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.github/workflows/build-and-publish.yml:15","Info: jobLevel 'contents' permission set to 'read': .github/workflows/cd.yml:14","Warn: jobLevel 'contents' permission set to 'write': .github/workflows/cd.yml:21","Info: jobLevel 'contents' permission set to 'read': .github/workflows/cd.yml:30","Info: jobLevel 'contents' permission set to 'read': .github/workflows/check-release-tag.yml:12","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:49","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:102","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:126","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:11","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:55","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:72","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:154","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:170","Info: jobLevel 'contents' permission set to 'read': .github/workflows/checks.yml:29","Info: jobLevel 'contents' permission set to 'read': .github/workflows/ci.yml:16","Info: jobLevel 'contents' permission set to 'read': .github/workflows/ci.yml:23","Info: jobLevel 'contents' permission set to 'read': .github/workflows/examples.yml:24","Info: jobLevel 'contents' permission set to 'read': .github/workflows/gh-pages.yml:12","Info: jobLevel 'contents' permission set to 'read': .github/workflows/gh-pages.yml:35","Info: jobLevel 'contents' permission set to 'read': .github/workflows/matrix-all.yml:14","Info: jobLevel 'contents' permission set to 'read': .github/workflows/matrix-exasol.yml:14","Info: jobLevel 'contents' permission set to 'read': .github/workflows/matrix-python.yml:14","Info: jobLevel 'contents' permission set to 'read': .github/workflows/merge-gate.yml:35","Info: jobLevel 'contents' permission set to 'read': .github/workflows/merge-gate.yml:12","Info: jobLevel 'contents' permission set to 'read': .github/workflows/merge-gate.yml:18","Info: jobLevel 'contents' permission set to 'read': .github/workflows/merge-gate.yml:23","Info: jobLevel 'contents' permission set to 'read': .github/workflows/merge-gate.yml:28","Info: jobLevel 'contents' permission set to 'read': .github/workflows/pr-merge.yml:18","Info: jobLevel 'contents' permission set to 'read': .github/workflows/pr-merge.yml:23","Info: jobLevel 'contents' permission set to 'read': .github/workflows/pr-merge.yml:28","Info: jobLevel 'contents' permission set to 'read': .github/workflows/pr-merge.yml:34","Info: jobLevel 'contents' permission set to 'read': .github/workflows/pr-merge.yml:43","Info: jobLevel 'contents' permission set to 'read': .github/workflows/report.yml:11","Info: jobLevel 'contents' permission set to 'read': .github/workflows/slow-checks.yml:12","Info: jobLevel 'contents' permission set to 'read': .github/workflows/slow-checks.yml:19","Info: jobLevel 'contents' permission set to 'read': .github/workflows/ssl_cert.yml:24","Warn: no topLevel permission defined: .github/workflows/build-and-publish.yml:1","Warn: no topLevel permission defined: .github/workflows/cd.yml:1","Warn: no topLevel permission defined: .github/workflows/check-release-tag.yml:1","Warn: no topLevel permission defined: .github/workflows/checks.yml:1","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/examples.yml:1","Warn: no topLevel permission defined: .github/workflows/gh-pages.yml:1","Warn: no topLevel permission defined: .github/workflows/matrix-all.yml:1","Warn: no topLevel permission defined: .github/workflows/matrix-exasol.yml:1","Warn: no topLevel permission defined: .github/workflows/matrix-python.yml:1","Warn: no topLevel permission defined: .github/workflows/merge-gate.yml:1","Warn: no topLevel permission defined: .github/workflows/pr-merge.yml:1","Warn: no topLevel permission defined: .github/workflows/report.yml:1","Warn: no topLevel permission defined: .github/workflows/slow-checks.yml:1","Warn: no topLevel permission defined: .github/workflows/ssl_cert.yml:1"],"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":"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/build-and-publish.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/build-and-publish.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build-and-publish.yml:21: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/build-and-publish.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/check-release-tag.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/check-release-tag.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/check-release-tag.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/check-release-tag.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:177: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:188: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:109: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:112: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:136: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:35: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:59: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:62: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:78: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:81: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:89: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/checks.yml:157: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/checks.yml:160: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/examples.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/examples.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/examples.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/examples.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/gh-pages.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/gh-pages.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/gh-pages.