }
                    ],
                    "version": "1.0"
                }
            }
        },
        "com.amazonaws.cleanroomsml#AccessDeniedException": {
            "type": "structure",
            "members": {
                "message": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>You do not have sufficient access to perform this action.</p>",
                "smithy.api#error": "client",
                "smithy.api#httpError": 403
            }
        },
        "com.amazonaws.cleanroomsml#AccountId": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 12,
                    "max": 12
                },
                "smithy.api#pattern": "^[0-9]{12}$"
            }
        },
        "com.amazonaws.cleanroomsml#AccountIdList": {
            "type": "list",
            "member": {
                "target": "smithy.api#String"
            },
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 5
                }
            }
        },
        "com.amazonaws.cleanroomsml#AlgorithmImage": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 255
                },
                "smithy.api#pattern": "^.*$"
            }
        },
        "com.amazonaws.cleanroomsml#AnalysisTemplateArn": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 0,
                    "max": 200
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms:[\\w]{2}-[\\w]{4,9}-[\\d]:[\\d]{12}:membership/[\\d\\w-]+/analysistemplate/[\\d\\w-]+$"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceDestination": {
            "type": "structure",
            "members": {
                "s3Destination": {
                    "target": "com.amazonaws.cleanroomsml#S3ConfigMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon S3 bucket and path for the configured audience.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines the Amazon S3 bucket where the configured audience is stored.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceExportJob": {
            "type": "resource",
            "identifiers": {
                "audienceExportJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceExportJobArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#StartAudienceExportJob"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceExportJobs"
            },
            "traits": {
                "aws.api#arn": {
                    "template": "{audienceExportJobArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceExportJobArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#AudienceExportJob"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:audience-export-job/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceExportJobList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#AudienceExportJobSummary"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceExportJobStatus": {
            "type": "enum",
            "members": {
                "CREATE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_PENDING"
                    }
                },
                "CREATE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_IN_PROGRESS"
                    }
                },
                "CREATE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_FAILED"
                    }
                },
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ACTIVE"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceExportJobSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the audience export job was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the audience export job was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience export job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job that was exported.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceSize": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSize",
                    "traits": {
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience export job.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#AudienceExportJobStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the audience export job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "outputLocation": {
                    "target": "com.amazonaws.cleanroomsml#S3Path",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon S3 bucket where the audience export is stored.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information about the audience export job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJob": {
            "type": "resource",
            "identifiers": {
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#StartAudienceGenerationJob"
            },
            "read": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceGenerationJob"
            },
            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteAudienceGenerationJob"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceGenerationJobs"
            },
            "traits": {
                "aws.api#arn": {
                    "template": "{audienceGenerationJobArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJobArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#AudienceGenerationJob"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:audience-generation-job/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJobDataSource": {
            "type": "structure",
            "members": {
                "dataSource": {
                    "target": "com.amazonaws.cleanroomsml#S3ConfigMap",
                    "traits": {
                        "smithy.api#documentation": "<p>Defines the Amazon S3 bucket where the seed audience for the generating audience is stored. A valid data source is a JSON line file in the following format:</p>\n         <p>\n            <code>{\"user_id\": \"111111\"}</code>\n         </p>\n         <p>\n            <code>{\"user_id\": \"222222\"}</code>\n         </p>\n         <p>\n            <code>...</code>\n         </p>"
                    }
                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The ARN of the IAM role that can read the Amazon S3 bucket where the seed audience is stored.</p>",
                        "smithy.api#required": {}
                    }
                },
                "sqlParameters": {
                    "target": "com.amazonaws.cleanroomsml#ProtectedQuerySQLParameters",
                    "traits": {
                        "smithy.api#documentation": "<p>The protected SQL query parameters.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines the Amazon S3 bucket where the seed audience for the generating audience is stored.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJobList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobSummary"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJobStatus": {
            "type": "enum",
            "members": {
                "CREATE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_PENDING"
                    }
                },
                "CREATE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_IN_PROGRESS"
                    }
                },
                "CREATE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_FAILED"
                    }
                },
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ACTIVE"
                    }
                },
                "DELETE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_PENDING"
                    }
                },
                "DELETE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_IN_PROGRESS"
                    }
                },
                "DELETE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_FAILED"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceGenerationJobSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the audience generation job was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the audience generation job was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience generation job.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that was used for this audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationId": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The identifier of the collaboration that contains this audience generation job.</p>"
                    }
                },
                "startedBy": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The AWS Account that submitted the job.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information about the configured audience generation job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceModel": {
            "type": "resource",
            "identifiers": {
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#CreateAudienceModel"
            },
            "read": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceModel"
            },
            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteAudienceModel"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceModels"
            },
            "traits": {
                "aws.api#arn": {
                    "template": "{audienceModelArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceModelArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#AudienceModel"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:audience-model/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceModelList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#AudienceModelSummary"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceModelStatus": {
            "type": "enum",
            "members": {
                "CREATE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_PENDING"
                    }
                },
                "CREATE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_IN_PROGRESS"
                    }
                },
                "CREATE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_FAILED"
                    }
                },
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ACTIVE"
                    }
                },
                "DELETE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_PENDING"
                    }
                },
                "DELETE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_IN_PROGRESS"
                    }
                },
                "DELETE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_FAILED"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceModelSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the audience model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the audience model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset that was used for the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the audience model.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceQualityMetrics": {
            "type": "structure",
            "members": {
                "relevanceMetrics": {
                    "target": "com.amazonaws.cleanroomsml#RelevanceMetrics",
                    "traits": {
                        "smithy.api#documentation": "<p>The relevance scores of the generated audience.</p>",
                        "smithy.api#required": {}
                    }
                },
                "recallMetric": {
                    "target": "smithy.api#Double",
                    "traits": {
                        "smithy.api#documentation": "<p>The recall score of the generated audience. Recall is the percentage of the most similar users (by default, the most similar 20%) from a sample of the training data that are included in the seed audience by the audience generation job. Values range from 0-1, larger values indicate a better audience. A recall value approximately equal to the maximum bin size indicates that the audience model is equivalent to random selection.\n      </p>",
                        "smithy.api#range": {
                            "min": 0.0,
                            "max": 1.0
                        }
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Metrics that describe the quality of the generated audience.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceSize": {
            "type": "structure",
            "members": {
                "type": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeType",
                    "traits": {
                        "smithy.api#documentation": "<p>Whether the audience size is defined in absolute terms or as a percentage. You can use the <code>ABSOLUTE</code>\n            <a>AudienceSize</a> to configure out audience sizes using the count of identifiers in the output. You can use the <code>Percentage</code>\n            <a>AudienceSize</a> to configure sizes in the range 1-100 percent.</p>",
                        "smithy.api#required": {}
                    }
                },
                "value": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeValue",
                    "traits": {
                        "smithy.api#documentation": "<p>Specify an audience size value.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The size of the generated audience. Must match one of the sizes in the configured audience model.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceSizeBins": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#AudienceSizeValue"
            },
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 25
                },
                "smithy.api#uniqueItems": {}
            }
        },
        "com.amazonaws.cleanroomsml#AudienceSizeConfig": {
            "type": "structure",
            "members": {
                "audienceSizeType": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeType",
                    "traits": {
                        "smithy.api#documentation": "<p>Whether the audience output sizes are defined as an absolute number or a percentage.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceSizeBins": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeBins",
                    "traits": {
                        "smithy.api#documentation": "<p>An array of the different audience output sizes.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Returns the relevance scores at these audience sizes when used in the <a>GetAudienceGenerationJob</a> for a specified audience generation job and configured audience model.</p>\n         <p>Specifies the list of allowed <code>audienceSize</code> values when used in the <a>StartAudienceExportJob</a> for an audience generation job. You can use the <code>ABSOLUTE</code>\n            <a>AudienceSize</a> to configure out audience sizes using the count of identifiers in the output. You can use the <code>Percentage</code>\n            <a>AudienceSize</a> to configure sizes in the range 1-100 percent.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#AudienceSizeType": {
            "type": "enum",
            "members": {
                "ABSOLUTE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ABSOLUTE"
                    }
                },
                "PERCENTAGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "PERCENTAGE"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#AudienceSizeValue": {
            "type": "integer",
            "traits": {
                "smithy.api#range": {
                    "min": 1,
                    "max": 20000000
                }
            }
        },
        "com.amazonaws.cleanroomsml#CancelTrainedModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CancelTrainedModelRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Submits a request to cancel the trained model job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "PATCH",
                    "uri": "/memberships/{membershipIdentifier}/trained-models/{trainedModelArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CancelTrainedModelInferenceJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CancelTrainedModelInferenceJobRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Submits a request to cancel a trained model inference job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "PATCH",
                    "uri": "/memberships/{membershipIdentifier}/trained-model-inference-jobs/{trainedModelInferenceJobArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CancelTrainedModelInferenceJobRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the trained model inference job that you want to cancel.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "trainedModelInferenceJobArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model inference job that you want to cancel.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CancelTrainedModelRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the trained model job that you want to cancel.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model job that you want to cancel.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
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                },
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                "collaborationIdentifier": {
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                "creatorAccountId": {
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                },
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                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
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                "smithy.api#documentation": "<p>Provides summary information about a trained model export job in a collaboration.</p>"
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                        "smithy.api#documentation": "<p>The description of the trained model inference job.</p>"
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                        "smithy.api#documentation": "<p>the trained model inference job metrics status.</p>"
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                        "smithy.api#documentation": "<p>Details about the metrics status for trained model inference job.</p>"
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                        "smithy.api#documentation": "<p>Details about the logs status for the trained model inference job.</p>"
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                        "smithy.api#timestampFormat": "date-time"
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                },
                "creatorAccountId": {
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                        "smithy.api#documentation": "<p>The account ID that created the trained model inference job.</p>",
                        "smithy.api#required": {}
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            },
            "traits": {
                "smithy.api#documentation": "<p>Provides summary information about a trained model inference job in a collaboration.</p>"
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        },
        "com.amazonaws.cleanroomsml#CollaborationTrainedModelList": {
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                        "smithy.api#documentation": "<p>The most recent time at which the trained model was updated.</p>",
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                        "smithy.api#timestampFormat": "date-time"
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                },
                "trainedModelArn": {
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                },
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                },
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                        "smithy.api#documentation": "<p>The description of the trained model.</p>"
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                "collaborationIdentifier": {
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                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model.</p>",
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                },
                "status": {
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                        "smithy.api#documentation": "<p>The status of the trained model.</p>",
                        "smithy.api#required": {}
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                "configuredModelAlgorithmAssociationArn": {
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                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that is used for this trained model.</p>",
                        "smithy.api#required": {}
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                },
                "creatorAccountId": {
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                        "smithy.api#documentation": "<p>The account ID of the member that created the trained model.</p>",
