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Kirill Smelkov
cpython
Commits
65df07bf
Commit
65df07bf
authored
Jul 11, 2004
by
Raymond Hettinger
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Minor improvements, fixups and wording changes everywhere.
parent
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Doc/lib/libdecimal.tex
View file @
65df07bf
...
@@ -21,7 +21,7 @@ arithmetic. It offers several advantages over the \class{float()} datatype:
...
@@ -21,7 +21,7 @@ arithmetic. It offers several advantages over the \class{float()} datatype:
\begin{itemize}
\begin{itemize}
\item
Decimal numbers can be represented exactly. In contrast, numbers like
\item
Decimal numbers can be represented exactly. In contrast, numbers like
\constant
{
1.1
}
do not have an exact representation
s
in binary floating point.
\constant
{
1.1
}
do not have an exact representation in binary floating point.
End users typically wound not expect
\constant
{
1.1
}
to display as
End users typically wound not expect
\constant
{
1.1
}
to display as
\constant
{
1.1000000000000001
}
as it does with binary floating point.
\constant
{
1.1000000000000001
}
as it does with binary floating point.
...
@@ -70,14 +70,14 @@ trailing zeroes. Decimals also include special values such as
...
@@ -70,14 +70,14 @@ trailing zeroes. Decimals also include special values such as
also differentiates
\constant
{
-0
}
from
\constant
{
+0
}
.
also differentiates
\constant
{
-0
}
from
\constant
{
+0
}
.
The context for arithmetic is an environment specifying precision, rounding
The context for arithmetic is an environment specifying precision, rounding
rules, limits on exponents, flags
that indicate
the results of operations,
rules, limits on exponents, flags
indicating
the results of operations,
and trap enablers which determine whether signals are t
o be t
reated as
and trap enablers which determine whether signals are treated as
exceptions. Rounding options include
\constant
{
ROUND
_
CEILING
}
,
exceptions. Rounding options include
\constant
{
ROUND
_
CEILING
}
,
\constant
{
ROUND
_
DOWN
}
,
\constant
{
ROUND
_
FLOOR
}
,
\constant
{
ROUND
_
HALF
_
DOWN
}
,
\constant
{
ROUND
_
DOWN
}
,
\constant
{
ROUND
_
FLOOR
}
,
\constant
{
ROUND
_
HALF
_
DOWN
}
,
\constant
{
ROUND
_
HALF
_
EVEN
}
,
\constant
{
ROUND
_
HALF
_
UP
}
, and
\constant
{
ROUND
_
UP
}
.
\constant
{
ROUND
_
HALF
_
EVEN
}
,
\constant
{
ROUND
_
HALF
_
UP
}
, and
\constant
{
ROUND
_
UP
}
.
Signals are
types of information that arise during the course of a
Signals are
groups of exceptional conditions arising during the course of
computation. Depending on the needs of the application, s
ome s
ignals may be
computation. Depending on the needs of the application, signals may be
ignored, considered as informational, or treated as exceptions. The signals in
ignored, considered as informational, or treated as exceptions. The signals in
the decimal module are:
\constant
{
Clamped
}
,
\constant
{
InvalidOperation
}
,
the decimal module are:
\constant
{
Clamped
}
,
\constant
{
InvalidOperation
}
,
\constant
{
DivisionByZero
}
,
\constant
{
Inexact
}
,
\constant
{
Rounded
}
,
\constant
{
DivisionByZero
}
,
\constant
{
Inexact
}
,
\constant
{
Rounded
}
,
...
@@ -104,26 +104,27 @@ needs to reset them before monitoring a calculation.
...
@@ -104,26 +104,27 @@ needs to reset them before monitoring a calculation.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subsection
{
Quick-start Tutorial
\label
{
decimal-tutorial
}}
\subsection
{
Quick-start Tutorial
\label
{
decimal-tutorial
}}
The
normal start to using decimals is to import the module, and then use
The
usual start to using decimals is importing the module, viewing the current
\function
{
getcontext()
}
to view the context and, if necessary, set the context
context with
\function
{
getcontext()
}
and, if necessary, setting new values
precision, rounding, or trap enabler
s:
for precision, rounding, or enabled trap
s:
\begin{verbatim}
\begin{verbatim}
>>> from decimal import *
>>> from decimal import *
>>> getcontext()
>>> getcontext()
Context(prec=28, rounding=ROUND
_
HALF
_
EVEN, Emin=-999999999, Emax=999999999,
Context(prec=28, rounding=ROUND
_
HALF
_
EVEN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[], traps=[])
capitals=1, flags=[], traps=[Overflow, InvalidOperation,
DivisionByZero])
>>> getcontext().prec = 7
>>> getcontext().prec = 7
# Set a new precision
\end{verbatim}
\end{verbatim}
Decimal instances can be constructed from integers, strings or tuples. To
Decimal instances can be constructed from integers, strings or tuples. To
create a Decimal from a
\class
{
float
}
, first convert it to a string. This
create a Decimal from a
\class
{
float
}
, first convert it to a string. This
serves as an explicit reminder of the details of the conversion (including
serves as an explicit reminder of the details of the conversion (including
representation error). Malformed strings signal
\constant
{
InvalidOperation
}
representation error). Decimal numbers include special values such as
and return a special kind of Decimal called a
\constant
{
NaN
}
which stands for
\constant
{
NaN
}
which stands for ``Not a number'', positive and negative
``Not a number''. Positive and negative
\constant
{
Infinity
}
is yet another
\constant
{
Infinity
}
, and
\constant
{
-0
}
.
special kind of Decimal.
\begin{verbatim}
\begin{verbatim}
>>> Decimal(10)
>>> Decimal(10)
...
