CleanRoomsService / Client / batch_get_schema_analysis_rule

batch_get_schema_analysis_rule

CleanRoomsService.Client.batch_get_schema_analysis_rule(**kwargs)

Retrieves multiple analysis rule schemas.

See also: AWS API Documentation

Request Syntax

response = client.batch_get_schema_analysis_rule(
    collaborationIdentifier='string',
    schemaAnalysisRuleRequests=[
        {
            'name': 'string',
            'type': 'AGGREGATION'|'LIST'|'CUSTOM'|'ID_MAPPING_TABLE'
        },
    ]
)

Parameters:

• collaborationIdentifier (string) –

  [REQUIRED]

  The unique identifier of the collaboration that contains the schema analysis rule.

• schemaAnalysisRuleRequests (list) –

  [REQUIRED]

  The information that’s necessary to retrieve a schema analysis rule.

  • (dict) –

    Defines the information that’s necessary to retrieve an analysis rule schema. Schema analysis rules are uniquely identified by a combination of the schema name and the analysis rule type for a given collaboration.

    • name (string) – [REQUIRED]

      The name of the analysis rule schema that you are requesting.

    • type (string) – [REQUIRED]

      The type of analysis rule schema that you are requesting.

Return type:

dict

Returns:

Response Syntax

{
    'analysisRules': [
        {
            'collaborationId': 'string',
            'type': 'AGGREGATION'|'LIST'|'CUSTOM'|'ID_MAPPING_TABLE',
            'name': 'string',
            'createTime': datetime(2015, 1, 1),
            'updateTime': datetime(2015, 1, 1),
            'policy': {
                'v1': {
                    'list': {
                        'joinColumns': [
                            'string',
                        ],
                        'allowedJoinOperators': [
                            'OR'|'AND',
                        ],
                        'listColumns': [
                            'string',
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED'
                    },
                    'aggregation': {
                        'aggregateColumns': [
                            {
                                'columnNames': [
                                    'string',
                                ],
                                'function': 'SUM'|'SUM_DISTINCT'|'COUNT'|'COUNT_DISTINCT'|'AVG'
                            },
                        ],
                        'joinColumns': [
                            'string',
                        ],
                        'joinRequired': 'QUERY_RUNNER',
                        'allowedJoinOperators': [
                            'OR'|'AND',
                        ],
                        'dimensionColumns': [
                            'string',
                        ],
                        'scalarFunctions': [
                            'ABS'|'CAST'|'CEILING'|'COALESCE'|'CONVERT'|'CURRENT_DATE'|'DATEADD'|'EXTRACT'|'FLOOR'|'GETDATE'|'LN'|'LOG'|'LOWER'|'ROUND'|'RTRIM'|'SQRT'|'SUBSTRING'|'TO_CHAR'|'TO_DATE'|'TO_NUMBER'|'TO_TIMESTAMP'|'TRIM'|'TRUNC'|'UPPER',
                        ],
                        'outputConstraints': [
                            {
                                'columnName': 'string',
                                'minimum': 123,
                                'type': 'COUNT_DISTINCT'
                            },
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED'
                    },
                    'custom': {
                        'allowedAnalyses': [
                            'string',
                        ],
                        'allowedAnalysisProviders': [
                            'string',
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED',
                        'disallowedOutputColumns': [
                            'string',
                        ],
                        'differentialPrivacy': {
                            'columns': [
                                {
                                    'name': 'string'
                                },
                            ]
                        }
                    },
                    'idMappingTable': {
                        'joinColumns': [
                            'string',
                        ],
                        'queryConstraints': [
                            {
                                'requireOverlap': {
                                    'columns': [
                                        'string',
                                    ]
                                }
                            },
                        ],
                        'dimensionColumns': [
                            'string',
                        ]
                    }
                }
            },
            'collaborationPolicy': {
                'v1': {
                    'list': {
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    },
                    'aggregation': {
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    },
                    'custom': {
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    }
                }
            },
            'consolidatedPolicy': {
                'v1': {
                    'list': {
                        'joinColumns': [
                            'string',
                        ],
                        'allowedJoinOperators': [
                            'OR'|'AND',
                        ],
                        'listColumns': [
                            'string',
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED',
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    },
                    'aggregation': {
                        'aggregateColumns': [
                            {
                                'columnNames': [
                                    'string',
                                ],
                                'function': 'SUM'|'SUM_DISTINCT'|'COUNT'|'COUNT_DISTINCT'|'AVG'
                            },
                        ],
                        'joinColumns': [
                            'string',
                        ],
                        'joinRequired': 'QUERY_RUNNER',
                        'allowedJoinOperators': [
                            'OR'|'AND',
                        ],
                        'dimensionColumns': [
                            'string',
                        ],
                        'scalarFunctions': [
                            'ABS'|'CAST'|'CEILING'|'COALESCE'|'CONVERT'|'CURRENT_DATE'|'DATEADD'|'EXTRACT'|'FLOOR'|'GETDATE'|'LN'|'LOG'|'LOWER'|'ROUND'|'RTRIM'|'SQRT'|'SUBSTRING'|'TO_CHAR'|'TO_DATE'|'TO_NUMBER'|'TO_TIMESTAMP'|'TRIM'|'TRUNC'|'UPPER',
                        ],
                        'outputConstraints': [
                            {
                                'columnName': 'string',
                                'minimum': 123,
                                'type': 'COUNT_DISTINCT'
                            },
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED',
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    },
                    'custom': {
                        'allowedAnalyses': [
                            'string',
                        ],
                        'allowedAnalysisProviders': [
                            'string',
                        ],
                        'additionalAnalyses': 'ALLOWED'|'REQUIRED'|'NOT_ALLOWED',
                        'disallowedOutputColumns': [
                            'string',
                        ],
                        'differentialPrivacy': {
                            'columns': [
                                {
                                    'name': 'string'
                                },
                            ]
                        },
                        'allowedResultReceivers': [
                            'string',
                        ],
                        'allowedAdditionalAnalyses': [
                            'string',
                        ]
                    }
                }
            }
        },
    ],
    'errors': [
        {
            'name': 'string',
            'type': 'AGGREGATION'|'LIST'|'CUSTOM'|'ID_MAPPING_TABLE',
            'code': 'string',
            'message': 'string'
        },
    ]
}

