{"id":36713,"name":"beobench","description":"A toolkit providing easy and unified access to building control environments for reinforcement learning (RL). No longer actively maintained.","url":"https://github.com/rdnfn/beobench","last_synced_at":"2025-09-05T07:12:37.487Z","repository":{"id":39748941,"uuid":"422168281","full_name":"rdnfn/beobench","owner":"rdnfn","description":"A toolkit providing easy and unified access to building control environments for reinforcement learning (RL). No longer actively maintained.","archived":false,"fork":false,"pushed_at":"2024-11-26T18:04:29.000Z","size":2736,"stargazers_count":41,"open_issues_count":16,"forks_count":4,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-07-04T05:51:26.128Z","etag":null,"topics":["building-control","building-energy-optimization","reinforcement-learning","reinforcement-learning-environments"],"latest_commit_sha":null,"homepage":"https://beobench.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rdnfn.png","metadata":{"files":{"readme":"README.rst","changelog":"HISTORY.rst","contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":"docs/support.rst","governance":null,"roadmap":null,"authors":"AUTHORS.rst","dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-10-28T10:56:32.000Z","updated_at":"2025-03-29T03:57:33.000Z","dependencies_parsed_at":"2024-11-26T18:36:28.244Z","dependency_job_id":null,"html_url":"https://github.com/rdnfn/beobench","commit_stats":{"total_commits":843,"total_committers":1,"mean_commits":843.0,"dds":0.0,"last_synced_commit":"f2b44c08b887564d409c41d7ca8957b9ae064d75"},"previous_names":[],"tags_count":14,"template":false,"template_full_name":null,"purl":"pkg:github/rdnfn/beobench","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/sbom","scorecard":{"id":765113,"data":{"date":"2025-08-11","repo":{"name":"github.com/rdnfn/beobench","commit":"30bee9e0d65ebbd5c4e17ee5b7d2e3f314aa7ad1"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":2.8,"checks":[{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":0,"reason":"Found 0/5 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/black.yaml:1","Warn: no topLevel permission defined: .github/workflows/pylint.yaml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/pypi.yaml:16","Warn: no topLevel permission defined: .github/workflows/tox.yaml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/black.yaml:9: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/black.yaml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/black.yaml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/black.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pylint.yaml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/pylint.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pylint.yaml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/pylint.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi.yaml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/pypi.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pypi.yaml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/pypi.yaml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pypi.yaml:39: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/pypi.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tox.yaml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/tox.yaml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/tox.yaml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/rdnfn/beobench/tox.yaml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:5","Warn: containerImage not pinned by hash: beobench/data/dockerfiles/Dockerfile.beobench_install_local:3","Warn: containerImage not pinned by hash: beobench/data/dockerfiles/Dockerfile.beobench_install_pypi:3","Warn: containerImage not pinned by hash: beobench/data/dockerfiles/Dockerfile.experiment:2","Warn: containerImage not pinned by hash: beobench/data/dockerfiles/Dockerfile.requirements:3","Warn: pipCommand not pinned by hash: .devcontainer/Dockerfile:13","Warn: pipCommand not pinned by hash: .github/workflows/pylint.yaml:21","Warn: pipCommand not pinned by hash: .github/workflows/pylint.yaml:22","Warn: pipCommand not pinned by hash: .github/workflows/pypi.yaml:33","Warn: pipCommand not pinned by hash: .github/workflows/pypi.yaml:34","Warn: pipCommand not pinned by hash: .github/workflows/tox.yaml:21","Info:   0 