{"id":198439,"name":null,"description":"Prototype data analysis pipeline for the Cherenkov Telescope Array Observatory","url":"https://github.com/cta-observatory/protopipe","last_synced_at":"2025-09-10T05:12:21.712Z","repository":{"id":40506957,"uuid":"190176701","full_name":"cta-observatory/protopipe","owner":"cta-observatory","description":"Prototype data analysis pipeline for the Cherenkov Telescope Array Observatory","archived":false,"fork":false,"pushed_at":"2022-05-13T11:28:37.000Z","size":33052,"stargazers_count":5,"open_issues_count":34,"forks_count":13,"subscribers_count":11,"default_branch":"master","last_synced_at":"2025-08-21T12:27:50.549Z","etag":null,"topics":["cta","grid","pipeline","simulations"],"latest_commit_sha":null,"homepage":"https://protopipe.readthedocs.io/en/latest/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cta-observatory.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null}},"created_at":"2019-06-04T10:05:56.000Z","updated_at":"2022-12-08T16:20:58.000Z","dependencies_parsed_at":"2022-08-09T22:22:16.281Z","dependency_job_id":null,"html_url":"https://github.com/cta-observatory/protopipe","commit_stats":null,"previous_names":[],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/cta-observatory/protopipe","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/sbom","scorecard":{"id":311590,"data":{"date":"2025-08-11","repo":{"name":"github.com/cta-observatory/protopipe","commit":"51ed745364d1e982a266b8304dfff74299de4a11"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.4,"checks":[{"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":"Code-Review","score":6,"reason":"Found 6/9 approved changesets -- score normalized to 6","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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/deploy.yml:1","Warn: no topLevel permission defined: .github/workflows/release-drafter.yml: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":"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":"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/ci.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:53: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:76: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/deploy.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/deploy.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/deploy.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release-drafter.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/release-drafter.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/install.sh:19","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:35","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:65","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:66","Warn: pipCommand not pinned by hash: .github/workflows/deploy.yml:29","Info:   0 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction 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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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":"License","score":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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":"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":"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"}}]},"last_synced_at":"2025-08-17T23:15:49.822Z","repository_id":40506957,"created_at":"2025-08-17T23:15:49.822Z","updated_at":"2025-08-17T23:15:49.822Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274416233,"owners_count":25280918,"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":"2025-09-10T02:00:12.551Z","response_time":83,"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":"cta-observatory","name":"Cherenkov Telescope Array Consortium","uuid":"13019529","kind":"organization","description":"open-source software for the CTA Consortium. ","email":null,"website":"www.cta-observatory.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/13019529?v=4","repositories_count":54,"last_synced_at":"2023-08-13T11:48:19.155Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/cta-observatory","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-07T04:15:58.146Z","updated_at":"2023-08-13T11:48:21.257Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory/repositories"},"packages":[{"id":2861536,"name":"protopipe","ecosystem":"pypi","description":"Prototype pipeline for the Cherenkov Telescope Array (CTA)","homepage":"https://github.com/cta-observatory/protopipe","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/cta-observatory/protopipe","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2021-03-05T20:37:49.000Z","latest_release_published_at":"2022-04-14T15:35:39.000Z","latest_release_number":"0.0.0","last_synced_at":"2025-08-21T11:21:17.226Z","created_at":"2022-04-10T12:07:48.137Z","updated_at":"2025-08-21T12:12:19.727Z","registry_url":"https://pypi.org/project/protopipe/","install_command":"pip install protopipe --index-url https://pypi.org/simple","documentation_url":"https://protopipe.