update from Facundo Batista
This commit is contained in:
parent
d62b41a649
commit
cf742400b9
598
pep-0327.txt
598
pep-0327.txt
|
@ -18,25 +18,27 @@ The idea is to have a Decimal data type, for every use where decimals
|
||||||
are needed but binary floating point is too inexact.
|
are needed but binary floating point is too inexact.
|
||||||
|
|
||||||
The Decimal data type will support the Python standard functions and
|
The Decimal data type will support the Python standard functions and
|
||||||
operations, and must comply the decimal arithmetic ANSI standard
|
operations, and must comply with the decimal arithmetic ANSI standard
|
||||||
X3.274-1996 [1]_.
|
X3.274-1996 [1]_.
|
||||||
|
|
||||||
Decimal will be floating point (as opposed to fixed point) and will
|
Decimal will be floating point (as opposed to fixed point) and will
|
||||||
have bounded precision (the precision is the upper limit on the
|
have bounded precision (the precision is the upper limit on the
|
||||||
quantity of significant digits in a result).
|
number of significant digits in a result). However, precision is
|
||||||
|
user-settable, and a notion of significant trailing zeroes is supported
|
||||||
|
so that fixed-point usage is also possible.
|
||||||
|
|
||||||
This work is based on code and test functions written by Eric Price,
|
This work is based on code and test functions written by Eric Price,
|
||||||
Aahz and Tim Peters. Actually I'll work on the Decimal.py code in the
|
Aahz and Tim Peters. Actually I'll work on the Decimal.py code in the
|
||||||
sandbox (at python/nondist/sandbox/decimal in the SourceForge CVS
|
sandbox (at python/nondist/sandbox/decimal in the SourceForge CVS
|
||||||
repository). Much of the explanation in this PEP is taken from
|
repository). Much of the explanation in this PEP is taken from
|
||||||
Cowlishaw's work [2]_ and comp.lang.python.
|
Cowlishaw's work [2]_, comp.lang.python and python-dev.
|
||||||
|
|
||||||
|
|
||||||
Motivation
|
Motivation
|
||||||
==========
|
==========
|
||||||
|
|
||||||
Here I'll expose the reasons of why I think a Decimal data type is
|
Here I'll expose the reasons of why I think a Decimal data type is
|
||||||
needed and why others numeric data types are not enough.
|
needed and why other numeric data types are not enough.
|
||||||
|
|
||||||
I wanted a Money data type, and after proposing a pre-PEP in
|
I wanted a Money data type, and after proposing a pre-PEP in
|
||||||
comp.lang.python, the community agreed to have a numeric data type
|
comp.lang.python, the community agreed to have a numeric data type
|
||||||
|
@ -47,7 +49,7 @@ purpose of this PEP to have a data type that can be used as Money
|
||||||
without further effort.
|
without further effort.
|
||||||
|
|
||||||
One of the biggest advantages of implementing a standard is that
|
One of the biggest advantages of implementing a standard is that
|
||||||
someone already thought all the creepy cases for you. And to a
|
someone already thought out all the creepy cases for you. And to a
|
||||||
standard GvR redirected me: Mike Cowlishaw's General Decimal
|
standard GvR redirected me: Mike Cowlishaw's General Decimal
|
||||||
Arithmetic specification [2]_. This document defines a general
|
Arithmetic specification [2]_. This document defines a general
|
||||||
purpose decimal arithmetic. A correct implementation of this
|
purpose decimal arithmetic. A correct implementation of this
|
||||||
|
@ -85,7 +87,9 @@ big or too small. For example, with a precision of 5::
|
||||||
|
|
||||||
1234 ==> 1234e0
|
1234 ==> 1234e0
|
||||||
12345 ==> 12345e0
|
12345 ==> 12345e0
|
||||||
123456 ==> 12345e1
|
123456 ==> 12346e1
|
||||||
|
|
||||||
|
(note that in the last line the number got rounded to fit in five digits).
