{"library":"mypy-boto3-cleanroomsml","title":"mypy-boto3-cleanroomsml: AWS Clean Rooms ML Type Annotations for boto3","description":"mypy-boto3-cleanroomsml provides static type annotations for the `boto3` CleanRoomsML service, enhancing code quality, readability, and error detection for Python developers working with AWS. It is generated by `mypy-boto3-builder` and is currently at version 1.42.22, with frequent updates mirroring `boto3` releases.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install mypy-boto3-cleanroomsml boto3 mypy"],"cli":null},"imports":["from mypy_boto3_cleanroomsml.client import CleanRoomsMLClient","import boto3\nclient: CleanRoomsMLClient = boto3.client('cleanrooms-ml')"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import boto3\nfrom mypy_boto3_cleanroomsml.client import CleanRoomsMLClient\n\n# Boto3 will pick up credentials from environment variables or ~/.aws/credentials\n# This example demonstrates type hinting for the client.\nclient: CleanRoomsMLClient = boto3.client('cleanrooms-ml')\n\nprint(\"Listing CleanRooms ML audience models...\")\ntry:\n    response = client.list_audience_models(maxResults=1)\n    models = response.get('audienceModelSummaries', [])\n    if models:\n        print(f\"Found {len(models)} audience model(s). First model name: {models[0].get('name')}\")\n    else:\n        print(\"No audience models found.\")\nexcept Exception as e:\n    print(f\"Error listing audience models: {e}\")\n\n# Example of type-checking a method call (mypy will validate arguments and return type)\n# mypy will report errors if 'maxResults' was misspelled or of wrong type.\n# mypy will also know the structure of `response` and its `get` methods.\n","lang":"python","description":"This quickstart demonstrates how to initialize a `boto3` client for CleanRoomsML with explicit type annotations from `mypy-boto3-cleanroomsml`. It then performs a simple `list_audience_models` API call. Run `mypy your_script_name.py` to see type checking in action.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":{"tag":null,"tag_description":null,"last_tested":"2026-05-14","installed_version":"1.43.4","pypi_latest":"1.43.4","is_stale":false,"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":5.7,"avg_import_s":0.67,"wheel_type":"wheel"},"results":[{"runtime":"python:3.10-alpine","python_version":"3.10","os_libc":"alpine (musl)","variant":"mypy-boto3-cleanroomsml","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"clean","install_time_s":null,"import_time_s":0.61,"mem_mb":14,"disk_size":"115.0M"},{"runtime":"python:3.10-alpine","python_version":"3.10","os_libc":"alpine 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