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.github/workflows/codeql-analysis.yml:24","Warn: no topLevel permission defined: .github/workflows/anovos-demo.yml:1","Warn: no topLevel permission defined: .github/workflows/anovos-notebook.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql-analysis.yml:1","Warn: no topLevel permission defined: .github/workflows/demo.yml:1","Warn: no topLevel permission defined: .github/workflows/feast.yml:1","Warn: no topLevel permission defined: .github/workflows/full-demo.yml:1","Warn: no topLevel permission defined: .github/workflows/lint.yml:1","Warn: no topLevel permission defined: .github/workflows/local.yml:1","Warn: no topLevel permission defined: .github/workflows/mlflow.yml:1","Warn: no topLevel permission defined: .github/workflows/pull_request.yml:1","Warn: no topLevel permission defined: .github/workflows/push_to_main.yml:1","Warn: no topLevel permission defined: .github/workflows/release.yml:1","Warn: no topLevel permission defined: .github/workflows/unit.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":"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 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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":"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":"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/anovos-demo.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-demo.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-demo.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-demo.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-demo.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-demo.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-demo.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:38: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:65: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:73: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:94: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:98: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:107: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:112: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/anovos-notebook.yml:118: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/anovos-notebook.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:36: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:49: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/demo.yml:47: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/demo.yml:51: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/demo.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/demo.yml:56: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/demo.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/demo.yml:76: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/feast.yml:38: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/feast.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/feast.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/feast.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/feast.yml:47: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/feast.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/feast.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/feast.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/feast.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/feast.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/full-demo.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/full-demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/full-demo.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/full-demo.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/full-demo.yml:57: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/full-demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/full-demo.yml:63: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/full-demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/full-demo.yml:70: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/full-demo.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/lint.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/lint.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/lint.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/lint.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/lint.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/lint.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/local.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/local.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/local.yml:53: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/local.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/local.yml:67: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/local.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/local.yml:75: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/local.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mlflow.yml:36: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/mlflow.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mlflow.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/mlflow.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/mlflow.yml:45: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/mlflow.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mlflow.yml:56: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/mlflow.