def __getitem__(self, i):
"""This operation returns either a single value or a subview. Examples:
>>> m = matrix(array=[[1.,2.,3.],[4.,5.,6.],[7.,8.,9.]])
>>> m[1] # row 1
vector(dtype=float64, shape=(3), data=[4.,5.,6.])
>>> m[:,1] # column 1
vector(dtype=float64, shape=(3), data=[2.,5.,8.])
>>> m[0,0] # element (0,0)
1.0
>>> m[0:2,0:3:2] # a submatrix
matrix(dtype=float64, shape=(2,2)
[[1.0, 3.0],
[4.0, 6.0]])
"""
if type(i) != tuple:
# must be a row accessor
if isinstance(i, slice):
return matrix(
block=_block.subblock(self.block, (i, slice(0, None))))
else:
return vector(block=self.block.row(i))
assert len(i) == 2
if isinstance(i[0], slice) and isinstance(i[1], slice):
return matrix(block=_block.subblock(self.block, i))
elif isinstance(i[0], slice):
return vector(
block=_block.subblock(self.block.col(i[1]), (i[0], )))
elif isinstance(i[1], slice):
return vector(
block=_block.subblock(self.block.row(i[0]), (i[1], )))
else:
return self.block.get(i[0], i[1])
def __getitem__(self, i):
"""This operation returns either a single value or a subview. Examples:
>>> m = matrix(array=[[1.,2.,3.],[4.,5.,6.],[7.,8.,9.]])
>>> m[1] # row 1
vector(dtype=float64, shape=(3), data=[4.,5.,6.])
>>> m[:,1] # column 1
vector(dtype=float64, shape=(3), data=[2.,5.,8.])
>>> m[0,0] # element (0,0)
1.0
>>> m[0:2,0:3:2] # a submatrix
matrix(dtype=float64, shape=(2,2)
[[1.0, 3.0],
[4.0, 6.0]])
"""
if type(i) != tuple:
# must be a row accessor
if isinstance(i, slice):
return matrix(block=_block.subblock(self.block, (i,slice(0,None))))
else:
return vector(block=self.block.row(i))
assert len(i) == 2
if isinstance(i[0], slice) and isinstance(i[1], slice):
return matrix(block=_block.subblock(self.block, i))
elif isinstance(i[0], slice):
return vector(block=_block.subblock(self.block.col(i[1]), (i[0],)))
elif isinstance(i[1], slice):
return vector(block=_block.subblock(self.block.row(i[0]), (i[1],)))
else:
return self.block.get(i[0], i[1])
def __setitem__(self, i, value):
"""Assign to a single value or a subvector, depending on the type of 'i'. Examples:
>>> v = vector(array=[1.,2.,3.,4.])
>>> v[1] = 42.
>>> v
vector(dtype=float64, shape=(4) data=[1.0, 42., 3.0, 4.0])
>>> v[0:4:2] = 42.
>>> v
vector(dtype=float64, shape=(4) data=[42.0, 42.0, 42.0, 4.0])
"""
if isinstance(value, vector):
value = value.block
if isinstance(i, slice):
_block.subblock(self.block, (i,)).assign(value)
else:
self.block.put(i, value)
def __setitem__(self, i, value):
"""Assign to a single value or a subvector, depending on the type of 'i'. Examples:
>>> v = vector(array=[1.,2.,3.,4.])
>>> v[1] = 42.
>>> v
vector(dtype=float64, shape=(4) data=[1.0, 42., 3.0, 4.0])
>>> v[0:4:2] = 42.
>>> v
vector(dtype=float64, shape=(4) data=[42.0, 42.0, 42.0, 4.0])
"""
if isinstance(value, vector):
value = value.block
if isinstance(i, slice):
_block.subblock(self.block, (i, )).assign(value)
else:
self.block.put(i, value)
def __setitem__(self, i, value):
"""Assign to a single value or a subview. Examples:
>>> m = matrix(array=[[1.,2.,3.],[4.,5.,6.],[7.,8.,9.]])
