{"id":50724184,"url":"https://github.com/tata-fs4/data_governance","last_synced_at":"2026-06-10T02:38:16.008Z","repository":{"id":321331820,"uuid":"1085428063","full_name":"tata-fs4/data_governance","owner":"tata-fs4","description":"Data governance framework with cataloging, access control, lineage tracking and data quality pipelines for medallion lakehouses","archived":false,"fork":false,"pushed_at":"2025-12-09T21:54:27.000Z","size":26,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-10T02:38:11.923Z","etag":null,"topics":["best-practices","compliance","data-catalog","data-governance","data-lineage","data-quality","dbt","lgpd","master-data-management","medallion-architecture","privacy","python","security"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tata-fs4.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-10-29T02:59:45.000Z","updated_at":"2026-04-15T14:19:36.000Z","dependencies_parsed_at":"2025-10-29T05:34:00.546Z","dependency_job_id":null,"html_url":"https://github.com/tata-fs4/data_governance","commit_stats":null,"previous_names":["tata-fs4/data_governance"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tata-fs4/data_governance","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tata-fs4%2Fdata_governance","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tata-fs4%2Fdata_governance/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tata-fs4%2Fdata_governance/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tata-fs4%2Fdata_governance/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tata-fs4","download_url":"https://codeload.github.com/tata-fs4/data_governance/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tata-fs4%2Fdata_governance/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34134633,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-10T02:00:07.152Z","response_time":89,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["best-practices","compliance","data-catalog","data-governance","data-lineage","data-quality","dbt","lgpd","master-data-management","medallion-architecture","privacy","python","security"],"created_at":"2026-06-10T02:38:12.183Z","updated_at":"2026-06-10T02:38:16.003Z","avatar_url":"https://github.com/tata-fs4.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Governance Project\n\nThis project demonstrates a data governance pipeline focused on compliance, featuring data cataloging, access control, lineage tracking, and automated quality validations.  \nThe goal is to align data delivery with **LGPD** and **ISO 27001** guidelines.\n\n## Structure\n\n```\ndata_governance/\n├── config/\n│ └── policies.yaml # Regulatory policies, access rules, quality rules\n├── data/\n│ ├── raw/ # Mocked source data\n│ └── processed/ # Governed outputs produced by the pipeline\n├── logs/ # Audit records\n├── src/\n│ └── data_governance/ # Framework implementation\n│ ├── access_control.py\n│ ├── catalog.py\n│ ├── lineage.py\n│ ├── pipeline.py\n│ ├── policies.py\n│ └── quality.py\n└── README.md\n```\n\n\n## Features\n\n- **Data Catalog**  \n  Registers assets with metadata, sensitivity classification, tags, and regulatory compliance attributes.\n\n- **Access Control**  \n  Enforces role-based policies aligned with LGPD and ISO 27001 requirements.\n\n- **Lineage Tracking**  \n  Captures end-to-end transformations, mapping inputs and outputs for auditability.\n\n- **Automated Data Quality**  \n  Validates consent recency, email format, monetary values, and other business rules.\n\n- **Auditing**  \n  Generates JSON logs containing evidence of execution, loaded policies, and identified quality issues.\n\n## Running the Pipeline\n\n1. (Optional) Create a virtual environment and install dependencies:\n   ```bash\n   pip install pandas pyyaml\n\n2. Execute o pipeline:\n   ```bash\n   python -m data_governance.src.data_governance.pipeline\n   ```\n\n### Execução programática\n\n```python\nfrom data_governance.src.data_governance.pipeline import run_pipeline\n\naudit_log = run_pipeline(\"data_governance\")\nprint(audit_log)\n```\n\n## Compliance\n\n### LGPD\n- The pipeline filters customers without valid consent and tracks the latest update timestamp.\n\n### ISO 27001\n- Documented access policies and lineage records provide evidence for security and compliance audits.\n\n## Next Steps\n\n- Integrate with a corporate catalog (e.g., Apache Atlas).\n- Automate ingestion of policies from a GRC platform.\n- Extend quality rules with statistical profiling and anomaly detection.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftata-fs4%2Fdata_governance","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftata-fs4%2Fdata_governance","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftata-fs4%2Fdata_governance/lists"}