@@ -140,14 +141,13 @@ Decimal("NaN")
...
@@ -140,14 +141,13 @@ Decimal("NaN")
Decimal("-Infinity")
Decimal("-Infinity")
\end{verbatim}
\end{verbatim}
Creating decimals is unaffected by context precision. Their level of
significance is completely determined by the number of digits input. It is
The significance of a new Decimal is determined solely by the number
the arithmetic operations that are governed by context.
of digits input. Context precision and rounding only come into play during
arithmetic operations.
\begin{verbatim}
\begin{verbatim}
>>> getcontext().prec = 6
>>> getcontext().prec = 6
>>> Decimal('3.0000')
Decimal("3.0000")
>>> Decimal('3.0')
>>> Decimal('3.0')
Decimal("3.0")
Decimal("3.0")
>>> Decimal('3.1415926535')
>>> Decimal('3.1415926535')
...
@@ -159,6 +159,7 @@ Decimal("5.85987")
...
@@ -159,6 +159,7 @@ Decimal("5.85987")
Decimal("5.85988")
Decimal("5.85988")
\end{verbatim}
\end{verbatim}
Decimals interact well with much of the rest of python. Here is a small
Decimals interact well with much of the rest of python. Here is a small
decimal floating point flying circus:
decimal floating point flying circus:
...
@@ -190,10 +191,24 @@ Decimal("2.5058")
...
@@ -190,10 +191,24 @@ Decimal("2.5058")
Decimal("0.77")
Decimal("0.77")
\end{verbatim}
\end{verbatim}
The
\function
{
getcontext()
}
function accesses the current context. This one
The
\method
{
quantize()
}
method rounds a number to a fixed exponent. This
context is sufficient for many applications; however, for more advanced work,
method is useful for monetary applications that often round results to a fixed
multiple contexts can be created using the Context() constructor. To make a
number of places:
new context active, use the
\function
{
setcontext()
}
function.
\begin{verbatim}
>>> Decimal('7.325').quantize(Decimal('.01'), rounding=ROUND
_
DOWN)
Decimal("7.32")
>>> Decimal('7.325').quantize(Decimal('1.'), rounding=ROUND
_
UP)
Decimal("8")
\end{verbatim}
As shown above, the
\function
{
getcontext()
}
function accesses the current
context and allows the settings to be changed. This approach meets the
needs of most applications.
For more advanced work, it may be useful to create alternate contexts using
the Context() constructor. To make an alternate active, use the
\function
{
setcontext()
}
function.
In accordance with the standard, the
\module
{
Decimal
}
module provides two
In accordance with the standard, the
\module
{
Decimal
}
module provides two
ready to use standard contexts,
\constant
{
BasicContext
}
and
ready to use standard contexts,
\constant
{
BasicContext
}
and
...
@@ -205,17 +220,19 @@ because many of the traps are enabled:
...
@@ -205,17 +220,19 @@ because many of the traps are enabled:
>>> myothercontext
>>> myothercontext
Context(prec=60, rounding=ROUND
_
HALF
_
DOWN, Emin=-999999999, Emax=999999999,
Context(prec=60, rounding=ROUND
_
HALF
_
DOWN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[], traps=[])
capitals=1, flags=[], traps=[])
>>> ExtendedContext
Context(prec=9, rounding=ROUND
_
HALF
_
EVEN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[], traps=[])
>>> setcontext(myothercontext)
>>> setcontext(myothercontext)
>>> Decimal(1) / Decimal(7)
>>> Decimal(1) / Decimal(7)
Decimal("0.142857142857142857142857142857142857142857142857142857142857")
Decimal("0.142857142857142857142857142857142857142857142857142857142857")
>>> ExtendedContext
Context(prec=9, rounding=ROUND
_
HALF
_
EVEN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[], traps=[])
>>> setcontext(ExtendedContext)
>>> setcontext(ExtendedContext)
>>> Decimal(1) / Decimal(7)
>>> Decimal(1) / Decimal(7)
Decimal("0.142857143")
Decimal("0.142857143")
>>> Decimal(42) / Decimal(0)
>>> Decimal(42) / Decimal(0)
Decimal("Infinity")
Decimal("Infinity")
>>> setcontext(BasicContext)
>>> setcontext(BasicContext)
>>> Decimal(42) / Decimal(0)
>>> Decimal(42) / Decimal(0)
Traceback (most recent call last):
Traceback (most recent call last):
...