|
||||||
|
|
||||||
In contrast, we have the example of a ``long`` integer with infinite
|
In contrast, we have the example of a ``long`` integer with infinite
|
||||||
precision, meaning that you can have the number as big as you want,
|
precision, meaning that you can have the number as big as you want,
|
||||||
|
@ -108,12 +112,12 @@ This generated adverse reactions in comp.lang.python, as everybody
|
||||||
wants to have support for the ``/`` operator in a numeric data type.
|
wants to have support for the ``/`` operator in a numeric data type.
|
||||||
|
|
||||||
With this exposed maybe you're thinking "Hey! Can we just store the 1
|
With this exposed maybe you're thinking "Hey! Can we just store the 1
|
||||||
and the 3 as numerator and denominator?", which take us to the next
|
and the 3 as numerator and denominator?", which takes us to the next
|
||||||
point.
|
point.
|
||||||
|
|
||||||
|
|
||||||
Why not rational
|
Why not rational?
|
||||||
----------------
|
-----------------
|
||||||
|
|
||||||
Rational numbers are stored using two integer numbers, the numerator
|
Rational numbers are stored using two integer numbers, the numerator
|
||||||
and the denominator. This implies that the arithmetic operations
|
and the denominator. This implies that the arithmetic operations
|
||||||
|
@ -238,17 +242,23 @@ The context is a set of parameters and rules that the user can select
|
||||||
and which govern the results of operations (for example, the precision
|
and which govern the results of operations (for example, the precision
|
||||||
to be used).
|
to be used).
|
||||||
|
|
||||||
The context gets that name because surrounds the Decimal numbers.
|
The context gets that name because it surrounds the Decimal numbers,
|
||||||
It's up to the implementation to work with one or several contexts,
|
with parts of context acting as input to, and output of, operations.
|
||||||
|
It's up to the application to work with one or several contexts,
|
||||||
but definitely the idea is not to get a context per Decimal number.
|
but definitely the idea is not to get a context per Decimal number.
|
||||||
|
For example, a typical use would be to set the context's precision to
|
||||||
|
20 digits at the start of a program, and never explicitly use context
|
||||||
|
again.
|
||||||
|
|
||||||
These definitions don't affect the internal storage of the Decimal
|
These definitions don't affect the internal storage of the Decimal
|
||||||
numbers, just the way that the arithmetic operations are performed.
|
numbers, just the way that the arithmetic operations are performed.
|
||||||
|
|
||||||
The context is defined by the following parameters:
|
The context is mainly defined by the following parameters (see
|
||||||
|
`Context Attributes`_ for all context attributes):
|
||||||
|
|
||||||
- Precision: The maximum number of significant digits that can result
|
- Precision: The maximum number of significant digits that can result
|
||||||
from an arithmetic operation (integer > 0).
|
from an arithmetic operation (integer > 0). There is no maximum for
|
||||||
|
this value.