Response Structure

• (dict) –

  • analysisRules (list) –

    The retrieved list of analysis rules.

    • (dict) –

      A specification about how data from the configured table can be used in a query.

      • collaborationId (string) –

        The unique ID for the associated collaboration.

      • type (string) –

        The type of analysis rule.

      • name (string) –

        The name for the analysis rule.

      • createTime (datetime) –

        The time the analysis rule was created.

      • updateTime (datetime) –

        The time the analysis rule was last updated.

      • policy (dict) –

        A policy that describes the associated data usage limitations.

        Note

        This is a Tagged Union structure. Only one of the following top level keys will be set: v1. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        

        • v1 (dict) –

          Controls on the query specifications that can be run on configured table.

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: list, aggregation, custom, idMappingTable. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          

          • list (dict) –

            Analysis rule type that enables only list queries on a configured table.

            • joinColumns (list) –

              Columns that can be used to join a configured table with the table of the member who can query and other members’ configured tables.

              • (string) –

            • allowedJoinOperators (list) –

              The logical operators (if any) that are to be used in an INNER JOIN match condition. Default is AND.

              • (string) –

            • listColumns (list) –

              Columns that can be listed in the output.

              • (string) –

            • additionalAnalyses (string) –

              An indicator as to whether additional analyses (such as Clean Rooms ML) can be applied to the output of the direct query.

          • aggregation (dict) –

            Analysis rule type that enables only aggregation queries on a configured table.

            • aggregateColumns (list) –

              The columns that query runners are allowed to use in aggregation queries.

              • (dict) –

                Column in configured table that can be used in aggregate function in query.

                • columnNames (list) –

                  Column names in configured table of aggregate columns.

                  • (string) –

                • function (string) –

                  Aggregation function that can be applied to aggregate column in query.

            • joinColumns (list) –

              Columns in configured table that can be used in join statements and/or as aggregate columns. They can never be outputted directly.

              • (string) –

            • joinRequired (string) –

              Control that requires member who runs query to do a join with their configured table and/or other configured table in query.

            • allowedJoinOperators (list) –

              Which logical operators (if any) are to be used in an INNER JOIN match condition. Default is AND.

              • (string) –

            • dimensionColumns (list) –

              The columns that query runners are allowed to select, group by, or filter by.

              • (string) –

            • scalarFunctions (list) –

              Set of scalar functions that are allowed to be used on dimension columns and the output of aggregation of metrics.