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            },
            "traits": {
                "smithy.api#documentation": "<p>Provides summary information about a trained model in a collaboration.</p>"
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        "com.amazonaws.cleanroomsml#ColumnName": {
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                "smithy.api#length": {
                    "min": 1,
                    "max": 128
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                "smithy.api#pattern": "^[a-zA-Z0-9_](([a-zA-Z0-9_ ]+-)*([a-zA-Z0-9_ ]+))?$"
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                "columnTypes": {
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                        "smithy.api#documentation": "<p>The data type of column.</p>",
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            "traits": {
                "smithy.api#documentation": "<p>Metadata for a column.</p>"
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                        "smithy.api#enumValue": "ITEM_ID"
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                "TIMESTAMP": {
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                        "smithy.api#enumValue": "TIMESTAMP"
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                "CATEGORICAL_FEATURE": {
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            "traits": {
                "smithy.api#documentation": "<p>Provides configuration information for the instances that will perform the compute work.</p>"
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            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModel"
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            "list": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredAudienceModels"
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                        "smithy.api#documentation": "<p>The ARN of the IAM role that can write the Amazon S3 bucket.</p>",
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            "traits": {
                "smithy.api#documentation": "<p>Configuration information necessary for the configure audience model output.</p>"
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            "traits": {
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                },
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                },
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                        "smithy.api#documentation": "<p>The description of the configured audience model.</p>"
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                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the configured audience model.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithm": {
            "type": "resource",
            "identifiers": {
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithm"
            },
            "read": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithm"
            },
            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithm"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithms"
            },
            "traits": {
                "aws.api#arn": {
                    "template": "{configuredModelAlgorithmArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithm"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:configured-model-algorithm/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociation": {
            "type": "resource",
            "identifiers": {
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociation"
            },
            "read": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociation"
            },
            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmAssociation"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociations"
            },
            "operations": [
                {
                    "target": "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociation"
                }
            ],
            "traits": {
                "aws.api#arn": {
                    "template": "{configuredModelAlgorithmAssociationArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociation"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:(membership/[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}/)?configured-model-algorithm-association/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArnList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationSummary"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured model algorithm association was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured model algorithm association was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm that is being associated.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm association.</p>"
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides summary information about the configured model algorithm association.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmSummary"
            }
        },
        "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured model algorithm was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured model algorithm was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides summary information about a configured model algorithm.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ConflictException": {
            "type": "structure",
            "members": {
                "message": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>You can't complete this action because another resource depends on this resource.</p>",
                "smithy.api#error": "client",
                "smithy.api#httpError": 409
            }
        },
        "com.amazonaws.cleanroomsml#ContainerArgument": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 256
                },
                "smithy.api#pattern": "^.*$"
            }
        },
        "com.amazonaws.cleanroomsml#ContainerArguments": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ContainerArgument"
            },
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 100
                }
            }
        },
        "com.amazonaws.cleanroomsml#ContainerConfig": {
            "type": "structure",
            "members": {
                "imageUri": {
                    "target": "com.amazonaws.cleanroomsml#AlgorithmImage",
                    "traits": {
                        "smithy.api#documentation": "<p>The registry path of the docker image that contains the algorithm. Clean Rooms ML supports both <code>registry/repository[:tag]</code> and <code>registry/repositry[@digest]</code> image path formats. For more information about using images in Clean Rooms ML, see the <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AlgorithmSpecification.html#sagemaker-Type-AlgorithmSpecification-TrainingImage\">Sagemaker API reference</a>.</p>",
                        "smithy.api#required": {}
                    }
                },
                "entrypoint": {
                    "target": "com.amazonaws.cleanroomsml#ContainerEntrypoint",
                    "traits": {
                        "smithy.api#documentation": "<p>The entrypoint script for a Docker container used to run a training job. This script takes precedence over the default train processing instructions. See How Amazon SageMaker Runs Your Training Image for additional information. For more information, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo-dockerfile.html\">How Sagemaker runs your training image</a>.</p>"
                    }
                },
                "arguments": {
                    "target": "com.amazonaws.cleanroomsml#ContainerArguments",
                    "traits": {
                        "smithy.api#documentation": "<p>The arguments for a container used to run a training job. See How Amazon SageMaker Runs Your Training Image for additional information. For more information, see <a href=\"https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-training-algo-dockerfile.html\">How Sagemaker runs your training image</a>.</p>"
                    }
                },
                "metricDefinitions": {
                    "target": "com.amazonaws.cleanroomsml#MetricDefinitionList",
                    "traits": {
                        "smithy.api#documentation": "<p>A list of metric definition objects. Each object specifies the metric name and regular expressions used to parse algorithm logs. Amazon Web Services Clean Rooms ML publishes each metric to all members' Amazon CloudWatch using IAM role configured in <a>PutMLConfiguration</a>.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides configuration information for the dockerized container where the model algorithm is stored.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ContainerEntrypoint": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ContainerEntrypointString"
            },
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 100
                }
            }
        },
        "com.amazonaws.cleanroomsml#ContainerEntrypointString": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 256
                },
                "smithy.api#pattern": "^.*$"
            }
        },
        "com.amazonaws.cleanroomsml#CreateAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateAudienceModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateAudienceModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Defines the information necessary to create an audience model. An audience model is a machine learning model that Clean Rooms ML trains to measure similarity between users. Clean Rooms ML manages training and storing the audience model. The audience model can be used in multiple calls to the <a>StartAudienceGenerationJob</a> API.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/audience-model"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateAudienceModelRequest": {
            "type": "structure",
            "members": {
                "trainingDataStartTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The start date and time of the training window.</p>",
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainingDataEndTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The end date and time of the training window.</p>",
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience model resource.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset for this audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the trained ML model and the associated data.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateAudienceModelResponse": {
            "type": "structure",
            "members": {
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredAudienceModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredAudienceModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Defines the information necessary to create a configured audience model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/configured-audience-model"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredAudienceModelRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model to use for the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "outputConfig": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelOutputConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Configure the Amazon S3 location and IAM Role for audiences created using this configured audience model. Each audience will have a unique location. The IAM Role must have <code>s3:PutObject</code> permission on the destination Amazon S3 location. If the destination is protected with Amazon S3 KMS-SSE, then the Role must also have the required KMS permissions.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured audience model.</p>"
                    }
                },
                "sharedAudienceMetrics": {
                    "target": "com.amazonaws.cleanroomsml#MetricsList",
                    "traits": {
                        "smithy.api#documentation": "<p>Whether audience metrics are shared.</p>",
                        "smithy.api#required": {}
                    }
                },
                "minMatchingSeedSize": {
                    "target": "com.amazonaws.cleanroomsml#MinMatchingSeedSize",
                    "traits": {
                        "smithy.api#default": 500,
                        "smithy.api#documentation": "<p>The minimum number of users from the seed audience that must match with users in the training data of the audience model. The default value is 500.</p>"
                    }
                },
                "audienceSizeConfig": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Configure the list of output sizes of audiences that can be created using this configured audience model. A request to <a>StartAudienceGenerationJob</a> that uses this configured audience model must have an <code>audienceSize</code> selected from this list. You can use the <code>ABSOLUTE</code>\n            <a>AudienceSize</a> to configure out audience sizes using the count of identifiers in the output. You can use the <code>Percentage</code>\n            <a>AudienceSize</a> to configure sizes in the range 1-100 percent.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "childResourceTagOnCreatePolicy": {
                    "target": "com.amazonaws.cleanroomsml#TagOnCreatePolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>Configure how the service tags audience generation jobs created using this configured audience model. If you specify <code>NONE</code>, the tags from the <a>StartAudienceGenerationJob</a> request determine the tags of the audience generation job. If you specify <code>FROM_PARENT_RESOURCE</code>, the audience generation job inherits the tags from the configured audience model, by default. Tags in the <a>StartAudienceGenerationJob</a> will override the default.</p>\n         <p>When the client is in a different account than the configured audience model, the tags from the client are never applied to a resource in the caller's account.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredAudienceModelResponse": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithm": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Creates a configured model algorithm using a container image stored in an ECR repository.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/configured-model-algorithms"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociation": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociationRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociationResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Associates a configured model algorithm to a collaboration for use by any member of the collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/memberships/{membershipIdentifier}/configured-model-algorithm-associations"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociationRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member who is associating this configured model algorithm.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm that you want to associate.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm association.</p>"
                    }
                },
                "privacyConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#PrivacyConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>Specifies the privacy configuration information for the configured model algorithm association. This information includes the maximum data size that can be exported.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmAssociationResponse": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm.</p>"
                    }
                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the role that is used to access the repository.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingContainerConfig": {
                    "target": "com.amazonaws.cleanroomsml#ContainerConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Configuration information for the training container, including entrypoints and arguments.</p>"
                    }
                },
                "inferenceContainerConfig": {
                    "target": "com.amazonaws.cleanroomsml#InferenceContainerConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Configuration information for the inference container that is used when you run an inference job on a configured model algorithm.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the configured ML model algorithm and associated data.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateConfiguredModelAlgorithmResponse": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateMLInputChannel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateMLInputChannelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateMLInputChannelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Provides the information to create an ML input channel. An ML input channel is the result of a query that can be used for ML modeling.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/memberships/{membershipIdentifier}/ml-input-channels"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateMLInputChannelRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is creating the ML input channel.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArnList",
                    "traits": {
                        "smithy.api#documentation": "<p>The associated configured model algorithms that are necessary to create this ML input channel.</p>",
                        "smithy.api#length": {
                            "min": 1,
                            "max": 1
                        },
                        "smithy.api#required": {}
                    }
                },
                "inputChannel": {
                    "target": "com.amazonaws.cleanroomsml#InputChannel",
                    "traits": {
                        "smithy.api#documentation": "<p>The input data that is used to create this ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "retentionInDays": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of days that the data in the ML input channel is retained.</p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 30
                        },
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the ML input channel.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key that is used to access the input channel.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateMLInputChannelResponse": {
            "type": "structure",
            "members": {
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainedModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateTrainedModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateTrainedModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Creates a trained model from an associated configured model algorithm using data from any member of the collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/memberships/{membershipIdentifier}/trained-models"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainedModelRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is creating the trained model.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The associated configured model algorithm used to train this model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "hyperparameters": {
                    "target": "com.amazonaws.cleanroomsml#HyperParameters",
                    "traits": {
                        "smithy.api#documentation": "<p>Algorithm-specific parameters that influence the quality of the model. You set hyperparameters before you start the learning process.</p>"
                    }
                },
                "environment": {
                    "target": "com.amazonaws.cleanroomsml#Environment",
                    "traits": {
                        "smithy.api#documentation": "<p>The environment variables to set in the Docker container.</p>"
                    }
                },
                "resourceConfig": {
                    "target": "com.amazonaws.cleanroomsml#ResourceConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Information about the EC2 resources that are used to train this model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "stoppingCondition": {
                    "target": "com.amazonaws.cleanroomsml#StoppingCondition",
                    "traits": {
                        "smithy.api#documentation": "<p>The criteria that is used to stop model training.</p>"
                    }
