def seterr(all=None, divide=None, over=None, under=None, invalid=None):
"""Set how floating-point errors are handled.
Valid values for each type of error are the strings
"ignore", "warn", "raise", and "call". Returns the old settings.
If 'all' is specified, values that are not otherwise specified
will be set to 'all', otherwise they will retain their old
values.
Note that operations on integer scalar types (such as int16) are
handled like floating point, and are affected by these settings.
Example:
>>> seterr(over='raise') # doctest: +SKIP
{'over': 'ignore', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
>>> seterr(all='warn', over='raise') # doctest: +SKIP
{'over': 'raise', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
>>> int16(32000) * int16(3) # doctest: +SKIP
Traceback (most recent call last):
File "<stdin>", line 1, in ?
FloatingPointError: overflow encountered in short_scalars
>>> seterr(all='ignore') # doctest: +SKIP
{'over': 'ignore', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
"""
pyvals = umath.geterrobj()
old = geterr()
if divide is None:
divide = all or old["divide"]
if over is None:
over = all or old["over"]
if under is None:
under = all or old["under"]
if invalid is None:
invalid = all or old["invalid"]
maskvalue = (
(_errdict[divide] << SHIFT_DIVIDEBYZERO)
+ (_errdict[over] << SHIFT_OVERFLOW)
+ (_errdict[under] << SHIFT_UNDERFLOW)
+ (_errdict[invalid] << SHIFT_INVALID)
)
pyvals[1] = maskvalue
umath.seterrobj(pyvals)
return old
def setbufsize(size):
"""Set the size of the buffer used in ufuncs.
"""
if size > 10e6:
raise ValueError, "Buffer size, %s, is too big." % size
if size < 5:
raise ValueError, "Buffer size, %s, is too small." %size
if size % 16 != 0:
raise ValueError, "Buffer size, %s, is not a multiple of 16." %size
pyvals = umath.geterrobj()
old = getbufsize()
pyvals[0] = size
umath.seterrobj(pyvals)
return old
def setbufsize(size):
"""Set the size of the buffer used in ufuncs.
"""
if size > 10e6:
raise ValueError, "Buffer size, %s, is too big." % size
if size < 5:
raise ValueError, "Buffer size, %s, is too small." % size
if size % 16 != 0:
raise ValueError, "Buffer size, %s, is not a multiple of 16." % size
pyvals = umath.geterrobj()
old = getbufsize()
pyvals[0] = size
umath.seterrobj(pyvals)
return old
def seterr(all=None, divide=None, over=None, under=None, invalid=None):
"""Set how floating-point errors are handled.
Valid values for each type of error are the strings
"ignore", "warn", "raise", and "call". Returns the old settings.
If 'all' is specified, values that are not otherwise specified
will be set to 'all', otherwise they will retain their old
values.
Note that operations on integer scalar types (such as int16) are
handled like floating point, and are affected by these settings.
Example:
>>> seterr(over='raise') # doctest: +SKIP
{'over': 'ignore', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
>>> seterr(all='warn', over='raise') # doctest: +SKIP
{'over': 'raise', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
>>> int16(32000) * int16(3) # doctest: +SKIP
Traceback (most recent call last):
File "<stdin>", line 1, in ?
FloatingPointError: overflow encountered in short_scalars
>>> seterr(all='ignore') # doctest: +SKIP
{'over': 'ignore', 'divide': 'ignore', 'invalid': 'ignore', 'under': 'ignore'}
"""
pyvals = umath.geterrobj()
old = geterr()
if divide is None: divide = all or old['divide']
if over is None: over = all or old['over']
if under is None: under = all or old['under']
if invalid is None: invalid = all or old['invalid']
maskvalue = ((_errdict[divide] << SHIFT_DIVIDEBYZERO) +
(_errdict[over] << SHIFT_OVERFLOW) +
(_errdict[under] << SHIFT_UNDERFLOW) +
(_errdict[invalid] << SHIFT_INVALID))
pyvals[1] = maskvalue
umath.seterrobj(pyvals)
return old
def seterrcall(func):
"""Set the callback function used when a floating-point error handler
is set to 'call' or the object with a write method for use when
the floating-point error handler is set to 'log'
'func' should be a function that takes two arguments. The first is
type of error ("divide", "over", "under", or "invalid"), and the second
is the status flag (= divide + 2*over + 4*under + 8*invalid).
Returns the old handler.
"""
if func is not None and not callable(func):
if not hasattr(func, 'write') or not callable(func.write):
raise ValueError, "Only callable can be used as callback"
pyvals = umath.geterrobj()
old = geterrcall()
pyvals[2] = func
umath.seterrobj(pyvals)
return old
def geterr():
"""Get the current way of handling floating-point errors.
Returns a dictionary with entries "divide", "over", "under", and
"invalid", whose values are from the strings
"ignore", "print", "log", "warn", "raise", and "call".
"""
maskvalue = umath.geterrobj()[1]
mask = 7
res = {}
val = (maskvalue >> SHIFT_DIVIDEBYZERO) & mask
res['divide'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_OVERFLOW) & mask
res['over'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_UNDERFLOW) & mask
res['under'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_INVALID) & mask
res['invalid'] = _errdict_rev[val]
return res
def geterr():
"""Get the current way of handling floating-point errors.
Returns a dictionary with entries "divide", "over", "under", and
"invalid", whose values are from the strings
"ignore", "print", "log", "warn", "raise", and "call".
"""
maskvalue = umath.geterrobj()[1]
mask = 7
res = {}
val = (maskvalue >> SHIFT_DIVIDEBYZERO) & mask
res['divide'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_OVERFLOW) & mask
res['over'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_UNDERFLOW) & mask
res['under'] = _errdict_rev[val]
val = (maskvalue >> SHIFT_INVALID) & mask
res['invalid'] = _errdict_rev[val]
return res
def seterrcall(func):
"""Set the callback function used when a floating-point error handler
is set to 'call' or the object with a write method for use when
the floating-point error handler is set to 'log'
'func' should be a function that takes two arguments. The first is
type of error ("divide", "over", "under", or "invalid"), and the second
is the status flag (= divide + 2*over + 4*under + 8*invalid).
Returns the old handler.
"""
if func is not None and not callable(func):
if not hasattr(func, 'write') or not callable(func.write):
raise ValueError, "Only callable can be used as callback"
pyvals = umath.geterrobj()
old = geterrcall()
pyvals[2] = func
umath.seterrobj(pyvals)
return old
def geterrcall():
"""Return the current callback function used on floating-point errors.
"""
return umath.geterrobj()[2]
def getbufsize():
"""Return the size of the buffer used in ufuncs.
"""
return umath.geterrobj()[0]
def geterrcall():
"""Return the current callback function used on floating-point errors.
"""
return umath.geterrobj()[2]
def getbufsize():
"""Return the size of the buffer used in ufuncs.
"""
return umath.geterrobj()[0]
