Typedspark

What's Changed
* Improve the error message when a column is missing from the schema by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/216
* Update dependency black to v23.11.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/219
* Update dependency pyright to v1.1.335 by renovate in https://github.com/kaiko-ai/typedspark/pull/220
* Introduce DataSetImplements by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/146
* fix DataSetImplements such that we can use functools.reduce again by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/221

**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.1.3...1.2.1

We've yanked this release due to unexpected interaction with `functools.reduce()` that we caught right after releasing it. If you're here, version 1.2.1 is the version you're most likely looking for!

What's Changed
* Improve the error message when a column is missing from the schema by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/216
* Update dependency black to v23.11.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/219
* Update dependency pyright to v1.1.335 by renovate in https://github.com/kaiko-ai/typedspark/pull/220
* Introduce DataSetImplements by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/146


**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.1.3...1.2.0

What's Changed
* Add test to cover the counter in register_schema_to_dataset method by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/213


**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.1.2...1.1.3

What's Changed
* Update dependency pyright to v1.1.328 by renovate in https://github.com/kaiko-ai/typedspark/pull/185
* Update dependency pyspark to v3.5.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/186
* Update to spark 3.5.0 by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/187
* Update dependency pyright to v1.1.329 by renovate in https://github.com/kaiko-ai/typedspark/pull/188
* Update dependency pandas-stubs to v2.1.1.230928 by renovate in https://github.com/kaiko-ai/typedspark/pull/189
* Update dependency pylint to v2.17.7 by renovate in https://github.com/kaiko-ai/typedspark/pull/190
* Update dependency chispa to v0.9.4 by renovate in https://github.com/kaiko-ai/typedspark/pull/191
* Update dependency pylint to v3 by renovate in https://github.com/kaiko-ai/typedspark/pull/192
* Update dependency coverage to v7.3.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/193
* Add videos to README by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/194
* Fix README by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/195
* Black format notebooks by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/196
* Update dependency pylint to v3.0.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/197
* Update dependency pyright to v1.1.330.post0 by renovate in https://github.com/kaiko-ai/typedspark/pull/198
* Update precommit hook version in requirements-dev.txt by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/199
* Update dependency mypy to v1.6.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/200
* Update dependency pyright to v1.1.331 by renovate in https://github.com/kaiko-ai/typedspark/pull/201
* Update dependency pre-commit to v3.5.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/202
* Update dependency black to v23.10.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/204
* Update dependency mypy to v1.6.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/205
* Update dependency pyright to v1.1.332 by renovate in https://github.com/kaiko-ai/typedspark/pull/206
* Add Python 3.12 to ci/cd by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/203
* Update dependency pylint to v3.0.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/207
* Update dependency black to v23.10.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/208
* Update dependency pytest to v7.4.3 by renovate in https://github.com/kaiko-ai/typedspark/pull/209
* Update dependency pyright to v1.1.333 by renovate in https://github.com/kaiko-ai/typedspark/pull/210
* Update dependency pandas to v2.1.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/214
* Support self-joins in typedspark by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/211
* Make spark param in Catalogs() optional by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/212
* Update dependency nbconvert to v7.10.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/215
* Update dependency pyright to v1.1.334 by renovate in https://github.com/kaiko-ai/typedspark/pull/217
* Update dependency nbconvert to v7.11.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/218


**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.1.1...1.1.2

What's Changed
* Update dependency setuptools to v68.2.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/178
* Update dependency sphinx to v7.2.6 by renovate in https://github.com/kaiko-ai/typedspark/pull/179
* Update dependency pyright to v1.1.327 by renovate in https://github.com/kaiko-ai/typedspark/pull/180
* Update dependency typing-extensions to <=4.8.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/181
* Update dependency pandas to v2.1.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/182
* Update dependency pylint to v2.17.6 by renovate in https://github.com/kaiko-ai/typedspark/pull/183
* Change `db.spark_catalog.database.table.load()` into `db.spark_catalog.database.table()` by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/184


**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.1.0...1.1.1

What's Changed
* Update dependency pyright to v1.1.321 by renovate in https://github.com/kaiko-ai/typedspark/pull/142
* Update dependency mypy to v1.5.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/143
* Update dependency pyright to v1.1.322 by renovate in https://github.com/kaiko-ai/typedspark/pull/144
* Update dependency coverage to v7.3.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/145
* Update dependency pandas-stubs to v2.0.3.230814 by renovate in https://github.com/kaiko-ai/typedspark/pull/147
* Update dependency setuptools to v68.1.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/148
* Update dependency types-setuptools to v68.1.0.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/149
* Update dependency pyright to v1.1.323 by renovate in https://github.com/kaiko-ai/typedspark/pull/150
* Update dependency mypy to v1.5.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/151
* Update dependency setuptools to v68.1.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/152
* Update dependency sphinx-rtd-theme to v1.3.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/153
* Update dependency sphinx to v7 by renovate in https://github.com/kaiko-ai/typedspark/pull/154
* Update dependency pyright to v1.1.324 by renovate in https://github.com/kaiko-ai/typedspark/pull/155
* Update dependency sphinx to v7.2.3 by renovate in https://github.com/kaiko-ai/typedspark/pull/156
* Update dependency nbsphinx to v0.9.3 by renovate in https://github.com/kaiko-ai/typedspark/pull/158
* Update dependency sphinx to v7.2.4 by renovate in https://github.com/kaiko-ai/typedspark/pull/159
* Add autoflake to requirements-dev by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/160
* Update dependency pandas to v2.1.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/161
* Update dependency types-setuptools to v68.1.0.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/163
* Update dependency sphinx to v7.2.5 by renovate in https://github.com/kaiko-ai/typedspark/pull/164
* Update dependency autoflake to v2.2.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/165
* Update dependency pyright to v1.1.325 by renovate in https://github.com/kaiko-ai/typedspark/pull/162
* Update dependency pytest to v7.4.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/166
* Update actions/checkout action to v4 by renovate in https://github.com/kaiko-ai/typedspark/pull/167
* Update dependency coverage to v7.3.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/168
* Update dependency setuptools to v68.2.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/169
* Update dependency types-setuptools to v68.2.0.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/170
* Update dependency pyright to v1.1.326 by renovate in https://github.com/kaiko-ai/typedspark/pull/171
* Update dependency pytest to v7.4.2 by renovate in https://github.com/kaiko-ai/typedspark/pull/173
* Update dependency chispa to v0.9.3 by renovate in https://github.com/kaiko-ai/typedspark/pull/174
* Update dependency black to v23.9.0 by renovate in https://github.com/kaiko-ai/typedspark/pull/175
* Update dependency black to v23.9.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/176
* Update dependency setuptools to v68.2.1 by renovate in https://github.com/kaiko-ai/typedspark/pull/177
* Deal with ambiguous columns in transform_to_schema() by nanne-aben in https://github.com/kaiko-ai/typedspark/pull/172


**Full Changelog**: https://github.com/kaiko-ai/typedspark/compare/1.0.19...1.1.0