Quantco/dataframely v2.0.0

on GitHub

What's Changed

Check out the migration guide ♻️

⚠️ Breaking Changes

• Make @dy.rule decorator apply to classmethods by @borchero in #198
• Remove support for reading collection metadata from schema.json by @borchero in #201
• Rename sql_schema to sqlalchemy_columns and prefix all conversion functions with to_ by @borchero in #183
• Split allow_inf_nan rule on floats by @borchero in #182
• Rename filter_relationship_one_to_one to require_relationship_one_to_one and add drop_unique parameter by @delsner in #67
• Make columns non-nullable by default by @AndreasAlbertQC in #174
• Raise error on nullable primary key by @AndreasAlbertQC in #173
• Rename primary_keys to primary_key by @borchero in #85
• Discontinue most parts of mypy plugin by @delsner in #103

✨ New Features

• Introduce lazy validation by @borchero in #179
• Properly support S3 in IO functions by @borchero in #139
• Make columns non-nullable by default by @AndreasAlbertQC in #174
• Support Python 3.14 by @borchero in #176
• Raise error on nullable primary key by @AndreasAlbertQC in #173
• Include validation failure information in exception after sampling exceeded maximum iterations by @MoritzPotthoffQC in #167
• Validate overrides key consistency for schema sampling by @MoritzPotthoffQC in #165

🐞 Bug Fixes

• Replace \d with [0-9] in regexes to avoid sampling non-ascii digits by @delsner in #149

📚 Documentation

• Add remaining documentation for v2 by @borchero in #202
• Revamp documentation with pydata theme by @borchero in #200
• Fix build for readthedocs by @borchero in #197
• Allow to use single backticks for code snippets by @borchero in #196
• Add data sampling docs by @delsner in #192
• Clean up small issues in docs by @AndreasAlbertQC in #180
• Document SQL generation by @AndreasAlbertQC in #178
• Add label for Python 3.14 by @borchero in #177
• Add documentation for serialization feature by @AndreasAlbertQC in #172
• Add column metadata documentation by @delsner in #171
• Convert docs to markdown by @AndreasAlbertQC in #170

⚙️ Automation

• Make nightly CI work with new polars packaging by @AndreasAlbertQC in #164

🛠 Builds

• Build for CPython on osx-64 by @borchero in #204

📦 Refactorings

• Make @dy.rule decorator apply to classmethods by @borchero in #198
• Remove support for reading collection metadata from schema.json by @borchero in #201
• Rename sql_schema to sqlalchemy_columns and prefix all conversion functions with to_ by @borchero in #183
• Split allow_inf_nan rule on floats by @borchero in #182
• Rename filter_relationship_one_to_one to require_relationship_one_to_one and add drop_unique parameter by @delsner in #67
• Rename primary_keys to primary_key by @borchero in #85
• Discontinue most parts of mypy plugin by @delsner in #103

♻️ Chores

• Fix deprecation warnings in pixi.toml by @borchero in #199

Full Changelog: v1.14.0...v2.0.0