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":[],"normalized_name":"protopipe","project_status":null},"repo_metadata":{"id":40506957,"uuid":"190176701","full_name":"cta-observatory/protopipe","owner":"cta-observatory","description":"Prototype data analysis pipeline for the Cherenkov Telescope Array Observatory","archived":false,"fork":false,"pushed_at":"2022-05-13T11:28:37.000Z","size":33052,"stargazers_count":5,"open_issues_count":34,"forks_count":13,"subscribers_count":11,"default_branch":"master","last_synced_at":"2025-07-06T03:40:06.761Z","etag":null,"topics":["cta","grid","pipeline","simulations"],"latest_commit_sha":null,"homepage":"https://protopipe.readthedocs.io/en/latest/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cta-observatory.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null}},"created_at":"2019-06-04T10:05:56.000Z","updated_at":"2022-12-08T16:20:58.000Z","dependencies_parsed_at":"2022-08-09T22:22:16.281Z","dependency_job_id":null,"html_url":"https://github.com/cta-observatory/protopipe","commit_stats":null,"previous_names":[],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/cta-observatory/protopipe","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/sbom","scorecard":{"id":311590,"data":{"date":"2025-08-11","repo":{"name":"github.com/cta-observatory/protopipe","commit":"51ed745364d1e982a266b8304dfff74299de4a11"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.4,"checks":[{"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":"Code-Review","score":6,"reason":"Found 6/9 approved changesets -- score normalized to 6","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":"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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/deploy.yml:1","Warn: no topLevel permission defined: .github/workflows/release-drafter.yml: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":"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":"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/ci.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:53: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:76: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/deploy.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/deploy.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/deploy.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/deploy.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release-drafter.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/cta-observatory/protopipe/release-drafter.yml/master?enable=pin","Warn: pipCommand not pinned by hash: .github/install.sh:19","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:34","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:35","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:65","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:66","Warn: pipCommand not pinned by hash: .github/workflows/deploy.yml:29","Info:   0 out of   6 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction 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":"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":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"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":"License","score":9,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Warn: project license file does not contain an FSF or OSI license."],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"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":"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":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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":"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":"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"}}]},"last_synced_at":"2025-08-17T23:15:49.822Z","repository_id":40506957,"created_at":"2025-08-17T23:15:49.822Z","updated_at":"2025-08-17T23:15:49.822Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271477995,"owners_count":24766424,"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":"2025-08-21T02:00:08.990Z","response_time":74,"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_record":{"login":"cta-observatory","name":"Cherenkov Telescope Array Consortium","uuid":"13019529","kind":"organization","description":"open-source software for the CTA Consortium. ","email":null,"website":"www.cta-observatory.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/13019529?v=4","repositories_count":54,"last_synced_at":"2023-08-13T11:48:19.155Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/cta-observatory","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-07T04:15:58.146Z","updated_at":"2023-08-13T11:48:21.257Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cta-observatory/repositories"},"tags":[{"name":"v0.5.0","sha":"926d68d29be9efe3aee083312dd3e1dc6fa03dc5","kind":"commit","published_at":"2022-04-14T13:52:49.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.5.0","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.5.0/manifests"},{"name":"v0.4.0.post1","sha":"a8c612d90554506e4ddfeec5eafb0ff43f14fe29","kind":"commit","published_at":"2021-03-05T20:11:26.