def test_match_substring():
arr = pa.array(["ab", "abc", "ba", None])
result = pc.match_substring(arr, "ab")
expected = pa.array([True, True, False, None])
assert expected.equals(result)
arr = pa.array(["áB", "Ábc", "ba", None])
result = pc.match_substring(arr, "áb", ignore_case=True)
expected = pa.array([True, True, False, None])
assert expected.equals(result)
result = pc.match_substring(arr, "áb", ignore_case=False)
expected = pa.array([False, False, False, None])
assert expected.equals(result)
result = lib.map_infer_mask(arr,
f,
mask.view("uint8"),
convert=False,
na_value=na_value)
return self._from_sequence(result)
else:
# This is when the result type is object. We reach this when
# -> We know the result type is truly object (e.g. .encode returns bytes
# or .findall returns a list).
# -> We don't know the result type. E.g. `.get` can return anything.
return lib.map_infer_mask(arr, f, mask.view("uint8"))
def _str_contains(self, pat, case=True, flags=0, na=np.nan, regex=True):
if not regex and case:
result = pc.match_substring(self._data, pat)
result = BooleanDtype().__from_arrow__(result)
if not isna(na):
result[isna(result)] = bool(na)
return result
else:
return super()._str_contains(pat, case, flags, na, regex)
def _str_startswith(self, pat, na=None):
if hasattr(pc, "match_substring_regex"):
result = pc.match_substring_regex(self._data, "^" + re.escape(pat))
result = BooleanDtype().__from_arrow__(result)
if not isna(na):
result[isna(result)] = bool(na)
return result
else:
pat,
case=True,
flags=0,
na=np.nan,
regex: bool = True):
if flags:
return super()._str_contains(pat, case, flags, na, regex)
if regex:
if pa_version_under4p0 or case is False:
return super()._str_contains(pat, case, flags, na, regex)
else:
result = pc.match_substring_regex(self._data, pat)
else:
if case:
result = pc.match_substring(self._data, pat)
else:
result = pc.match_substring(pc.utf8_upper(self._data),
pat.upper())
result = BooleanDtype().__from_arrow__(result)
if not isna(na):
result[isna(result)] = bool(na)
return result
def _str_startswith(self, pat: str, na=None):
if pa_version_under4p0:
return super()._str_startswith(pat, na)
pat = "^" + re.escape(pat)
return self._str_contains(pat, na=na, regex=True)
def test_match_substring():
arr = pa.array(["ab", "abc", "ba", None])
result = pc.match_substring(arr, "ab")
expected = pa.array([True, True, False, None])
assert expected.equals(result)
# Only available in pandas 1.2+
from pandas.core.strings.object_array import ObjectStringArrayMixin
class _IntermediateExtensionArray(ExtensionArray, ObjectStringArrayMixin):
pass
except ImportError:
class _IntermediateExtensionArray(ExtensionArray): # type: ignore
pass
class StringSupportingExtensionArray(_IntermediateExtensionArray):
def _str_contains(self, pat, case=True, flags=0, na=np.nan, regex=True):
if not regex and case and hasattr(pc, "match_substring"):
return type(self)(pc.match_substring(self.data, pat),
dtype=pa.bool_())
else:
return super()._str_contains(pat, case, flags, na, regex)
def _str_map(self, *args, **kwargs):
return type(self)(super()._str_map(*args, **kwargs))
def _str_startswith(self, pat, na=None):
# TODO: This is currently not implemented in Arrow but only directly in the fr_strx accessor.
return super()._str_startswith(pat, na)
def _str_endswith(self, pat, na=None):
# TODO: This is currently not implemented in Arrow but only directly in the fr_strx accessor.
return super()._str_endswith(pat, na)
# Only available in pandas 1.2+
from pandas.core.strings.object_array import ObjectStringArrayMixin
class _IntermediateExtensionArray(ExtensionArray, ObjectStringArrayMixin):
pass
except ImportError:
class _IntermediateExtensionArray(ExtensionArray): # type: ignore
pass
class StringSupportingExtensionArray(_IntermediateExtensionArray):
def _str_contains(self, pat, case=True, flags=0, na=np.nan, regex=True):
if not regex and case and hasattr(pc, "match_substring"):
return type(self)(pc.match_substring(self.data, pat), dtype=pa.bool_())
else:
return super()._str_contains(pat, case, flags, na, regex)
def _str_map(self, *args, **kwargs):
return type(self)(super()._str_map(*args, **kwargs))
def _str_startswith(self, pat, na=None):
# TODO: This is currently not implemented in Arrow but only directly in the fr_strx accessor.
return super()._str_startswith(pat, na)
def _str_endswith(self, pat, na=None):
# TODO: This is currently not implemented in Arrow but only directly in the fr_strx accessor.
return super()._str_endswith(pat, na)