@@ -224,14 +241,15 @@ Traceback (most recent call last):
...
@@ -224,14 +241,15 @@ Traceback (most recent call last):
DivisionByZero: x / 0
DivisionByZero: x / 0
\end{verbatim}
\end{verbatim}
Besides using contexts to control precision, rounding, and trapping signals,
they can be used to monitor flags which give information collected during
Contexts also have signal flags for monitoring exceptional conditions
computation. The flags remain set until explicitly cleared, so it is best to
encountered during computations. The flags remain set until explicitly
clear
the flags before each set of monitored computations by using the
clear
ed, so it is best to clear the flags before each set of monitored
\method
{
clear
_
flags()
}
method.
computations by using the
\method
{
clear
_
flags()
}
method.
\begin{verbatim}
\begin{verbatim}
>>> setcontext(ExtendedContext)
>>> setcontext(ExtendedContext)
>>> getcontext().clear
_
flags()
>>> Decimal(355) / Decimal(113)
>>> Decimal(355) / Decimal(113)
Decimal("3.14159292")
Decimal("3.14159292")
>>> getcontext()
>>> getcontext()
...
@@ -239,10 +257,9 @@ Context(prec=9, rounding=ROUND_HALF_EVEN, Emin=-999999999, Emax=999999999,
...
@@ -239,10 +257,9 @@ Context(prec=9, rounding=ROUND_HALF_EVEN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[Inexact, Rounded], traps=[])
capitals=1, flags=[Inexact, Rounded], traps=[])
\end{verbatim}
\end{verbatim}
The
\var
{
flags
}
entry shows that the rational approximation to
The
\var
{
flags
}
entry shows that the rational approximation to
\constant
{
Pi
}
\constant
{
Pi
}
was rounded (digits beyond the context precision were thrown
was rounded (digits beyond the context precision were thrown away) and that
away) and that the result is inexact (some of the discarded digits were
the result is inexact (some of the discarded digits were non-zero).
non-zero).
Individual traps are set using the dictionary in the
\member
{
traps
}
Individual traps are set using the dictionary in the
\member
{
traps
}
field of a context:
field of a context:
...
@@ -259,26 +276,11 @@ Traceback (most recent call last):
...
@@ -259,26 +276,11 @@ Traceback (most recent call last):
DivisionByZero: x / 0
DivisionByZero: x / 0
\end{verbatim}
\end{verbatim}
To turn all the traps on or off all at once, use a loop. Also, the
Most programs adjust the current context only once, at the beginning of the
\method
{
dict.update()
}
method is useful for changing a handfull of values.
program. And, in many applications, data is converted to
\class
{
Decimal
}
with
a single cast inside a loop. With context set and decimals created, the bulk
\begin{verbatim}
of the program manipulates the data no differently than with other Python
>>> getcontext.clear
_
flags()
numeric types.
>>> for sig in getcontext().traps:
... getcontext().traps[sig] = 1
>>> getcontext().traps.update(
{
Rounded:0, Inexact:0, Subnormal:0
}
)
>>> getcontext()
Context(prec=9, rounding=ROUND
_
HALF
_
EVEN, Emin=-999999999, Emax=999999999,
capitals=1, flags=[], traps=[Clamped, Underflow,
InvalidOperation, DivisionByZero, Overflow])
\end{verbatim}
Applications typically set the context once at the beginning of a program
and no further changes are needed. For many applications, the data resides
in a resource external to the program and is converted to
\class
{
Decimal
}
with
a single cast inside a loop. Afterwards, decimals are as easily manipulated
as other Python numeric types.
...
@@ -308,20 +310,18 @@ as other Python numeric types.
...
@@ -308,20 +310,18 @@ as other Python numeric types.
If
\var
{
value
}
is a
\class
{
tuple
}
, it should have three components,
If
\var
{
value
}
is a
\class
{
tuple
}
, it should have three components,
a sign (
\constant
{
0
}
for positive or
\constant
{
1
}
for negative),
a sign (
\constant
{
0
}
for positive or
\constant
{
1
}
for negative),
a
\class
{
tuple
}
of digits, and an exponent represented as an integer.
a
\class
{
tuple
}
of digits, and an integer exponent. For example,
For example,
\samp
{
Decimal((0, (1, 4, 1, 4), -3))
}
returns
\samp
{
Decimal((0, (1, 4, 1, 4), -3))
}
returns
\code
{
Decimal("1.414")
}
.
\code
{
Decimal("1.414")
}
.
The supplied
\var
{
context
}
or, if not specified, the current context
The
\var
{
context
}
precision does not affect how many digits are stored.
governs only the handling of malformed strings not conforming to the
That is determined exclusively by the number of digits in
\var
{
value
}
. For
numeric string syntax. If the context traps
\constant
{
InvalidOperation
}
,
example,
\samp
{
Decimal("3.00000")
}
records all five zeroes even if the
an exception is raised; otherwise, the constructor returns a new Decimal
context precision is only three.
with the value of
\constant
{
NaN
}
.
