v0.14.0

New Features

• Added the .prompt() validation method to enable data validation using LLMs, evaluating data in rows against natural language descriptions instead of programmatic rules. (#287)
• The new write_file() and read_file() functions allow for writing/reading validation objects to and from disk. (#291)
• More translation languages added ("id", "uk", "he", "th", and "fa"). (#293)

Docs

• Summary fields in the get_validation_summary() docs examples were updated. (@jrycw, #284)
• The yaml_to_python() function now has published docs on the project website. (@jrycw, #288)
• There's now a Posit badge in the header of the project website. (#292)

Fixes

• Zero-row tables are now better handled in the validation workflow. (#297)

Chores

• Added many tests to improve code coverage. (#294, #298)
• New tests and documentation now available for validations involving datetime + timezone comparisons. (#289)

Full Changelog: v0.13.4...v0.14.0

v0.13.4

New Features

• Add Enum support to col_vals_in_set() and col_vals_not_in_set(). (#280)
• The col_vals_regex() validation method now has the inverse= parameter to enable negative regex matching. (#282)

Fixes

• The usage of pre= is now better isolated to the steps using it. (#283)

Full Changelog: v0.13.3...v0.13.4

v0.13.3

New Features

• Added the namespaces= parameter to yaml_interrogate() to facilitate authoring of custom actions. (@mark-druffel, #277)

Fixes

• Fixed error when using brief= with segments=seg_group(). (#275)

New Contributors

• @mark-druffel made their first contribution in #277

Full Changelog: v0.13.2...v0.13.3

v0.13.2

New Features

• String-based comparisons are now possible in the col_vals_eq() and col_vals_ne() validation methods. (#272)

Fixes

• We can now enable passing of NaN values during interrogation when na_pass=True. (#271)
• A col_vals_expr()-based step can now be used with the get_step_report() method. (#273)

Chores

• Fixed all CI test failures and warnings. (#270)

Full Changelog: v0.13.1...v0.13.2

v0.13.1

Fixes

• Several MCP server issues have been fixed. (#265)

Full Changelog: v0.13.0...v0.13.1

v0.13.0

New Features

• Incorporated a Model Context Protocol (MCP) server implementation. (#239, #264, @pipaber)

Docs

• New installation instructions for adding Pointblank to pixi projects. (#263, @gregorywaynepower)

Chores

• Added Makefile pre-commit targets. (#262, @tylerriccio33)
• Reorganized tests and added new ones. (#261)

New Contributors

• @pipaber made their first contribution in #239

Full Changelog: v0.12.2...v0.13.0

v0.12.2

New Features

• Added the set_tbl() method and also the set_tbl= parameter to yaml_interrogate(). (#260)

Full Changelog: v0.12.1...v0.12.2

v0.12.1

New Features

• Pointblank now internally handles all Ibis tables using Narwhals. (#257)

Full Changelog: v0.12.0...v0.12.1

v0.12.0

New Features

• The segmentation feature was expanded by way of the new seg_group() helper function. (#243)
• You can now validate Spark DataFrames without using Ibis (we now internally process those using Narwhals). (#256)

Full Changelog: v0.11.6...v0.12.0

v0.11.6

Docs

• Enhanced YAML documentation by creating two new articles for the User Guide. (#249)

Fixes

• Specify ignore_nulls=True in nw.all_horizontal. (@MarcoGorelli, #251)

New Contributors

• @MarcoGorelli made their first contribution in #251

Full Changelog: v0.11.5...v0.11.6