out of   7 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   2 third-party GitHubAction dependencies pinned","Info:   0 out of   5 containerImage dependencies pinned","Info:   0 out of   6 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Branch-Protection","score":3,"reason":"branch protection is not maximal on development and all release branches","details":["Info: 'allow deletion' disabled on branch 'main'","Info: 'force pushes' disabled on branch 'main'","Warn: branch 'main' does not require approvers","Warn: codeowners review is not required on branch 'main'","Warn: no status checks found to merge onto branch 'main'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 30 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"33 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2024-48 / GHSA-fj7x-q9j7-g6q6","Warn: Project is vulnerable to: GHSA-44cc-43rp-5947","Warn: Project is vulnerable to: PYSEC-2021-130 / GHSA-4952-p58q-6crx","Warn: Project is vulnerable to: GHSA-9q39-rmj3-p4r2","Warn: Project is vulnerable to: PYSEC-2022-14 / GHSA-39ph-wr67-j4xq","Warn: Project is vulnerable to: PYSEC-2013-9 / GHSA-4gv5-qhvr-36vv","Warn: Project is vulnerable to: PYSEC-2021-437 / GHSA-5xp3-jfq3-5q8x","Warn: Project is vulnerable to: PYSEC-2019-160 / GHSA-c5h8-cq4v-cvfm","Warn: Project is vulnerable to: PYSEC-2013-8 / GHSA-g3p5-fjj9-h8gj","Warn: Project is vulnerable to: PYSEC-2020-173 / GHSA-gpvv-69j7-gwj8","Warn: Project is vulnerable to: PYSEC-2023-228 / GHSA-mq26-g339-26xf","Warn: Project is vulnerable to: PYSEC-2022-43017 / GHSA-qwmp-2cf2-g9g6","Warn: Project is vulnerable to: PYSEC-2024-230 / GHSA-248v-346w-9cwc","Warn: Project is vulnerable to: PYSEC-2022-42986 / GHSA-43fp-rhv2-5gv8","Warn: Project is vulnerable to: PYSEC-2023-135 / GHSA-xqr8-7jwr-rhp7","Warn: Project is vulnerable to: PYSEC-2024-60 / GHSA-jjg7-2v4v-x38h","Warn: Project is vulnerable to: GHSA-cpwx-vrp4-4pq7","Warn: Project is vulnerable to: GHSA-gmj6-6f8f-6699","Warn: Project is vulnerable to: GHSA-h5c8-rqwp-cp95","Warn: Project is vulnerable to: GHSA-h75v-3vvj-5mfj","Warn: Project is vulnerable to: GHSA-q2x7-8rv6-6q7h","Warn: Project is vulnerable to: PYSEC-2022-42969","Warn: Project is vulnerable to: PYSEC-2023-117 / GHSA-mrwq-x4v8-fh7p","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2023-74 / GHSA-j8r2-6x86-q33q","Warn: Project is vulnerable to: GHSA-g7vv-2v7x-gj9p","Warn: Project is vulnerable to: GHSA-34jh-p97f-mpxf","Warn: Project is vulnerable to: PYSEC-2023-212 / GHSA-g4mx-q9vg-27p4","Warn: Project is vulnerable to: GHSA-pq67-6m6q-mj2v","Warn: Project is vulnerable to: PYSEC-2023-192 / GHSA-v845-jxx5-vc9f","Warn: Project is vulnerable to: PYSEC-2024-187 / GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-jfmj-5v4g-7637"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}}]},"last_synced_at":"2025-08-23T00:33:19.978Z","repository_id":39748941,"created_at":"2025-08-23T00:33:19.978Z","updated_at":"2025-08-23T00:33:19.978Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723823,"owners_count":25156413,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"rdnfn","name":"Arduin","uuid":"75615911","kind":"user","description":"PhD student | reinforcement learning \u0026 building control","email":"","website":"arduin.io","location":null,"twitter":null,"company":"University of Cambridge","icon_url":"https://avatars.githubusercontent.com/u/75615911?u=0fc309209aabe194a5791316f55e94e52a50d3f1\u0026v=4","repositories_count":6,"last_synced_at":"2023-03-08T23:42:18.306Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/rdnfn","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-18T13:21:47.405Z","updated_at":"2023-03-08T23:42:18.423Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn/repositories"},"packages":[{"id":2654296,"name":"beobench","ecosystem":"pypi","description":"Beobench is a toolkit providing easy and unified access to building control environments for reinforcement learning (RL).","homepage":null,"licenses":"MIT license","normalized_licenses":["MIT"],"repository_url":"https://github.com/rdnfn/beobench","keywords_array":["beobench"],"namespace":null,"versions_count":14,"first_release_published_at":"2022-01-10T17:46:04.000Z","latest_release_published_at":"2023-01-16T17:36:58.000Z","latest_release_number":"0.5.4","last_synced_at":"2025-08-05T06:04:50.726Z","created_at":"2022-04-10T10:11:01.266Z","updated_at":"2025-08-05T06:04:50.726Z","registry_url":"https://pypi.org/project/beobench/","install_command":"pip