                },
                "dataChannels": {
                    "target": "com.amazonaws.cleanroomsml#ModelTrainingDataChannels",
                    "traits": {
                        "smithy.api#documentation": "<p>Defines the data channels that are used as input for the trained model request.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the trained ML model and the associated data.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainedModelResponse": {
            "type": "structure",
            "members": {
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainingDataset": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#CreateTrainingDatasetRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#CreateTrainingDatasetResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Defines the information necessary to create a training dataset. In Clean Rooms ML, the <code>TrainingDataset</code> is metadata that points to a Glue table, which is read only during <code>AudienceModel</code> creation.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/training-dataset"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainingDatasetRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the training dataset. This name must be unique in your account and region.</p>",
                        "smithy.api#required": {}
                    }
                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The ARN of the IAM role that Clean Rooms ML can assume to read the data referred to in the <code>dataSource</code> field of each dataset.</p>\n         <p>Passing a role across AWS accounts is not allowed. If you pass a role that isn't in your account, you get an <code>AccessDeniedException</code> error.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingData": {
                    "target": "com.amazonaws.cleanroomsml#DatasetList",
                    "traits": {
                        "smithy.api#documentation": "<p>An array of information that lists the Dataset objects, which specifies the dataset type and details on its location and schema. You must provide a role that has read access to these tables.</p>",
                        "smithy.api#length": {
                            "min": 1,
                            "max": 1
                        },
                        "smithy.api#required": {}
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the training dataset.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#CreateTrainingDatasetResponse": {
            "type": "structure",
            "members": {
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset resource.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#DataSource": {
            "type": "structure",
            "members": {
                "glueDataSource": {
                    "target": "com.amazonaws.cleanroomsml#GlueDataSource",
                    "traits": {
                        "smithy.api#documentation": "<p>A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines information about the Glue data source that contains the training data.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#Dataset": {
            "type": "structure",
            "members": {
                "type": {
                    "target": "com.amazonaws.cleanroomsml#DatasetType",
                    "traits": {
                        "smithy.api#documentation": "<p>What type of information is found in the dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "inputConfig": {
                    "target": "com.amazonaws.cleanroomsml#DatasetInputConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>A DatasetInputConfig object that defines the data source and schema mapping.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines where the training dataset is located, what type of data it contains, and how to access the data.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#DatasetInputConfig": {
            "type": "structure",
            "members": {
                "schema": {
                    "target": "com.amazonaws.cleanroomsml#DatasetSchemaList",
                    "traits": {
                        "smithy.api#documentation": "<p>The schema information for the training data.</p>",
                        "smithy.api#length": {
                            "min": 1,
                            "max": 100
                        },
                        "smithy.api#required": {}
                    }
                },
                "dataSource": {
                    "target": "com.amazonaws.cleanroomsml#DataSource",
                    "traits": {
                        "smithy.api#documentation": "<p>A DataSource object that specifies the Glue data source for the training data.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines the Glue data source and schema mapping information.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#DatasetList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#Dataset"
            }
        },
        "com.amazonaws.cleanroomsml#DatasetSchemaList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#ColumnSchema"
            }
        },
        "com.amazonaws.cleanroomsml#DatasetType": {
            "type": "enum",
            "members": {
                "INTERACTIONS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "INTERACTIONS"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#DeleteAudienceGenerationJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteAudienceGenerationJobRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes the specified audience generation job, and removes all data associated with the job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/audience-generation-job/{audienceGenerationJobArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteAudienceGenerationJobRequest": {
            "type": "structure",
            "members": {
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteAudienceModelRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Specifies an audience model that you want to delete. You can't delete an audience model if there are any configured audience models that depend on the audience model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "uri": "/audience-model/{audienceModelArn}",
                    "method": "DELETE"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteAudienceModelRequest": {
            "type": "structure",
            "members": {
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModelRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes the specified configured audience model. You can't delete a configured audience model if there are any lookalike models that use the configured audience model. If you delete a configured audience model, it will be removed from any collaborations that it is associated to.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}",
                    "method": "DELETE"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModelPolicy": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModelPolicyRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes the specified configured audience model policy.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}/policy"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModelPolicyRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model policy that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredAudienceModelRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithm": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes a configured model algorithm.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "uri": "/configured-model-algorithms/{configuredModelAlgorithmArn}",
                    "method": "DELETE"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmAssociation": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmAssociationRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes a configured model algorithm association.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/memberships/{membershipIdentifier}/configured-model-algorithm-associations/{configuredModelAlgorithmAssociationArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmAssociationRequest": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is deleting the configured model algorithm association.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteConfiguredModelAlgorithmRequest": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteMLConfiguration": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteMLConfigurationRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes a ML modeling configuration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/memberships/{membershipIdentifier}/ml-configurations"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteMLConfigurationRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the of the member that is deleting the ML modeling configuration.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteMLInputChannelData": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteMLInputChannelDataRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Provides the information necessary to delete an ML input channel.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/memberships/{membershipIdentifier}/ml-input-channels/{mlInputChannelArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteMLInputChannelDataRequest": {
            "type": "structure",
            "members": {
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the ML input channel you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteTrainedModelOutput": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteTrainedModelOutputRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Deletes the output of a trained model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "DELETE",
                    "uri": "/memberships/{membershipIdentifier}/trained-models/{trainedModelArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteTrainedModelOutputRequest": {
            "type": "structure",
            "members": {
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model whose output you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is deleting the trained model output.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteTrainingDataset": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#DeleteTrainingDatasetRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Specifies a training dataset that you want to delete. You can't delete a training dataset if there are any audience models that depend on the training dataset. In Clean Rooms ML, the <code>TrainingDataset</code> is metadata that points to a Glue table, which is read only during <code>AudienceModel</code> creation. This action deletes the metadata.</p>",
                "smithy.api#http": {
                    "uri": "/training-dataset/{trainingDatasetArn}",
                    "method": "DELETE"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#DeleteTrainingDatasetRequest": {
            "type": "structure",
            "members": {
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset that you want to delete.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#Destination": {
            "type": "structure",
            "members": {
                "s3Destination": {
                    "target": "com.amazonaws.cleanroomsml#S3ConfigMap",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The Amazon S3 location where the exported model artifacts are stored.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#Environment": {
            "type": "map",
            "key": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 512
                    },
                    "smithy.api#pattern": "^[a-zA-Z_][a-zA-Z0-9_]*$"
                }
            },
            "value": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 512
                    },
                    "smithy.api#pattern": "^[\\S\\s]*$"
                }
            },
            "traits": {
                "smithy.api#length": {
                    "min": 0,
                    "max": 100
                }
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceGenerationJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceGenerationJobRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceGenerationJobResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about an audience generation job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/audience-generation-job/{audienceGenerationJobArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceGenerationJobRequest": {
            "type": "structure",
            "members": {
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceGenerationJobResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the audience generation job was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the audience generation job was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience generation job.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the status of the audience generation job.</p>"
                    }
                },
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model used for this audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "seedAudience": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobDataSource",
                    "traits": {
                        "smithy.api#documentation": "<p>The seed audience that was used for this audience generation job. This field will be null if the account calling the API is the account that started this audience generation job. </p>"
                    }
                },
                "includeSeedInOutput": {
                    "target": "smithy.api#Boolean",
                    "traits": {
                        "smithy.api#documentation": "<p>Configure whether the seed users are included in the output audience. By default, Clean Rooms ML removes seed users from the output audience. If you specify <code>TRUE</code>, the seed users will appear first in the output. Clean Rooms ML does not explicitly reveal whether a user was in the seed, but the recipient of the audience will know that the first <code>minimumSeedSize</code> count of users are from the seed.</p>"
                    }
                },
                "collaborationId": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The identifier of the collaboration that this audience generation job is associated with.</p>"
                    }
                },
                "metrics": {
                    "target": "com.amazonaws.cleanroomsml#AudienceQualityMetrics",
                    "traits": {
                        "smithy.api#documentation": "<p>The relevance scores for different audience sizes and the recall score of the generated audience. </p>"
                    }
                },
                "startedBy": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The AWS account that started this audience generation job.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The tags that are associated to this audience generation job.</p>"
                    }
                },
                "protectedQueryIdentifier": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>The unique identifier of the protected query for this audience generation job.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetAudienceModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about an audience model</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/audience-model/{audienceModelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceModelRequest": {
            "type": "structure",
            "members": {
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetAudienceModelResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the audience model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the audience model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainingDataStartTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The start date specified for the training window.</p>",
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainingDataEndTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The end date specified for the training window.</p>",
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset that was used for this audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the status of the audience model.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The KMS key ARN used for the audience model.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The tags that are assigned to the audience model.</p>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociation": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociationRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociationResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about the configured model algorithm association in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/configured-model-algorithm-associations/{configuredModelAlgorithmAssociationArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociationRequest": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID for the collaboration that contains the configured model algorithm association that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationConfiguredModelAlgorithmAssociationResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured model algorithm association was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured model algorithm association was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm association.</p>"
                    }
                },
                "creatorAccountId": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The account ID of the member that created the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "privacyConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#PrivacyConfiguration"
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a specific ML input channel in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/ml-input-channels/{mlInputChannelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannelRequest": {
            "type": "structure",
            "members": {
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel that you want to get.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the ML input channel that you want to get.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannelResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the ML input channel was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the ML input channel was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "creatorAccountId": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The account ID of the member who created the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArnList",
                    "traits": {
                        "smithy.api#documentation": "<p>The configured model algorithm associations that were used to create the ML input channel.</p>",
                        "smithy.api#length": {
                            "min": 1,
                            "max": 1
                        },
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "retentionInDays": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of days to retain the data for the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 30
                        },
                        "smithy.api#required": {}
                    }
                },
                "numberOfRecords": {
                    "target": "smithy.api#Long",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of records in the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 0,
                            "max": 100000000000
                        }
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the ML input channel.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationTrainedModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationTrainedModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetCollaborationTrainedModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a trained model in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/trained-models/{trainedModelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationTrainedModelRequest": {
            "type": "structure",
            "members": {
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID that contains the trained model that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetCollaborationTrainedModelResponse": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that was used to create this trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "resourceConfig": {
                    "target": "com.amazonaws.cleanroomsml#ResourceConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The EC2 resource configuration that was used to train this model.</p>"