              • (string) –

            • outputConstraints (list) –

              Columns that must meet a specific threshold value (after an aggregation function is applied to it) for each output row to be returned.

              • (dict) –

                Constraint on query output removing output rows that do not meet a minimum number of distinct values of a specified column.

                • columnName (string) –

                  Column in aggregation constraint for which there must be a minimum number of distinct values in an output row for it to be in the query output.

                • minimum (integer) –

                  The minimum number of distinct values that an output row must be an aggregation of. Minimum threshold of distinct values for a specified column that must exist in an output row for it to be in the query output.

                • type (string) –

                  The type of aggregation the constraint allows. The only valid value is currently COUNT_DISTINCT.

            • additionalAnalyses (string) –

              An indicator as to whether additional analyses (such as Clean Rooms ML) can be applied to the output of the direct query.

              The additionalAnalyses parameter is currently supported for the list analysis rule ( AnalysisRuleList) and the custom analysis rule ( AnalysisRuleCustom).

          • custom (dict) –

            Analysis rule type that enables custom SQL queries on a configured table.

            • allowedAnalyses (list) –

              The ARN of the analysis templates that are allowed by the custom analysis rule.

              • (string) –

            • allowedAnalysisProviders (list) –

              The IDs of the Amazon Web Services accounts that are allowed to query by the custom analysis rule. Required when allowedAnalyses is ANY_QUERY.

              • (string) –

            • additionalAnalyses (string) –

              An indicator as to whether additional analyses (such as Clean Rooms ML) can be applied to the output of the direct query.

            • disallowedOutputColumns (list) –

              A list of columns that aren’t allowed to be shown in the query output.

              • (string) –

            • differentialPrivacy (dict) –

              The differential privacy configuration.

              • columns (list) –

                The name of the column (such as user_id) that contains the unique identifier of your users whose privacy you want to protect. If you want to turn on differential privacy for two or more tables in a collaboration, you must configure the same column as the user identifier column in both analysis rules.

                • (dict) –

                  Specifies the name of the column that contains the unique identifier of your users, whose privacy you want to protect.

                  • name (string) –

                    The name of the column, such as user_id, that contains the unique identifier of your users, whose privacy you want to protect. If you want to turn on differential privacy for two or more tables in a collaboration, you must configure the same column as the user identifier column in both analysis rules.

          • idMappingTable (dict) –

            The ID mapping table.

            • joinColumns (list) –

              The columns that query runners are allowed to use in an INNER JOIN statement.

              • (string) –

            • queryConstraints (list) –

              The query constraints of the analysis rule ID mapping table.

              • (dict) –

                Provides any necessary query constraint information.

                Note

                This is a Tagged Union structure. Only one of the following top level keys will be set: requireOverlap. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

                'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
                

                • requireOverlap (dict) –

                  An array of column names that specifies which columns are required in the JOIN statement.

                  • columns (list) –

                    The columns that are required to overlap.

                    • (string) –

            • dimensionColumns (list) –

              The columns that query runners are allowed to select, group by, or filter by.

              • (string) –

      • collaborationPolicy (dict) –

        Controls on the query specifications that can be run on an associated configured table.

        Note

        This is a Tagged Union structure. Only one of the following top level keys will be set: v1. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        

        • v1 (dict) –

          The policy for the configured table association analysis rule.

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: list, aggregation, custom. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          

          • list (dict) –

            Analysis rule type that enables only list queries on a configured table.

            • allowedResultReceivers (list) –

              The list of collaboration members who are allowed to receive results of queries run with this configured table.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The list of resources or wildcards (ARNs) that are allowed to perform additional analysis on query output.

              • (string) –

          • aggregation (dict) –

            Analysis rule type that enables only aggregation queries on a configured table.

            • allowedResultReceivers (list) –

              The list of collaboration members who are allowed to receive results of queries run with this configured table.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The list of resources or wildcards (ARNs) that are allowed to perform additional analysis on query output.

              The allowedAdditionalAnalyses parameter is currently supported for the list analysis rule ( AnalysisRuleList) and the custom analysis rule ( AnalysisRuleCustom).

              • (string) –

          • custom (dict) –

            Analysis rule type that enables the table owner to approve custom SQL queries on their configured tables. It supports differential privacy.

            • allowedResultReceivers (list) –

              The list of collaboration members who are allowed to receive results of queries run with this configured table.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The list of resources or wildcards (ARNs) that are allowed to perform additional analysis on query output.