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/gh-pages.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/gh-pages.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/gh-pages.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/gh-pages.yml:45: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/gh-pages.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/matrix-all.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-all.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/matrix-all.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-all.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/matrix-exasol.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-exasol.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/matrix-exasol.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-exasol.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/matrix-python.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-python.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/matrix-python.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/matrix-python.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/report.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/report.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/report.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/report.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/report.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/report.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/report.yml:44: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/report.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/slow-checks.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/slow-checks.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/slow-checks.yml:35: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/slow-checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/slow-checks.yml:47: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/slow-checks.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ssl_cert.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/ssl_cert.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ssl_cert.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/exasol/pyexasol/ssl_cert.yml/master?enable=pin","Info:   0 out of  26 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  18 third-party GitHubAction 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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses 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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":"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":"SAST","score":2,"reason":"SAST tool is not run on all commits -- score normalized to 2","details":["Warn: 7 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":"2025-08-18T17:01:49.214Z","repository_id":42065208,"created_at":"2025-08-18T17:01:49.215Z","updated_at":"2025-08-18T17:01:49.215Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30329698,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-10T05:25:20.737Z","status":"ssl_error","status_checked_at":"2026-03-10T05:25:17.430Z","response_time":106,"last_error":"SSL_read: unexpected eof while 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src=\"https://github.com/exasol/pyexasol/actions/workflows/pr-merge.yml/badge.svg?branch=master\" alt=\"Continuous Integration (master)\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://anaconda.org/conda-forge/pyexasol\"\u003e\n    \u003cimg src=\"https://anaconda.org/conda-forge/pyexasol/badges/version.svg\" alt=\"Anaconda\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://pypi.org/project/pyexasol/\"\u003e\n    \u003cimg src=\"https://img.shields.io/pypi/v/pyexasol\" alt=\"PyPi Package\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://pypi.org/project/pyexasol/\"\u003e\n    \u003cimg src=\"https://img.shields.io/pypi/dm/pyexasol\" alt=\"Downloads\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://pypi.org/project/pyexasol/\"\u003e\n    \u003cimg src=\"https://img.shields.io/pypi/pyversions/pyexasol\" alt=\"Supported Python Versions\"\u003e\n\u003c/a\u003e\n\u003c/p\u003e\n\nPyExasol is the officially supported Python connector for [Exasol](https://www.exasol.com). It helps to handle massive volumes of data commonly associated with this DBMS.\n\nYou may expect significant performance improvement over ODBC in a single process scenario involving pandas, parquet, or polars.\n\nPyExasol provides an [API](https://exasol.github.io/pyexasol/master/api.html) to read \u0026 write multiple data streams in parallel using separate processes, which is necessary to fully utilize hardware and achieve linear scalability. With PyExasol you are no longer limited to a single CPU core.\n\n---\n* Documentation: [https://exasol.github.io/pyexasol/](https://exasol.github.io/pyexasol/index.html)\n* Source Code: [https://github.com/exasol/pyexasol](https://github.com/exasol/pyexasol)\n---\n\n## PyExasol Main Concepts\n\n- Based on [WebSocket protocol](https://github.com/exasol/websocket-api);\n- Optimized for minimum overhead;\n- Easy integration with pandas, parquet, and polars via HTTP transport;\n- Compression to reduce network bottleneck;\n\n\n## System Requirements\n\n- Exasol \u003e= 7.1\n- Python \u003e= 3.10\n\n## Getting Started\n\nCheck out PyExasol's [Getting Started](https://exasol.github.io/pyexasol/master/user_guide/getting_started.html) page for your first steps.\n\n## Developers\n* Created by [Vitaly Markov](https://www.linkedin.com/in/markov-vitaly/), 2018 — 2022\n* Maintained by [Exasol](https://www.exasol.com) 2023 — Today\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexasol%2Fpyexasol","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fexasol%2Fpyexasol","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexasol%2Fpyexasol/lists"}