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.4.0.post1","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.4.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.4.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.4.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.4.0.post1/manifests"},{"name":"v0.4.0","sha":"5495547931a7c5835acb532ae17c8b2a4092d969","kind":"commit","published_at":"2021-02-22T09:33:02.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.4.0","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.4.0/manifests"},{"name":"v0.3.0","sha":"f6206505ebb8107f82441272ff354ef2572f732c","kind":"commit","published_at":"2020-11-09T17:09:21.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.3.0","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.3.0/manifests"},{"name":"v0.2.1","sha":"530e45b87d7686cc8d94981c0784d7bd371aa819","kind":"commit","published_at":"2019-10-28T14:48:27.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.2.1","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.2.1/manifests"},{"name":"v0.2","sha":"abc16ff120550a43a31610cae45ba83e8401f9ad","kind":"commit","published_at":"2019-10-24T10:06:31.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.2","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.2/manifests"},{"name":"v0.1.1","sha":"931b0ee05ada5844de9c324bfb62e64ed6763955","kind":"commit","published_at":"2019-10-01T11:35:31.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.1.1","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.1.1/manifests"},{"name":"v0.1","sha":"5efbc074a6ea5eb7125c4c63acb1bfa36be6fb85","kind":"tag","published_at":"2019-09-11T14:18:26.000Z","download_url":"https://codeload.github.com/cta-observatory/protopipe/tar.gz/v0.1","html_url":"https://github.com/cta-observatory/protopipe/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/cta-observatory/protopipe@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-21T12:12:19.727Z","dependent_packages_count":0,"downloads":6,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":79.72079468538482,"dependent_repos_count":22.092982263725244,"dependent_packages_count":7.312883868137378,"stargazers_count":21.59147661062094,"forks_count":9.890226108755472,"docker_downloads_count":null,"average":28.12167270732477},"purl":"pkg:pypi/protopipe","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/protopipe","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/protopipe","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/protopipe/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-07-06T03:34:52.073Z","issues_count":51,"pull_requests_count":54,"avg_time_to_close_issue":23088966.0,"avg_time_to_close_pull_request":3727112.862745098,"issues_closed_count":25,"pull_requests_closed_count":51,"pull_request_authors_count":3,"issue_authors_count":4,"avg_comments_per_issue":0.7843137254901961,"avg_comments_per_pull_request":1.4814814814814814,"merged_pull_requests_count":48,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/issues","maintainers":[{"login":"HealthyPear","count":92,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/HealthyPear"},{"login":"gaia-verna","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gaia-verna"},{"login":"vuillaut","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vuillaut"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/protopipe/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/protopipe/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/protopipe/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/protopipe/related_packages","maintainers":[{"uuid":"kosack","login":"kosack","name":null,"email":null,"url":null,"packages_count":11,"html_url":"https://pypi.org/user/kosack/","role":null,"created_at":"2023-02-25T02:09:23.320Z","updated_at":"2023-02-25T02:09:23.320Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/kosack/packages"},{"uuid":"mperesano","login":"mperesano","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/mperesano/","role":null,"created_at":"2023-02-25T02:09:23.334Z","updated_at":"2023-02-25T02:09:23.334Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mperesano/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726806,"maintainers_count":308907,"namespaces_count":0,"keywords_count":238369,"github":"pypi","metadata":{"funded_packages_count":50594},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-09T06:31:19.922Z","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":633393,"full_name":"cta-observatory/protopipe","default_branch":"master","committers":[{"name":"Michele Peresano","email":"michele.peresano@cea.fr","login":null,"count":828},{"name":"Julien Lefaucheur","email":"julien.lefaucheur@obspm.fr","login":null,"count":33},{"name":"Gaia Verna","email":"verna@cppm.in2p3.fr","login":null,"count":29},{"name":"Karl Kosack","email":"karl.kosack@cea.fr","login":null,"count":17},{"name":"Thierry Stolarczyk","email":"thierry.stolarczyk@cea.fr","login":null,"count":6},{"name":"Thomas