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mlflow.yml:59: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/mlflow.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:49: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:67: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/unit.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/unit.yml:46: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/unit.yml:51: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/unit.yml:57: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/unit.yml:60: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/unit.yml:80: update your workflow using https://app.stepsecurity.io/secureworkflow/anovos/anovos/unit.yml/main?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:4","Warn: containerImage not pinned by hash: demo/Dockerfile:1: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: examples/Dockerfile:4","Warn: containerImage not pinned by hash: local/Dockerfile:4","Warn: containerImage not pinned by hash: tutorial/Dockerfile:4","Warn: pipCommand not pinned by hash: Dockerfile:11","Warn: pipCommand not pinned by hash: Dockerfile:11","Warn: pipCommand not pinned by hash: demo/Dockerfile:18-21","Warn: pipCommand not pinned by hash: demo/Dockerfile:24","Warn: pipCommand not pinned by hash: examples/Dockerfile:11","Warn: pipCommand not pinned by hash: examples/Dockerfile:15","Warn: pipCommand not pinned by hash: local/Dockerfile:12","Warn: pipCommand not pinned by hash: tutorial/Dockerfile:11","Warn: pipCommand not pinned by hash: tutorial/Dockerfile:15","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:2","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:3","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:4","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:5","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:6","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:7","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:8","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above.sh:9","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above_latest_release_version.sh:1","Warn: pipCommand not pinned by hash: bin/aws_bootstrap_files/setup_on_aws_emr_5_30_and_above_latest_release_version.sh:2","Warn: pipCommand not pinned by hash: .github/workflows/demo.yml:86","Warn: pipCommand not pinned by hash: .github/workflows/demo.yml:87","Warn: pipCommand not pinned by hash: .github/workflows/feast.yml:75","Warn: pipCommand not pinned by hash: .github/workflows/feast.yml:76","Warn: pipCommand not pinned by hash: .github/workflows/feast.yml:77","Warn: pipCommand not pinned by hash: .github/workflows/feast.yml:81","Warn: pipCommand not pinned by hash: .github/workflows/full-demo.yml:80","Warn: pipCommand not pinned by hash: .github/workflows/full-demo.yml:81","Warn: pipCommand not pinned by hash: .github/workflows/lint.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/mlflow.yml:73","Warn: pipCommand not pinned by hash: .github/workflows/mlflow.yml:74","Warn: pipCommand not pinned by hash: .github/workflows/mlflow.yml:75","Warn: pipCommand not pinned by hash: .github/workflows/release.yml:26","Warn: pipCommand not pinned by hash: .github/workflows/unit.yml:70","Warn: pipCommand not pinned by hash: .github/workflows/unit.yml:71","Warn: pipCommand not pinned by hash: .github/workflows/unit.yml:72","Warn: pipCommand not pinned by hash: .github/workflows/unit.yml:94","Info:   0 out of  34 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  21 third-party GitHubAction dependencies pinned","Info:   0 out of   5 containerImage dependencies pinned","Info:   0 out of  36 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":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","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":"477 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2024-48 / GHSA-fj7x-q9j7-g6q6","Warn: Project is vulnerable to: PYSEC-2024-241 / GHSA-3v79-q7ph-j75h","Warn: Project is vulnerable to: GHSA-43c4-9qgj-x742","Warn: Project is vulnerable to: GHSA-49m6-vrr9-2cqm","Warn: Project is vulnerable to: GHSA-4qq5-mxxx-m6gg","Warn: Project is vulnerable to: PYSEC-2025-17 / GHSA-4rj2-9gcx-5qhx","Warn: Project is vulnerable to: GHSA-4rqf-8pfm-p36r","Warn: Project is vulnerable to: PYSEC-2023-253 / GHSA-554w-xh4j-8w64","Warn: Project is vulnerable to: GHSA-59v3-898r-qwhj","Warn: Project is vulnerable to: GHSA-5mvj-wmgj-7q8c","Warn: Project is vulnerable to: GHSA-5p3h-7fwh-92rc","Warn: Project is vulnerable to: PYSEC-2024-239 / GHSA-5q6c-ffvg-xcm9","Warn: Project is vulnerable to: PYSEC-2023-252 / GHSA-5r3q-93q3-f978","Warn: Project is vulnerable to: PYSEC-2024-240 / GHSA-6749-m5cp-6cg7","Warn: Project is vulnerable to: GHSA-76cg-cfhx-373f","Warn: Project is vulnerable to: GHSA-7p8j-qv6x-f4g4","Warn: Project is vulnerable to: GHSA-83fm-w79m-64r5","Warn: Project is vulnerable to: GHSA-8f8q-q2j7-7j2m","Warn: Project is vulnerable to: GHSA-cv6c-7963-wxcg","Warn: Project is vulnerable to: PYSEC-2023-281 / GHSA-cxfr-5q3r-2rc2","Warn: Project is vulnerable to: GHSA-f42m-mvfv-cgw5","Warn: Project is vulnerable to: GHSA-f798-qm4r-23r5","Warn: Project is vulnerable to: GHSA-f82r-jj5r-6g97","Warn: Project is vulnerable to: PYSEC-2023-280 / GHSA-ffw3-6378-cqgp","Warn: Project is vulnerable to: PYSEC-2023-308 / GHSA-fmxj-6h9g-6vw3","Warn: Project is vulnerable to: GHSA-ghv6-9r9j-wh4j","Warn: