{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/6"}],"enrichment":{"capability":"Provides type stubs for the Metaflow package, enabling static type checking and IDE autocompletion for Metaflow workflows and APIs.","skillfed_tags":["type-stubs","metaflow","static-analysis"],"use_cases":["Enable IDE autocomplete and inline documentation when writing Metaflow workflows in VS Code, PyCharm, or other type-aware editors.","Catch type errors in Metaflow code before runtime using mypy or other static type checkers in CI/CD pipelines.","Provide type hints for custom Metaflow decorators and step functions to improve code clarity and maintainability.","Support refactoring of large Metaflow projects by making API changes visible to type checkers and IDEs.","Document expected parameter and return types for Metaflow API calls without modifying the main package."],"what_it_does":"metaflow-stubs is a type stub package that provides static type information for Metaflow, the ML workflow framework originally developed at Netflix. Type stubs allow Python type checkers like mypy and IDE tools to understand Metaflow's API surface, enabling autocomplete, inline documentation, and type validation during development without requiring changes to Metaflow itself.\n\nThe package is a pure-Python wheel with a single runtime dependency on metaflow. It supports Python 3.7 through 3.12 and is maintained actively alongside Metaflow's main releases. Installation is straightforward and adds no runtime overhead\u2014stubs are used only during development and type checking, not at runtime.","worth_installing":"Yes, if you use Metaflow and want static type checking or IDE support. Type stubs add no runtime cost and integrate transparently with existing Metaflow code. The package is actively maintained, permissively licensed, and has no known vulnerabilities. Install it alongside metaflow to unlock type safety and better developer experience."},"id":"metaflow-stubs","links":{"html":"https://skillfed.io/packages/metaflow-stubs","md":"https://skillfed.io/packages/metaflow-stubs.md","pypi":"https://pypi.org/project/metaflow-stubs/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":null,"license_treatment":"permissive","name":"metaflow-stubs","python_support":"supports_current","summary":"Metaflow Stubs: Stubs for the metaflow package"},"popularity":{"monthly_downloads":80928,"position":14263,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.19.37"}