install beobench --index-url https://pypi.org/simple","documentation_url":"https://beobench.readthedocs.io/","metadata":{"funding":null,"documentation":"https://beobench.readthedocs.io/","classifiers":["Development Status :: 3 - Alpha","Intended Audience :: Developers","License :: OSI Approved :: MIT License","Natural Language :: English","Programming Language :: Python :: 3","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9"],"normalized_name":"beobench"},"repo_metadata":{"id":39748941,"uuid":"422168281","full_name":"rdnfn/beobench","owner":"rdnfn","description":"A toolkit providing easy and unified access to building control environments for reinforcement learning (RL). No longer actively maintained.","archived":false,"fork":false,"pushed_at":"2024-11-26T18:04:29.000Z","size":2736,"stargazers_count":41,"open_issues_count":16,"forks_count":4,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-03T07:26:31.262Z","etag":null,"topics":["building-control","building-energy-optimization","reinforcement-learning","reinforcement-learning-environments"],"latest_commit_sha":null,"homepage":"https://beobench.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rdnfn.png","metadata":{"files":{"readme":"README.rst","changelog":"HISTORY.rst","contributing":"CONTRIBUTING.rst","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":"docs/support.rst","governance":null,"roadmap":null,"authors":"AUTHORS.rst","dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-10-28T10:56:32.000Z","updated_at":"2025-03-29T03:57:33.000Z","dependencies_parsed_at":"2024-11-26T18:36:28.244Z","dependency_job_id":null,"html_url":"https://github.com/rdnfn/beobench","commit_stats":{"total_commits":843,"total_committers":1,"mean_commits":843.0,"dds":0.0,"last_synced_commit":"f2b44c08b887564d409c41d7ca8957b9ae064d75"},"previous_names":[],"tags_count":14,"template":false,"template_full_name":null,"purl":"pkg:github/rdnfn/beobench","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263456962,"owners_count":23469263,"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"},"owner_record":{"login":"rdnfn","name":"Arduin","uuid":"75615911","kind":"user","description":"PhD student | reinforcement learning \u0026 building control","email":"","website":"arduin.io","location":null,"twitter":null,"company":"University of Cambridge","icon_url":"https://avatars.githubusercontent.com/u/75615911?u=0fc309209aabe194a5791316f55e94e52a50d3f1\u0026v=4","repositories_count":6,"last_synced_at":"2023-03-08T23:42:18.306Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/rdnfn","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-18T13:21:47.405Z","updated_at":"2023-03-08T23:42:18.423Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rdnfn/repositories"},"tags":[{"name":"v0.5.4","sha":"d51ac8a22ce710fe36003e20e77b0ca417ab6086","kind":"tag","published_at":"2023-01-16T16:54:12.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.5.4","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.5.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.5.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.4/manifests"},{"name":"v0.5.3","sha":"df4539cd29473dfdf568565366062afd8a957248","kind":"tag","published_at":"2022-11-18T11:53:20.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.5.3","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.5.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.5.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.3/manifests"},{"name":"v0.5.2","sha":"cb360579bc535bd43e91fe8d93e103a7e6c8f7af","kind":"tag","published_at":"2022-07-01T18:07:33.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.5.2","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.5.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.5.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.2/manifests"},{"name":"v0.5.1","sha":"c92068e8d7b8396d46ea0857a02e3ffd338ece5b","kind":"commit","published_at":"2022-06-28T17:10:03.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.5.1","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"c51e9a6d320e3e1db035cb298936ac4dacaca64b","kind":"commit","published_at":"2022-05-26T13:39:43.