The
context serves no other purpose. The number of significant digits
The
purpose of the
\var
{
context
}
argument is determining what to do if
recorded is determined solely by the
\var
{
value
}
and the
\var
{
context
}
\var
{
value
}
is a malformed string. If the context traps
precision is not a factor. For example,
\samp
{
Decimal("3.0000")
}
records
\constant
{
InvalidOperation
}
, an exception is raised; otherwise, the
all four zeroes even if the context precision is only three
.
constructor returns a new Decimal with the value of
\constant
{
NaN
}
.
Once constructed,
\class
{
Decimal
}
objects are immutable.
Once constructed,
\class
{
Decimal
}
objects are immutable.
\end{classdesc}
\end{classdesc}
...
@@ -334,13 +334,13 @@ compared, sorted, and coerced to another type (such as \class{float}
...
@@ -334,13 +334,13 @@ compared, sorted, and coerced to another type (such as \class{float}
or
\class
{
long
}
).
or
\class
{
long
}
).
In addition to the standard numeric properties, decimal floating point objects
In addition to the standard numeric properties, decimal floating point objects
have a number of more
specialized methods:
also have a number of
specialized methods:
\begin{methoddesc}
{
adjusted
}{}
\begin{methoddesc}
{
adjusted
}{}
Return the adjusted exponent after shifting out the coefficient's rightmost
Return the adjusted exponent after shifting out the coefficient's rightmost
digits until only the lead digit remains:
\code
{
Decimal("321e+5").adjusted()
}
digits until only the lead digit remains:
\code
{
Decimal("321e+5").adjusted()
}
returns seven. Used for determining the p
lace value
of the most significant
returns seven. Used for determining the p
osition
of the most significant
digit.
digit
with respect to the decimal point
.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
as
_
tuple
}{}
\begin{methoddesc}
{
as
_
tuple
}{}
...
@@ -389,7 +389,7 @@ have a number of more specialized methods:
...
@@ -389,7 +389,7 @@ have a number of more specialized methods:
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
remainder
_
near
}{
other
\optional
{
, context
}}
\begin{methoddesc}
{
remainder
_
near
}{
other
\optional
{
, context
}}
Compute
d
the modulo as either a positive or negative value depending
Compute
s
the modulo as either a positive or negative value depending
on which is closest to zero. For instance,
on which is closest to zero. For instance,
\samp
{
Decimal(10).remainder
_
near(6)
}
returns
\code
{
Decimal("-2")
}
\samp
{
Decimal(10).remainder
_
near(6)
}
returns
\code
{
Decimal("-2")
}
which is closer to zero than
\code
{
Decimal("4")
}
.
which is closer to zero than
\code
{
Decimal("4")
}
.
...
@@ -423,12 +423,13 @@ have a number of more specialized methods:
...
@@ -423,12 +423,13 @@ have a number of more specialized methods:
\end{methoddesc}
\end{methoddesc}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subsection
{
Context objects
\label
{
decimal-decimal
}}
\subsection
{
Context objects
\label
{
decimal-decimal
}}
Contexts are environments for arithmetic operations. They govern
the
precision,
Contexts are environments for arithmetic operations. They govern precision,
rules for rounding, determine which signals are treated as exceptions, and set limits
set rules for rounding, determine which signals are treated as exceptions, and
on
the range for exponents.
limit
the range for exponents.
Each thread has its own current context which is accessed or changed using
Each thread has its own current context which is accessed or changed using
the
\function
{
getcontext()
}
and
\function
{
setcontext()
}
functions:
the
\function
{
getcontext()
}
and
\function
{
setcontext()
}
functions:
...
@@ -464,11 +465,11 @@ In addition, the module provides three pre-made contexts:
...
@@ -464,11 +465,11 @@ In addition, the module provides three pre-made contexts:
Because the trapped are disabled, this context is useful for applications
Because the trapped are disabled, this context is useful for applications
that prefer to have result value of
\constant
{
NaN
}
or
\constant
{
Infinity
}
that prefer to have result value of
\constant
{
NaN
}
or
\constant
{
Infinity
}
instead of raising exceptions. This allows an application to complete a
instead of raising exceptions. This allows an application to complete a
run in the presen
s
e of conditions that would otherwise halt the program.
run in the presen
c
e of conditions that would otherwise halt the program.
\end{classdesc*}
\end{classdesc*}
\begin{classdesc*}
{
DefaultContext
}
\begin{classdesc*}
{
DefaultContext
}
This c
lass
is used by the
\class
{
Context
}
constructor as a prototype for
This c
ontext
is used by the
\class
{
Context
}
constructor as a prototype for
new contexts. Changing a field (such a precision) has the effect of
new contexts. Changing a field (such a precision) has the effect of
changing the default for new contexts creating by the
\class
{
Context
}
changing the default for new contexts creating by the
\class
{
Context
}
constructor.
constructor.
