Docs/scaling - Bring Pandera to Spark and Dask #588
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Sorry, this PR became a mess because I changed the branch to dev. Will re-open. |
Codecov Report
@@ Coverage Diff @@
## dev #588 +/- ##
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+ Coverage 98.55% 98.73% +0.18%
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Files 26 29 +3
Lines 3257 3327 +70
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+ Hits 3210 3285 +75
+ Misses 47 42 -5
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cosmicBboy
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Aug 26, 2021
cosmicBboy
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Sep 5, 2021
* add support for Any annotation in schema model (#594) * add support for Any annotation in schema model the motivation behind this feature is to support column annotations that can have any type, to support use cases like the one described in #592, where custom checks can be applied to any column except for ones that are explicitly defined in the schema model class attributes * update pylint, fix lint * Docs/scaling - Bring Pandera to Spark and Dask (#588) * scaling.rst * edited conf * finished first pass * removing FugueWorkflow * Update index.rst * Update docs/source/scaling.rst Co-authored-by: Niels Bantilan <[email protected]> * add support for timezone-aware datetime strategies * fix le/ge strategies with datetime * fix mypy errors Co-authored-by: Niels Bantilan <[email protected]> Co-authored-by: Kevin Kho <[email protected]>
cosmicBboy
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Sep 9, 2021
* Unique keyword arg (#580) * add copy button to docs (#448) * Add missing inplace arg to SchemaModel's validate (#450) * link documentation to github (#449) Co-authored-by: Niels Bantilan <[email protected]> * intermediate commit for review by @cosmicBboy * link documentation to github (#449) Co-authored-by: Niels Bantilan <[email protected]> * intermediate commit for review by @cosmicBboy * WIP * fix test errors, re-factor allow_duplicates handling * fix io tests * fix docs, remove _allow_duplicates private var * update unique type signature in strategies * completing tests for setters and lazy evaluation of unique kw * small fix for the linting errors * support dataframe-level uniqueness in strategies * add docs, fix error formatting, add multiindex support Co-authored-by: Jean-Francois Zinque <[email protected]> Co-authored-by: tfwillems <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: fkroll8 <[email protected]> * Add support for timezone-aware datetime strategies (#595) * add support for Any annotation in schema model (#594) * add support for Any annotation in schema model the motivation behind this feature is to support column annotations that can have any type, to support use cases like the one described in #592, where custom checks can be applied to any column except for ones that are explicitly defined in the schema model class attributes * update pylint, fix lint * Docs/scaling - Bring Pandera to Spark and Dask (#588) * scaling.rst * edited conf * finished first pass * removing FugueWorkflow * Update index.rst * Update docs/source/scaling.rst Co-authored-by: Niels Bantilan <[email protected]> * add support for timezone-aware datetime strategies * fix le/ge strategies with datetime * fix mypy errors Co-authored-by: Niels Bantilan <[email protected]> Co-authored-by: Kevin Kho <[email protected]> * support frictionless primary keys with multiple fields Co-authored-by: Jean-Francois Zinque <[email protected]> Co-authored-by: tfwillems <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: Kevin Kho <[email protected]>
cosmicBboy
added a commit
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Sep 10, 2021
* Unique keyword arg (#580) * add copy button to docs (#448) * Add missing inplace arg to SchemaModel's validate (#450) * link documentation to github (#449) Co-authored-by: Niels Bantilan <[email protected]> * intermediate commit for review by @cosmicBboy * link documentation to github (#449) Co-authored-by: Niels Bantilan <[email protected]> * intermediate commit for review by @cosmicBboy * WIP * fix test errors, re-factor allow_duplicates handling * fix io tests * fix docs, remove _allow_duplicates private var * update unique type signature in strategies * completing tests for setters and lazy evaluation of unique kw * small fix for the linting errors * support dataframe-level uniqueness in strategies * add docs, fix error formatting, add multiindex support Co-authored-by: Jean-Francois Zinque <[email protected]> Co-authored-by: tfwillems <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: fkroll8 <[email protected]> * Add support for timezone-aware datetime strategies (#595) * add support for Any annotation in schema model (#594) * add support for Any annotation in schema model the motivation behind this feature is to support column annotations that can have any type, to support use cases like the one described in #592, where custom checks can be applied to any column except for ones that are explicitly defined in the schema model class attributes * update pylint, fix lint * Docs/scaling - Bring Pandera to Spark and Dask (#588) * scaling.rst * edited conf * finished first pass * removing FugueWorkflow * Update index.rst * Update docs/source/scaling.rst Co-authored-by: Niels Bantilan <[email protected]> * add support for timezone-aware datetime strategies * fix le/ge strategies with datetime * fix mypy errors Co-authored-by: Niels Bantilan <[email protected]> Co-authored-by: Kevin Kho <[email protected]> * schemas with multi-index columns correctly report errors (#600) fixes #589 * strategies module supports undefined checks in regex columns (#599) * Add support for empty data type annotation in SchemaModel (#602) * remove artifacts of py3.6 support * add support for empty data type annotation in SchemaModel * fix frictionless version in dev dependencies * fix setuptools version instead of frictionless * fix setuptools pinning * remove frictionless from core pandera deps (#609) * support frictionless primary keys with multiple fields (#608) * fix validation of check raising error without message (#613) * docs/requirements.txt pin setuptools (#611) * bump version 0.7.1 Co-authored-by: Jean-Francois Zinque <[email protected]> Co-authored-by: tfwillems <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: fkroll8 <[email protected]> Co-authored-by: Kevin Kho <[email protected]>
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Hi @cosmicBboy,
Here is a first pass of the
scaling.rstwe talked about. Here, we show how to scalepanderacode toSparkandDaskusing Fugue. Thanks for agreeing to collaborate. Feedback is appreciated.I don't know if you want to take it from here and find a place for this but @goodwanghan and I can also take care of making changes from your feedback. Just let us know.