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.5.0","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.5.0/manifests"},{"name":"v0.4.4","sha":"539d7cd50a06a425ed8a5f9c42c688edc3ff7bc5","kind":"tag","published_at":"2022-05-09T14:11:40.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.4.4","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.4.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.4.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.4/manifests"},{"name":"v0.4.3","sha":"67cc91a565e3851c6dd1aea399f991fc607a66e1","kind":"tag","published_at":"2022-04-12T14:00:01.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.4.3","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.4.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.4.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.3/manifests"},{"name":"v0.4.2","sha":"1daa34ad5a6cf749d6174b60a4ce00d64f446b3f","kind":"commit","published_at":"2022-04-04T15:14:51.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.4.2","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"eae5ce22b822570b49f2440a57162e92c638cba1","kind":"commit","published_at":"2022-03-30T19:09:41.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.4.1","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.1/manifests"},{"name":"v0.4.0","sha":"27fdc4fb6e2fcdca9e639f499c51fccd0c89e416","kind":"commit","published_at":"2022-03-28T18:05:16.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.4.0","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.4.0/manifests"},{"name":"v0.3.0","sha":"61668bda12224abf168524cc0b88318c229692ae","kind":"commit","published_at":"2022-02-14T12:18:32.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.3.0","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.3.0/manifests"},{"name":"v0.2.1","sha":"ccedce5265501029603e334f8e4597c19dc3cffd","kind":"commit","published_at":"2022-02-03T19:43:41.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.2.1","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"65be3ccc21663cb34245fe2cc47a862297f7580e","kind":"commit","published_at":"2022-01-18T18:10:12.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.2.0","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.2.0/manifests"},{"name":"v0.1.0","sha":"cbeda9ef03327c5a3d6a29fd407eaa512c07ac4d","kind":"commit","published_at":"2022-01-10T17:44:51.000Z","download_url":"https://codeload.github.com/rdnfn/beobench/tar.gz/v0.1.0","html_url":"https://github.com/rdnfn/beobench/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/rdnfn/beobench@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-07-04T05:50:23.539Z","dependent_packages_count":0,"downloads":71,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":21.843549469265575,"dependent_repos_count":21.64168977689945,"dependent_packages_count":10.051680376746889,"stargazers_count":11.00931460345556,"forks_count":16.823898169030237,"docker_downloads_count":null,"average":16.274026479079545},"purl":"pkg:pypi/beobench","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/beobench","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/beobench","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/beobench/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-06-02T19:36:10.101Z","issues_count":73,"pull_requests_count":30,"avg_time_to_close_issue":2676778.3333333335,"avg_time_to_close_pull_request":896813.5333333333,"issues_closed_count":57,"pull_requests_closed_count":30,"pull_request_authors_count":2,"issue_authors_count":7,"avg_comments_per_issue":1.136986301369863,"avg_comments_per_pull_request":0.16666666666666666,"merged_pull_requests_count":29,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":7.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/issues","maintainers":[{"login":"rdnfn","count":92,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rdnfn"},{"login":"enjeeneer","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/enjeeneer"}],"active_maintainers":[{"login":"rdnfn","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rdnfn"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/beobench/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/beobench/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/beobench/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/beobench/related_packages","maintainers":[{"uuid":"rdnfn","login":"rdnfn","name":null,"email":null,"url":null