Project is vulnerable to: GHSA-hh8p-p8mp-gqhm","Warn: Project is vulnerable to: PYSEC-2024-243 / GHSA-hq88-wg7q-gp4g","Warn: Project is vulnerable to: GHSA-hvc6-42vf-jhf8","Warn: Project is vulnerable to: PYSEC-2024-242 / GHSA-j46q-5pxx-8vmw","Warn: Project is vulnerable to: GHSA-j62r-wxqq-f3gf","Warn: Project is vulnerable to: GHSA-m49c-5c52-6696","Warn: Project is vulnerable to: GHSA-p4jx-q62p-x5jr","Warn: Project is vulnerable to: GHSA-pqcv-qw2r-r859","Warn: Project is vulnerable to: GHSA-q3gw-8236-5jw4","Warn: Project is vulnerable to: GHSA-qg8p-32gr-gh6x","Warn: Project is vulnerable to: PYSEC-2024-224 / GHSA-qpgc-w4mg-6v92","Warn: Project is vulnerable to: PYSEC-2023-309 / GHSA-v945-r3rc-6fjm","Warn: Project is vulnerable to: PYSEC-2023-260 / GHSA-vwhf-3v6x-wff8","Warn: Project is vulnerable to: PYSEC-2023-70 / GHSA-wc6j-5g83-xfm6","Warn: Project is vulnerable to: GHSA-wf7f-8fxf-xfxc","Warn: Project is vulnerable to: PYSEC-2023-69 / GHSA-wjq3-7jxx-whj9","Warn: Project is vulnerable to: PYSEC-2023-28 / GHSA-wp72-7hj9-5265","Warn: Project is vulnerable to: GHSA-wqxf-447m-6f5f","Warn: Project is vulnerable to: GHSA-wv8q-4f85-2p8p","Warn: Project is vulnerable to: PYSEC-2025-52 / GHSA-wxj7-3fx5-pp9m","Warn: Project is vulnerable to: GHSA-x38x-g6gr-jqff","Warn: Project is vulnerable to: PYSEC-2023-68 / GHSA-x422-6qhv-p29g","Warn: Project is vulnerable to: GHSA-xg73-94fp-g449","Warn: Project is vulnerable to: PYSEC-2024-244","Warn: Project is vulnerable to: PYSEC-2018-34 / GHSA-2fc2-6r4j-p65h","Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2018-33 / GHSA-cw6w-4rcx-xphc","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2017-1 / GHSA-frgw-fgh6-9g52","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: GHSA-23hm-7w47-xw72","Warn: Project is vulnerable to: GHSA-2475-53vw-vp25","Warn: Project is vulnerable to: GHSA-247x-2f9f-5wp7","Warn: Project is vulnerable to: GHSA-24x4-6qmh-88qg","Warn: Project is vulnerable to: PYSEC-2021-227 / GHSA-24x6-8c7m-hv3f","Warn: Project is vulnerable to: PYSEC-2021-223 / GHSA-26j7-6w8w-7922","Warn: Project is vulnerable to: GHSA-278g-rq84-9hmg","Warn: Project is vulnerable to: GHSA-27j5-4p9v-pp67","Warn: Project is vulnerable to: GHSA-27qf-jwm8-g7f3","Warn: Project is vulnerable to: GHSA-27rc-728f-x5w2","Warn: Project is vulnerable to: PYSEC-2021-160 / GHSA-2cpx-427x-q2c6","Warn: Project is vulnerable to: PYSEC-2021-173 / GHSA-2gfx-95x2-5v3x","Warn: Project is vulnerable to: PYSEC-2021-391 / GHSA-2p25-55c9-h58q","Warn: Project is vulnerable to: GHSA-2p9q-h29j-3f5v","Warn: Project is vulnerable to: GHSA-2r2f-g8mw-9gvr","Warn: Project is vulnerable to: GHSA-2r8p-fg3c-wcj4","Warn: Project is vulnerable to: GHSA-2vv3-56qg-g2cf","Warn: Project is vulnerable to: GHSA-2wmv-37vq-52g5","Warn: Project is vulnerable to: PYSEC-2021-249 / GHSA-2xgj-xhgf-ggjv","Warn: Project is vulnerable to: GHSA-34f9-hjfq-rr8j","Warn: Project is vulnerable to: GHSA-368v-7v32-52fx","Warn: Project is vulnerable to: PYSEC-2021-199 / GHSA-36vm-xw34-x4pj","Warn: Project is vulnerable to: PYSEC-2021-418 / GHSA-374m-jm66-3vj8","Warn: Project is vulnerable to: GHSA-37jf-mjv6-xfqw","Warn: Project is vulnerable to: PYSEC-2021-170 / GHSA-393f-2jr3-cp69","Warn: Project is vulnerable to: GHSA-397c-5g2j-qxpv","Warn: Project is vulnerable to: PYSEC-2021-408 / GHSA-3ff2-r28g-w7h9","Warn: Project is vulnerable to: PYSEC-2021-206 / GHSA-3h8m-483j-7xxm","Warn: Project is vulnerable to: GHSA-3hxh-8cp2-g4hg","Warn: Project is vulnerable to: GHSA-3mw4-6rj6-74g5","Warn: Project is vulnerable to: PYSEC-2021-231 / GHSA-3qgw-p4fm-x7gf","Warn: Project is vulnerable to: PYSEC-2021-168 / GHSA-3qxp-qjq7-w4hf","Warn: Project is vulnerable to: PYSEC-2021-420 / GHSA-3rcw-9p9x-582v","Warn: Project is vulnerable to: PYSEC-2021-226 / GHSA-3w67-q784-6w7c","Warn: Project is vulnerable to: GHSA-428x-9xc2-m8mj","Warn: Project is vulnerable to: GHSA-43jf-985q-588j","Warn: Project is vulnerable to: GHSA-43q8-3fv7-pr5x","Warn: Project is vulnerable to: GHSA-44qp-9wwf-734r","Warn: Project is vulnerable to: PYSEC-2021-150 / GHSA-452g-f7fp-9jf7","Warn: Project is vulnerable to: GHSA-49rq-hwc3-x77w","Warn: Project is vulnerable to: PYSEC-2021-398 / GHSA-49rx-x2rw-pc6f","Warn: Project is vulnerable to: GHSA-4c4g-crqm-xrxw","Warn: Project is vulnerable to: PYSEC-2021-411 / GHSA-4f99-p9c2-3j8x","Warn: Project is vulnerable to: PYSEC-2021-184 / GHSA-4fg4-p75j-w5xj","Warn: Project is vulnerable to: PYSEC-2020-113 / GHSA-4g9f-63rx-5cw4","Warn: Project is vulnerable to: PYSEC-2021-179 / GHSA-4hrh-9vmp-2jgg","Warn: Project is vulnerable to: GHSA-4hvf-hxvg-f67v","Warn: Project is vulnerable to: PYSEC-2021-253 / GHSA-4hvv-7x94-7vq8","Warn: Project is vulnerable to: GHSA-4j82-5ccr-4r8v","Warn: Project is vulnerable to: PYSEC-2021-205 / GHSA-4p4p-www8-8fv9","Warn: Project is vulnerable to: GHSA-4pc4-m9mj-v2r9","Warn: Project is vulnerable to: GHSA-4v5p-v5h9-6xjx","Warn: Project is vulnerable to: PYSEC-2021-163 / GHSA-4vf2-4xcg-65cx","Warn: Project is vulnerable to: PYSEC-2021-233 / GHSA-4vrf-ff7v-hpgr","Warn: Project is vulnerable to: GHSA-4w68-4x85-mjj9","Warn: Project is vulnerable to: GHSA-4xfp-4pfp-89wg","Warn: Project is vulnerable to: PYSEC-2021-207 / GHSA-545v-42p7-98fq","Warn: Project is vulnerable to: GHSA-54ch-gjq5-4976","Warn: Project is vulnerable to: GHSA-54pp-c6pp-7fpx","Warn: Project is vulnerable to: GHSA-558h-mq8x-7q9g","Warn: Project is vulnerable to: PYSEC-2021-400 / GHSA-57wx-m983-2f88","Warn: Project is vulnerable to: GHSA-5889-7v45-q28m","Warn: Project is vulnerable to: PYSEC-2021-196 / GHSA-59q2-x2qc-4c97","Warn: Project is vulnerable to: PYSEC-2021-409 / GHSA-5crj-c72x-m7gq","Warn: Project is vulnerable to: GHSA-5f2r-qp73-37mr","Warn: Project is vulnerable to: PYSEC-2021-209 / GHSA-5gqf-456p-4836","Warn: Project is vulnerable to: GHSA-5hj3-vjjf-f5m7","Warn: Project is vulnerable to: PYSEC-2021-392 / GHSA-5hx2-qx8j-qjqm","Warn: Project is vulnerable to: GHSA-5qw5-89mw-wcg2","Warn: Project is vulnerable to: GHSA-5v77-j66x-4c4g","Warn: Project is vulnerable to: GHSA-5w96-866f-6rm8","Warn: Project is vulnerable to: GHSA-5wpj-c6f7-24x8","Warn: Project is vulnerable to: GHSA-5xwc-mrhx-5g3m","Warn: Project is vulnerable to: GHSA-627q-g293-49q7","Warn: Project is vulnerable to: PYSEC-2021-155 / GHSA-62gx-355r-9fhg","Warn: Project is vulnerable to: PYSEC-2020-118 / GHSA-63xm-rx5p-xvqr","Warn: Project is vulnerable to: GHSA-6445-fm66-fvq2","Warn: Project is vulnerable to: GHSA-647v-r7qq-24fh","Warn: Project is vulnerable to: GHSA-64jg-wjww-7c5w","Warn: Project is vulnerable to: GHSA-66vq-54fq-6jvv","Warn: Project is vulnerable to: GHSA-67pf-62xr-q35m","Warn: Project is vulnerable to: GHSA-689c-r7h2-fv9v","Warn: Project is vulnerable to: GHSA-68v3-g9cm-rmm6","Warn: Project is vulnerable to: PYSEC-2021-165 / GHSA-6f84-42vf-ppwp","Warn: Project is vulnerable to: PYSEC-2021-215 / GHSA-6f89-8j54-29xf","Warn: Project is vulnerable to: GHSA-6gmv-pjp9-p8w8","Warn: Project is vulnerable to: GHSA-6gv8-p3vj-pxvr","Warn: Project is vulnerable to: GHSA-6hg6-5c2q-7rcr","Warn: Project is vulnerable to: PYSEC-2021-401 / GHSA-6hpv-v2rx-c5g6","Warn: Project is vulnerable to: PYSEC-2021-171 / GHSA-6j9c-grc6-5m6g","Warn: Project is vulnerable to: GHSA-6p5r-g9mq-ggh2","Warn: Project is vulnerable to: PYSEC-2021-212 / GHSA-6qgm-fv6v-rfpv","Warn: Project is vulnerable to: GHSA-6wfh-89q8-44jq","Warn: Project is vulnerable to: GHSA-6x99-gv2v-q76v","Warn: Project is vulnerable to: GHSA-75c9-jrh4-79mc","Warn: Project is vulnerable to: PYSEC-2021-201 / GHSA-75f6-78jr-4656","Warn: Project is vulnerable to: GHSA-762h-vpvw-3rcx","Warn: Project is vulnerable to: PYSEC-2021-156 / GHSA-772j-h9xw-ffp5","Warn: Project is vulnerable to: PYSEC-2021-154 / GHSA-772p-x54p-hjrv","Warn: Project is vulnerable to: GHSA-77gp-3h4r-6428","Warn: Project is vulnerable to: PYSEC-2021-397 / GHSA-786j-5qwq-r36x","Warn: Project is vulnerable to: PYSEC-2021-216 / GHSA-79fv-9865-4qcv","Warn: Project is vulnerable to: GHSA-79h2-q768-fpxr","Warn: Project is vulnerable to: PYSEC-2021-213 / GHSA-7cqx-92hp-x6wh","Warn: Project is vulnerable to: GHSA-7fvx-3jfc-2cpc","Warn: Project is vulnerable to: GHSA-7ghq-fvr3-pj2x","Warn: Project is vulnerable to: GHSA-7j3m-8g3c-9qqq","Warn: Project is vulnerable to: GHSA-7jvm-xxmr-v5cw","Warn: Project is vulnerable to: PYSEC-2021-396 / GHSA-7pxj-m4jf-r6h2","Warn: Project is vulnerable to: PYSEC-2021-417 / GHSA-7r94-xv9v-63jw","Warn: Project is vulnerable to: PYSEC-2021-399 / GHSA-7v94-64hj-m82h","Warn: Project is vulnerable to: GHSA-7x4v-9gxg-9hwj","Warn: Project is vulnerable to: GHSA-7xwj-5r4v-429p","Warn: Project is vulnerable to: GHSA-828c-5j5q-vrjq","Warn: Project is vulnerable to: PYSEC-2021-211 / GHSA-828x-qc2p-wprq","Warn: Project is vulnerable to: GHSA-844w-j86r-4x2j","Warn: Project is vulnerable to: GHSA-84jm-4cf3-9jfm","Warn: Project is vulnerable to: PYSEC-2021-153 / GHSA-84mw-34w6-2q43","Warn: Project is vulnerable to: GHSA-87v6-crgm-2gfj","Warn: Project is vulnerable to: PYSEC-2021-174 / GHSA-8c89-2vwr-chcq","Warn: Project is vulnerable to: GHSA-8cxv-76p7-jxwr","Warn: Project is vulnerable to: GHSA-8fvv-46hw-vpg3","Warn: Project is vulnerable to: PYSEC-2021-197 / GHSA-8gv3-57p6-g35r","Warn: Project is vulnerable to: GHSA-8jj7-5vxc-pg2q","Warn: Project is vulnerable to: PYSEC-2021-251 / GHSA-8pmx-p244-g88h","Warn: Project is vulnerable to: GHSA-8r7c-3cm2-3h8f","Warn: Project is vulnerable to: GHSA-8rcj-c8pj-v3m3","Warn: Project is vulnerable to: PYSEC-2021-241 / GHSA-8rm6-75mf-7r7r","Warn: Project is vulnerable to: GHSA-8w5g-3wcv-9g2j","Warn: Project is vulnerable to: GHSA-8wwm-6264-x792","Warn: Project is vulnerable to: GHSA-93vr-9q9m-pj8p","Warn: Project is vulnerable to: GHSA-94mm-g2mv-8p7r","Warn: Project is vulnerable to: GHSA-95xm-g58g-3p88","Warn: Project is vulnerable to: GHSA-9697-98pf-4rw7","Warn: Project is vulnerable to: PYSEC-2020-258 / GHSA-977j-xj7q-2jr9","Warn: Project is vulnerable to: GHSA-97p7-w86h-vcf9","Warn: Project is vulnerable to: PYSEC-2021-236 / GHSA-97wf-p777-86jq","Warn: Project is vulnerable to: GHSA-98j8-c9q4-r38g","Warn: Project is vulnerable to: GHSA-98p5-x8x4-c9m5","Warn: Project is vulnerable to: GHSA-9942-r22v-78cp","Warn: Project is vulnerable to: GHSA-9c78-vcq7-7vxq","Warn: Project is vulnerable to: PYSEC-2021-238 / GHSA-9c84-4hx6-xmm4","Warn: Project is vulnerable to: GHSA-9c8h-2mv3-49ww","Warn: Project is vulnerable to: GHSA-9c8h-vvrj-w2p8","Warn: Project is vulnerable to: GHSA-9cr2-8pwr-fhfq","Warn: Project is vulnerable to: PYSEC-2021-410 / GHSA-9crf-c6qr-r273","Warn: Project is vulnerable to: GHSA-9fpg-838v-wpv7","Warn: Project is vulnerable to: GHSA-9gwq-6cwj-47h3","Warn: Project is vulnerable to: GHSA-9j4v-pp28-mxv7","Warn: Project is vulnerable to: PYSEC-2020-117 / GHSA-9mqp-7v2h-2382","Warn: Project is vulnerable to: GHSA-9p77-mmrw-69c7","Warn: Project is vulnerable to: GHSA-9px9-73fg-3fqp","Warn: Project is vulnerable to: GHSA-9v8w-xmr4-wgxp","Warn: Project is vulnerable to: PYSEC-2021-210 / GHSA-9vpm-rcf4-9wqw","Warn: Project is vulnerable to: GHSA-9vqj-64pv-w55c","Warn: Project is vulnerable to: GHSA-9w2p-5mgw-p94c","Warn: Project is vulnerable to: PYSEC-2021-220 / GHSA-9xh4-23q4-v6wr","Warn: Project is vulnerable to: PYSEC-2021-219 / GHSA-c45w-2wxr-pp53","Warn: Project is vulnerable to: GHSA-c545-c4f9-rf6v","Warn: Project is vulnerable to: GHSA-c582-c96p-r5cq","Warn: Project is vulnerable to: GHSA-c5x2-p679-95wc","Warn: Project is vulnerable to: GHSA-c6fh-56w7-fvjw","Warn: Project is vulnerable to: GHSA-c94w-c95p-phf8","Warn: Project is vulnerable to: PYSEC-2021-159 / GHSA-c968-pq7h-7fxv","Warn: Project is vulnerable to: PYSEC-2020-140 / GHSA-c9f3-9wfr-wgh7","Warn: Project is vulnerable to: GHSA-c9qf-r67m-p7cg","Warn: Project is vulnerable to: GHSA-cfpj-3q4c-jhvr","Warn: Project is vulnerable to: PYSEC-2021-230 / GHSA-cfx7-2xpc-8w4h","Warn: Project is vulnerable to: GHSA-cg88-rpvp-cjv5","Warn: Project is vulnerable to: GHSA-cgfm-62j4-v4rf","Warn: Project is vulnerable to: GHSA-ch4f-829c-v5pw","Warn: Project is vulnerable to: PYSEC-2021-246 / GHSA-cjc7-49v2-jp64","Warn: Project is vulnerable to: GHSA-cm5x-837x-jf3c","Warn: Project is vulnerable to: PYSEC-2021-414 / GHSA-cpf4-wx82-gxp6","Warn: Project is vulnerable to: PYSEC-2021-842 / GHSA-cq76-mxrc-vchh","Warn: Project is vulnerable to: PYSEC-2021-413 / GHSA-cqv6-3phm-hcwx","Warn: Project is vulnerable to: GHSA-cqvq-fvhr-v6hc","Warn: Project is vulnerable to: PYSEC-2021-240 / GHSA-crch-j389-5f84","Warn: Project is vulnerable to: GHSA-cv2p-32v3-vhwq","Warn: Project is vulnerable to: PYSEC-2020-134 / GHSA-cvpc-8phh-8f45","Warn: Project is vulnerable to: GHSA-cwpm-f78v-7m5c","Warn: Project is vulnerable to: PYSEC-2021-228 / GHSA-cwv3-863g-39vx","Warn: Project is vulnerable to: GHSA-f2vv-v9cg-qhh7","Warn: Project is vulnerable to: GHSA-f2w8-jw48-fr7j","Warn: Project is vulnerable to: GHSA-f49c-87jh-g47q","Warn: Project is vulnerable to: GHSA-f4rr-5m7v-wxcw","Warn: Project is vulnerable to: GHSA-f4w6-h4f5-wx45","Warn: Project is vulnerable to: PYSEC-2021-415 / GHSA-f54p-f6jp-4rhr","Warn: Project is vulnerable to: GHSA-f5cx-5wr3-5qrc","Warn: Project is vulnerable to: GHSA-f637-vh3r-vfh2","Warn: Project is vulnerable to: PYSEC-2021-187 / GHSA-f78g-q7r4-9wcv","Warn: Project is vulnerable to: GHSA-f7r5-q7cx-h668","Warn: Project is vulnerable to: GHSA-f8h4-7rgh-q2gm","Warn: Project is vulnerable to: GHSA-fcwc-p4fc-c5cc","Warn: Project is vulnerable to: GHSA-ffjm-4qwc-7cmf","Warn: Project is vulnerable to: GHSA-fhfc-2q7x-929f","Warn: Project is vulnerable to: GHSA-fpcp-9h7m-ffpx","Warn: Project is vulnerable to: PYSEC-2021-180 / GHSA-fphq-gw9m-ghrv","Warn: Project is vulnerable to: GHSA-fq6p-6334-8gr4","Warn: Project is vulnerable to: GHSA-fq86-3f29-px2c","Warn: Project is vulnerable to: GHSA-fqm2-gh8w-gr68","Warn: Project is vulnerable to: GHSA-fqxc-pvf8-2w9v","Warn: Project is vulnerable to: PYSEC-2021-404 / GHSA-fr77-rrx3-cp7g","Warn: Project is vulnerable to: GHSA-frqp-wp83-qggv","Warn: Project is vulnerable to: GHSA-fv25-wrff-wf86","Warn: Project is vulnerable to: GHSA-fv43-93gv-vm8f","Warn: Project is vulnerable to: GHSA-fx5c-h9f6-rv7c","Warn: Project is vulnerable to: GHSA-fxgc-95xx-grvq","Warn: Project is vulnerable to: PYSEC-2021-193 / GHSA-fxqh-cfjm-fp93","Warn: Project is vulnerable to: GHSA-g25h-jr74-qp5j","Warn: Project is vulnerable to: GHSA-g35r-369w-3fqp","Warn: Project is vulnerable to: GHSA-g468-qj8g-vcjc","Warn: Project is vulnerable to: PYSEC-2021-176 / GHSA-g4h2-gqm3-c9wq","Warn: Project is vulnerable to: PYSEC-2020-128 / GHSA-g7p5-5759-qv46","Warn: Project is vulnerable to: GHSA-g8wg-cjwc-xhhp","Warn: Project is vulnerable to: GHSA-g9fm-r5mm-rf9f","Warn: Project is vulnerable to: GHSA-g9h5-vr8m-x2h4","Warn: Project is vulnerable to: GHSA-gcvh-66ff-4mwm","Warn: Project is vulnerable to: GHSA-gf2j-f278-xh4v","Warn: Project is vulnerable to: GHSA-gf88-j2mg-cc82","Warn: Project is vulnerable to: GHSA-gf97-q72m-7579","Warn: Project is vulnerable to: GHSA-gh6x-4whr-2qv4","Warn: Project is vulnerable to: PYSEC-2021-393 / GHSA-gh8h-7j2j-qv4f","Warn: Project is vulnerable to: GHSA-gjh7-xx4r-x345","Warn: Project is vulnerable to: GHSA-gjqc-q9g6-q2j3","Warn: Project is vulnerable to: GHSA-gq2j-cr96-gvqx","Warn: Project is vulnerable to: PYSEC-2021-244 / GHSA-gv26-jpj9-c8gq","Warn: Project is vulnerable to: PYSEC-2021-198 / GHSA-gvm4-h8j3-rjrq","Warn: Project is vulnerable to: GHSA-gw97-ff7c-9v96","Warn: Project is vulnerable to: GHSA-h246-cgh4-7475","Warn: Project is vulnerable to: GHSA-h2wq-prv9-2f56","Warn: Project is vulnerable to: GHSA-h48f-q7rw-hvr7","Warn: Project is vulnerable to: PYSEC-2021-243 / GHSA-h4pc-gx2w-f2xv","Warn: Project is vulnerable to: GHSA-h5g4-ppwx-48q2","Warn: Project is vulnerable to: GHSA-h5vq-gw2c-pq47","Warn: Project is vulnerable to: PYSEC-2021-405 / GHSA-h67m-xg8f-fxcf","Warn: Project is vulnerable to: PYSEC-2020-125 / GHSA-h6fg-mjxg-hqq4","Warn: Project is vulnerable to: GHSA-h6gw-r52c-724r","Warn: Project is vulnerable to: GHSA-h6jh-7gv5-28vg","Warn: Project is vulnerable to: GHSA-h6q3-vv32-2cq5","Warn: Project is vulnerable to: GHSA-h7ff-cfc9-wmmh","Warn: Project is vulnerable to: PYSEC-2020-253 / GHSA-h98h-8mxr-m8gx","Warn: Project is vulnerable to: PYSEC-2021-190 / GHSA-h9px-9vqg-222h","Warn: Project is vulnerable to: PYSEC-2021-152 / GHSA-hc6c-75p4-hmq4","Warn: Project is vulnerable to: PYSEC-2020-255 / GHSA-hhvc-g5hv-48c6","Warn: Project is vulnerable to: PYSEC-2021-182 / GHSA-hmg3-c7xj-6qwm","Warn: Project is vulnerable to: GHSA-hp4c-x6r7-6555","Warn: Project is vulnerable to: GHSA-hpv4-7p9c-mvfr","Warn: Project is vulnerable to: GHSA-hq7g-wwwp-q46h","Warn: Project is vulnerable to: GHSA-hrg5-737c-2p56","Warn: Project is vulnerable to: GHSA-hwr7-8gxx-fj5p","Warn: Project is vulnerable to: GHSA-hx9q-2mx4-m4pg","Warn: Project is vulnerable to: GHSA-j3mj-fhpq-qqjj","Warn: Project is vulnerable to: GHSA-j43h-pgmg-5hjq","Warn: Project is vulnerable to: PYSEC-2021-169 / GHSA-j47f-4232-hvv8","Warn: Project is vulnerable to: GHSA-j5w9-hmfh-4cr6","Warn: Project is vulnerable to: PYSEC-2021-224 / GHSA-j7rm-8ww4-xx2g","Warn: Project is vulnerable to: PYSEC-2021-394 / GHSA-j86v-p27c-73fm","Warn: Project is vulnerable to: PYSEC-2021-419 / GHSA-j8c8-67vp-6mx7","Warn: Project is vulnerable to: PYSEC-2021-175 / GHSA-j8qc-5fqr-52fp","Warn: Project is vulnerable to: PYSEC-2021-237 / GHSA-j8qh-3xrq-c825","Warn: Project is vulnerable to: PYSEC-2021-242 / GHSA-jf7h-7m85-w2v2","Warn: Project is vulnerable to: PYSEC-2021-166 / GHSA-jfp7-4j67-8r3q","Warn: Project is vulnerable to: PYSEC-2021-189 / GHSA-jhq9-wm9m-cf89","Warn: Project is vulnerable to: GHSA-jjm6-4vf7-cjh4","Warn: Project is vulnerable to: PYSEC-2021-229 / GHSA-jjr8-m8g8-p6wv","Warn: Project is vulnerable to: GHSA-jq6x-99hj-q636","Warn: Project is vulnerable to: GHSA-jqm7-m5q7-3hm5","Warn: Project is vulnerable to: GHSA-jvhc-5hhr-w3v5","Warn: Project is vulnerable to: GHSA-jwf9-w5xm-f437","Warn: Project is vulnerable to: PYSEC-2021-402 / GHSA-m342-ff57-4jcc","Warn: Project is vulnerable to: PYSEC-2021-183 / GHSA-m34j-p8rj-wjxq","Warn: Project is vulnerable to: PYSEC-2021-172 / GHSA-m3f9-w3p3-p669","Warn: Project is vulnerable to: GHSA-m4hf-j54p-p353","Warn: Project is vulnerable to: PYSEC-2021-389 / GHSA-m539-j985-hcr8","Warn: Project is vulnerable to: PYSEC-2020-256 / GHSA-m648-33qf-v3gp","Warn: Project is vulnerable to: GHSA-m6cv-4fmf-66xf","Warn: Project is vulnerable to: GHSA-m6vp-8q9j-whx4","Warn: Project is vulnerable to: GHSA-m7fm-4jfh-jrg6","Warn: Project is vulnerable to: GHSA-mg66-qvc5-rm93","Warn: Project is vulnerable to: GHSA-mgmh-g2v6-mqw5","Warn: Project is vulnerable to: GHSA-mh3m-62v7-68xg","Warn: Project is vulnerable to: PYSEC-2021-254 / GHSA-mmq6-q8r3-48fm","Warn: Project is vulnerable to: PYSEC-2021-247 / GHSA-mq5c-prh3-3f3h","Warn: Project is vulnerable to: PYSEC-2021-195 / GHSA-mqh2-9wrp-vx84","Warn: Project is vulnerable to: GHSA-mv77-9g28-cwg3","Warn: Project is vulnerable to: PYSEC-2021-222 / GHSA-mv78-g7wq-mhp4","Warn: Project is vulnerable to: GHSA-mv8m-8x97-937q","Warn: Project is vulnerable to: GHSA-mw6j-hh29-h379","Warn: Project is vulnerable to: PYSEC-2020-131 / GHSA-mxjj-953w-2c2v","Warn: Project is vulnerable to: GHSA-p2xf-8hgm-hpw5","Warn: Project is vulnerable to: PYSEC-2021-185 / GHSA-p45v-v4pw-77jr","Warn: Project is vulnerable to: GHSA-p7hr-f446-x6qf","Warn: Project is vulnerable to: GHSA-p9rc-rmr5-529j","Warn: Project is vulnerable to: GHSA-pf36-r9c6-h97j","Warn: Project is vulnerable to: GHSA-pfjj-m3jj-9jc9","Warn: Project is vulnerable to: PYSEC-2021-843 / GHSA-pgcq-h79j-2f69","Warn: Project is vulnerable to: PYSEC-2021-200 / GHSA-ph87-fvjr-v33w","Warn: Project is vulnerable to: PYSEC-2021-235 / GHSA-pmpr-55fj-r229","Warn: Project is vulnerable to: GHSA-pqhm-4wvf-2jg8","Warn: Project is vulnerable to: GHSA-pqrv-8r2f-7278","Warn: Project is vulnerable to: PYSEC-2021-390 / GHSA-prcg-wp5q-rv7p","Warn: Project is vulnerable to: PYSEC-2021-203 / GHSA-pvrc-hg3f-58r6","Warn: Project is vulnerable to: GHSA-pxrw-j2fv-hx3h","Warn: Project is vulnerable to: PYSEC-2020-257 / GHSA-q263-fvxm-m5mw","Warn: Project is vulnerable to: GHSA-q2c3-jpmc-gfjx","Warn: Project is vulnerable to: GHSA-q3g3-h9r4-prrc","Warn: Project is vulnerable to: PYSEC-2020-130 / GHSA-q4qf-3fc6-8x34","Warn: Project is vulnerable to: GHSA-q5jv-m6qw-5g37","Warn: Project is vulnerable to: GHSA-q7f7-544h-67h9","Warn: Project is vulnerable to: GHSA-q85f-69q7-55h2","Warn: Project is vulnerable to: PYSEC-2020-127 / GHSA-q8gv-q7wr-9jf8","Warn: Project is vulnerable to: GHSA-qfpc-5pjr-mh26","Warn: Project is vulnerable to: PYSEC-2020-132 / GHSA-qh32-6jjc-qprm","Warn: Project is vulnerable to: GHSA-qhw4-wwr7-gjc5","Warn: Project is vulnerable to: PYSEC-2020-254 / GHSA-qhxx-j73r-qpm2","Warn: Project is vulnerable to: GHSA-qj5r-f9mv-rffh","Warn: Project is vulnerable to: GHSA-qjj8-32p7-h289","Warn: Project is vulnerable to: GHSA-qjqc-vqcf-5qvj","Warn: Project is vulnerable to: GHSA-qr82-2c78-4m8h","Warn: Project is vulnerable to: PYSEC-2021-252 / GHSA-qw5h-7f53-xrp6","Warn: Project is vulnerable to: GHSA-qx3f-p745-w4hr","Warn: Project is vulnerable to: GHSA-qxpx-j395-pw36","Warn: Project is vulnerable to: GHSA-r26c-679w-mrjm","Warn: Project is vulnerable to: PYSEC-2021-192 / GHSA-r35g-4525-29fq","Warn: Project is vulnerable to: GHSA-r4c4-5fpq-56wg","Warn: Project is vulnerable to: PYSEC-2021-161 / GHSA-r4pj-74mg-8868","Warn: Project is vulnerable to: GHSA-r6jx-9g48-2r5r","Warn: Project is vulnerable to: PYSEC-2021-202 / GHSA-r6pg-pjwc-j585","Warn: Project is