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analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"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.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build.yml:36: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:50: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:54: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build.yml:67: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:81: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:85: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build.yml:89: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/build.yml:111: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/build.yml:113: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codeql-analysis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codeql-analysis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codeql-analysis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codeql-analysis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codspeed.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codspeed.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codspeed.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codspeed.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/codspeed.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codspeed.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/codspeed.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/codspeed.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/commit.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/commit.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/commit.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/commit.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/example-build.yml:19: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/example-build.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/example-build.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/example-build.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/master_update.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/master_update.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/master_update.yml:29: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/master_update.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/master_update.yml:38: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/master_update.yml:45: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/master_update.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:36: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/memory-benchmark.yml:43: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/memory-benchmark.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:53: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:72: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:75: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:78: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:84: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:91: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:104: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:108: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:112: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:118: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:15: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:24: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/test-corpus.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-corpus.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-hypothesis.yml:14: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-hypothesis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/test-hypothesis.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-hypothesis.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/test-hypothesis.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/test-hypothesis.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/update-pre-commit.yml:13: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/update-pre-commit.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/update-pre-commit.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/update-pre-commit.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/update-pre-commit.yml:23: update your workflow using https://app.stepsecurity.io/secureworkflow/schemathesis/schemathesis/update-pre-commit.yml/master?enable=pin","Warn: containerImage not pinned by hash: Dockerfile:1: pin your Docker image by updating python:3.12-alpine to 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Security","测试","Automated API Testing \u0026 Load Testing Tools","cli","Specialized \u0026 Niche Tools","Web Testing","Don't forget to give a :star: to make the project popular","api","Companion Tools","Projects"],"sub_categories":["Querying","JavaScript/TypeScript","API Fuzzing","48. [Schemathesis](https://schemathesis.readthedocs.io/)","API Security","API Testing"],"readme":"\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://github.com/schemathesis/schemathesis/actions\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://github.com/schemathesis/schemathesis/actions/workflows/build.yml/badge.svg\" alt=\"Build\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://codecov.io/gh/schemathesis/schemathesis/branch/master\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://codecov.io/gh/schemathesis/schemathesis/branch/master/graph/badge.svg\" alt=\"Coverage\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/schemathesis/\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/pypi/v/schemathesis.svg\" alt=\"Version\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/schemathesis/\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/pypi/pyversions/schemathesis.svg\" alt=\"Python versions\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://discord.gg/R9ASRAmHnA\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/discord/938139740912369755\" alt=\"Discord\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://opensource.org/licenses/MIT\" target=\"_blank\"\u003e\n        \u003cimg src=\"https://img.shields.io/pypi/l/schemathesis.svg\" alt=\"License\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n## Schemathesis\n\n\u003e **Catch API bugs before your users do.**\n\nSchemathesis tests OpenAPI and GraphQL APIs by generating inputs from your schema, adapting to server responses, and chaining operations into realistic workflows.\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/schemathesis/schemathesis/master/img/demo.gif\" alt=\"Schemathesis automatically finding a server error\"/\u003e\n  \u003cbr\u003e\n  \u003ci\u003eFinding bugs that manual testing missed\u003c/i\u003e\n\u003c/p\u003e\n\n## Try it now\n\n```console\n# Test a demo API - finds real bugs in 30 seconds\nuvx schemathesis run https://example.schemathesis.io/openapi.json\n\n# Test your own API\nuvx schemathesis run https://your-api.com/openapi.json\n```\n\n\n## What problems does it solve?\n\n- 💥 **500 errors** that crash your API on edge case inputs\n- 📋 **Schema violations** where your API returns different data than documented\n- 🚪 **Validation bypasses** where invalid data gets accepted\n- 🔗 **Integration failures** when responses don't match client expectations\n- 🔄 **Stateful bugs** where operations work individually but fail in realistic workflows\n\n\n\u003e ⚠️ **Upgrading from older versions?** Check our [Migration Guide](https://github.com/schemathesis/schemathesis/blob/master/MIGRATION.md) for key changes.\n\n# Installation \u0026 Usage\n\n**Command Line:**\n```console\nuv pip install schemathesis\nschemathesis run https://your-api.com/openapi.json\n```\n\n**Python Tests:**\n```python\nimport schemathesis\n\nschema = schemathesis.openapi.from_url(\"https://your-api.com/openapi.json\")\n\n@schema.parametrize()\ndef test_api(case):\n    # Tests with random data, edge cases, and invalid inputs\n    case.call_and_validate()\n\n# Stateful testing: Tests workflows like: create user -\u003e get user -\u003e delete user\nAPIWorkflow = schema.as_state_machine()\n# Creates a test class for pytest/unittest\nTestAPI = APIWorkflow.TestCase\n```\n\n**CI/CD:**\n```yaml\n- uses: schemathesis/action@v3\n  with:\n    schema: \"https://your-api.com/openapi.json\"\n```\n\n## Who uses it\n\nUsed by teams at **[Spotify](https://github.com/backstage/backstage)**, **[WordPress](https://github.com/WordPress/openverse)**, **JetBrains**, **Red Hat**, and dozens of other companies.\n\n\n\u003e \"_Schemathesis is the best tool for fuzz testing of REST APIs on the market. We at Red Hat use it for examining our applications in functional and integration testing levels._\" - Dmitry Misharov, RedHat\n\n## See it in action\n\n🔬 **[Live Benchmarks](https://workbench.schemathesis.io)** showing continuous testing results from real-world APIs:\n\n- Code \u0026 API schema coverage achieved\n- Issues found with detailed categorization\n- Performance across different fuzzing strategies\n\n## Reporting\n\n- **[Allure](https://schemathesis.readthedocs.io/en/stable/guides/allure/)** — Rich visual reports with per-operation results, failure steps, and curl reproduction commands\n- **[JUnit XML](https://schemathesis.readthedocs.io/en/stable/guides/cicd/)** — For GitHub Actions, GitLab CI, Jenkins, and any CI tool that consumes JUnit\n\n## Documentation\n\n📚 **[Documentation](https://schemathesis.readthedocs.io/en/stable/)** with guides, examples, and API reference.\n\n## Get Help\n\n- 💬 [Discord community](https://discord.gg/R9ASRAmHnA)\n- 🐛 [GitHub issues](https://github.com/schemathesis/schemathesis/issues)\n\n## Contributing\n\nWe welcome contributions! See our [contributing guidelines](CONTRIBUTING.md) and join discussions in [issues](https://github.com/schemathesis/schemathesis/issues) or [Discord](https://discord.gg/R9ASRAmHnA).\n\n## Acknowledgements\n\nSchemathesis is built on top of \u003ca href=\"https://hypothesis.works/\" target=\"_blank\"\u003eHypothesis\u003c/a\u003e, a powerful property-based testing library for Python.\n\n## License\n\nThis project is licensed under the terms of the [MIT license](https://opensource.org/licenses/MIT).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fschemathesis%2Fschemathesis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fschemathesis%2Fschemathesis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fschemathesis%2Fschemathesis/lists"}