,"packages_count":7,"html_url":"https://pypi.org/user/rdnfn/","role":null,"created_at":"2023-02-23T17:03:13.623Z","updated_at":"2023-02-23T17:03:13.623Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/rdnfn/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725013,"maintainers_count":308324,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1384413,"full_name":"rdnfn/beobench","default_branch":"main","committers":[{"name":"rdnfn","email":"75615911+rdnfn","login":"rdnfn","count":843}],"total_commits":843,"total_committers":1,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":843.0,"dds":0.0,"past_year_committers":[{"name":"rdnfn","email":"75615911+rdnfn","login":"rdnfn","count":34}],"past_year_total_commits":34,"past_year_total_committers":1,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":34.0,"past_year_dds":0.0,"last_synced_at":"2024-02-01T21:24:45.404Z","last_synced_commit":"f2b44c08b887564d409c41d7ca8957b9ae064d75","created_at":"2023-09-22T00:22:14.724Z","updated_at":"2024-02-01T21:24:45.404Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"rdnfn/beobench","html_url":"https://github.com/rdnfn/beobench","last_synced_at":"2025-07-04T05:50:27.625Z","status":null,"issues_count":73,"pull_requests_count":30,"avg_time_to_close_issue":2676778.3333333335,"avg_time_to_close_pull_request":896813.5333333333,"issues_closed_count":57,"pull_requests_closed_count":30,"pull_request_authors_count":2,"issue_authors_count":7,"avg_comments_per_issue":1.136986301369863,"avg_comments_per_pull_request":0.16666666666666666,"merged_pull_requests_count":29,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":7.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":2,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":2,"created_at":"2023-09-22T00:22:45.042Z","updated_at":"2025-09-02T22:57:44.670Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/rdnfn%2Fbeobench/issues","issue_labels_count":{"enhancement":34,"concerns: main API":17,"concerns: documentation":16,"bug":15,"concerns: integrations":12,"beobench_contrib":10,"concerns: agents":6,"priority: later":5,"concerns: infrastructure":5,"concerns: packaging":2,"wontfix":1,"concerns: visualisation":1},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":63,"NONE":9,"COLLABORATOR":1},"pull_request_author_associations_count":{"OWNER":32,"NONE":1},"issue_authors":{"rdnfn":63,"XkunW":3,"david-woelfle":2,"HYDesmondLiu":2,"kad99kev":1,"superkaiba":1,"enjeeneer":1},"pull_request_authors":{"rdnfn":32,"david-woelfle":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10087320,"issues_count":31306968,"pull_requests_count":96469683,"authors_count":10696025,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{"OWNER":4},"past_year_issue_authors":{},"past_year_pull_request_authors":{"rdnfn":4},"maintainers":[{"login":"rdnfn","count":95,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rdnfn"},{"login":"enjeeneer","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/enjeeneer"}],"active_maintainers":[{"login":"rdnfn","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rdnfn"}]},"events":{"total":{"WatchEvent":5,"PushEvent":2,"PullRequestEvent":4,"CreateEvent":2},"last_year":{"WatchEvent":5,"PushEvent":2,"PullRequestEvent":4,"CreateEvent":2}},"keywords":["building-control","building-energy-optimization","reinforcement-learning","reinforcement-learning-environments"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements/dev_requirements.txt","sha":null,"kind":"manifest","created_at":"2022-06-26T21:03:16.139Z","updated_at":"2022-06-26T21:03:16.139Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/requirements/dev_requirements.txt","dependencies":[{"id":66842934,"package_name":"pip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842935,"package_name":"bump2version","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842936,"package_name":"wheel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842937,"package_name":"watchdog","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842938,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842939,"package_name":"tox","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842940,"package_name":"coverage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842941,"package_name":"Sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842942,"package_name":"twine","