              • (string) –

      • consolidatedPolicy (dict) –

        The consolidated policy for the analysis rule.

        Note

        This is a Tagged Union structure. Only one of the following top level keys will be set: v1. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

        'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
        

        • v1 (dict) –

          The consolidated policy version 1.

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: list, aggregation, custom. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          

          • list (dict) –

            The list of consolidated policies.

            • joinColumns (list) –

              The columns to join on.

              • (string) –

            • allowedJoinOperators (list) –

              The allowed join operators in the consolidated policy list.

              • (string) –

            • listColumns (list) –

              The columns in the consolidated policy list.

              • (string) –

            • additionalAnalyses (string) –

              Additional analyses for the consolidated policy list.

            • allowedResultReceivers (list) –

              The allowed result receivers.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The additional analyses allowed by the consolidated policy list.

              • (string) –

          • aggregation (dict) –

            The aggregation setting for the consolidated policy.

            • aggregateColumns (list) –

              Aggregate columns in consolidated policy aggregation.

              • (dict) –

                Column in configured table that can be used in aggregate function in query.

                • columnNames (list) –

                  Column names in configured table of aggregate columns.

                  • (string) –

                • function (string) –

                  Aggregation function that can be applied to aggregate column in query.

            • joinColumns (list) –

              The columns to join on.

              • (string) –

            • joinRequired (string) –

              Join required

            • allowedJoinOperators (list) –

              The allowed join operators.

              • (string) –

            • dimensionColumns (list) –

              The dimension columns of the consolidated policy aggregation.

              • (string) –

            • scalarFunctions (list) –

              The scalar functions.

              • (string) –

            • outputConstraints (list) –

              The output constraints of the consolidated policy aggregation.

              • (dict) –

                Constraint on query output removing output rows that do not meet a minimum number of distinct values of a specified column.

                • columnName (string) –

                  Column in aggregation constraint for which there must be a minimum number of distinct values in an output row for it to be in the query output.

                • minimum (integer) –

                  The minimum number of distinct values that an output row must be an aggregation of. Minimum threshold of distinct values for a specified column that must exist in an output row for it to be in the query output.

                • type (string) –

                  The type of aggregation the constraint allows. The only valid value is currently COUNT_DISTINCT.

            • additionalAnalyses (string) –

              Additional analyses for the consolidated policy aggregation.

            • allowedResultReceivers (list) –

              The allowed result receivers.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The additional analyses allowed by the consolidated policy aggregation.

              • (string) –

          • custom (dict) –

            Custom policy

            • allowedAnalyses (list) –

              The allowed analyses.

              • (string) –

            • allowedAnalysisProviders (list) –

              The allowed analysis providers.

              • (string) –

            • additionalAnalyses (string) –

              Additional analyses for the consolidated policy.

            • disallowedOutputColumns (list) –

              Disallowed output columns

              • (string) –

            • differentialPrivacy (dict) –

              Specifies the unique identifier for your users.

              • columns (list) –

                The name of the column (such as user_id) that contains the unique identifier of your users whose privacy you want to protect. If you want to turn on differential privacy for two or more tables in a collaboration, you must configure the same column as the user identifier column in both analysis rules.

                • (dict) –

                  Specifies the name of the column that contains the unique identifier of your users, whose privacy you want to protect.

                  • name (string) –

                    The name of the column, such as user_id, that contains the unique identifier of your users, whose privacy you want to protect. If you want to turn on differential privacy for two or more tables in a collaboration, you must configure the same column as the user identifier column in both analysis rules.

            • allowedResultReceivers (list) –

              The allowed result receivers.

              • (string) –

            • allowedAdditionalAnalyses (list) –

              The additional analyses allowed by the consolidated policy.

              • (string) –

  • errors (list) –

    Error reasons for schemas that could not be retrieved. One error is returned for every schema that could not be retrieved.

    • (dict) –

      An error that describes why a schema could not be fetched.

      • name (string) –

        An error name for the error.

      • type (string) –

        The analysis rule type.

      • code (string) –

        An error code for the error.

      • message (string) –

        A description of why the call failed.

Exceptions

• CleanRoomsService.Client.exceptions.ResourceNotFoundException

• CleanRoomsService.Client.exceptions.InternalServerException

• CleanRoomsService.Client.exceptions.ValidationException

• CleanRoomsService.Client.exceptions.ThrottlingException

• CleanRoomsService.Client.exceptions.AccessDeniedException