Convert the attributes of an object into a pandas DataFrame with information about each attribute.
Args:
obj: An object to inspect.
Returns:
A pandas DataFrame with the following columns:
- aa_attrb_name: The name of the attribute.
- aa_signature: The signature of the attribute.
- aa_attrb: The attribute itself.
- aa_doc: The docstring of the attribute.
- aa_annotations: The annotations of the attribute.
- aa_absfile: The absolute path of the file containing the attribute.
- aa_closurevars: The closure variables of the attribute.
- aa_unwrapped: The unwrapped attribute.
Raises:
None.from a_pandas_ex_inspect2df import inspect2df
import pandas as pd
print(inspect2df(pd)[:25].to_string(max_colwidth=30))
aa_attrb_name aa_signature aa_attrb aa_doc aa_annotations aa_absfile aa_closurevars aa_unwrapped
0 ArrowDtype (pyarrow_dtype: 'pa.DataTy... <class 'pandas.core.arrays... An ExtensionDtype for PyAr... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
1 BooleanDtype () <class 'pandas.core.arrays... Extension dtype for boolea... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
2 Categorical (values, categories=None, ... <class 'pandas.core.arrays... Represent a categorical va... {'_dtype': 'CategoricalDty... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
3 CategoricalDtype (categories=None, ordered:... <class 'pandas.core.dtypes... Type for categorical data ... {'type': 'type[Categorical... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.dtypes...
4 CategoricalIndex (data=None, categories=Non... <class 'pandas.core.indexe... Index based on an underlyi... {'codes': 'np.ndarray', 'c... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.indexe...
5 DataFrame (data=None, index: 'Axes |... <class 'pandas.core.frame.... Two-dimensional, size-muta... {'_accessors': 'set[str]',... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.frame....
6 DateOffset <NA> <class 'pandas._libs.tslib... Standard kind of date incr... {} c:\programdata\anaconda3\e... <NA> <class 'pandas._libs.tslib...
7 DatetimeIndex (data=None, freq: 'Frequen... <class 'pandas.core.indexe... Immutable ndarray-like of ... {'_data': 'DatetimeArray',... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.indexe...
8 DatetimeTZDtype (unit: 'str_type | Datetim... <class 'pandas.core.dtypes... An ExtensionDtype for time... {'type': 'type[Timestamp]'... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.dtypes...
9 ExcelFile (path_or_buffer, engine: '... <class 'pandas.io.excel._b... Class for parsing tabular ... {'_engines': 'Mapping[str,... c:\programdata\anaconda3\e... <NA> <class 'pandas.io.excel._b...
10 ExcelWriter (path: 'FilePath | WriteEx... <class 'pandas.io.excel._b... Class for writing DataFram... {'_engine': 'str', '_suppo... c:\programdata\anaconda3\e... <NA> <class 'pandas.io.excel._b...
11 Flags (obj, *, allows_duplicate_... <class 'pandas.core.flags.... Flags that apply to pandas... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.flags....
12 Float32Dtype () <class 'pandas.core.arrays... An ExtensionDtype for floa... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
13 Float64Dtype () <class 'pandas.core.arrays... An ExtensionDtype for floa... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
14 Grouper (*args, **kwargs) <class 'pandas.core.groupb... A Grouper allows the user ... {'sort': 'bool', 'dropna':... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.groupb...
15 HDFStore (path, mode: 'str' = 'a', ... <class 'pandas.io.pytables... Dict-like IO interface for... {'_handle': 'File | None',... c:\programdata\anaconda3\e... <NA> <class 'pandas.io.pytables...
16 Index (data=None, dtype=None, co... <class 'pandas.core.indexe... Immutable sequence used fo... {'_typ': 'str', '_data': '... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.indexe...
17 IndexSlice <NA> <pandas.core.indexing._Ind... Create an object to more e... <NA> <NA> <NA> <pandas.core.indexing._Ind...
18 Int16Dtype () <class 'pandas.core.arrays... An ExtensionDtype for int1... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
19 Int32Dtype () <class 'pandas.core.arrays... An ExtensionDtype for int3... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
20 Int64Dtype () <class 'pandas.core.arrays... An ExtensionDtype for int6... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
21 Int8Dtype () <class 'pandas.core.arrays... An ExtensionDtype for int8... {} c:\programdata\anaconda3\e... <NA> <class 'pandas.core.arrays...
22 Interval <NA> <class 'pandas._libs.inter... Immutable object implement... {} c:\programdata\anaconda3\e... <NA> <class 'pandas._libs.inter...
23 IntervalDtype (subtype=None, closed: 'st... <class 'pandas.core.dtypes... An ExtensionDtype for Inte... {'kind': 'str_type', '_cac... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.dtypes...
24 IntervalIndex (data, closed=None, dtype:... <class 'pandas.core.indexe... Immutable index of interva... {'closed': 'IntervalClosed... c:\programdata\anaconda3\e... <NA> <class 'pandas.core.indexe...