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842943,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842944,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842945,"package_name":"pylint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842946,"package_name":"click","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842947,"package_name":"build","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842948,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842949,"package_name":"doc8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842950,"package_name":"rstcheck","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements/doc_requirements.txt","sha":null,"kind":"manifest","created_at":"2022-06-26T21:03:16.227Z","updated_at":"2022-06-26T21:03:16.227Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/requirements/doc_requirements.txt","dependencies":[{"id":66842967,"package_name":"sphinx-book-theme","ecosystem":"pypi","requirements":"==0.3.2","direct":true,"kind":"runtime","optional":false},{"id":66842968,"package_name":"sphinx-tabs","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":66842969,"package_name":"docutils","ecosystem":"pypi","requirements":"==0.16","direct":true,"kind":"runtime","optional":false},{"id":66842970,"package_name":"Jinja2","ecosystem":"pypi","requirements":"\u003c3.1","direct":true,"kind":"runtime","optional":false},{"id":66842971,"package_name":"sphinx-autodoc-typehints","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements/fixed_requirements_dev.txt","sha":null,"kind":"manifest","created_at":"2022-06-26T21:03:16.381Z","updated_at":"2022-06-26T21:03:16.381Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/requirements/fixed_requirements_dev.txt","dependencies":[{"id":66842972,"package_name":"alabaster","ecosystem":"pypi","requirements":"==0.7.12","direct":true,"kind":"runtime","optional":false},{"id":66842973,"package_name":"Babel","ecosystem":"pypi","requirements":"==2.9.1","direct":true,"kind":"runtime","optional":false},{"id":66842974,"package_name":"backports.entry-points-selectable","ecosystem":"pypi","requirements":"==1.1.0","direct":true,"kind":"runtime","optional":false},{"id":66842975,"package_name":"black","ecosystem":"pypi","requirements":"==21.9b0","direct":true,"kind":"runtime","optional":false},{"id":66842976,"package_name":"bleach","ecosystem":"pypi","requirements":"==4.1.0","direct":true,"kind":"runtime","optional":false},{"id":66842977,"package_name":"bump2version","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":66842978,"package_name":"certifi","ecosystem":"pypi","requirements":"==2021.10.8","direct":true,"kind":"runtime","optional":false},{"id":66842979,"package_name":"cfgv","ecosystem":"pypi","requirements":"==3.3.1","direct":true,"kind":"runtime","optional":false},{"id":66842980,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==2.0.7","direct":true,"kind":"runtime","optional":false},{"id":66842981,"package_name":"click","ecosystem":"pypi","requirements":"==8.0.3","direct":true,"kind":"runtime","optional":false},{"id":66842982,"package_name":"colorama","ecosystem":"pypi","requirements":"==0.4.4","direct":true,"kind":"runtime","optional":false},{"id":66842983,"package_name":"coverage","ecosystem":"pypi","requirements":"==6.0.2","direct":true,"kind":"runtime","optional":false},{"id":66842984,"package_name":"distlib","ecosystem":"pypi","requirements":"==0.3.3","direct":true,"kind":"runtime","optional":false},{"id":66842985,"package_name":"docutils","ecosystem":"pypi","requirements":"==0.17.1","direct":true,"kind":"runtime","optional":false},{"id":66842986,"package_name":"filelock","ecosystem":"pypi","requirements":"==3.3.1","direct":true,"kind":"runtime","optional":false},{"id":66842987,"package_name":"flake8","ecosystem":"pypi","requirements":"==4.0.1","direct":true,"kind":"runtime","optional":false},{"id":66842988,"package_name":"identify","ecosystem":"pypi","requirements":"==2.3.1","direct":true,"kind":"runtime","optional":false},{"id":66842989,"package_name":"idna","ecosystem":"pypi","requirements":"==3.3","direct":true,"kind":"runtime","optional":false},{"id":66842990,"package_name":"imagesize","ecosystem":"pypi","requirements":"==1.2.0","direct":true,"kind":"runtime","optional":false},{"id":66842991,"package_name":"importlib-metadata","ecosystem":"pypi","requirements":"==