small script with your mypy invocation to your codebase, or adding your mypy invocation to existing tools you use to run tests, like tox. • Make sure everyone runs mypy with the same options. Checking a annotation of legacy code There are tools for automatically adding draft annotations based on simple static analysis or on type profiles collected at runtime. Tools include MonkeyType, autotyping and PyAnnotate these scenarios and explains how to get your code running again. Generally speaking, we have three tools at our disposal: • Use of from __future__ import annotations (PEP 563) (this behaviour may eventually

using plugins Configuring mypy to use plugins High-level overview Current list of plugin hooks Useful tools Automatic stub generation (stubgen) Specifying what to stub Specifying how to generate stubs Additional small script with your mypy invocation to your codebase, or adding your mypy invocation to existing tools you use to run tests, like tox. Make sure everyone runs mypy with the same options. Checking a mypy annotation of legacy code There are tools for automatically adding draft annotations based on simple static analysis or on type profiles collected at runtime. Tools include MonkeyType [https://monkeytype

using plugins Configuring mypy to use plugins High-level overview Current list of plugin hooks Useful tools Automatic stub generation (stubgen) Specifying what to stub Specifying how to generate stubs Additional small script with your mypy invocation to your codebase, or adding your mypy invocation to existing tools you use to run tests, like tox. Make sure everyone runs mypy with the same options. Checking a mypy annotation of legacy code There are tools for automatically adding draft annotations based on simple static analysis or on type profiles collected at runtime. Tools include MonkeyType [https://monkeytype

small script with your mypy invocation to your codebase, or adding your mypy invocation to existing tools you use to run tests, like tox. • Make sure everyone runs mypy with the same options. Checking a annotation of legacy code There are tools for automatically adding draft annotations based on simple static analysis or on type profiles collected at runtime. Tools include MonkeyType, autotyping and PyAnnotate these scenarios and explains how to get your code running again. Generally speaking, we have three tools at our disposal: • Use of from __future__ import annotations (PEP 563) (this behaviour may eventually

files in models The File object File storage Testing in Django Writing and running tests Testing tools Advanced testing topics User authentication in Django Overview Installation Usage Django’s cache Formsets | Customizing validation The development process Learn about the various components and tools to help you in the development and testing of Django applications: Settings: Overview | Full list Overview | Adding custom commands Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics Deployment: Overview | WSGI servers | FastCGI/SCGI/AJP (deprecated) | Deploying

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.14 Common Web application tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.15 Other core functionalities Formsets | Customizing validation 1.7 The development process Learn about the various components and tools to help you in the development and testing of Django applications: • Settings: Overview | Full list | Adding custom commands • Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics • Deployment: Overview | WSGI servers | FastCGI/SCGI/AJP (deprecated) | Deploying

files in models The File object File storage Testing in Django Writing and running tests Testing tools Advanced testing topics User authentication in Django Overview Installation Usage Django’s cache Formsets | Customizing validation The development process Learn about the various components and tools to help you in the development and testing of Django applications: Settings: Overview | Full list Overview | Adding custom commands Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics Deployment: Overview | WSGI servers | Deploying static files | Tracking code errors

files in models The File object File storage Testing in Django Writing and running tests Testing tools Advanced testing topics User authentication in Django Overview Installation Usage Django’s cache Formsets | Customizing validation The development process Learn about the various components and tools to help you in the development and testing of Django applications: Settings: Overview | Full list Overview | Adding custom commands Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics Deployment: Overview | WSGI servers | Deploying static files | Tracking code errors

files in models The File object File storage Testing in Django Writing and running tests Testing tools Advanced testing topics User authentication in Django Overview Installation Usage Django’s cache Formsets | Customizing validation The development process Learn about the various components and tools to help you in the development and testing of Django applications: Settings: Overview | Full list Overview | Adding custom commands Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics Deployment: Overview | WSGI servers | Deploying static files | Tracking code errors

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.14 Common Web application tools . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.15 Other core functionalities Formsets | Customizing validation 1.8 The development process Learn about the various components and tools to help you in the development and testing of Django applications: • Settings: Overview | Full list | Adding custom commands • Testing: Introduction | Writing and running tests | Included testing tools | Advanced topics • Deployment: Overview | WSGI servers | Deploying static files | Tracking code