...
@@ -479,10 +480,10 @@ In addition, the module provides three pre-made contexts:
...
@@ -479,10 +480,10 @@ In addition, the module provides three pre-made contexts:
as it would require thread synchronization to prevent race conditions.
as it would require thread synchronization to prevent race conditions.
In single threaded environments, it is preferable to not use this context
In single threaded environments, it is preferable to not use this context
at all. Instead, simply create contexts explicitly
. This is especially
at all. Instead, simply create contexts explicitly
as described below.
important because the default values context may change between releases
(with initial release having precision=28, rounding=ROUND
_
HALF
_
EVEN,
The default values are precision=28, rounding=ROUND
_
HALF
_
EVEN, and enabled
cleared flags, and no traps enabled)
.
traps for Overflow, InvalidOperation, and DivisionByZero
.
\end{classdesc*}
\end{classdesc*}
...
@@ -508,19 +509,20 @@ with the \class{Context} constructor.
...
@@ -508,19 +509,20 @@ with the \class{Context} constructor.
\constant
{
ROUND
_
HALF
_
UP
}
(away from zero), or
\constant
{
ROUND
_
HALF
_
UP
}
(away from zero), or
\constant
{
ROUND
_
UP
}
(away from zero).
\constant
{
ROUND
_
UP
}
(away from zero).
The
\var
{
traps
}
and
\var
{
flags
}
fields
are mappings from signals
The
\var
{
traps
}
and
\var
{
flags
}
fields
list any signals to be set.
to either
\constant
{
0
}
or
\constant
{
1
}
.
Generally, new contexts should only set traps and leave the flags clear
.
The
\var
{
Emin
}
and
\var
{
Emax
}
fields are integers specifying the outer
The
\var
{
Emin
}
and
\var
{
Emax
}
fields are integers specifying the outer
limits allowable for exponents.
limits allowable for exponents.
The
\var
{
capitals
}
field is either
\constant
{
0
}
or
\constant
{
1
}
(the
The
\var
{
capitals
}
field is either
\constant
{
0
}
or
\constant
{
1
}
(the
default). If set to
\constant
{
1
}
, exponents are printed with a capital
default). If set to
\constant
{
1
}
, exponents are printed with a capital
\constant
{
E
}
; otherwise, lowercase is used:
\constant
{
Decimal('6.02e+23')
}
.
\constant
{
E
}
; otherwise, a lowercase
\constant
{
e
}
is used:
\constant
{
Decimal('6.02e+23')
}
.
\end{classdesc}
\end{classdesc}
The
\class
{
Context
}
class defines several general methods as well as a
The
\class
{
Context
}
class defines several general
purpose
methods as well as a
large number of methods for doing arithmetic directly
from the
context.
large number of methods for doing arithmetic directly
in a given
context.
\begin{methoddesc}
{
clear
_
flags
}{}
\begin{methoddesc}
{
clear
_
flags
}{}
Sets all of the flags to
\constant
{
0
}
.
Sets all of the flags to
\constant
{
0
}
.
...
@@ -531,18 +533,18 @@ large number of methods for doing arithmetic directly from the context.
...
@@ -531,18 +533,18 @@ large number of methods for doing arithmetic directly from the context.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
create
_
decimal
}{
num
}
\begin{methoddesc}
{
create
_
decimal
}{
num
}
Creates a new Decimal instance
but using
\var
{
self
}
as context.
Creates a new Decimal instance
from
\var
{
num
}
but using
\var
{
self
}
as
Unlike the
\class
{
Decimal
}
constructor,
context precision,
context. Unlike the
\class
{
Decimal
}
constructor, the
context precision,
rounding method, flags, and traps are applied to the conversion.
rounding method, flags, and traps are applied to the conversion.
This is useful because constants are often given to a greater
This is useful because constants are often given to a greater
precision than
precision than
is needed by the application.
is needed by the application.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
Etiny
}{}
\begin{methoddesc}
{
Etiny
}{}
Returns a value equal to
\samp
{
Emin - prec + 1
}
which is the minimum
Returns a value equal to
\samp
{
Emin - prec + 1
}
which is the minimum
exponent value for subnormal results. When underflow occurs, the
exponent value for subnormal results. When underflow occurs, the
expon
o
nt is set to
\constant
{
Etiny
}
.
expon
e
nt is set to
\constant
{
Etiny
}
.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
Etop
}{}
\begin{methoddesc}
{
Etop
}{}
...
@@ -553,7 +555,7 @@ large number of methods for doing arithmetic directly from the context.
...
@@ -553,7 +555,7 @@ large number of methods for doing arithmetic directly from the context.