Vuillaume","email":"thomas.vuillaume@gmail.com","login":null,"count":2},{"name":"Alice Donini","email":"alice.donini@ts.infn.it","login":null,"count":1},{"name":"David Landriu","email":"landriu@sapcta.extra.cea.fr","login":null,"count":1}],"total_commits":917,"total_committers":8,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":114.625,"dds":0.09705561613958558,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2024-01-27T11:42:38.840Z","last_synced_commit":"51ed745364d1e982a266b8304dfff74299de4a11","created_at":"2023-03-09T08:28:49.245Z","updated_at":"2024-01-27T11:42:38.841Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-10T00:25:43.995Z","repositories_count":5545114,"commits_count":878229909,"contributors_count":32458717,"owners_count":919815,"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":"cta-observatory/protopipe","html_url":"https://github.com/cta-observatory/protopipe","last_synced_at":"2025-08-21T12:14:08.766Z","status":"error","issues_count":51,"pull_requests_count":54,"avg_time_to_close_issue":23088966.0,"avg_time_to_close_pull_request":3727112.862745098,"issues_closed_count":25,"pull_requests_closed_count":51,"pull_request_authors_count":3,"issue_authors_count":4,"avg_comments_per_issue":0.7843137254901961,"avg_comments_per_pull_request":1.4814814814814814,"merged_pull_requests_count":48,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-14T20:39:08.146Z","updated_at":"2025-08-21T12:14:08.766Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/cta-observatory%2Fprotopipe/issues","issue_labels_count":{"enhancement":29,"input / output":11,"summary":10,"benchmarks":8,"maintenance":8,"wrong behaviour":6,"documentation":5,"help wanted":5,"good first issue":5,"DL2-to-DL3":3,"bug":3,"pipeline applications":2,"machine learning":2,"grid":2,"refactoring":2,"testing":1,"parallelization":1,"packaging":1,"containerization":1,"DL1a":1,"diffuse":1,"dependency":1,"shower geometry reconstruction":1,"energy estimation":1,"dev users":1,"bad design":1},"pull_request_labels_count":{"enhancement":21,"fix":17,"maintenance":14,"documentation":9,"benchmarks":7,"input / output":6,"DL1a":4,"bug":3,"wrong behaviour":3,"shower geometry reconstruction":3,"dependency":2,"grid":2,"pipeline applications":2,"machine learning":2,"divergent pointing":1,"testing":1,"dev users":1,"energy estimation":1,"containerization":1,"help wanted":1},"issue_author_associations_count":{"MEMBER":45,"CONTRIBUTOR":4,"NONE":1,"COLLABORATOR":1},"pull_request_author_associations_count":{"MEMBER":48,"CONTRIBUTOR":6},"issue_authors":{"HealthyPear":45,"kosack":4,"capaths":1,"gaia-verna":1},"pull_request_authors":{"HealthyPear":47,"kosack":6,"vuillaut":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-28T00:00:20.451Z","repositories_count":8341616,"issues_count":15640449,"pull_requests_count":37241097,"authors_count":5664792,"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":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"HealthyPear","count":92,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/HealthyPear"},{"login":"gaia-verna","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gaia-verna"},{"login":"vuillaut","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vuillaut"}],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":["cta","grid","pipeline","simulations"],"dependencies":[{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-08-09T22:22:16.133Z","updated_at":"2022-08-09T22:22:16.133Z","repository_link":"https://github.com/cta-observatory/protopipe/blob/master/setup.py","dependencies":[{"id":963434461,"package_name":"ctapipe","ecosystem":"pypi","requirements":",","direct":true,"kind":"runtime","optional":false},{"id":963434473,"package_name":"pyirf","ecosystem":"pypi","requirements":",","direct":true,"kind":"runtime","optional":false},{"id":963434477,"package_name":"pandas","ecosystem":"pypi","requirements":",","direct":true,"kind":"runtime","optional":false},{"id":963434480,"package_name":"scikit_learn","ecosystem":"pypi","requirements":",","direct":true,"kind":"runtime","optional":false},{"id":963434484,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"\u003e=3.1.10","direct":true,"kind":"runtime","optional":false},{"id":963434488,"package_name":"jupyter-book","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":963434492,"package_name":"papermill","ecosystem":"pypi","requirements":"==2.3.4","direct":true,"kind":"runtime","optional":false}]}],"score":7.940227765145702,"created_at":"2025-09-09T03:30:59.083Z","updated_at":"2025-10-07T08:43:15.524Z","avatar_url":"https://github.com/cta-observatory.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":6,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.4586754","https://doi.org/10.5281/zenodo.6461645","https://doi.org/10.5281/zenodo.4586755","https://doi.org/10.5281/zenodo.4303996"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["astronomy","astropy"],"project_url":"https://science.ecosyste.ms/api/v1/projects/198439","html_url":"https://science.ecosyste.ms/projects/198439"}