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check lexsort in the 'lazy_sort_index' function (#566)

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* check lexsort

* check lexsort

* lexsort comment

* lexsort comment
This commit is contained in:
Mark Zhao
2021-08-25 18:07:30 +08:00
committed by GitHub
parent 1158472489
commit 25b771ddf1
2 changed files with 2 additions and 1 deletions
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qlib/utils/__init__.py
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@@ -740,7 +740,8 @@ def lazy_sort_index(df: pd.DataFrame, axis=0) -> pd.DataFrame:
sorted dataframe sorted dataframe
""" """
idx = df.index if axis == 0 else df.columns idx = df.index if axis == 0 else df.columns
if idx.is_monotonic_increasing: # NOTE: MultiIndex.is_lexsorted() is a deprecated method in Pandas 1.3.0 and is suggested to be replaced by MultiIndex.is_monotonic_increasing (see discussion here: https://github.com/pandas-dev/pandas/issues/32259). However, in case older versions of Pandas is implemented, MultiIndex.is_lexsorted() is necessary to prevent certain fatal errors.
if idx.is_monotonic_increasing and not (isinstance(idx, pd.MultiIndex) and not idx.is_lexsorted()):
return df return df
else: else:
return df.sort_index(axis=axis) return df.sort_index(axis=axis)