pointblank Files

New Features

• It's now possible to validate Polars LazyFrames. (#200)
• Paths to CSV and Parquet files can now be used as inputs for Validate and preview(). (#213, [#214], [#217])
• The get_data_path() function was added so that paths to internal CSV and Parquet example datasets can be accessed. (#215)
• Data connection strings can be used directly with Validate to connect to DB tables via Ibis. (#216)

Fixes

• The DataScan class was refactored to expose data and statistics consistently. (@tylerriccio33, [#94])
• Pass/fail result counting during interrogation is now more computationally efficient. (#203)
• Validation steps using col_vals_expr() can now correctly return data extracts (and produce a CSV button in the validation report table). (@zilto, [#197])
• A dependency on Pandas during the rendering validation report tables was eliminated. (#220)
• An unwanted scrollbar in the API reference pages (obscuring text for parameters) was removed. (@matt-humphrey, [#218])

Documentation

• The project website's API reference underwent several layout and typesetting changes for the better. (#204, [#205], [#208], [#209])
• Terminology throughout the documentation was improved so that users can better distinguish column- and row-based validation methods. (#199)
• A few more Pointblank demos were added to the project website's Examples page. (#210)
• Several posts were added to the Pointblog. (#177, [#202])
• Improved the interlinking in the User Guide thanks to new functionality in quartodoc. (#191, [#212])

New Contributors

• @zilto made their first contribution in https://github.com/posit-dev/pointblank/pull/197
• @matt-humphrey made their first contribution in https://github.com/posit-dev/pointblank/pull/218

Full Changelog: https://github.com/posit-dev/pointblank/compare/v0.9.6...v0.10.0