v0.11.3

New Features

• The CLI has the new pb pl command, allowing you to run Polars at the command line. (#246)

Full Changelog: v0.11.2...v0.11.3

v0.11.2

Fixes

• The display of the CLI's pb run output is much improved and more closely follows the tabular HTML output of the Python API. (#240)
• For the CLI's pb validate and pb run commands, the extract limit is now correctly applied to written CSVs (while displayed extracts will always have a limit of 10). (#242)

Documentation

• Improved the CLI articles in the User Guide. (#236)
• Updated the CLI demonstration gif for the project website. (#241)

Full Changelog: v0.11.1...v0.11.2

v0.11.1

New Features

• Have consistent input ingestion for all classes/functions with a data= parameter. (#223)
• Enable data to be obtained via GitHub URLs. (#224)
• Allow CLI's pb validate to perform multiple validations. (#231)
• For CLI's pb validate allow --column to use column index. (#233)

Fixes

• Use _process_data() to centralize data ingest functionality. (#225, #226)
• Improve display of tables in CLI. (#227)
• Simplify use of extracts in CLI. (#228)
• Rework pb validate to primarily be a validation script runner. (#229)
• Make CLI table styling consistent across all commands. (#234)
• Improve messages with pb validate <data> default and add --list-checks option. (#230)

Documentation

• Update VHS-based terminal recordings. (#232)
• Create two new CLI utility articles. (#235)

Full Changelog: v0.11.0...v0.11.1

v0.11.0

New Features

• The pb CLI utility has been added to enable: (1) quick data quality checks, (2) exploration of data at the command line, and (3) easy integration with shell scripts and automation workflows. (#221)

Full Changelog: v0.10.0...v0.11.0

v0.10.0

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 #197
• @matt-humphrey made their first contribution in #218

Full Changelog: v0.9.6...v0.10.0

v0.9.6

Minor Improvements and bug Fixes

• Added the above_threshold() method to determine whether steps exceeded a specific threshold level. (#184)
• There's now support for BigQuery Ibis-backend tables. (#190)

Full Changelog: v0.9.5...v0.9.6

v0.9.5

Minor improvements and bug fixes

• Added the assert_below_threshold() method to raise an AssertionError if validation steps exceed a specified threshold level. (#183)
• We now allow assert_passing() to use interrogate() when needed. (#182)
• The printing of a Schema object no longer errors if a column doesn't have a declared data type. (#181)

Full Changelog: v0.9.4...v0.9.5

v0.9.4

New Features and Fixes

• Add the global_sales dataset, by @rich-iannone in #174
• Use Python 3.8 and 3.9 compatible type aliases, by @rich-iannone in #175
• Incorporate templating variables for segments in brief=, by @rich-iannone in #176

Full Changelog: v0.9.2...v0.9.4

v0.9.2

What's Changed

• Added the specially() validation method, by @rich-iannone in #172

Full Changelog: v0.9.1...v0.9.2

v0.9.1

New Features

• Added the rows_complete() validation method, by @rich-iannone in #171

Full Changelog: v0.9.0...v0.9.1