def find_first_value(
self, value: ScalarLike, closest: bool = False
) -> int:
"""
Returns offset of first value that matches. For monotonic
columns, returns the offset of the first larger value
if closest=True.
"""
value = to_cudf_compatible_scalar(value)
if not pd.api.types.is_number(value):
raise ValueError("Expected a numeric value")
found = 0
if len(self):
found = cudautils.find_first(
self.data_array_view, value, mask=self.mask
)
if found == -1 and self.is_monotonic and closest:
if value < self.min():
found = 0
elif value > self.max():
found = len(self)
else:
found = cudautils.find_first(
self.data_array_view, value, mask=self.mask, compare="gt",
)
if found == -1:
raise ValueError("value not found")
elif found == -1:
raise ValueError("value not found")
return found
def find_first_value(self, value, closest=False):
"""
Returns offset of first value that matches. For monotonic
columns, returns the offset of the first larger value
if closest=True.
"""
found = 0
if len(self):
found = cudautils.find_first(self.data_array_view,
value,
mask=self.mask)
if found == -1 and self.is_monotonic and closest:
if value < self.min():
found = 0
elif value > self.max():
found = len(self)
else:
found = cudautils.find_first(
self.data_array_view,
value,
mask=self.mask,
compare="gt",
)
if found == -1:
raise ValueError("value not found")
elif found == -1:
raise ValueError("value not found")
return found
def find_first_value(self, value):
"""
Returns offset of first value that matches
"""
found = cudautils.find_first(
self.data.mem,
value)
if found == -1:
raise ValueError('value not found')
return found
def find_first_value(self, value):
"""
Returns offset of first value that matches. For monotonic
columns, returns the offset of the first larger value.
"""
found = cudautils.find_first(self.data.mem, value)
if found == -1 and self.is_monotonic:
if value < self.min():
found = 0
elif value > self.max():
found = len(self)
else:
found = cudautils.find_first(self.data.mem,
value,
compare="gt")
if found == -1:
raise ValueError("value not found")
elif found == -1:
raise ValueError("value not found")
return found