4.8.1","direct":true,"kind":"runtime","optional":false},{"id":66842992,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.0.2","direct":true,"kind":"runtime","optional":false},{"id":66842993,"package_name":"keyring","ecosystem":"pypi","requirements":"==23.2.1","direct":true,"kind":"runtime","optional":false},{"id":66842994,"package_name":"MarkupSafe","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":66842995,"package_name":"mccabe","ecosystem":"pypi","requirements":"==0.6.1","direct":true,"kind":"runtime","optional":false},{"id":66842996,"package_name":"mypy-extensions","ecosystem":"pypi","requirements":"==0.4.3","direct":true,"kind":"runtime","optional":false},{"id":66842997,"package_name":"nodeenv","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":66842998,"package_name":"packaging","ecosystem":"pypi","requirements":"==21.0","direct":true,"kind":"runtime","optional":false},{"id":66842999,"package_name":"pathspec","ecosystem":"pypi","requirements":"==0.9.0","direct":true,"kind":"runtime","optional":false},{"id":66843000,"package_name":"pkginfo","ecosystem":"pypi","requirements":"==1.7.1","direct":true,"kind":"runtime","optional":false},{"id":66843001,"package_name":"platformdirs","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":66843002,"package_name":"pluggy","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":66843003,"package_name":"pre-commit","ecosystem":"pypi","requirements":"==2.15.0","direct":true,"kind":"runtime","optional":false},{"id":66843004,"package_name":"py","ecosystem":"pypi","requirements":"==1.10.0","direct":true,"kind":"runtime","optional":false},{"id":66843005,"package_name":"pycodestyle","ecosystem":"pypi","requirements":"==2.8.0","direct":true,"kind":"runtime","optional":false},{"id":66843006,"package_name":"pyflakes","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":66843007,"package_name":"Pygments","ecosystem":"pypi","requirements":"==2.10.0","direct":true,"kind":"runtime","optional":false},{"id":66843008,"package_name":"pyparsing","ecosystem":"pypi","requirements":"==3.0.3","direct":true,"kind":"runtime","optional":false},{"id":66843009,"package_name":"pytz","ecosystem":"pypi","requirements":"==2021.3","direct":true,"kind":"runtime","optional":false},{"id":66843010,"package_name":"PyYAML","ecosystem":"pypi","requirements":"==6.0","direct":true,"kind":"runtime","optional":false},{"id":66843011,"package_name":"readme-renderer","ecosystem":"pypi","requirements":"==30.0","direct":true,"kind":"runtime","optional":false},{"id":66843012,"package_name":"regex","ecosystem":"pypi","requirements":"==2021.10.23","direct":true,"kind":"runtime","optional":false},{"id":66843013,"package_name":"requests","ecosystem":"pypi","requirements":"==2.26.0","direct":true,"kind":"runtime","optional":false},{"id":66843014,"package_name":"requests-toolbelt","ecosystem":"pypi","requirements":"==0.9.1","direct":true,"kind":"runtime","optional":false},{"id":66843015,"package_name":"rfc3986","ecosystem":"pypi","requirements":"==1.5.0","direct":true,"kind":"runtime","optional":false},{"id":66843016,"package_name":"six","ecosystem":"pypi","requirements":"==1.16.0","direct":true,"kind":"runtime","optional":false},{"id":66843017,"package_name":"snowballstemmer","ecosystem":"pypi","requirements":"==2.1.0","direct":true,"kind":"runtime","optional":false},{"id":66843018,"package_name":"Sphinx","ecosystem":"pypi","requirements":"==4.2.0","direct":true,"kind":"runtime","optional":false},{"id":66843019,"package_name":"sphinxcontrib-applehelp","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":66843020,"package_name":"sphinxcontrib-devhelp","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"runtime","optional":false},{"id":66843021,"package_name":"sphinxcontrib-htmlhelp","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":66843022,"package_name":"sphinxcontrib-jsmath","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":66843023,"package_name":"sphinxcontrib-qthelp","ecosystem":"pypi","requirements":"==1.0.3","direct":true,"kind":"runtime","optional":false},{"id":66843024,"package_name":"sphinxcontrib-serializinghtml","ecosystem":"pypi","requirements":"==1.1.5","direct":true,"kind":"runtime","optional":false},{"id":66843025,"package_name":"toml","ecosystem":"pypi","requirements":"==0.10.2","direct":true,"kind":"runtime","optional":false},