The usual approach to working with decimals is to create
\class
{
Decimal
}
The usual approach to working with decimals is to create
\class
{
Decimal
}
instances and then apply arithmetic operations which take place within the
instances and then apply arithmetic operations which take place within the
current context for the active thread. An alternate approach is to use
current context for the active thread. An alternate approach is to use
context methods for calculating within
s
specific context. The methods are
context methods for calculating within
a
specific context. The methods are
similar to those for the
\class
{
Decimal
}
class and are only briefly recounted
similar to those for the
\class
{
Decimal
}
class and are only briefly recounted
here.
here.
...
@@ -586,14 +588,14 @@ here.
...
@@ -586,14 +588,14 @@ here.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
max
}{
x, y
}
\begin{methoddesc}
{
max
}{
x, y
}
Compare two values numerically and return
s
the maximum.
Compare two values numerically and return the maximum.
If they are numerically equal then the left-hand operand is chosen as the
If they are numerically equal then the left-hand operand is chosen as the
result.
result.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
min
}{
x, y
}
\begin{methoddesc}
{
min
}{
x, y
}
Compare two values numerically and return
s
the minimum.
Compare two values numerically and return the minimum.
If they are numerically equal then the left-hand operand is chosen as the
If they are numerically equal then the left-hand operand is chosen as the
result.
result.
...
@@ -636,14 +638,14 @@ here.
...
@@ -636,14 +638,14 @@ here.
\end{methoddesc}
\end{methoddesc}
\begin{methoddesc}
{
quantize
}{
x, y
}
\begin{methoddesc}
{
quantize
}{
x, y
}
Returns a value equal to
\var
{
x
}
after rounding and having the
Returns a value equal to
\var
{
x
}
after rounding and having the
exponent of
exponent of v
\var
{
y
}
.
\var
{
y
}
.
Unlike other operations, if the length of the coefficient after the quantize
Unlike other operations, if the length of the coefficient after the quantize
operation would be greater than precision then an
operation would be greater than precision
,
then an
\constant
{
InvalidOperation
}
is signaled. This guarantees that, unless there
\constant
{
InvalidOperation
}
is signaled. This guarantees that, unless there
is an error condition, the
exponent of the result of a quantize is always
is an error condition, the
quantized exponent is always equal to that of the
equal to that of the
right-hand operand.
right-hand operand.
Also unlike other operations, quantize never signals Underflow, even
Also unlike other operations, quantize never signals Underflow, even
if the result is subnormal and inexact.
if the result is subnormal and inexact.
...
@@ -712,7 +714,7 @@ the next computation.
...
@@ -712,7 +714,7 @@ the next computation.
If the context's trap enabler is set for the signal, then the condition
If the context's trap enabler is set for the signal, then the condition
causes a Python exception to be raised. For example, if the
causes a Python exception to be raised. For example, if the
\class
{
DivisionByZero
}
trap is set, the a
\exception
{
DivisionByZero
}
\class
{
DivisionByZero
}
trap is set, the
n
a
\exception
{
DivisionByZero
}
exception is raised upon encountering the condition.
exception is raised upon encountering the condition.
...
@@ -725,24 +727,25 @@ exception is raised upon encountering the condition.
...
@@ -725,24 +727,25 @@ exception is raised upon encountering the condition.
\end{classdesc*}
\end{classdesc*}
\begin{classdesc*}
{
DecimalException
}
\begin{classdesc*}
{
DecimalException
}
Base class for other signals.
Base class for other signals and is a subclass of
\exception
{
ArithmeticError
}
.
\end{classdesc*}
\end{classdesc*}
\begin{classdesc*}
{
DivisionByZero
}
\begin{classdesc*}
{
DivisionByZero
}
Signals the division of a non-infinite number by zero.
Signals the division of a non-infinite number by zero.
Can occur with division, modulo division, or when raising a number to
Can occur with division, modulo division, or when raising a number to
a
a negative power. If this signal is not trapped, return
negative power. If this signal is not trapped, returns
\constant
{
Infinity
}
or
\constant
{
-Infinity
}
with sign determined by
\constant
{
Infinity
}
or
\constant
{
-Infinity
}
with
the
sign determined by
the inputs to the calculation.
the inputs to the calculation.
\end{classdesc*}
\end{classdesc*}
\begin{classdesc*}
{
Inexact
}
\begin{classdesc*}
{
Inexact
}
Indicates that rounding occurred and the result is not exact.
Indicates that rounding occurred and the result is not exact.
Signals when
ever non-zero digits were discarded during rounding.
Signals when
non-zero digits were discarded during rounding. The rounded
The rounded result is returned. The signal flag or trap is used
result is returned. The signal flag or trap is used to detect when
to detect when
results are inexact.
results are inexact.
\end{classdesc*}
\end{classdesc*}
\begin{classdesc*}
{
InvalidOperation
}
\begin{classdesc*}
{
InvalidOperation
}
...
@@ -820,7 +823,7 @@ The following table summarizes the hierarchy of signals:
...
