. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 85 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 85 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 85 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 85 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 86 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90 5 Indices and tables 101 6 Discussion and support 103 Python Module Index 105 Index operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 4.9 86 4.12 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 5 Indices and tables 99 6 Discussion and support 101 Python Module Index 103 Index operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

type checks return template.replace('USERNAME', name) If a third party library you use declares support for type checking, mypy will type check your use of that library based on the type hints it contains since this allows code using these modules to be type checked more effectively. Mypy is designed to support gradual typing, i.e. letting you add annotations at your own pace, so it’s okay to leave some of for more details. 1.4.3 Generic types In Python 3.9 and later, built-in collection type objects support indexing: Type Description list[str] list of str objects tuple[int, int] tuple of two int objects

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71 4.9 81 4.11 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71 4.9 81 4.11 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.8 Libraries support . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 71 4.9 81 4.11 Server-Client communication protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88 5 Indices and tables 97 6 Discussion and support 99 Python Module Index 101 Index 103 operation • Support integration into existing web services, currently supports Flask, Django, Tornado, aiohttp and FastAPI(Starlette) framework • Support for asyncio and coroutine • Support data visualization