|
||||||
|
|
||||||
- Rounding: The name of the algorithm to be used when rounding is
|
- Rounding: The name of the algorithm to be used when rounding is
|
||||||
necessary, one of "round-down", "round-half-up", "round-half-even",
|
necessary, one of "round-down", "round-half-up", "round-half-even",
|
||||||
|
@ -281,7 +291,7 @@ Extended Default Context:
|
||||||
|
|
||||||
- flags: all set to 0
|
- flags: all set to 0
|
||||||
- trap-enablers: all set to 0
|
- trap-enablers: all set to 0
|
||||||
- precision: is set to the designated single precision
|
- precision: is set to 9
|
||||||
- rounding: is set to round-half-even
|
- rounding: is set to round-half-even
|
||||||
|
|
||||||
|
|
||||||
|
@ -301,7 +311,6 @@ Division by zero division-by-zero [sign,inf]
|
||||||
Division impossible invalid-operation [0,qNaN]
|
Division impossible invalid-operation [0,qNaN]
|
||||||
Division undefined invalid-operation [0,qNaN]
|
Division undefined invalid-operation [0,qNaN]
|
||||||
Inexact inexact unchanged
|
Inexact inexact unchanged
|
||||||
Insufficient storage [0,qNaN]
|
|
||||||
Invalid context invalid-operation [0,qNaN]
|
Invalid context invalid-operation [0,qNaN]
|
||||||
Invalid operation invalid-operation [0,qNaN] (or [s,qNaN] or [s,qNaN,d]
|
Invalid operation invalid-operation [0,qNaN] (or [s,qNaN] or [s,qNaN,d]
|
||||||
when the cause is a signaling NaN)
|
when the cause is a signaling NaN)
|
||||||
|
@ -311,6 +320,53 @@ Subnormal subnormal unchanged
|
||||||
Underflow underflow see spec [2]_
|
Underflow underflow see spec [2]_
|
||||||
==================== ================= ===================================
|
==================== ================= ===================================
|
||||||
|
|
||||||
|
Note: when the standard talks about "Insufficient storage", as long as
|
||||||
|
this is implementation-specific behaviour about not having enough
|
||||||
|
storage to keep the internals of the number, this implementation will
|
||||||
|
raise MemoryError.
|
||||||
|
|
||||||
|
Regarding Overflow and Underflow, there's been a long discussion in
|
||||||
|
python-dev about artificial limits. The general consensus is to keep
|
||||||
|
the artificial limits only if there are important reasons to do that.
|
||||||
|
Tim Peters gives us three:
|
||||||
|
|
||||||
|
...eliminating bounds on exponents effectively means overflow
|
||||||
|
(and underflow) can never happen. But overflow *is* a valuable
|
||||||
|
safety net in real life fp use, like a canary in a coal mine,
|
||||||
|
giving danger signs early when a program goes insane.
|
||||||
|
|
||||||
|
Virtually all implementations of 854 use (and as IBM's standard
|
||||||
|
even suggests) "forbidden" exponent values to encode non-finite
|
||||||
|
numbers (infinities and NaNs). A bounded exponent can do this at
|
||||||
|
virtually no extra storage cost. If the exponent is unbounded,
|
||||||
|
then additional bits have to be used instead. This cost remains
|
||||||
|
hidden until more time- and space- efficient implementations are
|
||||||
|
attempted.
|
||||||
|
|
||||||
|
Big as it is, the IBM standard is a tiny start at supplying a
|
||||||
|
complete numeric facility. Having no bound on exponent size will
|
||||||
|
enormously complicate the implementations of, e.g., decimal sin()
|
||||||
|
and cos() (there's then no a priori limit on how many digits of
|
||||||
|
pi effectively need to be known in order to perform argument
|
||||||
|
reduction).
|
||||||
|
|
||||||
|
Edward Loper give us an example of when the limits are to be crossed:
|
||||||
|
probabilities.
