8

我有一个开源包,其中包含许多不同子模块上的类。所有类都有方法fittransform,并fit_transform从 sklearn 继承。所有类都有跟随 numpydoc 的文档字符串,带有子标题参数、属性、注释、另见和方法,我在其中列出fit和. 我复制一个类的例子:transformfit_transform

class DropFeatures(BaseEstimator, TransformerMixin):
    """
    Some description.

    Parameters
    ----------
    features_to_drop : str or list, default=None
        Variable(s) to be dropped from the dataframe

    Methods
    -------
    fit
    transform
    fit_transform
    """

    def __init__(self, features_to_drop: List[Union[str, int]]):

        some init parameters

    def fit(self, X: pd.DataFrame, y: pd.Series = None):
        """
        This transformer does not learn any parameter.

        Verifies that the input X is a pandas dataframe, and that the variables to
        drop exist in the training dataframe.

        Parameters
        ----------
        X : pandas dataframe of shape = [n_samples, n_features]
            The input dataframe
        y : pandas Series, default = None
            y is not needed for this transformer. You can pass y or None.

        Returns
        -------
        self
        """
        some functionality

        return self

    def transform(self, X: pd.DataFrame):
        """
        Drop the variable or list of variables from the dataframe.

        Parameters
        ----------
        X : pandas dataframe
            The input dataframe from which features will be dropped

        Returns
        -------
        X_transformed : pandas dataframe,
            shape = [n_samples, n_features - len(features_to_drop)]
            The transformed dataframe with the remaining subset of variables.

        """

        some more functionality

        return X

在 Sphinx 的 conf.py 中,我包括:

extensions = [
    "sphinx.ext.autodoc",  # Core Sphinx library for auto html doc generation from docstrings
    "sphinx.ext.autosummary",  # Create neat summary tables for modules/classes/methods etc
    "sphinx.ext.intersphinx",  # Link to other project's documentation (see mapping below)
    "sphinx_autodoc_typehints",  # Automatically document param types (less noise in class signature)
    "numpydoc",
    "sphinx.ext.linkcode",
] 


numpydoc_show_class_members = False


# generate autosummary even if no references
autosummary_generate = True
autosummary_imported_members = True

当我使用 构建文档 sphinx-build -b html docs build时,文档构建得非常好,但是每个类我收到 3 个警告,每个方法一个,上面写着:

warning: autosummary: stub file not found for the methods of the class. check your autosummary_generate settings

我已经用尽了我所有的搜索资源,我准备放弃了。有人知道如何防止该警告或如何使狮身人面像不将其打印到控制台吗?

我附上了错误的副本,如果需要,我可以提供指向 repo 的 PR 链接

在此处输入图像描述

4

2 回答 2

7

好的,3天后,我搞定了。秘诀是在“方法”标题后的文档字符串中添加简短描述,而不是像我一样将它们留空。

所以:

class DropFeatures(BaseEstimator, TransformerMixin):

        Some description.
    
        Parameters
        ----------
        features_to_drop : str or list, default=None
            Variable(s) to be dropped from the dataframe
    
        Methods
        -------
        fit:
           some description
        transform:
          some description
        fit_transform:
          some description
于 2020-12-08T16:37:00.540 回答
4

在我的情况下,文件夹中的以下添加setup.py删除doc了警告:

numpydoc_show_class_members = False 

添加方法将方法限制为固定列表,这不是我想要的行为。

于 2021-02-10T15:28:18.507 回答