                    }
                },
                "stoppingCondition": {
                    "target": "com.amazonaws.cleanroomsml#StoppingCondition",
                    "traits": {
                        "smithy.api#documentation": "<p>The stopping condition that determined when model training ended.</p>"
                    }
                },
                "metricsStatus": {
                    "target": "com.amazonaws.cleanroomsml#MetricsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the model metrics.</p>"
                    }
                },
                "metricsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the status information for the model metrics.</p>"
                    }
                },
                "logsStatus": {
                    "target": "com.amazonaws.cleanroomsml#LogsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>Status information for the logs.</p>"
                    }
                },
                "logsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the status information for the logs.</p>"
                    }
                },
                "trainingContainerImageDigest": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Information about the training container image.</p>"
                    }
                },
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the trained model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the trained model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "creatorAccountId": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The account ID of the member that created the trained model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a specified configured audience model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelPolicy": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelPolicyRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelPolicyResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a configured audience model policy.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}/policy"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelPolicyRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelPolicyResponse": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredAudienceModelPolicy": {
                    "target": "com.amazonaws.cleanroomsml#ResourcePolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>The configured audience model policy. This is a JSON IAM resource policy.</p>",
                        "smithy.api#required": {}
                    }
                },
                "policyHash": {
                    "target": "com.amazonaws.cleanroomsml#Hash",
                    "traits": {
                        "smithy.api#documentation": "<p>A cryptographic hash of the contents of the policy used to prevent unexpected concurrent modification of the policy.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredAudienceModelResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured audience model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured audience model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience model used for this configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "outputConfig": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelOutputConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The output configuration of the configured audience model</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured audience model.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the configured audience model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "sharedAudienceMetrics": {
                    "target": "com.amazonaws.cleanroomsml#MetricsList",
                    "traits": {
                        "smithy.api#documentation": "<p>Whether audience metrics are shared.</p>",
                        "smithy.api#required": {}
                    }
                },
                "minMatchingSeedSize": {
                    "target": "com.amazonaws.cleanroomsml#MinMatchingSeedSize",
                    "traits": {
                        "smithy.api#documentation": "<p>The minimum number of users from the seed audience that must match with users in the training data of the audience model.</p>"
                    }
                },
                "audienceSizeConfig": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The list of output sizes of audiences that can be created using this configured audience model. A request to <a>StartAudienceGenerationJob</a> that uses this configured audience model must have an <code>audienceSize</code> selected from this list. You can use the <code>ABSOLUTE</code>\n            <a>AudienceSize</a> to configure out audience sizes using the count of identifiers in the output. You can use the <code>Percentage</code>\n            <a>AudienceSize</a> to configure sizes in the range 1-100 percent.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The tags that are associated to this configured audience model.</p>"
                    }
                },
                "childResourceTagOnCreatePolicy": {
                    "target": "com.amazonaws.cleanroomsml#TagOnCreatePolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>Provides the <code>childResourceTagOnCreatePolicy</code> that was used for this configured audience model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithm": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a configured model algorithm.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/configured-model-algorithms/{configuredModelAlgorithmArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociation": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociationRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociationResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a configured model algorithm association.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/configured-model-algorithm-associations/{configuredModelAlgorithmAssociationArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociationRequest": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the configured model algorithm association.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmAssociationResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured model algorithm association was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured model algorithm association was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm that was associated to the collaboration.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                },
                "privacyConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#PrivacyConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The privacy configuration information for the configured model algorithm association.</p>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm association.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you applied to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmRequest": {
            "type": "structure",
            "members": {
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm that you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetConfiguredModelAlgorithmResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the configured model algorithm was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the configured model algorithm was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "configuredModelAlgorithmArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingContainerConfig": {
                    "target": "com.amazonaws.cleanroomsml#ContainerConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The configuration information of the training container for the configured model algorithm.</p>"
                    }
                },
                "inferenceContainerConfig": {
                    "target": "com.amazonaws.cleanroomsml#InferenceContainerConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>Configuration information for the inference container.</p>"
                    }
                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the service role that was used to create the configured model algorithm.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the configured model algorithm.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you applied to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the configured ML model and associated data.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLConfiguration": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetMLConfigurationRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetMLConfigurationResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a specific ML configuration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/ml-configurations"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLConfigurationRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that owns the ML configuration you want to return information about.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLConfigurationResponse": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that owns the ML configuration you requested.</p>",
                        "smithy.api#required": {}
                    }
                },
                "defaultOutputLocation": {
                    "target": "com.amazonaws.cleanroomsml#MLOutputConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon S3 location where ML model output is stored.</p>",
                        "smithy.api#required": {}
                    }
                },
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the ML configuration was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the ML configuration was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLInputChannel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetMLInputChannelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetMLInputChannelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about an ML input channel.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/ml-input-channels/{mlInputChannelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLInputChannelRequest": {
            "type": "structure",
            "members": {
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel that you want to get.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the ML input channel that you want to get.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetMLInputChannelResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the ML input channel was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the ML input channel was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "inputChannel": {
                    "target": "com.amazonaws.cleanroomsml#InputChannel",
                    "traits": {
                        "smithy.api#documentation": "<p>The input channel that was used to create the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "protectedQueryIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The ID of the protected query that was used to create the ML input channel.</p>"
                    }
                },
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArnList",
                    "traits": {
                        "smithy.api#documentation": "<p>The configured model algorithm associations that were used to create the ML input channel.</p>",
                        "smithy.api#length": {
                            "min": 1,
                            "max": 1
                        },
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the ML input channel.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "retentionInDays": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of days to keep the data in the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 30
                        },
                        "smithy.api#required": {}
                    }
                },
                "numberOfRecords": {
                    "target": "smithy.api#Long",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of records in the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 0,
                            "max": 100000000000
                        }
                    }
                },
                "numberOfFiles": {
                    "target": "smithy.api#Double",
                    "traits": {
                        "smithy.api#documentation": "<p>The number of files in the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 0,
                            "max": 1000000
                        }
                    }
                },
                "sizeInGb": {
                    "target": "smithy.api#Double",
                    "traits": {
                        "smithy.api#documentation": "<p>The size, in GB, of the ML input channel.</p>",
                        "smithy.api#range": {
                            "min": 0,
                            "max": 1000000
                        }
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the ML input channel.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key that was used to create the ML input channel.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you applied to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetTrainedModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetTrainedModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a trained model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/trained-models/{trainedModelArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModelInferenceJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetTrainedModelInferenceJobRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetTrainedModelInferenceJobResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a trained model inference job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/trained-model-inference-jobs/{trainedModelInferenceJobArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModelInferenceJobRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>Provides the membership ID of the membership that contains the trained model inference job that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "trainedModelInferenceJobArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>Provides the Amazon Resource Name (ARN) of the trained model inference job that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModelInferenceJobResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the trained model inference job was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the trained model inference job was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainedModelInferenceJobArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that was used for the trained model inference job.</p>"
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) for the trained model that was used for the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "resourceConfig": {
                    "target": "com.amazonaws.cleanroomsml#InferenceResourceConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The resource configuration information for the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "outputConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#InferenceOutputConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The output configuration information for the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "dataSource": {
                    "target": "com.amazonaws.cleanroomsml#ModelInferenceDataSource",
                    "traits": {
                        "smithy.api#documentation": "<p>The data source that was used for the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "containerExecutionParameters": {
                    "target": "com.amazonaws.cleanroomsml#InferenceContainerExecutionParameters",
                    "traits": {
                        "smithy.api#documentation": "<p>The execution parameters for the model inference job container.</p>"
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model inference job.</p>"
                    }
                },
                "inferenceContainerImageDigest": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Information about the training container image.</p>"
                    }
                },
                "environment": {
                    "target": "com.amazonaws.cleanroomsml#InferenceEnvironmentMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The environment variables to set in the Docker container.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the ML inference job and associated data.</p>"
                    }
                },
                "metricsStatus": {
                    "target": "com.amazonaws.cleanroomsml#MetricsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The metrics status for the trained model inference job.</p>"
                    }
                },
                "metricsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the metrics status for the trained model inference job.</p>"
                    }
                },
                "logsStatus": {
                    "target": "com.amazonaws.cleanroomsml#LogsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The logs status for the trained model inference job.</p>"
                    }
                },
                "logsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the logs status for the trained model inference job.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you applied to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModelRequest": {
            "type": "structure",
            "members": {
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the trained model that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainedModelResponse": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model.</p>"
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "statusDetails": {
                    "target": "com.amazonaws.cleanroomsml#StatusDetails"
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that was used to create the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "resourceConfig": {
                    "target": "com.amazonaws.cleanroomsml#ResourceConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The EC2 resource configuration that was used to create the trained model.</p>"
                    }
                },
                "stoppingCondition": {
                    "target": "com.amazonaws.cleanroomsml#StoppingCondition",
                    "traits": {
                        "smithy.api#documentation": "<p>The stopping condition that was used to terminate model training.</p>"
                    }
                },
                "metricsStatus": {
                    "target": "com.amazonaws.cleanroomsml#MetricsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the model metrics.</p>"
                    }
                },
                "metricsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the metrics status for the trained model.</p>"
                    }
                },
                "logsStatus": {
                    "target": "com.amazonaws.cleanroomsml#LogsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The logs status for the trained model.</p>"
                    }
                },
                "logsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the logs status for the trained model.</p>"
                    }
                },
                "trainingContainerImageDigest": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Information about the training image container.</p>"
                    }
                },
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the trained model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the trained model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "hyperparameters": {
                    "target": "com.amazonaws.cleanroomsml#HyperParameters",
                    "traits": {
                        "smithy.api#documentation": "<p>The hyperparameters that were used to create the trained model.</p>"
                    }
                },
                "environment": {
                    "target": "com.amazonaws.cleanroomsml#Environment",
                    "traits": {
                        "smithy.api#documentation": "<p>The EC2 environment that was used to create the trained model.</p>"
                    }
                },
                "kmsKeyArn": {
                    "target": "com.amazonaws.cleanroomsml#KmsKeyArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the trained ML model and associated data.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you applied to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                },
