{"id":37455588,"url":"https://github.com/nkaaf/pyds-stubs","last_synced_at":"2026-01-16T07:00:18.158Z","repository":{"id":300551748,"uuid":"1005224100","full_name":"nkaaf/pyds-stubs","owner":"nkaaf","description":"Typing stubs for NVIDIA DeepStream Python Bindings","archived":false,"fork":false,"pushed_at":"2025-12-17T06:19:01.000Z","size":642,"stargazers_count":1,"open_issues_count":67,"forks_count":0,"subscribers_count":0,"default_branch":"production","last_synced_at":"2026-01-05T11:55:13.402Z","etag":null,"topics":["deepstream","nvidia","pyds","stubs"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nkaaf.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-06-19T22:08:35.000Z","updated_at":"2025-10-20T13:30:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"6f459748-29b2-40b9-9dd6-ac883d7e4f04","html_url":"https://github.com/nkaaf/pyds-stubs","commit_stats":null,"previous_names":["nkaaf/pyds-stubs"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/nkaaf/pyds-stubs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nkaaf%2Fpyds-stubs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nkaaf%2Fpyds-stubs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nkaaf%2Fpyds-stubs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nkaaf%2Fpyds-stubs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nkaaf","download_url":"https://codeload.github.com/nkaaf/pyds-stubs/tar.gz/refs/heads/production","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nkaaf%2Fpyds-stubs/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28477989,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T06:30:42.265Z","status":"ssl_error","status_checked_at":"2026-01-16T06:30:16.248Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deepstream","nvidia","pyds","stubs"],"created_at":"2026-01-16T07:00:15.998Z","updated_at":"2026-01-16T07:00:18.066Z","avatar_url":"https://github.com/nkaaf.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Typing stubs for NVIDIA DeepStream Python Bindings\n\n![PyPI - Status](https://img.shields.io/pypi/status/pyds-stubs?style=for-the-badge)\n![PyPI - Types](https://img.shields.io/pypi/types/pyds-stubs?style=for-the-badge)\n\n\u003e [!NOTE]\n\u003e This is the main/production branch of this repository. For more information about the different\n\u003e releases go to the release tab or switch the branch to \"X.Y.Z-stubs\".\n\nThis project provides type stubs for [pyds](https://github.com/NVIDIA-AI-IOT/deepstream_python_apps)\nto improve the support of these important bindings in IDEs.\n\nWith the usage of this project, you agree to the license terms, found in the [License](#license)\nchapter. This project is not affiliated with NVIDIA or the authors and maintainer of\nthe [pyds](https://github.com/NVIDIA-AI-IOT/deepstream_python_apps) repository. It is the result of\nthe need for type hints for a simpler and more stable implementation of DeepStream pipelines in\nPython.\n\n\u003e [!NOTE]\n\u003e The stubs are distributed as a third-party stub-only library according to\n\u003e [PEP 561](https://peps.python.org/pep-0561/#stub-only-packages) because this project is not\n\u003e related to NVIDIA and if they ship stubs, this project can easily be deprecated and publicly\n\u003e archived.\n\n## Index\n\n* [Installation](#installation)\n    * [Versioning](#versioning)\n* [Usage](#usage)\n* [License](#license)\n* [Appendix](#appendix)\n    * [Links](#links)\n    * [Notice for NVIDIA](#notice-for-nvidia)\n\n## Installation\n\nThis library can be easily installed with pip.\n\n### Versioning\n\nThe stub versions matches the versions of pyds. For example, stub version `1.1.8` fits to pyds\nversion\n`1.1.8`. If any fix has to be applied, the fourth position would be incremented. So the first fix of\n`1.1.8` results in `1.1.8.1`.\n\nPlease pin your version directly or limit it upper-wise like:\n\n`pyds-stubs\u003e=1.1.8,\u003c1.1.9`\n\n## Usage\n\nThere is no magic, just only import pyds as you would normally do. This package is intended to be\nused during the development and can be omitted in runtime environments.\n\n## License\n\nThis project is published\nunder [Apache License, Version 2.0](https://www.apache.org/licenses/LICENSE-2.0) - please comply\nwith it, if you use/modify/distribute it. The license can be found in \"LICENSE\".\n\n## Appendix\n\n### Links\n\n* [Project Home](https://github.com/nkaaf/pyds-stubs)\n* [pyds - NVIDIA DeepStream Python Bindings](https://github.com/NVIDIA-AI-IOT/deepstream_python_apps)\n* [pybind11-stubgen](https://github.com/sizmailov/pybind11-stubgen)\n\n### Notice for NVIDIA\n\nI recently (Jun, 2025) saw\na [discussion](https://forums.developer.nvidia.com/t/feature-request-add-python-stubs-to-pyds-library/333191/4)\non your forum. If there is any official stub support by NVIDIA, this project will be deprecated and\npublicly archived. I hope to hear from you ;)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnkaaf%2Fpyds-stubs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnkaaf%2Fpyds-stubs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnkaaf%2Fpyds-stubs/lists"}