{"id":66843026,"package_name":"tomli","ecosystem":"pypi","requirements":"==1.2.2","direct":true,"kind":"runtime","optional":false},{"id":66843027,"package_name":"tox","ecosystem":"pypi","requirements":"==3.24.4","direct":true,"kind":"runtime","optional":false},{"id":66843028,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.62.3","direct":true,"kind":"runtime","optional":false},{"id":66843029,"package_name":"twine","ecosystem":"pypi","requirements":"==3.4.2","direct":true,"kind":"runtime","optional":false},{"id":66843030,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==3.10.0.2","direct":true,"kind":"runtime","optional":false},{"id":66843031,"package_name":"urllib3","ecosystem":"pypi","requirements":"==1.26.7","direct":true,"kind":"runtime","optional":false},{"id":66843032,"package_name":"virtualenv","ecosystem":"pypi","requirements":"==20.9.0","direct":true,"kind":"runtime","optional":false},{"id":66843033,"package_name":"watchdog","ecosystem":"pypi","requirements":"==2.1.6","direct":true,"kind":"runtime","optional":false},{"id":66843034,"package_name":"webencodings","ecosystem":"pypi","requirements":"==0.5.1","direct":true,"kind":"runtime","optional":false},{"id":66843035,"package_name":"zipp","ecosystem":"pypi","requirements":"==3.6.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/black.yaml","sha":null,"kind":"manifest","created_at":"2023-01-22T09:45:48.872Z","updated_at":"2023-01-22T09:45:48.872Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/.github/workflows/black.yaml","dependencies":[{"id":7092362174,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7092362175,"package_name":"psf/black","ecosystem":"actions","requirements":"stable","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pylint.yaml","sha":null,"kind":"manifest","created_at":"2023-01-22T09:45:48.955Z","updated_at":"2023-01-22T09:45:48.955Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/.github/workflows/pylint.yaml","dependencies":[{"id":7092362245,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7092362246,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pypi.yaml","sha":null,"kind":"manifest","created_at":"2023-01-22T09:45:49.005Z","updated_at":"2023-01-22T09:45:49.005Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/.github/workflows/pypi.yaml","dependencies":[{"id":7092362299,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7092362300,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7092362301,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/tox.yaml","sha":null,"kind":"manifest","created_at":"2023-01-22T09:45:49.063Z","updated_at":"2023-01-22T09:45:49.063Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/.github/workflows/tox.yaml","dependencies":[{"id":7092362324,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7092362325,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":".devcontainer/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-01-22T09:45:49.099Z","updated_at":"2023-01-22T09:45:49.099Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/.devcontainer/Dockerfile","dependencies":[{"id":7092362383,"package_name":"mcr.microsoft.com/vscode/devcontainers/python","ecosystem":"docker","requirements":"0-${VARIANT}","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-11-26T18:36:27.648Z","updated_at":"2024-11-26T18:36:27.648Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements/environment.yml","sha":null,"kind":"manifest","created_at":"2024-11-26T18:36:27.715Z","updated_at":"2024-11-26T18:36:27.715Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/requirements/environment.yml","dependencies":[]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-11-26T18:36:27.880Z","updated_at":"2024-11-26T18:36:27.880Z","repository_link":"https://github.com/rdnfn/beobench/blob/main/setup.py","dependencies":[]}],"score":8.333510708982942,"created_at":"2025-09-04T15:51:10.356Z","updated_at":"2025-10-07T08:15:09.626Z","avatar_url":"https://github.com/rdnfn.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":71,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1145/3538637.3538866"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/36713","html_url":"https://science.ecosyste.ms/projects/36713","bibtex_url":"https://science.ecosyste.ms/projects/36713/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/36713/export.apalike"}