>>> m[1] = 42. # row 1
>>> m
matrix(dtype=float64, shape=(3,3)
[[1.0, 2.0, 3.0],
[42.0, 42.0, 42.0],
[7.0, 8.0, 9.0]])
>>> m[:,1] = 7. # column 1
>>> m
matrix(dtype=float64, shape=(3,3)
[[1.0, 7.0, 3.0],
[42.0, 7.0, 42.0],
[7.0, 7.0, 9.0]])
>>> m[0,0] = 12. # element (0,0)
matrix(dtype=float64, shape=(3,3)
[[12.0, 7.0, 3.0],
[42.0, 7.0, 42.0],
[7.0, 7.0, 9.0]])
>>> m[0:2,0:3:2] = 13 # a submatrix
matrix(dtype=float64, shape=(3,3)
[[13.0, 7.0, 13.0],
[13.0, 7.0, 13.0],
[7.0, 7.0, 9.0]])
"""
if isinstance(value, (vector, matrix)):
value = value.block
if type(i) != tuple:
# must be a row accessor
if isinstance(i, slice):
_block.subblock(self.block, (i, slice(0, None))).assign(value)
else:
self.block.row(i).assign(value)
return
assert len(i) == 2
if isinstance(i[0], slice) and isinstance(i[1], slice):
if i[0] == slice(None) and i[1] == slice(None):
self.block.assign(value)
else:
_block.subblock(self.block, i).assign(value)
elif isinstance(i[0], slice):
_block.subblock(self.block.col(i[1]), (i[0], )).assign(value)
elif isinstance(i[1], slice):
_block.subblock(self.block.row(i[0]), (i[1], )).assign(value)
else:
self.block.put(i[0], i[1], value)
def __setitem__(self, i, value):
"""Assign to a single value or a subview. Examples:
>>> m = matrix(array=[[1.,2.,3.],[4.,5.,6.],[7.,8.,9.]])
>>> m[1] = 42. # row 1
>>> m
matrix(dtype=float64, shape=(3,3)
[[1.0, 2.0, 3.0],
[42.0, 42.0, 42.0],
[7.0, 8.0, 9.0]])
>>> m[:,1] = 7. # column 1
>>> m
matrix(dtype=float64, shape=(3,3)
[[1.0, 7.0, 3.0],
[42.0, 7.0, 42.0],
[7.0, 7.0, 9.0]])
>>> m[0,0] = 12. # element (0,0)
matrix(dtype=float64, shape=(3,3)
[[12.0, 7.0, 3.0],
[42.0, 7.0, 42.0],
[7.0, 7.0, 9.0]])
>>> m[0:2,0:3:2] = 13 # a submatrix
matrix(dtype=float64, shape=(3,3)
[[13.0, 7.0, 13.0],
[13.0, 7.0, 13.0],
[7.0, 7.0, 9.0]])
"""
if isinstance(value, (vector, matrix)):
value = value.block
if type(i) != tuple:
# must be a row accessor
if isinstance(i, slice):
_block.subblock(self.block, (i,slice(0,None))).assign(value)
else:
self.block.row(i).assign(value)
return
assert len(i) == 2
if isinstance(i[0], slice) and isinstance(i[1], slice):
if i[0] == slice(None) and i[1] == slice(None):
self.block.assign(value)
else:
_block.subblock(self.block, i).assign(value)
elif isinstance(i[0], slice):
_block.subblock(self.block.col(i[1]), (i[0],)).assign(value)
elif isinstance(i[1], slice):
_block.subblock(self.block.row(i[0]), (i[1],)).assign(value)
else:
self.block.put(i[0], i[1], value)
def __getitem__(self, i):
"""This operation returns either a single value or a subvector. Examples:
>>> v = vector(array=[1.,2.,3.,4.])
>>> v[1]
2.
>>> v[0:4:2]
vector(dtype=float64, shape=(2) data=[1.0, 3.0])
"""
if isinstance(i, slice):
return vector(block=_block.subblock(self.block, (i,)))
else:
return self.block.get(i)
def __getitem__(self, i):
"""This operation returns either a single value or a subvector. Examples:
>>> v = vector(array=[1.,2.,3.,4.])
>>> v[1]
2.
>>> v[0:4:2]
vector(dtype=float64, shape=(2) data=[1.0, 3.0])
"""
if isinstance(i, slice):
return vector(block=_block.subblock(self.block, (i, )))
else:
return self.block.get(i)