                "dataChannels": {
                    "target": "com.amazonaws.cleanroomsml#ModelTrainingDataChannels",
                    "traits": {
                        "smithy.api#documentation": "<p>The data channels that were used for the trained model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainingDataset": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#GetTrainingDatasetRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#GetTrainingDatasetResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns information about a training dataset.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/training-dataset/{trainingDatasetArn}"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainingDatasetRequest": {
            "type": "structure",
            "members": {
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#GetTrainingDatasetResponse": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the training dataset was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the training dataset was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainingData": {
                    "target": "com.amazonaws.cleanroomsml#DatasetList",
                    "traits": {
                        "smithy.api#documentation": "<p>Metadata about the requested training data. </p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The IAM role used to read the training data.</p>",
                        "smithy.api#required": {}
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The tags that are assigned to this training dataset.</p>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the training dataset.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#GlueDataSource": {
            "type": "structure",
            "members": {
                "tableName": {
                    "target": "com.amazonaws.cleanroomsml#GlueTableName",
                    "traits": {
                        "smithy.api#documentation": "<p>The Glue table that contains the training data.</p>",
                        "smithy.api#required": {}
                    }
                },
                "databaseName": {
                    "target": "com.amazonaws.cleanroomsml#GlueDatabaseName",
                    "traits": {
                        "smithy.api#documentation": "<p>The Glue database that contains the training data.</p>",
                        "smithy.api#required": {}
                    }
                },
                "catalogId": {
                    "target": "com.amazonaws.cleanroomsml#AccountId",
                    "traits": {
                        "smithy.api#documentation": "<p>The Glue catalog that contains the training data.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Defines the Glue data source that contains the training data.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#GlueDatabaseName": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 128
                },
                "smithy.api#pattern": "^[a-zA-Z0-9_](([a-zA-Z0-9_]+-)*([a-zA-Z0-9_]+))?$"
            }
        },
        "com.amazonaws.cleanroomsml#GlueTableName": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 128
                },
                "smithy.api#pattern": "^[a-zA-Z0-9_](([a-zA-Z0-9_ ]+-)*([a-zA-Z0-9_ ]+))?$"
            }
        },
        "com.amazonaws.cleanroomsml#Hash": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 64,
                    "max": 128
                },
                "smithy.api#pattern": "^[0-9a-f]+$"
            }
        },
        "com.amazonaws.cleanroomsml#HyperParameters": {
            "type": "map",
            "key": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 256
                    },
                    "smithy.api#pattern": "^.*$"
                }
            },
            "value": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 2500
                    },
                    "smithy.api#pattern": "^.*$"
                }
            },
            "traits": {
                "smithy.api#length": {
                    "min": 0,
                    "max": 100
                }
            }
        },
        "com.amazonaws.cleanroomsml#IamRoleArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "type": "AWS::IAM::Role"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:iam::[0-9]{12}:role/.+$"
            }
        },
        "com.amazonaws.cleanroomsml#InferenceContainerConfig": {
            "type": "structure",
            "members": {
                "imageUri": {
                    "target": "com.amazonaws.cleanroomsml#AlgorithmImage",
                    "traits": {
                        "smithy.api#documentation": "<p>The registry path of the docker image that contains the inference algorithm. Clean Rooms ML supports both <code>registry/repository[:tag]</code> and <code>registry/repositry[@digest]</code> image path formats. For more information about using images in Clean Rooms ML, see the <a href=\"https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AlgorithmSpecification.html#sagemaker-Type-AlgorithmSpecification-TrainingImage\">Sagemaker API reference</a>.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides configuration information for the inference container.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#InferenceContainerExecutionParameters": {
            "type": "structure",
            "members": {
                "maxPayloadInMB": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the inference container payload, specified in MB. </p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 100
                        }
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides execution parameters for the inference container.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#InferenceEnvironmentMap": {
            "type": "map",
            "key": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 1024
                    },
                    "smithy.api#pattern": "^[a-zA-Z_][a-zA-Z0-9_]*$"
                }
            },
            "value": {
                "target": "smithy.api#String",
                "traits": {
                    "smithy.api#length": {
                        "min": 1,
                        "max": 10240
                    },
                    "smithy.api#pattern": "^[\\S\\s]*$"
                }
            },
            "traits": {
                "smithy.api#length": {
                    "min": 0,
                    "max": 16
                }
            }
        },
        "com.amazonaws.cleanroomsml#InferenceInstanceType": {
            "type": "enum",
            "members": {
                "ML_R7I_48XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.r7i.48xlarge"
                    }
                },
                "ML_R6I_16XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.r6i.16xlarge"
                    }
                },
                "ML_M6I_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m6i.xlarge"
                    }
                },
                "ML_M5_4XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m5.4xlarge"
                    }
                },
                "ML_P2_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p2.xlarge"
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                },
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                },
                "ML_M5_4XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m5.4xlarge"
                    }
                },
                "ML_M5_12XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m5.12xlarge"
                    }
                },
                "ML_M5_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m5.24xlarge"
                    }
                },
                "ML_C4_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c4.xlarge"
                    }
                },
                "ML_C4_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c4.2xlarge"
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                },
                "ML_C4_4XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c4.4xlarge"
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                },
                "ML_C4_8XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c4.8xlarge"
                    }
                },
                "ML_P2_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p2.xlarge"
                    }
                },
                "ML_P2_8XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p2.8xlarge"
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                },
                "ML_P2_16XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p2.16xlarge"
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                },
                "ML_P3_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p3.2xlarge"
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                },
                "ML_P3_8XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p3.8xlarge"
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                },
                "ML_P3_16XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p3.16xlarge"
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                },
                "ML_P3DN_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p3dn.24xlarge"
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                },
                "ML_P4D_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p4d.24xlarge"
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                },
                "ML_P4DE_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p4de.24xlarge"
                    }
                },
                "ML_P5_48XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.p5.48xlarge"
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                },
                "ML_C5_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5.xlarge"
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                },
                "ML_C5_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5.2xlarge"
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                },
                "ML_C5_4XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5.4xlarge"
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                },
                "ML_C5_9XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5.9xlarge"
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                },
                "ML_C5_18XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5.18xlarge"
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                },
                "ML_C5N_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5n.xlarge"
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                },
                "ML_C5N_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c5n.2xlarge"
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                },
                "ML_C5N_4XLARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_C5N_9XLARGE": {
                    "target": "smithy.api#Unit",
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                "ML_C5N_18XLARGE": {
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                },
                "ML_G5_XLARGE": {
                    "target": "smithy.api#Unit",
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                "ML_G5_2XLARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_G5_4XLARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_G5_8XLARGE": {
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                },
                "ML_G5_16XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.g5.16xlarge"
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                },
                "ML_G5_12XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.g5.12xlarge"
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                },
                "ML_G5_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.g5.24xlarge"
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                },
                "ML_G5_48XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.g5.48xlarge"
                    }
                },
                "ML_TRN1_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.trn1.2xlarge"
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                },
                "ML_TRN1_32XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.trn1.32xlarge"
                    }
                },
                "ML_TRN1N_32XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.trn1n.32xlarge"
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                },
                "ML_M6I_LARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m6i.large"
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                },
                "ML_M6I_XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m6i.xlarge"
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                },
                "ML_M6I_2XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.m6i.2xlarge"
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                },
                "ML_M6I_4XLARGE": {
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                "ML_M6I_8XLARGE": {
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                "ML_M6I_12XLARGE": {
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                "ML_M6I_16XLARGE": {
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                "ML_M6I_24XLARGE": {
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                "ML_M6I_32XLARGE": {
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                "ML_C6I_XLARGE": {
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                "ML_C6I_2XLARGE": {
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                "ML_C6I_16XLARGE": {
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                },
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                },
                "ML_C6I_32XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.c6i.32xlarge"
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                },
                "ML_R5D_LARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.r5d.large"
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                },
                "ML_R5D_XLARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_R5D_2XLARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_R5D_4XLARGE": {
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                },
                "ML_R5D_8XLARGE": {
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                "ML_R5D_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.r5d.24xlarge"
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                },
                "ML_T3_MEDIUM": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.t3.medium"
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                },
                "ML_T3_LARGE": {
                    "target": "smithy.api#Unit",
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                        "smithy.api#enumValue": "ml.t3.large"
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                },
                "ML_T3_XLARGE": {
                    "target": "smithy.api#Unit",
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                "ML_T3_2XLARGE": {
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                },
                "ML_R5_LARGE": {
                    "target": "smithy.api#Unit",
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                },
                "ML_R5_XLARGE": {
                    "target": "smithy.api#Unit",
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                        "smithy.api#enumValue": "ml.r5.xlarge"
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                },
                "ML_R5_2XLARGE": {
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                },
                "ML_R5_4XLARGE": {
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                },
                "ML_R5_8XLARGE": {
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                        "smithy.api#enumValue": "ml.r5.8xlarge"
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                },
                "ML_R5_12XLARGE": {
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                    "traits": {
                        "smithy.api#enumValue": "ml.r5.12xlarge"
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                },
                "ML_R5_16XLARGE": {
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                },
                "ML_R5_24XLARGE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ml.r5.24xlarge"
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                }
            }
        },
        "com.amazonaws.cleanroomsml#KmsKeyArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "type": "AWS::KMS::Key"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
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                "smithy.api#pattern": "^arn:aws[-a-z]*:kms:[-a-z0-9]+:[0-9]{12}:key/.+$"
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        },
        "com.amazonaws.cleanroomsml#ListAudienceExportJobs": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceExportJobsRequest"
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            "output": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceExportJobsResponse"
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            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
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                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
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            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the audience export jobs.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
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                "smithy.api#paginated": {
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                "smithy.api#readonly": {}
            }
        },
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                    "target": "com.amazonaws.cleanroomsml#NextToken",
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                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
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                },
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job that you are interested in.</p>",
                        "smithy.api#httpQuery": "audienceGenerationJobArn"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
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        },
        "com.amazonaws.cleanroomsml#ListAudienceExportJobsResponse": {
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                    "target": "com.amazonaws.cleanroomsml#NextToken",
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                },
                "audienceExportJobs": {
                    "target": "com.amazonaws.cleanroomsml#AudienceExportJobList",
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                        "smithy.api#documentation": "<p>The audience export jobs that match the request.</p>",
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                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
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        },
        "com.amazonaws.cleanroomsml#ListAudienceGenerationJobs": {
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                "target": "com.amazonaws.cleanroomsml#ListAudienceGenerationJobsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceGenerationJobsResponse"
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            "errors": [
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                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
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                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
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            ],
            "traits": {
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                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListAudienceGenerationJobsRequest": {
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                        "smithy.api#httpQuery": "nextToken"
