{"repo":"tgerke/ducklake-r","free":true,"listed":false,"github":"https://github.com/tgerke/ducklake-r","clone":"git clone https://github.com/tgerke/ducklake-r.git","description":"Tidyverse-friendly R interface to DuckLake, the DuckDB lakehouse format","language":"R","stars":25,"topics":["data-engineering","data-lake","dbplyr","dplyr","duckdb","ducklake","lakehouse","parquet","r","r-package"],"license":null,"category":"data-pipelines","readme_excerpt":"ducklake ducklake is an R package that brings versioned data lake infrastructure to data-intensive workflows. Built on DuckDB and DuckLake, it provides ACID transactions, automatic versioning, time travel queries, and complete audit trails. Why DuckLake? Many industries rely on flat-file workflows (CSV, XPT, Excel, etc.) that create significant data management challenges: - Disconnected flat files : Related datasets stored as separate files despite being inherently relational - Lost audit trails : No automatic tracking of who changed what and when - Version control gaps : Multiple dataset versions scattered across folders with unclear provenance - Reproducibility issues : Inability to recreate analyses from specific time points - Collaboration friction : Multiple analysts working with different versions of the same data - Compliance challenges : Difficulty demonstrating data integrity and audit trails for regulated industries DuckLake solves these problems by implementing a versioned data lake architecture that: - Preserves relational structure between related datasets - Automatically versions every data change with timestamps and metadata - Enables time travel to recreate analyses exactly as they were run - Provides complete audit trails with author attribution and commit messages - Supports layered architecture (bronze/silver/gold) for data lineage from raw to analysis-ready - Allows multiple team members to collaborate safely with shared data Installation Install the devel","default_branch":null,"files":null,"tree":[],"storefront":"/r/tgerke","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tgerke/ducklake-r/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}