@@ -820,7 +823,7 @@ The following table summarizes the hierarchy of signals:
The
\function
{
getcontext()
}
function accesses a different
\class
{
Context
}
The
\function
{
getcontext()
}
function accesses a different
\class
{
Context
}
object for each thread. Having separate thread contexts means that threads
object for each thread. Having separate thread contexts means that threads
may make changes (such as
\code
{
getcontext.prec=10
}
) without interfering with
may make changes (such as
\code
{
getcontext.prec=10
}
) without interfering with
other threads
and without needing mutexes
.
other threads.
Likewise, the
\function
{
setcontext()
}
function automatically assigns its target
Likewise, the
\function
{
setcontext()
}
function automatically assigns its target
to the current thread.
to the current thread.
...
@@ -829,20 +832,19 @@ If \function{setcontext()} has not been called before \function{getcontext()},
...
@@ -829,20 +832,19 @@ If \function{setcontext()} has not been called before \function{getcontext()},
then
\function
{
getcontext()
}
will automatically create a new context for use
then
\function
{
getcontext()
}
will automatically create a new context for use
in the current thread.
in the current thread.
The new context is copied from a prototype context called
\var
{
DefaultContext
}
.
The new context is copied from a prototype context called
To control the defaults so that each thread will use the same values
\var
{
DefaultContext
}
. To control the defaults so that each thread will use the
throughout the application, directly modify the
\var
{
DefaultContext
}
object.
same values throughout the application, directly modify the
This should be done
\emph
{
before
}
any threads are started so that there won't
\var
{
DefaultContext
}
object. This should be done
\emph
{
before
}
any threads are
be a race condition with threads calling
\function
{
getcontext()
}
. For example:
started so that there won't be a race condition between threads calling
\function
{
getcontext()
}
. For example:
\begin{verbatim}
\begin{verbatim}
# Set applicationwide defaults for all threads about to be launched
# Set applicationwide defaults for all threads about to be launched
DefaultContext.prec=12
DefaultContext = Context(prec=12, rounding=ROUND
_
DOWN, traps=[InvalidOperation])
DefaultContext.rounding=ROUND
_
DOWN
DefaultContext.traps=dict.fromkeys(Signals, 0)
setcontext(DefaultContext)
setcontext(DefaultContext)
#
Now start all of the threads
#
Afterward, the threads can be started
t1.start()
t1.start()
t2.start()
t2.start()
t3.start()
t3.start()
...
@@ -854,49 +856,49 @@ t3.start()
...
@@ -854,49 +856,49 @@ t3.start()
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subsection
{
Recipes
\label
{
decimal-recipes
}}
\subsection
{
Recipes
\label
{
decimal-recipes
}}
Here are
some functions demonstrating ways to work with th
e
Here are
a few recipes that serve as utility functions and that demonstrat
e
\class
{
Decimal
}
class:
ways to work with the
\class
{
Decimal
}
class:
\begin{verbatim}
\begin{verbatim}
from decimal import Decimal, getcontext
def moneyfmt(value, places=2, curr='', sep=',', dp='.',
getcontext().prec = 28
pos='', neg='-', trailneg=''):
def moneyfmt(value, places=2, curr='
$
', sep
=
',', dp
=
'.', pos
=
'', neg
=
'
-
'
)
:
"""Convert Decimal to a money formatted string.
"""Convert Decimal to a money formatted string.
places: required number of places after the decimal point
places: required number of places after the decimal point
curr: optional currency symbol before the sign (may be blank)
curr: optional currency symbol before the sign (may be blank)
sep: optional grouping separator (comma, period, or blank)
sep: optional grouping separator (comma, period, or blank)
dp: decimal point indicator (comma or period)
dp: decimal point indicator (comma or period)
only s
et to blank if
places is zero
only s
pecify as blank when
places is zero
pos: optional sign for positive numbers
(
"
+
" or blank
)
pos: optional sign for positive numbers
: "+", space or blank
neg: optional sign for negative numbers
(
"
-
" or blank
)
neg: optional sign for negative numbers
: "-", "(", space or blank
leave blank to separately add brackets or a trailing minus
trailneg:optional trailing minus indicator: "-", ")", space or blank
>>> d = Decimal('-1234567.8901')
>>> d = Decimal('-1234567.8901')
>>> moneyfmt
(
d
)
>>> moneyfmt(d
, curr='
$
'
)
'
-
$
1,234,567.89'
'
-
$
1,234,567.89'
>>> moneyfmt(d, places=0,
curr='', sep='.', dp='
')
>>> moneyfmt(d, places=0,
sep='.', dp='', neg='', trailneg='-
')
'
-1.234.568
'
'
1.234.568-
'
>>>
'(
$
%s)' % moneyfmt(d, curr='', neg='
')
>>>
moneyfmt(d, curr='
$
', neg
=
'
(
', trailneg
=
'
)
'
)
'
(
$
1,234,567.89)'
'
(
$
1,234,567.89)'
"""
"""
q = Decimal((0, (1,), -places)) # 2 places --> '0.01'
q = Decimal((0, (1,), -places)) # 2 places --> '0.01'
sign, digits, exp = value.quantize(q).as
_
tuple()
sign, digits, exp = value.quantize(q).as
_
tuple()
result = []
result = []
digits = map(str, digits)
digits = map(str, digits)
build, next = result.append, digits.pop
build, next = result.append, digits.pop
if sign:
build(trailneg)
for i in range(places):
for i in range(places):
build(next())
build(next())
build(dp)
build(dp)
try:
i = 0
while 1:
while digits:
for i in range(3):
build(next())
build(next())
if digits:
i += 1
if i == 3:
i = 0
build(sep)
build(sep)
except IndexError:
pass
build(curr)
build(curr)
if sign:
if sign:
build(neg)
build(neg)
...