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                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that was used for the audience generation jobs that you are interested in.</p>",
                        "smithy.api#httpQuery": "configuredAudienceModelArn"
                    }
                },
                "collaborationId": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The identifier of the collaboration that contains the audience generation jobs that you are interested in.</p>",
                        "smithy.api#httpQuery": "collaborationId"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
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        },
        "com.amazonaws.cleanroomsml#ListAudienceGenerationJobsResponse": {
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                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
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                },
                "audienceGenerationJobs": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobList",
                    "traits": {
                        "smithy.api#documentation": "<p>The audience generation jobs that match the request.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
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        },
        "com.amazonaws.cleanroomsml#ListAudienceModels": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceModelsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListAudienceModelsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
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                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of audience models.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/audience-model"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "audienceModels"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListAudienceModelsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListAudienceModelsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "audienceModels": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelList",
                    "traits": {
                        "smithy.api#documentation": "<p>The audience models that match the request.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociations": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociationsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociationsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the configured model algorithm associations in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/configured-model-algorithm-associations"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "collaborationConfiguredModelAlgorithmAssociations"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociationsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the configured model algorithm associations that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationConfiguredModelAlgorithmAssociationsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "collaborationConfiguredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#CollaborationConfiguredModelAlgorithmAssociationList",
                    "traits": {
                        "smithy.api#documentation": "<p>The configured model algorithm associations that belong to this collaboration.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannels": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannelsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannelsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the ML input channels in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/ml-input-channels"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "collaborationMLInputChannelsList"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannelsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum number of results to return.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the ML input channels that you want to list.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationMLInputChannelsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "collaborationMLInputChannelsList": {
                    "target": "com.amazonaws.cleanroomsml#CollaborationMLInputChannelsList",
                    "traits": {
                        "smithy.api#documentation": "<p>The list of ML input channels that you wanted.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobs": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the export jobs for a trained model in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/trained-models/{trainedModelArn}/export-jobs"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "collaborationTrainedModelExportJobs"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model export jobs that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model that was used to create the export jobs that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelExportJobsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "collaborationTrainedModelExportJobs": {
                    "target": "com.amazonaws.cleanroomsml#CollaborationTrainedModelExportJobList",
                    "traits": {
                        "smithy.api#documentation": "<p>The exports jobs that exist for the requested trained model in the requested collaboration.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobs": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of trained model inference jobs in a specified collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/trained-model-inference-jobs"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "collaborationTrainedModelInferenceJobs"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model inference jobs that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model that was used to create the trained model inference jobs that you are interested in.</p>",
                        "smithy.api#httpQuery": "trainedModelArn"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelInferenceJobsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "collaborationTrainedModelInferenceJobs": {
                    "target": "com.amazonaws.cleanroomsml#CollaborationTrainedModelInferenceJobList",
                    "traits": {
                        "smithy.api#documentation": "<p>The trained model inference jobs that you are interested in.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModels": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the trained models in a collaboration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/collaborations/{collaborationIdentifier}/trained-models"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "collaborationTrainedModels"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained models you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListCollaborationTrainedModelsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "collaborationTrainedModels": {
                    "target": "com.amazonaws.cleanroomsml#CollaborationTrainedModelList",
                    "traits": {
                        "smithy.api#documentation": "<p>The trained models in the collaboration that you requested.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredAudienceModels": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredAudienceModelsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredAudienceModelsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of the configured audience models.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/configured-audience-model"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "configuredAudienceModels"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredAudienceModelsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredAudienceModelsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "configuredAudienceModels": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelList",
                    "traits": {
                        "smithy.api#documentation": "<p>The configured audience models.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociations": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociationsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociationsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of configured model algorithm associations.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/configured-model-algorithm-associations"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "configuredModelAlgorithmAssociations"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociationsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the configured model algorithm associations you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmAssociationsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "configuredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationList",
                    "traits": {
                        "smithy.api#documentation": "<p>The list of configured model algorithm associations.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithms": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of configured model algorithms.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/configured-model-algorithms"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "configuredModelAlgorithms"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListConfiguredModelAlgorithmsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "configuredModelAlgorithms": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmList",
                    "traits": {
                        "smithy.api#documentation": "<p>The list of configured model algorithms.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListMLInputChannels": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListMLInputChannelsRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListMLInputChannelsResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of ML input channels.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
                    "uri": "/memberships/{membershipIdentifier}/ml-input-channels"
                },
                "smithy.api#paginated": {
                    "inputToken": "nextToken",
                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "mlInputChannelsList"
                },
                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListMLInputChannelsRequest": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value retrieved from a previous call to access the next page of results.</p>",
                        "smithy.api#httpQuery": "nextToken"
                    }
                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum number of ML input channels to return.</p>",
                        "smithy.api#httpQuery": "maxResults"
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the membership that contains the ML input channels that you want to list.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListMLInputChannelsResponse": {
            "type": "structure",
            "members": {
                "nextToken": {
                    "target": "com.amazonaws.cleanroomsml#NextToken",
                    "traits": {
                        "smithy.api#documentation": "<p>The token value used to access the next page of results.</p>"
                    }
                },
                "mlInputChannelsList": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelsList",
                    "traits": {
                        "smithy.api#documentation": "<p>The list of ML input channels that you wanted.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListTagsForResource": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#ListTagsForResourceRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#ListTagsForResourceResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
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                "smithy.api#documentation": "<p>Returns a list of tags for a provided resource.</p>",
                "smithy.api#http": {
                    "method": "GET",
                    "uri": "/tags/{resourceArn}"
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                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListTagsForResourceRequest": {
            "type": "structure",
            "members": {
                "resourceArn": {
                    "target": "com.amazonaws.cleanroomsml#TaggableArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the resource that you are interested in.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
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        },
        "com.amazonaws.cleanroomsml#ListTagsForResourceResponse": {
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                    "target": "com.amazonaws.cleanroomsml#TagMap",
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                }
            },
            "traits": {
                "smithy.api#output": {}
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        },
        "com.amazonaws.cleanroomsml#ListTrainedModelInferenceJobs": {
            "type": "operation",
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                "target": "com.amazonaws.cleanroomsml#ListTrainedModelInferenceJobsRequest"
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            "output": {
                "target": "com.amazonaws.cleanroomsml#ListTrainedModelInferenceJobsResponse"
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                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
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                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
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            ],
            "traits": {
                "smithy.api#documentation": "<p>Returns a list of trained model inference jobs that match the request parameters.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "GET",
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                },
                "smithy.api#paginated": {
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                    "outputToken": "nextToken",
                    "pageSize": "maxResults",
                    "items": "trainedModelInferenceJobs"
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                "smithy.api#readonly": {}
            }
        },
        "com.amazonaws.cleanroomsml#ListTrainedModelInferenceJobsRequest": {
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                    "target": "com.amazonaws.cleanroomsml#NextToken",
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                        "smithy.api#httpQuery": "nextToken"
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                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
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                        "smithy.api#documentation": "<p>The maximum size of the results that is returned per call.</p>",
                        "smithy.api#httpQuery": "maxResults"
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                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
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                        "smithy.api#documentation": "<p>The membership </p>",
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                        "smithy.api#required": {}
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                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of a trained model that was used to create the trained model inference jobs that you are interested in.</p>",
                        "smithy.api#httpQuery": "trainedModelArn"
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                }
            },
            "traits": {
                "smithy.api#input": {}
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        },
        "com.amazonaws.cleanroomsml#ListTrainedModelInferenceJobsResponse": {
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                    "target": "com.amazonaws.cleanroomsml#NextToken",
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                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobList",
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                "target": "com.amazonaws.cleanroomsml#ListTrainedModelsResponse"
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                    "method": "GET",
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                    "items": "trainedModels"
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                "smithy.api#readonly": {}
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        },
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                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
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                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
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                        "smithy.api#documentation": "<p>The membership ID of the member that created the trained models you are interested in.</p>",
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                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
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                },
                "trainedModels": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelList",
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                }
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            "traits": {
                "smithy.api#output": {}
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                "target": "com.amazonaws.cleanroomsml#ListTrainingDatasetsRequest"
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                "target": "com.amazonaws.cleanroomsml#ListTrainingDatasetsResponse"
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                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
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                    "code": 200,
                    "method": "GET",
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                "smithy.api#paginated": {
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                    "items": "trainingDatasets"
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                "smithy.api#readonly": {}
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                },
                "maxResults": {
                    "target": "com.amazonaws.cleanroomsml#MaxResults",
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            },
            "traits": {
                "smithy.api#input": {}
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        },
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                "trainingDatasets": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetList",
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                "filterPattern": {
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                            "max": 1024
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            "traits": {
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            "create": {
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            "read": {
                "target": "com.amazonaws.cleanroomsml#GetMLInputChannel"
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            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteMLInputChannelData"
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            "list": {
                "target": "com.amazonaws.cleanroomsml#ListMLInputChannels"
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            "operations": [
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                    "target": "com.amazonaws.cleanroomsml#GetCollaborationMLInputChannel"
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            ],
            "traits": {
                "aws.api#arn": {
                    "template": "{mlInputChannelArn}",
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            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
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                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
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                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:membership/[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}/ml-input-channel/[-a-zA-Z0-9_/.]+$"
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        },
        "com.amazonaws.cleanroomsml#MLInputChannelStatus": {
