{"id":13737748,"url":"https://github.com/ray-project/ray_beam_runner","last_synced_at":"2025-04-13T00:45:21.499Z","repository":{"id":37031945,"uuid":"407218810","full_name":"ray-project/ray_beam_runner","owner":"ray-project","description":"Ray-based Apache Beam runner","archived":false,"fork":false,"pushed_at":"2023-08-30T22:09:51.000Z","size":197,"stargazers_count":43,"open_issues_count":19,"forks_count":12,"subscribers_count":11,"default_branch":"master","last_synced_at":"2025-03-26T18:51:55.272Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/ray-project.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}},"created_at":"2021-09-16T15:31:35.000Z","updated_at":"2025-01-06T02:20:53.000Z","dependencies_parsed_at":"2024-01-07T06:00:22.635Z","dependency_job_id":"0ca6515b-d4ec-4fc5-8846-b5d9cc822dd3","html_url":"https://github.com/ray-project/ray_beam_runner","commit_stats":{"total_commits":43,"total_committers":9,"mean_commits":4.777777777777778,"dds":0.6744186046511628,"last_synced_commit":"ecc9dba99dc9cbe51c2bbcb1fd472b288a89d1ba"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fray_beam_runner","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fray_beam_runner/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fray_beam_runner/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ray-project%2Fray_beam_runner/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ray-project","download_url":"https://codeload.github.com/ray-project/ray_beam_runner/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248650420,"owners_count":21139672,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2024-08-03T03:01:59.521Z","updated_at":"2025-04-13T00:45:21.481Z","avatar_url":"https://github.com/ray-project.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"Ray-based Apache Beam Runner\n==========================\nThis is a WIP proof of concept implementation undergoing frequent breaking changes and should not be used in production.\n\n\n## The Portable Ray Beam Runner\n\nThe directory `ray_beam_runner/portability` contains a prototype for an implementation of a [Beam](https://beam.apache.org)\nrunner for [Ray](https://ray.io) that relies on Beam's portability framework.\n\n### Install and build from source\n\nTo install the existing Ray Beam runner from a clone of this repository, you can follow the next steps:\n\n```shell\n# First create a virtual environment to install and run Python dependencies\nvirtualenv venv\n. venv/bin/activate\n\n# Install development dependencies for the project\npip install -r requirements_dev.txt\n\n# Create a local installation to include test dependencies\npip install -e .[test]\n# Or if saw error messages like \"zsh: no matches found: .[test]\", try:\npip install -e '.[test]'\n```\n\n### Testing\n\nThe project has extensive unit tests that can run on a local environment. Tests that verify the basic runner\nfunctionality exist in the file `ray_beam_runner/portability/ray_runner_test.py`.\n\n**To run the runner functionality test suite** for the Ray Beam Runner, you can run the following command:\n\n```shell\npytest ray_beam_runner/portability/ray_runner_test.py\n```\n\nTo run all local unit tests, you can simply run `pytest` from the root directory.\n\n### Found issues? Want to help?\n\nPlease file any problems with the runner in [this repository's issue section](https://github.com/ray-project/ray_beam_runner/issues).\nIf you would like to help, please **look at the issues as well**. You can pick up one of them and try to implement\nit.\n\n### Performance testing\n\n```shell\n# TODO: Write these tests and document how to run them.\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fray-project%2Fray_beam_runner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fray-project%2Fray_beam_runner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fray-project%2Fray_beam_runner/lists"}