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authorFred Drake <fdrake@acm.org>2001-01-09 20:38:54 (GMT)
committerFred Drake <fdrake@acm.org>2001-01-09 20:38:54 (GMT)
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Documentation for the fpectl module, from Lee Busby. (Thanks!)
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+\section{\module{fpectl} ---
+ Floating point exception control}
+
+\declaremodule{extension}{fpectl}
+ \platform{Unix, Windows}
+\moduleauthor{Lee Busby}{busby1@llnl.gov}
+\sectionauthor{Lee Busby}{busby1@llnl.gov}
+\modulesynopsis{Provide control for floating point exception handling.}
+
+Most computers carry out floating point operations\index{IEEE-754}
+in conformance with the so-called IEEE-754 standard.
+On any real computer,
+some floating point operations produce results that cannot
+be expressed as a normal floating point value.
+For example, try
+
+\begin{verbatim}
+>>> import math
+>>> math.exp(1000)
+inf
+>>> math.exp(1000)/math.exp(1000)
+nan
+\end{verbatim}
+
+(The example above will work on many platforms.
+DEC Alpha may be one exception.)
+"Inf" is a special, non-numeric value in IEEE-754 that
+stands for "infinity", and "nan" means "not a number."
+Note that,
+other than the non-numeric results,
+nothing special happened when you asked Python
+to carry out those calculations.
+That is in fact the default behaviour prescribed in the IEEE-754 standard,
+and if it works for you,
+stop reading now.
+
+In some circumstances,
+it would be better to raise an exception and stop processing
+at the point where the faulty operation was attempted.
+The \module{fpectl} module
+is for use in that situation.
+It provides control over floating point
+units from several hardware manufacturers,
+allowing the user to turn on the generation
+of \constant{SIGFPE} whenever any of the
+IEEE-754 exceptions Division by Zero, Overflow, or
+Invalid Operation occurs.
+In tandem with a pair of wrapper macros that are inserted
+into the C code comprising your python system,
+\constant{SIGFPE} is trapped and converted into the Python
+\exception{FloatingPointError} exception.
+
+The \module{fpectl} module defines the following functions and
+may raise the given exception:
+
+\begin{funcdesc}{turnon_sigfpe}{}
+Turn on the generation of \constant{SIGFPE},
+and set up an appropriate signal handler.
+\end{funcdesc}
+
+\begin{funcdesc}{turnoff_sigfpe}{}
+Reset default handling of floating point exceptions.
+\end{funcdesc}
+
+\begin{excdesc}{FloatingPointError}
+After \function{turnon_sigfpe()} has been executed,
+a floating point operation that raises one of the
+IEEE-754 exceptions
+Division by Zero, Overflow, or Invalid operation
+will in turn raise this standard Python exception.
+\end{excdesc}
+
+
+\subsection{Example \label{fpectl-example}}
+
+The following example demonstrates how to start up and test operation of
+the \module{fpectl} module.
+
+\begin{verbatim}
+>>> import fpectl
+>>> import fpetest
+>>> fpectl.turnon_sigfpe()
+>>> fpetest.test()
+overflow PASS
+FloatingPointError: Overflow
+
+div by 0 PASS
+FloatingPointError: Division by zero
+ [ more output from test elided ]
+>>> import math
+>>> math.exp(1000)
+Traceback (most recent call last):
+ File "<stdin>", line 1, in ?
+FloatingPointError: in math_1
+\end{verbatim}
+
+
+\subsection{Limitations and other considerations}
+
+Setting up a given processor to trap IEEE-754 floating point
+errors currently requires custom code on a per-architecture basis.
+You may have to modify \module{fpectl} to control your particular hardware.
+
+Conversion of an IEEE-754 exception to a Python exception requires
+that the wrapper macros \code{PyFPE_START_PROTECT} and
+\code{PyFPE_END_PROTECT} be inserted into your code in an appropriate
+fashion. Python itself has been modified to support the
+\module{fpectl} module, but many other codes of interest to numerical
+analysts have not.
+
+The \module{fpectl} module is not thread-safe.
+
+\begin{seealso}
+ \seetext{Some files in the source distribution may be interesting in
+ learning more about how this module operates.
+ The include file \file{Include/pyfpe.h} discusses the
+ implementation of this module at some length.
+ \file{Modules/fpetestmodule.c} gives several examples of
+ use.
+ Many additional examples can be found in
+ \file{Objects/floatobject.c}.}
+\end{seealso}