|
||||||
|
|
||||||
|
That said, Robert Brewer and Andrew Lentvorski want the limits to be
|
||||||
|
easily modifiable by the users. Actually, this is quite posible::
|
||||||
|
|
||||||
|
>>> d1 = Decimal("1e999999999") # at the exponent limit
|
||||||
|
>>> d1
|
||||||
|
Decimal( (0, (1,), 999999999L) )
|
||||||
|
>>> d1 * 10 # exceed the limit, got infinity
|
||||||
|
Decimal( (0, (0,), 'F') )
|
||||||
|
>>> getcontext().Emax = 1000000000 # increase the limit
|
||||||
|
>>> d1 * 10 # does not exceed any more
|
||||||
|
Decimal( (0, (1, 0), 999999999L) )
|
||||||
|
>>> d1 * 100 # exceed again
|
||||||
|
Decimal( (0, (0,), 'F') )
|
||||||
|
|
||||||
|
|
||||||
Rounding Algorithms
|
Rounding Algorithms
|
||||||
-------------------
|
-------------------
|
||||||
|
@ -345,7 +401,7 @@ by 1 if its rightmost digit is odd (to make an even digit)::
|
||||||
|
|
||||||
``round-ceiling``: If all of the discarded digits are zero or if the
|
``round-ceiling``: If all of the discarded digits are zero or if the
|
||||||
sign is negative the result is unchanged; otherwise, the result is
|
sign is negative the result is unchanged; otherwise, the result is
|
||||||
incremented by 1::
|
incremented by 1 (round toward positive infinity)::
|
||||||
|
|
||||||
1.123 --> 1.13
|
1.123 --> 1.13
|
||||||
1.128 --> 1.13
|
1.128 --> 1.13
|
||||||
|
@ -354,7 +410,8 @@ incremented by 1::
|
||||||
|
|
||||||
``round-floor``: If all of the discarded digits are zero or if the
|
``round-floor``: If all of the discarded digits are zero or if the
|
||||||
sign is positive the result is unchanged; otherwise, the absolute
|
sign is positive the result is unchanged; otherwise, the absolute
|
||||||
value of the result is incremented by 1::
|
value of the result is incremented by 1 (round toward negative
|
||||||
|
infinty)::
|
||||||
|
|
||||||
1.123 --> 1.12
|
1.123 --> 1.12
|
||||||
1.128 --> 1.12
|
1.128 --> 1.12
|
||||||
|
@ -386,7 +443,7 @@ Rationale
|
||||||
I must separate the requirements in two sections. The first is to
|
I must separate the requirements in two sections. The first is to
|
||||||
comply with the ANSI standard. All the requirements for this are
|
comply with the ANSI standard. All the requirements for this are
|
||||||
specified in the Mike Cowlishaw's work [2]_. He also provided a
|
specified in the Mike Cowlishaw's work [2]_. He also provided a
|
||||||
**comprehensive** suite of test cases.
|
**very large** suite of test cases.
|
||||||
|
|
||||||
The second section of requirements (standard Python functions support,
|
The second section of requirements (standard Python functions support,
|
||||||
usability, etc.) is detailed from here, where I'll include all the
|
usability, etc.) is detailed from here, where I'll include all the
|
||||||
|
@ -398,7 +455,8 @@ Explicit construction
|
||||||
|
|
||||||
The explicit construction does not get affected by the context (there
|
The explicit construction does not get affected by the context (there
|
||||||
is no rounding, no limits by the precision, etc.), because the context
|
is no rounding, no limits by the precision, etc.), because the context
|
||||||
affects just operations' results.
|
affects just operations' results. The only exception to this is when
|
||||||
|
you're `Creating from Context`_.
|
||||||
|
|
||||||
|
|
||||||
From int or long
|
From int or long
|
||||||
|
@ -413,14 +471,20 @@ There's no loss and no need to specify any other information::
|
||||||
From string
|
From string
|
||||||
'''''''''''
|
'''''''''''
|
||||||
|
|
||||||
Strings with floats in normal and engineering notation will be
|
Strings containing Python decimal integer literals and Python float
|
||||||
supported. In this transformation there is no loss of information, as
|
literals will be supported. In this transformation there is no loss
|
||||||
the string is directly converted to Decimal (there is not an
|
of information, as the string is directly converted to Decimal (there
|
||||||
intermediate conversion through float)::
|
is not an intermediate conversion through float)::
|
||||||
|
|
||||||
Decimal("-12")
|
Decimal("-12")
|
||||||
Decimal("23.2e-7")
|
Decimal("23.2e-7")
|
||||||
|
|
||||||
|
Also, you can construct in this way all special values (Infinity and
|
||||||
|
Not a Number)::
|
||||||
|
|
||||||
|
Decimal("Inf")
|
||||||
|
Decimal("NaN")
|
||||||
|
|
||||||
|
|
||||||
From float
|
From float
|
||||||
''''''''''
|
''''''''''
|
||||||
|
@ -444,13 +508,13 @@ Roth, it's easy to implement:
|
||||||
to do it are quite well known.
