Partial PR04 errors fix

pandas/core/algorithms.py

@@ -563,7 +563,7 @@ def _factorize_array(values, na_sentinel=-1, size_hint=None,
  coerced to ndarrays before factorization.
  """),
  order=dedent("""\
- order
+ order : None
  .. deprecated:: 0.23.0
 
  This parameter has no effect and is deprecated.

pandas/core/generic.py

@@ -648,13 +648,15 @@ def transpose(self, *args, **kwargs):
  copy : boolean, default False
  Make a copy of the underlying data. Mixed-dtype data will
  always result in a copy
+ kwargs : Any additional keyword arguments will be passed as keywords to the function
 
  Returns
- -------
+ ----------
  y : same as input
+ asdadasd
 
  Examples
- --------
+ ----------
  >>> p.transpose(2, 0, 1)
  >>> p.transpose(2, 0, 1, copy=True)
  """

pandas/core/groupby/groupby.py

@@ -1835,7 +1835,7 @@ def rank(self, method='average', ascending=True, na_option='keep',
  The axis of the object over which to compute the rank.
 
  Returns
- -----
+ ----------
  DataFrame with ranking of values within each group
  """
  if na_option not in {'keep', 'top', 'bottom'}:

pandas/core/panel.py

@@ -1010,7 +1010,7 @@ def apply(self, func, axis='major', **kwargs):
  DataFrames of items & major axis will be passed
  axis : {'items', 'minor', 'major'}, or {0, 1, 2}, or a tuple with two
  axes
- Additional keyword arguments will be passed as keywords to the function
+ kwargs : Additional keyword arguments will be passed as keywords to the function
 
  Returns
  -------

pandas/core/resample.py

@@ -800,7 +800,7 @@ def std(self, ddof=1, *args, **kwargs):
  Parameters
  ----------
  ddof : integer, default 1
- degrees of freedom
+  degrees of freedom
  """
  nv.validate_resampler_func('std', args, kwargs)
  return self._downsample('std', ddof=ddof)

pandas/io/formats/style.py

@@ -424,9 +424,10 @@ def render(self, **kwargs):
 
  Parameters
  ----------
- `**kwargs` : Any additional keyword arguments are passed through
- to ``self.template.render``. This is useful when you need to provide
- additional variables for a custom template.
+ kwargs : Any additional keyword arguments
+ keywords are passed throught o ``self.template.render``.
+ This is useful when you need to provide
+ additional variables for a custom template.
 
  .. versionadded:: 0.20
 

pandas/io/parquet.py

@@ -271,7 +271,7 @@ def read_parquet(path, engine='auto', columns=None, **kwargs):
  ``io.parquet.engine`` is used. The default ``io.parquet.engine``
  behavior is to try 'pyarrow', falling back to 'fastparquet' if
  'pyarrow' is unavailable.
- kwargs are passed to the engine
+ kwargs: Any additional kwargs are passed to the engine
 
  Returns
  -------

scripts/validate_docstrings.py

@@ -543,7 +543,7 @@ def validate_pep8(self):
  application = flake8.main.application.Application()
  application.initialize(["--quiet"])
 
- with tempfile.NamedTemporaryFile(mode='w') as file:
+ with tempfile.NamedTemporaryFile(mode='w', encoding="utf-8") as file:
  file.write(content)
  file.flush()
  application.run_checks([file.name])