unimport VS MonkeyType

You looked through https://github.com/antfu/unplugin-auto-import/issues/61, https://github.com/unjs/unimport/pull/218 and https://github.com/antfu/unplugin-auto-import/issues/61?

AutoImport({ // targets to transform include: [ /\.[tj]sx?$/, // .ts, .tsx, .js, .jsx /\.vue$/, /\.vue\?vue/, // .vue /\.md$/, // .md ], // global imports to register imports: [ // presets 'vue', 'vue-router', // custom { '@vueuse/core': [ // named imports 'useMouse', // import { useMouse } from '@vueuse/core', // alias ['useFetch', 'useMyFetch'], // import { useFetch as useMyFetch } from '@vueuse/core', ], 'axios': [ // default imports ['default', 'axios'], // import { default as axios } from 'axios', ], '[package-name]': [ '[import-names]', // alias ['[from]', '[alias]'], ], }, ], // Enable auto import by filename for default module exports under directories defaultExportByFilename: false, // Auto import for module exports under directories // by default it only scan one level of modules under the directory dirs: [ // './hooks', // './composables' // only root modules // './composables/**', // all nested modules // ... ], // Filepath to generate corresponding .d.ts file. // Defaults to './auto-imports.d.ts' when `typescript` is installed locally. // Set `false` to disable. dts: './auto-imports.d.ts', // Auto import inside Vue template // see https://github.com/unjs/unimport/pull/15 and https://github.com/unjs/unimport/pull/72 vueTemplate: false, // Custom resolvers, compatible with `unplugin-vue-components` // see https://github.com/antfu/unplugin-auto-import/pull/23/ resolvers: [ /* ... */ ], // Generate corresponding .eslintrc-auto-import.json file. // eslint globals Docs - https://eslint.org/docs/user-guide/configuring/language-options#specifying-globals eslintrc: { enabled: false, // Default `false` filepath: './.eslintrc-auto-import.json', // Default `./.eslintrc-auto-import.json` globalsPropValue: true, // Default `true`, (true | false | 'readonly' | 'readable' | 'writable' | 'writeable') }, })

MonkeyType collects runtime types of function arguments and return values, and can automatically generate stub files or add type annotations directly to your Python code based on the types collected at runtime.

To alleviate the burden of manual annotation, MonkeyType offers a clever solution. It dynamically observes the types entering and leaving functions during code execution. Based on this observation, it generates a preliminary draft of type annotations. This significantly reduces the effort needed to add type hints to legacy code.

https://github.com/instagram/MonkeyType can perform the call logging, and can export a static typing file which is used by mypy, but also e.g. PyCharm. It doesn't expose such fine grained types, but you could build that based on the logged data.

Which introduces MonkeyType, a python library that generatics static type annotations by collecting runtime types.

Not sure if you're joking but there is something similar for python developed by a rather well known company https://github.com/Instagram/MonkeyType