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Context manager for special-function error handling.
Using an instance of `errstate` as a context manager allows
statements in that context to execute with a known error handling
behavior. Upon entering the context the error handling is set with
`seterr`, and upon exiting it is restored to what it was before.
Parameters
----------
kwargs : {all, singular, underflow, overflow, slow, loss, no_result, domain, arg, other}
Keyword arguments. The valid keywords are possible
special-function errors. Each keyword should have a string
value that defines the treatement for the particular type of
error. Values must be 'ignore', 'warn', or 'other'. See
`seterr` for details.
See Also
--------
geterr : get the current way of handling special-function errors
seterr : set how special-function errors are handled
numpy.errstate : similar numpy function for floating-point errors
Examples
--------
>>> import scipy.special as sc
>>> from pytest import raises
>>> sc.gammaln(0)
inf
>>> with sc.errstate(singular='raise'):
... with raises(sc.SpecialFunctionError):
... sc.gammaln(0)
...
>>> sc.gammaln(0)
inf
We can also raise on every category except one.
>>> with sc.errstate(all='raise', singular='ignore'):
... sc.gammaln(0)
... with raises(sc.SpecialFunctionError):
... sc.spence(-1)
...
inf
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