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PERF: avoid is_bool_indexer check where possible #31399

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merged 3 commits into from
Feb 4, 2020
Merged

PERF: avoid is_bool_indexer check where possible #31399

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PERF: avoid is_bool_indexer check where possible
jbrockmendel Jan 28, 2020
7f40aa0
Merge branch 'master' of https://github.com/pandas-dev/pandas into pe…
jbrockmendel Feb 2, 2020
42a5fb9
Merge branch 'master' of https://github.com/pandas-dev/pandas into pe…
jbrockmendel Feb 3, 2020
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49 changes: 27 additions & 22 deletions pandas/core/series.py
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Original file line number Diff line number Diff line change
Expand Up @@ -856,31 +856,36 @@ def __getitem__(self, key):
if key is Ellipsis:
return self

try:
result = self.index.get_value(self, key)
key_is_scalar = is_scalar(key)

return result
except InvalidIndexError:
pass
except (KeyError, ValueError):
if isinstance(key, tuple) and isinstance(self.index, MultiIndex):
# kludge
pass
elif com.is_bool_indexer(key):
if key_is_scalar or isinstance(self.index, MultiIndex):
# Otherwise index.get_value will raise InvalidIndexError
try:
result = self.index.get_value(self, key)
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return result
except InvalidIndexError:
pass
else:
except (KeyError, ValueError):
if isinstance(key, tuple) and isinstance(self.index, MultiIndex):
# kludge
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Such a comment is not really helpful if you don't explain the kludge ..

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agreed, but this comment is present in the status quo

pass
else:

# we can try to coerce the indexer (or this will raise)
new_key = self.index._convert_scalar_indexer(key, kind="getitem")
if type(new_key) != type(key):
return self.__getitem__(new_key)
raise
# we can try to coerce the indexer (or this will raise)
new_key = self.index._convert_scalar_indexer(key, kind="getitem")
if type(new_key) != type(key):
return self.__getitem__(new_key)
raise

if is_iterator(key):
key = list(key)
if not key_is_scalar:
# avoid expensive checks if we know we have a scalar
if is_iterator(key):
key = list(key)

if com.is_bool_indexer(key):
key = check_bool_indexer(self.index, key)
if com.is_bool_indexer(key):
key = check_bool_indexer(self.index, key)
return self._get_values(key)

return self._get_with(key)

Expand Down Expand Up @@ -913,6 +918,8 @@ def _get_with(self, key):
else:
key_type = lib.infer_dtype(key, skipna=False)

# Note: The key_type == "boolean" case should be caught by the
# com.is_bool_indexer check in __getitem__
if key_type == "integer":
if self.index.is_integer() or self.index.is_floating():
return self.loc[key]
Expand All @@ -921,8 +928,6 @@ def _get_with(self, key):
return self.iloc[indexer]
else:
return self._get_values(key)
elif key_type == "boolean":
return self._get_values(key)

if isinstance(key, (list, tuple)):
# TODO: de-dup with tuple case handled above?
Expand Down