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                "CREATE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
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                        "smithy.api#enumValue": "CREATE_IN_PROGRESS"
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                },
                "CREATE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_FAILED"
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                },
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
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                },
                "DELETE_PENDING": {
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                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
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                        "smithy.api#timestampFormat": "date-time"
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                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
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                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
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                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the ML input channel.</p>",
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                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
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                "configuredModelAlgorithmAssociations": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArnList",
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                            "max": 1
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                },
                "protectedQueryIdentifier": {
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                },
                "mlInputChannelArn": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelArn",
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                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#MLInputChannelStatus",
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                },
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                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
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                "smithy.api#documentation": "<p>Provides summary information about the ML input channel.</p>"
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        },
        "com.amazonaws.cleanroomsml#MLInputChannelsList": {
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                    "target": "com.amazonaws.cleanroomsml#Destination",
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                        "smithy.api#documentation": "<p>The Amazon S3 location where exported model artifacts are stored.</p>"
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                },
                "roleArn": {
                    "target": "com.amazonaws.cleanroomsml#IamRoleArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the service access role that is used to store the model artifacts.</p>",
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                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Configuration information about how the exported model artifacts are stored.</p>"
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        "com.amazonaws.cleanroomsml#MaxResults": {
            "type": "integer",
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                "smithy.api#range": {
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        "com.amazonaws.cleanroomsml#MetricDefinition": {
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                },
                "regex": {
                    "target": "com.amazonaws.cleanroomsml#MetricRegex",
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            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the model metric that is reported for a trained model.</p>"
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        "com.amazonaws.cleanroomsml#MetricDefinitionList": {
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                "target": "com.amazonaws.cleanroomsml#MetricDefinition"
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            "traits": {
                "smithy.api#documentation": "<p>Provides the configuration policy for metrics generation.</p>"
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            "traits": {
                "smithy.api#documentation": "<p>Defines information about the data source used for model inference.</p>"
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                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "HIGH"
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                },
                "MEDIUM": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "MEDIUM"
                    }
                },
                "LOW": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "LOW"
                    }
                },
                "NONE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "NONE"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#ParameterKey": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 100
                },
                "smithy.api#pattern": "^[0-9a-zA-Z_]+$"
            }
        },
        "com.amazonaws.cleanroomsml#ParameterMap": {
            "type": "map",
            "key": {
                "target": "com.amazonaws.cleanroomsml#ParameterKey"
            },
            "value": {
                "target": "com.amazonaws.cleanroomsml#ParameterValue"
            }
        },
        "com.amazonaws.cleanroomsml#ParameterValue": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 0,
                    "max": 250
                }
            }
        },
        "com.amazonaws.cleanroomsml#PolicyExistenceCondition": {
            "type": "enum",
            "members": {
                "POLICY_MUST_EXIST": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "POLICY_MUST_EXIST"
                    }
                },
                "POLICY_MUST_NOT_EXIST": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "POLICY_MUST_NOT_EXIST"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#PrivacyConfiguration": {
            "type": "structure",
            "members": {
                "policies": {
                    "target": "com.amazonaws.cleanroomsml#PrivacyConfigurationPolicies",
                    "traits": {
                        "smithy.api#documentation": "<p>The privacy configuration policies for a configured model algorithm association.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the privacy configuration for a configured model algorithm association.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#PrivacyConfigurationPolicies": {
            "type": "structure",
            "members": {
                "trainedModels": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelsConfigurationPolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>Specifies who will receive the trained models.</p>"
                    }
                },
                "trainedModelExports": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelExportsConfigurationPolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>Specifies who will receive the trained model export.</p>"
                    }
                },
                "trainedModelInferenceJobs": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceJobsConfigurationPolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>Specifies who will receive the trained model inference jobs.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the privacy configuration policies for a configured model algorithm association.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ProtectedQueryInputParameters": {
            "type": "structure",
            "members": {
                "sqlParameters": {
                    "target": "com.amazonaws.cleanroomsml#ProtectedQuerySQLParameters",
                    "traits": {
                        "smithy.api#required": {}
                    }
                },
                "computeConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#ComputeConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>Provides configuration information for the workers that will perform the protected query.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information necessary to perform the protected query.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ProtectedQuerySQLParameters": {
            "type": "structure",
            "members": {
                "queryString": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>The query string to be submitted.</p>",
                        "smithy.api#length": {
                            "max": 500000
                        }
                    }
                },
                "analysisTemplateArn": {
                    "target": "com.amazonaws.cleanroomsml#AnalysisTemplateArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) associated with the analysis template within a\n         collaboration.</p>"
                    }
                },
                "parameters": {
                    "target": "com.amazonaws.cleanroomsml#ParameterMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The protected query SQL parameters.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The parameters for the SQL type Protected Query.</p>",
                "smithy.api#sensitive": {}
            }
        },
        "com.amazonaws.cleanroomsml#PutConfiguredAudienceModelPolicy": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#PutConfiguredAudienceModelPolicyRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#PutConfiguredAudienceModelPolicyResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Create or update the resource policy for a configured audience model.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "PUT",
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}/policy"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#PutConfiguredAudienceModelPolicyRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that the resource policy will govern.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "configuredAudienceModelPolicy": {
                    "target": "com.amazonaws.cleanroomsml#ResourcePolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>The IAM resource policy.</p>",
                        "smithy.api#required": {}
                    }
                },
                "previousPolicyHash": {
                    "target": "com.amazonaws.cleanroomsml#Hash",
                    "traits": {
                        "smithy.api#documentation": "<p>A cryptographic hash of the contents of the policy used to prevent unexpected concurrent modification of the policy.</p>"
                    }
                },
                "policyExistenceCondition": {
                    "target": "com.amazonaws.cleanroomsml#PolicyExistenceCondition",
                    "traits": {
                        "smithy.api#documentation": "<p>Use this to prevent unexpected concurrent modification of the policy.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#PutConfiguredAudienceModelPolicyResponse": {
            "type": "structure",
            "members": {
                "configuredAudienceModelPolicy": {
                    "target": "com.amazonaws.cleanroomsml#ResourcePolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>The IAM resource policy.</p>",
                        "smithy.api#required": {}
                    }
                },
                "policyHash": {
                    "target": "com.amazonaws.cleanroomsml#Hash",
                    "traits": {
                        "smithy.api#documentation": "<p>A cryptographic hash of the contents of the policy used to prevent unexpected concurrent modification of the policy.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#PutMLConfiguration": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#PutMLConfigurationRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Assigns information about an ML configuration.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "PUT",
                    "uri": "/memberships/{membershipIdentifier}/ml-configurations"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#PutMLConfigurationRequest": {
            "type": "structure",
            "members": {
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is being configured.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "defaultOutputLocation": {
                    "target": "com.amazonaws.cleanroomsml#MLOutputConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The default Amazon S3 location where ML output is stored for the specified member.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#RelevanceMetric": {
            "type": "structure",
            "members": {
                "audienceSize": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSize",
                    "traits": {
                        "smithy.api#required": {}
                    }
                },
                "score": {
                    "target": "smithy.api#Double",
                    "traits": {
                        "smithy.api#documentation": "<p>The relevance score of the generated audience.</p>",
                        "smithy.api#range": {
                            "min": 0.0,
                            "max": 10.0
                        }
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The relevance score of a generated audience.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#RelevanceMetrics": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#RelevanceMetric"
            }
        },
        "com.amazonaws.cleanroomsml#ResourceConfig": {
            "type": "structure",
            "members": {
                "instanceCount": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#default": 1,
                        "smithy.api#documentation": "<p>The number of resources that are used to train the model.</p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 1
                        }
                    }
                },
                "instanceType": {
                    "target": "com.amazonaws.cleanroomsml#InstanceType",
                    "traits": {
                        "smithy.api#documentation": "<p>The instance type that is used to train the model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "volumeSizeInGB": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum size of the instance that is used to train the model.</p>",
                        "smithy.api#range": {
                            "min": 1,
                            "max": 8192
                        },
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the EC2 resources that are used to train the model.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#ResourceDescription": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "max": 255
                },
                "smithy.api#pattern": "^[\\u0020-\\uD7FF\\uE000-\\uFFFD\\uD800\\uDBFF-\\uDC00\\uDFFF\\t\\r\\n]*$"
            }
        },
        "com.amazonaws.cleanroomsml#ResourceNotFoundException": {
            "type": "structure",
            "members": {
                "message": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The resource you are requesting does not exist.</p>",
                "smithy.api#error": "client",
                "smithy.api#httpError": 404
            }
        },
        "com.amazonaws.cleanroomsml#ResourcePolicy": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 20480
                }
            }
        },
        "com.amazonaws.cleanroomsml#S3ConfigMap": {
            "type": "structure",
            "members": {
                "s3Uri": {
                    "target": "com.amazonaws.cleanroomsml#S3Path",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon S3 location URI.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information about an Amazon S3 bucket and path.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#S3Path": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 1,
                    "max": 1285
                },
                "smithy.api#pattern": "^s3://.+$"
            }
        },
        "com.amazonaws.cleanroomsml#ServiceQuotaExceededException": {
            "type": "structure",
            "members": {
                "message": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>You have exceeded your service quota.</p>",
                "smithy.api#error": "client",
                "smithy.api#httpError": 402
            }
        },
        "com.amazonaws.cleanroomsml#SharedAudienceMetrics": {
            "type": "enum",
            "members": {
                "ALL": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ALL"
                    }
                },
                "NONE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "NONE"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#StartAudienceExportJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#StartAudienceExportJobRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Export an audience of a specified size after you have generated an audience.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/audience-export-job"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartAudienceExportJobRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience export job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job that you want to export.</p>",
                        "smithy.api#required": {}
                    }
                },
                "audienceSize": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSize",
                    "traits": {
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience export job.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartAudienceGenerationJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#StartAudienceGenerationJobRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#StartAudienceGenerationJobResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Information necessary to start the audience generation job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/audience-generation-job"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartAudienceGenerationJobRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that is used for this audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "seedAudience": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobDataSource",
                    "traits": {
                        "smithy.api#documentation": "<p>The seed audience that is used to generate the audience.</p>",
                        "smithy.api#required": {}
                    }
                },
                "includeSeedInOutput": {
                    "target": "smithy.api#Boolean",
                    "traits": {
                        "smithy.api#default": false,
                        "smithy.api#documentation": "<p>Whether the seed audience is included in the audience generation output.</p>"
                    }
                },
                "collaborationId": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The identifier of the collaboration that contains the audience generation job.</p>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the audience generation job.</p>"
                    }
                },
                "tags": {
                    "target": "com.amazonaws.cleanroomsml#TagMap",
                    "traits": {
                        "smithy.api#documentation": "<p>The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.</p>\n         <p>The following basic restrictions apply to tags:</p>\n         <ul>\n            <li>\n               <p>Maximum number of tags per resource - 50.</p>\n            </li>\n            <li>\n               <p>For each resource, each tag key must be unique, and each tag key can have only one value.</p>\n            </li>\n            <li>\n               <p>Maximum key length - 128 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>Maximum value length - 256 Unicode characters in UTF-8.</p>\n            </li>\n            <li>\n               <p>If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.</p>\n            </li>\n            <li>\n               <p>Tag keys and values are case sensitive.</p>\n            </li>\n            <li>\n               <p>Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved for AWS use. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.</p>\n            </li>\n         </ul>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartAudienceGenerationJobResponse": {
            "type": "structure",
            "members": {
                "audienceGenerationJobArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceGenerationJobArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the audience generation job.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartTrainedModelExportJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#StartTrainedModelExportJobRequest"
            },
            "output": {
                "target": "smithy.api#Unit"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Provides the information necessary to start a trained model export job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/memberships/{membershipIdentifier}/trained-models/{trainedModelArn}/export-jobs"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartTrainedModelExportJobRequest": {
            "type": "structure",
            "members": {
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model export job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model that you want to export.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that is receiving the exported trained model artifacts.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "outputConfiguration": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelExportOutputConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The output configuration information for the trained model export job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model export job.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartTrainedModelInferenceJob": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#StartTrainedModelInferenceJobRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#StartTrainedModelInferenceJobResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ServiceQuotaExceededException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Defines the information necessary to begin a trained model inference job.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "POST",
                    "uri": "/memberships/{membershipIdentifier}/trained-model-inference-jobs"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#StartTrainedModelInferenceJobRequest": {
            "type": "structure",
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                    "target": "com.amazonaws.cleanroomsml#InferenceOutputConfiguration",
                    "traits": {
                        "smithy.api#documentation": "<p>The output configuration information of the trained model job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model inference job.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model inference job.</p>"
                    }
                },
                "metricsStatus": {
                    "target": "com.amazonaws.cleanroomsml#MetricsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The metric status of the trained model inference job.</p>"
                    }
                },
                "metricsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the metrics status for the trained model inference job.</p>"
                    }
                },
                "logsStatus": {
                    "target": "com.amazonaws.cleanroomsml#LogsStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The log status of the trained model inference job.</p>"
                    }
                },
                "logsStatusDetails": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#documentation": "<p>Details about the log status for the trained model inference job.</p>"
                    }
                },
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the trained model inference job was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the trained model inference job was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information about the trained model inference job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelInferenceJobsConfigurationPolicy": {
            "type": "structure",
            "members": {
                "containerLogs": {
                    "target": "com.amazonaws.cleanroomsml#LogsConfigurationPolicyList",
                    "traits": {
                        "smithy.api#documentation": "<p>The logs container for the trained model inference job.</p>"
                    }
                },
                "maxOutputSize": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSize",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum allowed size of the output of the trained model inference job.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides configuration information for the trained model inference job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSize": {
            "type": "structure",
            "members": {
                "unit": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSizeUnitType",
                    "traits": {
                        "smithy.api#documentation": "<p>The measurement unit to use.</p>",
                        "smithy.api#required": {}
                    }
                },
                "value": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSizeValue",
                    "traits": {
                        "smithy.api#documentation": "<p>The maximum output size value.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Information about the maximum output size for a trained model inference job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSizeUnitType": {
            "type": "enum",
            "members": {
                "GB": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "GB"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelInferenceMaxOutputSizeValue": {
            "type": "double",
            "traits": {
                "smithy.api#range": {
                    "min": 0.01,
                    "max": 10.0
                }
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#TrainedModelSummary"
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelStatus": {
            "type": "enum",
            "members": {
                "CREATE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_PENDING"
                    }
                },
                "CREATE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_IN_PROGRESS"
                    }
                },
                "CREATE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CREATE_FAILED"
                    }
                },
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ACTIVE"
                    }
                },
                "DELETE_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_PENDING"
                    }
                },
                "DELETE_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_IN_PROGRESS"
                    }
                },
                "DELETE_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "DELETE_FAILED"
                    }
                },
                "INACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "INACTIVE"
                    }
                },
                "CANCEL_PENDING": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CANCEL_PENDING"
                    }
                },
                "CANCEL_IN_PROGRESS": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CANCEL_IN_PROGRESS"
                    }
                },
                "CANCEL_FAILED": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CANCEL_FAILED"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the trained model was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the trained model was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainedModelArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the trained model.</p>"
                    }
                },
                "membershipIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The membership ID of the member that created the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "collaborationIdentifier": {
                    "target": "com.amazonaws.cleanroomsml#UUID",
                    "traits": {
                        "smithy.api#documentation": "<p>The collaboration ID of the collaboration that contains the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainedModelStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the trained model.</p>",
                        "smithy.api#required": {}
                    }
                },
                "configuredModelAlgorithmAssociationArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredModelAlgorithmAssociationArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured model algorithm association that was used to create this trained model.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Summary information about the trained model.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#TrainedModelsConfigurationPolicy": {
            "type": "structure",
            "members": {
                "containerLogs": {
                    "target": "com.amazonaws.cleanroomsml#LogsConfigurationPolicyList",
                    "traits": {
                        "smithy.api#documentation": "<p>The container for the logs of the trained model.</p>"
                    }
                },
                "containerMetrics": {
                    "target": "com.amazonaws.cleanroomsml#MetricsConfigurationPolicy",
                    "traits": {
                        "smithy.api#documentation": "<p>The container for the metrics of the trained model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The configuration policy for the trained models.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#TrainingDataset": {
            "type": "resource",
            "identifiers": {
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn"
                }
            },
            "create": {
                "target": "com.amazonaws.cleanroomsml#CreateTrainingDataset"
            },
            "read": {
                "target": "com.amazonaws.cleanroomsml#GetTrainingDataset"
            },
            "delete": {
                "target": "com.amazonaws.cleanroomsml#DeleteTrainingDataset"
            },
            "list": {
                "target": "com.amazonaws.cleanroomsml#ListTrainingDatasets"
            },
            "traits": {
                "aws.api#arn": {
                    "template": "{trainingDatasetArn}",
                    "absolute": true
                }
            }
        },
        "com.amazonaws.cleanroomsml#TrainingDatasetArn": {
            "type": "string",
            "traits": {
                "aws.api#arnReference": {
                    "service": "com.amazonaws.cleanroomsml#AWSStarkControlService",
                    "resource": "com.amazonaws.cleanroomsml#TrainingDataset"
                },
                "smithy.api#length": {
                    "min": 20,
                    "max": 2048
                },
                "smithy.api#pattern": "^arn:aws[-a-z]*:cleanrooms-ml:[-a-z0-9]+:[0-9]{12}:training-dataset/[-a-zA-Z0-9_/.]+$"
            }
        },
        "com.amazonaws.cleanroomsml#TrainingDatasetList": {
            "type": "list",
            "member": {
                "target": "com.amazonaws.cleanroomsml#TrainingDatasetSummary"
            }
        },
        "com.amazonaws.cleanroomsml#TrainingDatasetStatus": {
            "type": "enum",
            "members": {
                "ACTIVE": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "ACTIVE"
                    }
                }
            }
        },
        "com.amazonaws.cleanroomsml#TrainingDatasetSummary": {
            "type": "structure",
            "members": {
                "createTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The time at which the training dataset was created.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "updateTime": {
                    "target": "smithy.api#Timestamp",
                    "traits": {
                        "smithy.api#documentation": "<p>The most recent time at which the training dataset was updated.</p>",
                        "smithy.api#required": {},
                        "smithy.api#timestampFormat": "date-time"
                    }
                },
                "trainingDatasetArn": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "name": {
                    "target": "com.amazonaws.cleanroomsml#NameString",
                    "traits": {
                        "smithy.api#documentation": "<p>The name of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "status": {
                    "target": "com.amazonaws.cleanroomsml#TrainingDatasetStatus",
                    "traits": {
                        "smithy.api#documentation": "<p>The status of the training dataset.</p>",
                        "smithy.api#required": {}
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The description of the training dataset.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Provides information about the training dataset.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#UUID": {
            "type": "string",
            "traits": {
                "smithy.api#length": {
                    "min": 36,
                    "max": 36
                },
                "smithy.api#pattern": "^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$"
            }
        },
        "com.amazonaws.cleanroomsml#UntagResource": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#UntagResourceRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#UntagResourceResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Removes metadata tags from a specified resource.</p>",
                "smithy.api#http": {
                    "method": "DELETE",
                    "uri": "/tags/{resourceArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#UntagResourceRequest": {
            "type": "structure",
            "members": {
                "resourceArn": {
                    "target": "com.amazonaws.cleanroomsml#TaggableArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the resource that you want to remove tags from.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "tagKeys": {
                    "target": "com.amazonaws.cleanroomsml#TagKeys",
                    "traits": {
                        "smithy.api#documentation": "<p>The key values of tags that you want to remove.</p>",
                        "smithy.api#httpQuery": "tagKeys",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#UntagResourceResponse": {
            "type": "structure",
            "members": {},
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#UpdateConfiguredAudienceModel": {
            "type": "operation",
            "input": {
                "target": "com.amazonaws.cleanroomsml#UpdateConfiguredAudienceModelRequest"
            },
            "output": {
                "target": "com.amazonaws.cleanroomsml#UpdateConfiguredAudienceModelResponse"
            },
            "errors": [
                {
                    "target": "com.amazonaws.cleanroomsml#AccessDeniedException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ConflictException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ResourceNotFoundException"
                },
                {
                    "target": "com.amazonaws.cleanroomsml#ValidationException"
                }
            ],
            "traits": {
                "smithy.api#documentation": "<p>Provides the information necessary to update a configured audience model. Updates that impact audience generation jobs take effect when a new job starts, but do not impact currently running jobs.</p>",
                "smithy.api#http": {
                    "code": 200,
                    "method": "PATCH",
                    "uri": "/configured-audience-model/{configuredAudienceModelArn}"
                },
                "smithy.api#idempotent": {}
            }
        },
        "com.amazonaws.cleanroomsml#UpdateConfiguredAudienceModelRequest": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that you want to update.</p>",
                        "smithy.api#httpLabel": {},
                        "smithy.api#required": {}
                    }
                },
                "outputConfig": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelOutputConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The new output configuration.</p>"
                    }
                },
                "audienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#AudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the new audience model that you want to use.</p>"
                    }
                },
                "sharedAudienceMetrics": {
                    "target": "com.amazonaws.cleanroomsml#MetricsList",
                    "traits": {
                        "smithy.api#documentation": "<p>The new value for whether to share audience metrics.</p>"
                    }
                },
                "minMatchingSeedSize": {
                    "target": "com.amazonaws.cleanroomsml#MinMatchingSeedSize",
                    "traits": {
                        "smithy.api#documentation": "<p>The minimum number of users from the seed audience that must match with users in the training data of the audience model.</p>"
                    }
                },
                "audienceSizeConfig": {
                    "target": "com.amazonaws.cleanroomsml#AudienceSizeConfig",
                    "traits": {
                        "smithy.api#documentation": "<p>The new audience size configuration.</p>"
                    }
                },
                "description": {
                    "target": "com.amazonaws.cleanroomsml#ResourceDescription",
                    "traits": {
                        "smithy.api#documentation": "<p>The new description of the configured audience model.</p>"
                    }
                }
            },
            "traits": {
                "smithy.api#input": {}
            }
        },
        "com.amazonaws.cleanroomsml#UpdateConfiguredAudienceModelResponse": {
            "type": "structure",
            "members": {
                "configuredAudienceModelArn": {
                    "target": "com.amazonaws.cleanroomsml#ConfiguredAudienceModelArn",
                    "traits": {
                        "smithy.api#documentation": "<p>The Amazon Resource Name (ARN) of the configured audience model that was updated.</p>",
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#output": {}
            }
        },
        "com.amazonaws.cleanroomsml#ValidationException": {
            "type": "structure",
            "members": {
                "message": {
                    "target": "smithy.api#String",
                    "traits": {
                        "smithy.api#required": {}
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>The request parameters for this request are incorrect.</p>",
                "smithy.api#error": "client",
                "smithy.api#httpError": 400
            }
        },
        "com.amazonaws.cleanroomsml#WorkerComputeConfiguration": {
            "type": "structure",
            "members": {
                "type": {
                    "target": "com.amazonaws.cleanroomsml#WorkerComputeType",
                    "traits": {
                        "smithy.api#default": "CR.1X",
                        "smithy.api#documentation": "<p>The instance type of the compute workers that are used.</p>"
                    }
                },
                "number": {
                    "target": "smithy.api#Integer",
                    "traits": {
                        "smithy.api#default": 16,
                        "smithy.api#documentation": "<p>The number of compute workers that are used.</p>",
                        "smithy.api#range": {
                            "min": 2,
                            "max": 400
                        }
                    }
                }
            },
            "traits": {
                "smithy.api#documentation": "<p>Configuration information about the compute workers that perform the transform job.</p>"
            }
        },
        "com.amazonaws.cleanroomsml#WorkerComputeType": {
            "type": "enum",
            "members": {
                "CR1X": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CR.1X"
                    }
                },
                "CR4X": {
                    "target": "smithy.api#Unit",
                    "traits": {
                        "smithy.api#enumValue": "CR.4X"
                    }
                }
            }
        }
    }
}