{"date":"2026-10-12","repo":{"name":"github.com/Netflix/metaflow","commit":"cb63fe94d6ae223ece6776edd567a59cb40eea0b"},"scorecard":{"version":"v5.6.0","commit":"61e84743356275f6ffca23b1b2f2cb945e19eb96"},"score":6.9,"checks":[{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#security-policy","short":"Determines if the project has published a security policy."}},{"name":"Maintained","score":10,"reason":"29 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#maintained","short":"Determines if the project is \"actively maintained\"."}},{"name":"Code-Review","score":6,"reason":"Found 15/23 approved changesets -- score normalized to 6","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#code-review","short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged."}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#dangerous-workflow","short":"Determines if the project's GitHub Action workflows avoid dangerous patterns."}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#binary-artifacts","short":"Determines if the project has generated executable (binary) artifacts in the source repository."}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:28","Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:29","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/full-stack-test.yml:1","Info: topLevel permissions set to 'read-all': .github/workflows/metaflow.s3_tests.minio.yml:15","Warn: no topLevel permission defined: .github/workflows/publish.yml:1","Warn: no topLevel permission defined: .github/workflows/test-card-build.yml:1","Info: topLevel permissions set to 'read-all': .github/workflows/test-stubs.yml:11","Info: topLevel permissions set to 'read-all': .github/workflows/test.yml:11","Warn: no topLevel permission defined: .github/workflows/ux-tests.yml:1","Info: no jobLevel write permissions found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#token-permissions","short":"Determines if the project's workflows follow the principle of least privilege."}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#cii-best-practices","short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge."}},{"name":"Pinned-Dependencies","score":2,"reason":"dependency not pinned by hash detected -- score normalized to 2","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:43: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/codeql.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:47: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/codeql.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/codeql.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:74: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/codeql.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/full-stack-test.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/full-stack-test.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-card-build.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/test-card-build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-card-build.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/test-card-build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/test-stubs.yml:68: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/test-stubs.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:45: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:72: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:83: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:104: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:107: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:123: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:179: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:198: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:218: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:229: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:240: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:244: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:293: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:345: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:357: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:387: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:400: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:403: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:411: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:417: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:450: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ux-tests.yml:457: update your workflow using https://app.stepsecurity.io/secureworkflow/Netflix/metaflow/ux-tests.yml/master?enable=pin","Warn: downloadThenRun not pinned by hash: devtools/ci/dump-sfn-diagnostics.sh:11","Warn: pipCommand not pinned by hash: test/extensions/install_packages.sh:1","Warn: pipCommand not pinned by hash: test/extensions/install_packages.sh:2","Warn: pipCommand not pinned by hash: test/extensions/install_packages.sh:3","Warn: pipCommand not pinned by hash: .github/workflows/full-stack-test.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/full-stack-test.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/metaflow.s3_tests.minio.yml:51","Warn: pipCommand not pinned by hash: .github/workflows/metaflow.s3_tests.minio.yml:52","Warn: pipCommand not pinned by hash: .github/workflows/publish.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/publish.yml:27","Warn: pipCommand not pinned by hash: .github/workflows/publish.yml:30","Warn: pipCommand not pinned by hash: .github/workflows/test-stubs.yml:44","Warn: pipCommand not pinned by hash: .github/workflows/test-stubs.yml:46","Warn: pipCommand not pinned by hash: .github/workflows/test-stubs.yml:48","Warn: pipCommand not pinned by hash: .github/workflows/test-stubs.yml:53","Warn: pipCommand not pinned by hash: .github/workflows/test.yml:53","Warn: pipCommand not pinned by hash: .github/workflows/test.yml:54","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:113","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:206","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:207","Warn: downloadThenRun not pinned by hash: .github/workflows/ux-tests.yml:253","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:409","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:53","Warn: pipCommand not pinned by hash: .github/workflows/ux-tests.yml:54","Info:  10 out of  41 GitHub-owned GitHubAction dependencies pinned","Info:   9 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   2 downloadThenRun dependencies pinned","Info:   0 out of  22 pipCommand dependencies pinned","Info:   1 out of   1 npmCommand dependencies pinned"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#pinned-dependencies","short":"Determines if the project has declared and pinned the dependencies of its build process."}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#license","short":"Determines if the project has defined a license."}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#fuzzing","short":"Determines if the project uses fuzzing."}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#signed-releases","short":"Determines if the project cryptographically signs release artifacts."}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md","details":null,"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#branch-protection","short":"Determines if the default and release branches are protected with GitHub's branch protection settings."}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/publish.yml:10"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#packaging","short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall."}},{"name":"SAST","score":10,"reason":"SAST tool is run on all commits","details":["Info: SAST configuration detected: CodeQL","Info: all commits (30) are checked with a SAST tool"],"documentation":{"url":"https://github.com/ossf/scorecard/blob/61e84743356275f6ffca23b1b2f2cb945e19eb96/docs/checks.md#sast","short":"Determines if the project uses static code analysis."}}]}