vulnerable to: GHSA-rc9w-5c64-9vqq","Warn: Project is vulnerable to: GHSA-rcf8-g8jv-vg6p","Warn: Project is vulnerable to: PYSEC-2021-239 / GHSA-rf3h-xgv5-2q39","Warn: Project is vulnerable to: PYSEC-2021-416 / GHSA-rg3m-hqc5-344v","Warn: Project is vulnerable to: PYSEC-2021-245 / GHSA-rgvq-pcvf-hx75","Warn: Project is vulnerable to: GHSA-rh87-q4vg-m45j","Warn: Project is vulnerable to: GHSA-rhrq-64mq-hf9h","Warn: Project is vulnerable to: GHSA-rjx6-v474-2ch9","Warn: Project is vulnerable to: GHSA-rmg2-f698-wq35","Warn: Project is vulnerable to: PYSEC-2020-138 / GHSA-rrfp-j2mp-hq9c","Warn: Project is vulnerable to: GHSA-rrx2-r989-2c43","Warn: Project is vulnerable to: GHSA-rww7-2gpw-fv6j","Warn: Project is vulnerable to: GHSA-v3f7-j968-4h5f","Warn: Project is vulnerable to: PYSEC-2021-234 / GHSA-v52p-hfjf-wg88","Warn: Project is vulnerable to: GHSA-v5xg-3q2c-c2r4","Warn: Project is vulnerable to: GHSA-v6h3-348g-6h5x","Warn: Project is vulnerable to: PYSEC-2021-214 / GHSA-v6r6-84gr-92rm","Warn: Project is vulnerable to: GHSA-v768-w7m9-2vmm","Warn: Project is vulnerable to: GHSA-v7vw-577f-vp8x","Warn: Project is vulnerable to: GHSA-v82p-hv3v-p6qp","Warn: Project is vulnerable to: GHSA-vcjj-9vg7-vf68","Warn: Project is vulnerable to: PYSEC-2021-232 / GHSA-vf94-36g5-69v8","Warn: Project is vulnerable to: PYSEC-2021-225 / GHSA-vfr4-x8j2-3rf9","Warn: Project is vulnerable to: GHSA-vgvh-2pf4-jr2x","Warn: Project is vulnerable to: GHSA-vjg4-v33c-ggc4","Warn: Project is vulnerable to: GHSA-vm7x-4qhj-rrcq","Warn: Project is vulnerable to: GHSA-vmjw-c2vp-p33c","Warn: Project is vulnerable to: PYSEC-2021-218 / GHSA-vq2r-5xvm-3hc3","Warn: Project is vulnerable to: PYSEC-2021-188 / GHSA-vqw6-72r7-fgw7","Warn: Project is vulnerable to: PYSEC-2021-250 / GHSA-vvg4-vgrv-xfr7","Warn: Project is vulnerable to: PYSEC-2021-406 / GHSA-vwhq-49r4-gj9v","Warn: Project is vulnerable to: GHSA-vxv8-r8q2-63xw","Warn: Project is vulnerable to: GHSA-w4xf-2pqw-5mq7","Warn: Project is vulnerable to: PYSEC-2020-129 / GHSA-w5gh-2wr2-pm6g","Warn: Project is vulnerable to: GHSA-w62h-8xjm-fv49","Warn: Project is vulnerable to: GHSA-w74j-v8xh-3w5h","Warn: Project is vulnerable to: GHSA-wc4g-r73w-x8mm","Warn: Project is vulnerable to: PYSEC-2021-157 / GHSA-wcv5-qrj6-9pfm","Warn: Project is vulnerable to: GHSA-wcv5-vrvr-3rx2","Warn: Project is vulnerable to: GHSA-wf5p-c75w-w3wh","Warn: Project is vulnerable to: PYSEC-2021-208 / GHSA-whr9-vfh2-7hm6","Warn: Project is vulnerable to: GHSA-wm93-f238-7v37","Warn: Project is vulnerable to: PYSEC-2021-204 / GHSA-wp3c-xw9g-gpcg","Warn: Project is vulnerable to: GHSA-wp77-4gmm-7cq8","Warn: Project is vulnerable to: GHSA-wq6q-6m32-9rv9","Warn: Project is vulnerable to: GHSA-wqmc-pm8c-2jhc","Warn: Project is vulnerable to: GHSA-wr9v-g9vf-c74v","Warn: Project is vulnerable to: PYSEC-2021-256 / GHSA-wvjw-p9f5-vq28","Warn: Project is vulnerable to: GHSA-wxjj-cgcx-r3vq","Warn: Project is vulnerable to: PYSEC-2021-407 / GHSA-x3v8-c8qx-3j3r","Warn: Project is vulnerable to: PYSEC-2021-164 / GHSA-x4g7-fvjj-prg8","Warn: Project is vulnerable to: GHSA-x4qx-4fjv-hmw6","Warn: Project is vulnerable to: PYSEC-2021-186 / GHSA-x83m-p7pv-ch8v","Warn: Project is vulnerable to: PYSEC-2021-217 / GHSA-x8h6-xgqx-jqgp","Warn: Project is vulnerable to: GHSA-x989-q2pq-4q5x","Warn: Project is vulnerable to: PYSEC-2020-133 / GHSA-x9j7-x98r-r4w2","Warn: Project is vulnerable to: PYSEC-2021-167 / GHSA-xcwj-wfcm-m23c","Warn: Project is vulnerable to: GHSA-xf83-q765-xm6m","Warn: Project is vulnerable to: PYSEC-2021-177 / GHSA-xgc3-m89p-vr3x","Warn: Project is vulnerable to: PYSEC-2021-162 / GHSA-xm2v-8rrw-w9pm","Warn: Project is vulnerable to: PYSEC-2020-126 / GHSA-xmq7-7fxm-rr79","Warn: Project is vulnerable to: PYSEC-2021-178 / GHSA-xqfj-35wv-m3cr","Warn: Project is vulnerable to: PYSEC-2021-255 / GHSA-xqfj-cr6q-pc8w","Warn: Project is vulnerable to: GHSA-xrp2-fhq4-4q3w","Warn: Project is vulnerable to: PYSEC-2021-395 / GHSA-xrqm-fpgr-6hhx","Warn: Project is vulnerable to: PYSEC-2021-221 / GHSA-xvjm-fvxx-q3hv","Warn: Project is vulnerable to: GHSA-xvwp-h6jv-7472","Warn: Project is vulnerable to: PYSEC-2021-194 / GHSA-xw93-v57j-fcgh","Warn: Project is vulnerable to: PYSEC-2020-139 / GHSA-xwhf-g6j5-j5gc","Warn: Project is vulnerable to: GHSA-xxcj-rhqg-m46g","Warn: Project is vulnerable to: PYSEC-2019-204","Warn: Project is vulnerable to: PYSEC-2019-205","Warn: Project is vulnerable to: PYSEC-2019-206","Warn: Project is vulnerable to: PYSEC-2019-207","Warn: Project is vulnerable to: PYSEC-2019-208","Warn: Project is vulnerable to: PYSEC-2019-210","Warn: Project is vulnerable to: PYSEC-2020-114","Warn: Project is vulnerable to: PYSEC-2020-115","Warn: Project is vulnerable to: PYSEC-2020-116","Warn: Project is vulnerable to: PYSEC-2020-119","Warn: Project is vulnerable to: PYSEC-2020-120","Warn: Project is vulnerable to: PYSEC-2020-121","Warn: Project is vulnerable to: PYSEC-2020-122","Warn: Project is vulnerable to: PYSEC-2020-123","Warn: Project is vulnerable to: PYSEC-2020-124","Warn: Project is vulnerable to: PYSEC-2021-151","Warn: Project is vulnerable to: PYSEC-2021-181","Warn: Project is vulnerable to: PYSEC-2021-191","Warn: Project is vulnerable to: PYSEC-2021-248"],"documentation":{"short":"Determines if the project has open, known unfixed 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reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bigdata","data-science","feature-engineering","feature-recommendation","machine-learning","pyspark","python","scale","transformation","visualization"],"created_at":"2025-12-13T17:05:46.416Z","updated_at":"2026-04-08T19:32:38.024Z","avatar_url":"https://github.com/anovos.