@@ -910,18 +912,19 @@ def pi():
...
@@ -910,18 +912,19 @@ def pi():
>>> print pi()
>>> print pi()
3.141592653589793238462643383
3.141592653589793238462643383
"""
"""
getcontext().prec += 2 # extra digits for intermediate steps
getcontext().prec += 2 # extra digits for intermediate steps
three = Decimal(3) # substitute "three=3.0" for regular floats
three = Decimal(3) # substitute "three=3.0" for regular floats
last
c, t, c
, n, na, d, da = 0, three, 3, 1, 0, 0, 24
last
s, t, s
, n, na, d, da = 0, three, 3, 1, 0, 0, 24
while
c != lastc
:
while
s != lasts
:
last
c = c
last
s = s
n, na = n+na, na+8
n, na = n+na, na+8
d, da = d+da, da+32
d, da = d+da, da+32
t = (t * n) / d
t = (t * n) / d
c
+= t
s
+= t
getcontext().prec -= 2
getcontext().prec -= 2
return
c + 0 # Adding zero causes rounding to
the new precision
return
+s # unary plus applies
the new precision
def exp(x):
def exp(x):
"""Return e raised to the power of x. Result type matches input type.
"""Return e raised to the power of x. Result type matches input type.
...
@@ -934,17 +937,18 @@ def exp(x):
...
@@ -934,17 +937,18 @@ def exp(x):
7.38905609893
7.38905609893
>>> print exp(2+0j)
>>> print exp(2+0j)
(7.38905609893+0j)
(7.38905609893+0j)
"""
"""
getcontext().prec += 2
# extra digits for intermediate steps
getcontext().prec += 2
i, last
e, e
, fact, num = 0, 0, 1, 1, 1
i, last
s, s
, fact, num = 0, 0, 1, 1, 1
while
e != laste
:
while
s != lasts
:
last
e = e
last
s = s
i += 1
i += 1
fact *= i
fact *= i
num *= x
num *= x
e
+= num / fact
s
+= num / fact
getcontext().prec -= 2
getcontext().prec -= 2
return
e + 0
return
+s
def cos(x):
def cos(x):
"""Return the cosine of x as measured in radians.
"""Return the cosine of x as measured in radians.
...
@@ -955,18 +959,19 @@ def cos(x):
...
@@ -955,18 +959,19 @@ def cos(x):
0.87758256189
0.87758256189
>>> print cos(0.5+0j)
>>> print cos(0.5+0j)
(0.87758256189+0j)
(0.87758256189+0j)
"""
"""
getcontext().prec += 2
# extra digits for intermediate steps
getcontext().prec += 2
i, last
e, e
, fact, num, sign = 0, 0, 1, 1, 1, 1
i, last
s, s
, fact, num, sign = 0, 0, 1, 1, 1, 1
while
e != laste
:
while
s != lasts
:
last
e = e
last
s = s
i += 2
i += 2
fact *= i * (i-1)
fact *= i * (i-1)
num *= x * x
num *= x * x
sign *= -1
sign *= -1
e
+= num / fact * sign
s
+= num / fact * sign
getcontext().prec -= 2
getcontext().prec -= 2
return
e + 0
return
+s
def sin(x):
def sin(x):
"""Return the cosine of x as measured in radians.
"""Return the cosine of x as measured in radians.
...
@@ -977,17 +982,18 @@ def sin(x):
...
@@ -977,17 +982,18 @@ def sin(x):
0.479425538604
0.479425538604
>>> print sin(0.5+0j)
>>> print sin(0.5+0j)
(0.479425538604+0j)
(0.479425538604+0j)
"""
"""
getcontext().prec += 2
# extra digits for intermediate steps
getcontext().prec += 2
i, last
e, e
, fact, num, sign = 1, 0, x, 1, x, 1
i, last
s, s
, fact, num, sign = 1, 0, x, 1, x, 1
while
e != laste
:
while
s != lasts
:
last
e = e
last
s = s
i += 2
i += 2
fact *= i * (i-1)
fact *= i * (i-1)
num *= x * x
num *= x * x
sign *= -1
sign *= -1
e
+= num / fact * sign
s
+= num / fact * sign
getcontext().prec -= 2
getcontext().prec -= 2
return
e + 0
return
+s
\end{verbatim}
\end{verbatim}
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