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DOC: update docstring validation script #19960

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Merged
merged 5 commits into from
Mar 2, 2018
Merged

DOC: update docstring validation script #19960

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dfc522f
Don't print error if there are no parameters
jorisvandenbossche Mar 2, 2018
5020d8f
fix signature for classes
jorisvandenbossche Mar 2, 2018
2a1e89e
add check for mentions of NDFrame or IndexOpsMixin
jorisvandenbossche Mar 2, 2018
7a71c22
use pydoc.getdoc to get the docstring (handles indentation)
jorisvandenbossche Mar 2, 2018
9e436e5
updates
jorisvandenbossche Mar 2, 2018
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27 changes: 22 additions & 5 deletions scripts/validate_docstrings.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@
import inspect
import importlib
import doctest
import textwrap
import pydoc
try:
from io import StringIO
except ImportError:
Expand All @@ -39,6 +39,9 @@
from numpydoc.docscrape import NumpyDocString


PRIVATE_CLASSES = ['NDFrame', 'IndexOpsMixin']


def _to_original_callable(obj):
while True:
if inspect.isfunction(obj) or inspect.isclass(obj):
Expand Down Expand Up @@ -72,8 +75,7 @@ class Docstring:
def __init__(self, method_name, method_obj):
self.method_name = method_name
self.method_obj = method_obj
self.raw_doc = method_obj.__doc__ or ''
self.raw_doc = textwrap.dedent(self.raw_doc)
self.raw_doc = pydoc.getdoc(method_obj)
self.doc = NumpyDocString(self.raw_doc)

def __len__(self):
Expand Down Expand Up @@ -127,7 +129,12 @@ def doc_parameters(self):

@property
def signature_parameters(self):
if not inspect.isfunction(self.method_obj):
if not (inspect.isfunction(self.method_obj)
or inspect.isclass(self.method_obj)):
return tuple()
if (inspect.isclass(self.method_obj)
and self.method_name.split('.')[-1] in {'dt', 'str', 'cat'}):
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Is it difficult to find the accessors that have been registered, instead of hardcoding them here? So we don't need to remember to change this when a new accessor is created.

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Yeah, I was looking into the class (eg that I could check they inherit from a base Accessor class, but that's not consistent between them).
So not really sure there is a better way, but totally agree it is not ideal.

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Actually, there is a _accessors attribute. But not fully sure to what extent we can rely on that.

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The problem is then that I need to get the class (eg Series in case of pandas.Series.dt), which is also difficult to introspect. So maybe the easiest is to leave it as is.

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Sure, it's quite useful as it is, we can improve it in the future if we find a way.

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FYI: #19963

I think isinstance(object.__getattribute__(self, method_obj.__name__), CachedAccessor) might have done it, But having an official registry is better :)

# accessor classes have a signature, but don't want to show this
return tuple()
params = tuple(inspect.signature(self.method_obj).parameters.keys())
if params and params[0] in ('self', 'cls'):
Expand All @@ -149,7 +156,8 @@ def parameter_mismatches(self):
extra = set(doc_params) - set(signature_params)
if extra:
errs.append('Unknown parameters {!r}'.format(extra))
if not missing and not extra and signature_params != doc_params:
if (not missing and not extra and signature_params != doc_params
and not (not signature_params and not doc_params)):
errs.append('Wrong parameters order. ' +
'Actual: {!r}. '.format(signature_params) +
'Documented: {!r}'.format(doc_params))
Expand Down Expand Up @@ -180,6 +188,10 @@ def deprecated(self):
bool(pattern.search(self.summary)) or
bool(pattern.search(self.extended_summary)))

@property
def mentioned_private_classes(self):
return [klass for klass in PRIVATE_CLASSES if klass in self.raw_doc]

@property
def examples_errors(self):
flags = doctest.NORMALIZE_WHITESPACE | doctest.IGNORE_EXCEPTION_DETAIL
Expand Down Expand Up @@ -311,6 +323,11 @@ def validate_one(func_name):
for param_err in param_errs:
errs.append('\t{}'.format(param_err))

mentioned_errs = doc.mentioned_private_classes
if mentioned_errs:
errs.append('Private classes ({}) should not be mentioned in public '
'docstring.'.format(mentioned_errs))

examples_errs = ''
if not doc.examples:
errs.append('No examples section found')
Expand Down