release 0.6.0 #344
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release 0.6.0 #344
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cosmicBboy
commented
Dec 4, 2020
cosmicBboy
commented
- implement hypothesis strategies for generating synthetic data (implement hypothesis strategies for generating synthetic data #314)
- feature/dataframe-checks (feature/dataframe-checks #334)
- fix error in way schema errors are raised in check_types (fix error in way schema errors are raised in check_types #337)
- add pandera accessor to pandas objects (add pandera accessor to pandas objects #336)
- bugfix/lazy-error-dtype-coercion (bugfix/lazy-error-dtype-coercion #339)
- feature/str-dtype: introduce PandasDtype.STRING for pandas-native str type (feature/str-dtype: introduce PandasDtype.STRING for pandas-native str type #340)
- bugfix: check_io allows out=None (bugfix: check_io allows out=None #343)
Closed
Codecov Report
@@ Coverage Diff @@
## master #344 +/- ##
==========================================
+ Coverage 98.84% 99.05% +0.21%
==========================================
Files 20 21 +1
Lines 2242 2422 +180
==========================================
+ Hits 2216 2399 +183
+ Misses 26 23 -3
Continue to review full report at Codecov.
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* schemas can generate valid samples * implemented basic generation * implement register check strategy * implementations for built-in checks and register check strat * implement column, series, dataframe strategies * implement more tests * implement index/multiindex strategies, at built-in str tests * simplify string strategy tests * fix chained continuous tests * implement nullable strategies * address pylint issues * update environment, setup.py * add docstrings to new PandasDtype methods * null mask is the last strategy in index_strategy * address mypy and black errors * fix legacy pandas issue with nullable ints * skip complex256 tests with windows os * use SUPPORTED_DTYPES to control tested dtypes for os * fix multiindex strategy equality test * bugfix: test index/multiindex strategy type check * add back linux/osx tests * fix str strat tests, move BaseStrat error * improve test coverage * fix series schema pdtype test * add more teset coverage
* add support for dataframe check strategies * add support for coerce dtype on dataframe-level pandas_dtype * fix issue with type coercian in multiindex * add packaging to requirements-dev.txt * update travis ci spec with pandera-core env file * increase deadline of in_range strategy test * fix test_in_range_strategy * fix bugs in dataframe check and index tests * update conftest.py: reduce max examples to 100 * fix dataframe strategy * fix type error on windows * improve coverage
* bugfix: dtype coercion should be cause by lazy validation, update String documentation * improve test coverage * rebase onto dev
… type (#340) * add PandasDtype.STRING, remove PandasDtype.Str - changing the semantics of PandasDtype.String to map onto the pandas-native 'string' type would have caused backwards compatibility issues - revert changes from 2e2c5d7: remove PandasDtype.Str, and add a PandasDtype.STRING type for the pandas-native string type * fix docs * fix tests for legacy pandas
this diff replaces travis-ci with github actions for unit test CI
* support validating dataframes w/ duplicate columns * add test for multiindex duplicate names * increase coverage
* check fallback strategy, register custom checks * fix pylint errors * add test for usage in Field * fix pylint error: hypothesis * 100% coverage extensions module * increase deadline on test strategies * suppress health check on slow running tests
* add DataFrameSchema.ordered * fix ordered documentation * add support for MultiIndex.ordered * preserve duplicate indexes when converting multiiindex to df * increase code coverage * fix ordered with optional columns * add documentation of ordered Co-authored-by: cosmicBboy <niels.bantilan@gmail.com>
* update ci badge * add dev and prod build badge * revert
…354) * add documentation for strategies, check register, extensions * finish up documentation * fix pylint import error * mypy ignore type * update docs
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