pypi pandera 0.1.1
Improve error reporting, add coerce option

latest releases: 0.11.0, 0.11.0b1, 0.11.0b0...
3 years ago

This release adds two new features to pandera.

Improved error reporting

Now failure cases in column checks are displayed in a much more compact format,
where the failure cases, the index of the dataframe where those failures occur, and the
count of failure cases are shown to the user, e.g.

# failure cases:
#              index  count
# failure_case
# foo1           [0]      1
# foo2           [1]      1
# foo3           [2]      1

Coerce option in DataFrameSchema and Column

Now the user can coerce the dataframe when calling schema.validate so that
the columns are cast into the expected data-type before performing Checks.

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