|
to do it are quite well known.
|
||||||
|
|
||||||
But If I *really* want my number to be
|
But If I *really* want my number to be
|
||||||
``Decimal('110000000000000008881784197001252...e-51')``, why can not
|
``Decimal('110000000000000008881784197001252...e-51')``, why can't I
|
||||||
write ``Decimal(1.1)``? Why should I expect Decimal to be "rounding"
|
write ``Decimal(1.1)``? Why should I expect Decimal to be "rounding"
|
||||||
it? Remember that ``1.1`` *is* binary floating point, so I can
|
it? Remember that ``1.1`` *is* binary floating point, so I can
|
||||||
predict the result. It's not intuitive to a beginner, but that's the
|
predict the result. It's not intuitive to a beginner, but that's the
|
||||||
way it is.
|
way it is.
|
||||||
|
|
||||||
Anyway, Paul Moore shown that (1) can't be, because::
|
Anyway, Paul Moore showed that (1) can't work, because::
|
||||||
|
|
||||||
(1) says D(1.1) == D('1.1')
|
(1) says D(1.1) == D('1.1')
|
||||||
but 1.1 == 1.1000000000000001
|
but 1.1 == 1.1000000000000001
|
||||||
|
@ -460,7 +524,7 @@ Anyway, Paul Moore shown that (1) can't be, because::
|
||||||
which is wrong, because if I write ``Decimal('1.1')`` it is exact, not
|
which is wrong, because if I write ``Decimal('1.1')`` it is exact, not
|
||||||
``D(1.1000000000000001)``. He also proposed to have an explicit
|
``D(1.1000000000000001)``. He also proposed to have an explicit
|
||||||
conversion to float. bokr says you need to put the precision in the
|
conversion to float. bokr says you need to put the precision in the
|
||||||
constructor and mwilson has the idea to::
|
constructor and mwilson agreed::
|
||||||
|
|
||||||
d = Decimal (1.1, 1) # take float value to 1 decimal place
|
d = Decimal (1.1, 1) # take float value to 1 decimal place
|
||||||
d = Decimal (1.1) # gets `places` from pre-set context
|
d = Decimal (1.1) # gets `places` from pre-set context
|
||||||
|
@ -475,15 +539,16 @@ So, the accepted solution through c.l.p is that you can not call Decimal
|
||||||
with a float. Instead you must use a method: Decimal.from_float(). The
|
with a float. Instead you must use a method: Decimal.from_float(). The
|
||||||
syntax::
|
syntax::
|
||||||
|
|
||||||
Decimal.from_float(floatNumber, [positions])
|
Decimal.from_float(floatNumber, [decimal_places])
|
||||||
|
|
||||||
where ``floatNumber`` is the float number origin of the construction and
|
where ``floatNumber`` is the float number origin of the construction
|
||||||
``positions`` is the positions after the decimal point where you apply a
|
and ``decimal_places`` are the number of digits after the decimal
|
||||||
round-half-up rounding, if any. In this way you can do, for example::
|
point where you apply a round-half-up rounding, if any. In this way
|
||||||
|
you can do, for example::
|
||||||
|
|
||||||
Decimal.from_float(1.1, 2): The same that doing Decimal('1.1').
|
Decimal.from_float(1.1, 2): The same as doing Decimal('1.1').
|
||||||
Decimal.from_float(1.1, 16): The same that doing Decimal('1.1000000000000001').
|
Decimal.from_float(1.1, 16): The same as doing Decimal('1.1000000000000001').
|
||||||
Decimal.from_float(1.1): The same that doing Decimal('110000000000000008881784197001252...e-51').
|
Decimal.from_float(1.1): The same as doing Decimal('1100000000000000088817841970012523233890533447265625e-51').
