AttributeError: np.PINF was removed in the NumPy 2.0 release. Use np.inf instead. #1088
Description
The problem:
I am using the extract_features function
settings = MinimalFCParameters()
feat = extract_features(df_prices.iloc[0:n_day],
column_id='Id',
default_fc_parameters=settings,
impute_function=impute, disable_progressbar=True)
and I've got the following error:
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
Cell In[10], line 2
1 settings = MinimalFCParameters()
----> 2 feat = extract_features(df_prices.iloc[0:n_day],
3 column_id='Id',
4 default_fc_parameters=settings,
5 impute_function=impute, disable_progressbar=True)
File [~\AppData\Local\anaconda3\envs\xbg\lib\site-packages\tsfresh\feature_extraction\extraction.py:182](http://localhost:8889/lab/tree/notebook/~/AppData/Local/anaconda3/envs/xbg/lib/site-packages/tsfresh/feature_extraction/extraction.py#line=181), in extract_features(timeseries_container, default_fc_parameters, kind_to_fc_parameters, column_id, column_sort, column_kind, column_value, chunksize, n_jobs, show_warnings, disable_progressbar, impute_function, profile, profiling_filename, profiling_sorting, distributor, pivot)
180 # Impute the result if requested
181 if impute_function is not None:
--> 182 impute_function(result)
184 # Turn off profiling if it was turned on
185 if profile:
File [~\AppData\Local\anaconda3\envs\xbg\lib\site-packages\tsfresh\utilities\dataframe_functions.py:73](http://localhost:8889/lab/tree/notebook/~/AppData/Local/anaconda3/envs/xbg/lib/site-packages/tsfresh/utilities/dataframe_functions.py#line=72), in impute(df_impute)
70 return df_impute
72 col_to_max, col_to_min, col_to_median = get_range_values_per_column(df_impute)
---> 73 df_impute = impute_dataframe_range(df_impute, col_to_max, col_to_min, col_to_median)
75 # Ensure a type of "np.float64"
76 df_impute.astype(np.float64, copy=False)
File [~\AppData\Local\anaconda3\envs\xbg\lib\site-packages\tsfresh\utilities\dataframe_functions.py:168](http://localhost:8889/lab/tree/notebook/~/AppData/Local/anaconda3/envs/xbg/lib/site-packages/tsfresh/utilities/dataframe_functions.py#line=167), in impute_dataframe_range(df_impute, col_to_max, col_to_min, col_to_median)
163 col_to_min = pd.DataFrame([col_to_min] * len(df_impute), index=df_impute.index)
164 col_to_median = pd.DataFrame(
165 [col_to_median] * len(df_impute), index=df_impute.index
166 )
--> 168 df_impute.where(df_impute.values != np.PINF, other=col_to_max, inplace=True)
169 df_impute.where(df_impute.values != np.NINF, other=col_to_min, inplace=True)
170 df_impute.where(~np.isnan(df_impute.values), other=col_to_median, inplace=True)
File [~\AppData\Local\anaconda3\envs\xbg\lib\site-packages\numpy\__init__.py:411](http://localhost:8889/lab/tree/notebook/~/AppData/Local/anaconda3/envs/xbg/lib/site-packages/numpy/__init__.py#line=410), in __getattr__(attr)
408 raise AttributeError(__former_attrs__[attr])
410 if attr in __expired_attributes__:
--> 411 raise AttributeError(
412 f"`np.{attr}` was removed in the NumPy 2.0 release. "
413 f"{__expired_attributes__[attr]}"
414 )
416 if attr == "chararray":
417 warnings.warn(
418 "`np.chararray` is deprecated and will be removed from "
419 "the main namespace in the future. Use an array with a string "
420 "or bytes dtype instead.", DeprecationWarning, stacklevel=2)
AttributeError: `np.PINF` was removed in the NumPy 2.0 release. Use `np.inf` instead.
Anything else we need to know?:
Environment:
- Python version: 3.10.14
- Operating System: Microsoft Windows 11
- tsfresh version: 0.20.2
- Install method (conda, pip, source): pip