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n\u003ca href=\"https://anovos.ai\"\u003e\u003cimg src=\"https://mobilewalla-anovos.s3.amazonaws.com/images/anovos-dark-horizontal.png\" alt=\"anovos-dark-horizontal\" border=\"0\"\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n# Anovos\n\n[![Release Latest](https://img.shields.io/badge/release-%20v1.1.0-green?style=plastic)](https://github.com/anovos/anovos/releases/)\n[![Docs Latest](https://img.shields.io/badge/docs-latest-blue.svg?style=plastic)](https://docs.anovos.ai/)\n[![License](https://img.shields.io/badge/License-Apache_2.0-red.svg?style=plastic)](https://opensource.org/licenses/Apache-2.0)\n[![twitter](https://img.shields.io/badge/Follow--lightgrey?logo=twitter\u0026style=social)](https://twitter.com/ml_anovos)\n[![Slack](https://img.shields.io/badge/slack-join_chat-white.svg?logo=slack\u0026style=social)](https://featureengineers.slack.com/)\n\n_Anovos_ is an open source library for feature engineering at scale.\nBuilt by data scientists \u0026 ML Engineers for the data science community,\nit provides all the capabilities required for data ingestion, data analysis,\ndata drift \u0026 data stability analysis, feature recommendation and feature composition.\nIn addition, it automatically produces easily interpretable professional data reports\nthat help users understand the nature of data at first sight and further enable data\nscientists to identify and engineer features.\n\nLeveraging the power of [Apache Spark](https://spark.apache.org/) behind the scenes,\n_Anovos_ improves data scientists' productivity and helps them build more resilient\nand better performing models.\n\n# Quick Start\n\nThe easiest way to try out _Anovos_ and explore its capabilities is through the provided\n[examples](/examples) that you can run via Docker without the need to install anything\non your local machine.\n\n```bash\n# Launch an anovos-examples Docker container\nsudo docker run -p 8888:8888 anovos/anovos-examples-3.2.2:latest\n```\n\nTo reach the Jupyter environment, open the link to `http://127.0.0.1:8888/?token...`\ngenerated by the Jupyter NotebookApp.\n\nIf you're not familiar with _Anovos_ or feature engineering, the _Getting Started with\nAnovos_ guide is a good place to begin your journey.\nYou can find it in the `/guides` folder within the Jupyter environment.\n\nFor more detailed instructions on how to install Docker and how to troubleshoot potential\nissues, see the [examples README](/examples/README.md).\n\n# Using Anovos\n\n## Requirements\n\nTo use _Anovos_, you need compatible versions of [Apache Spark](https://spark.apache.org/),\nJava and Python.\n\nCurrently, we officially support the following combinations:\n\n- Apache Spark 2.4.x on Java 8 with Python 3.7.x\n- Apache Spark 3.1.x on Java 11 with Python 3.9.x\n- Apache Spark 3.2.x on Java 11 with Python 3.10.x\n\nTo see what we're currently testing, see\n[this configuration](https://github.com/anovos/anovos/blob/main/.github/workflows/full-demo.yml#L21).\n\n## Installation\n\nYou can install the latest release of _Anovos_ directly through [PyPI](https://pypi.org/project/anovos/):\n\n```bash\npip install anovos\n```\n\n## Documentation\n\nWe provide a comprehensive documentation at [docs.anovos.ai](https://docs.anovos.ai) that includes\n[user guides](https://docs.anovos.ai/getting-started.html) as well as a detailed\n[API documentation](https://docs.anovos.ai/api/index.html).\n\nFor usage examples, see the provided [interactive guides and Jupyter notebooks](/examples) as well as\nthe [Spark demo](/demo).\n\n# Overview\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://mobilewalla-anovos.s3.amazonaws.com/images/anovos_architecture_v2_0_a.jpg\" width=\"830px\" alt=\"Anovos Architecture Diagram\"\u003e\n\u003c/p\u003e\n\n## Roadmap\n\n_Anovos_ has designed for to support any feature engineering tasks in a scalable form.\nTo see what's planned for the upcoming releases, see our\n[roadmap](https://docs.anovos.ai/using-anovos/roadmap.html).\n\n## Development Version\n\nTo try out the latest additions to _Anovos_, you can install it directly from _GitHub_:\n\n```bash\npip install git+https://github.com/anovos/anovos.git\n```\n\nPlease note that this version is frequently updated and might not be fully compatible with the documentation available\nat [docs.anovos.ai](https://docs.anovos.ai).\n\n# Contribute\n\nWe're always happy to discuss and accept improvements to _Anovos_. To get started, please refer to\nour [Contributing to Anovos](https://docs.anovos.ai/community/contributing.html) page in the documentation.\n\nTo start coding, clone this repository, install both the regular and development requirements,\nand set up the pre-commit hooks:\n\n```bash\ngit clone https://github.com/anovos/anovos.git\ncd anovos/\npip install -r requirements.txt\npip install -r dev_requirements.txt\npre-commit install\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanovos%2Fanovos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanovos%2Fanovos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanovos%2Fanovos/lists"}