|
||||||
|
|
||||||
|
|
||||||
From tuples
|
From tuples
|
||||||
|
@ -500,6 +565,11 @@ and the exponent is a signed int or long::
|
||||||
|
|
||||||
Decimal((1, (3, 2, 2, 5), -2)) # for -32.25
|
Decimal((1, (3, 2, 2, 5), -2)) # for -32.25
|
||||||
|
|
||||||
|
Of course, you can construct in this way all special values::
|
||||||
|
|
||||||
|
Decimal( (0, (0,), 'F') ) # for Infinity
|
||||||
|
Decimal( (0, (0,), 'n') ) # for Not a Number
|
||||||
|
|
||||||
|
|
||||||
From Decimal
|
From Decimal
|
||||||
''''''''''''
|
''''''''''''
|
||||||
|
@ -513,11 +583,99 @@ Syntax for All Cases
|
||||||
::
|
::
|
||||||
|
|
||||||
Decimal(value1)
|
Decimal(value1)
|
||||||
Decimal.from_float(value2, [decimal_digits])
|
Decimal.from_float(value2, [decimal_places])
|
||||||
|
|
||||||
where ``value1`` can be int, long, string, tuple or Decimal,
|
where ``value1`` can be int, long, string, 3-tuple or Decimal,
|
||||||
``value1`` can be only float, and ``decimal_digits`` is an optional
|
``value2`` can only be float, and ``decimal_places`` is an optional
|
||||||
int.
|
non negative int.
|
||||||
|
|
||||||
|
|
||||||
|
Creating from Context
|
||||||
|
'''''''''''''''''''''
|
||||||
|
|
||||||
|
This item arose in python-dev from two sources in parallel. Ka-Ping
|
||||||
|
Yee proposes to pass the context as an argument at instance creation
|
||||||
|
(he wants the context he passes to be used only in creation time: "It
|
||||||
|
would not be persistent"). Tony Meyer asks from_string to honor the
|
||||||
|
context if it receives a parameter "honour_context" with a True value.
|
||||||
|
(I don't like it, because the doc specifies that the context be
|
||||||
|
honored and I don't want the method to comply with the specification
|
||||||
|
regarding the value of an argument.)
|
||||||
|
|
||||||
|
Tim Peters gives us a reason to have a creation that uses context:
|
||||||
|
|
||||||
|
In general number-crunching, literals may be given to high
|
||||||
|
precision, but that precision isn't free and *usually* isn't
|
||||||
|
needed
|
||||||
|
|
||||||
|
Casey Duncan wants to use another method, not a bool arg:
|
||||||
|
|
||||||
|
I find boolean arguments a general anti-pattern, especially given
|
||||||
|
we have class methods. Why not use an alternate constructor like
|
||||||
|
Decimal.rounded_to_context("3.14159265").
|
||||||
|
|
||||||
|
In the process of deciding the syntax of that, Tim came up with a
|
||||||
|
better idea: he proposes not to have a method in Decimal to create
|
||||||
|
with a different context, but having instead a method in Context to
|
||||||
|
create a Decimal instance. Basically, instead of::
|
||||||
|
|
||||||
|
D.using_context(number, context)
|
||||||
|
|
||||||
|
it will be::
|
||||||
|
|
||||||
|
context.create_decimal(number)
|
||||||
|
|
||||||
|
From Tim:
|
||||||
|
|
||||||
|
While all operations in the spec except for the two to-string
|
||||||
|
operations use context, no operations in the spec support an
|
||||||
|
optional local context. That the Decimal() constructor ignores
|
||||||
|
context by default is an extension to the spec. We must supply a
|
||||||
|
context-honoring from-string operation to meet the spec. I
|
||||||
|
recommend against any concept of "local context" in any operation
|
||||||
|
-- it complicates the model and isn't necessary.
|
||||||
|
|
||||||
|
So, we decided to use a context method to create a Decimal that will
|
||||||
|
use (only to be created) that context in particular (for further
|
||||||
|
operations it will use the context of the thread). But, a method with
|
||||||
|
what name?
|
||||||
|
|
||||||
|
Tim Peters proposes three methods to create from diverse sources
|
||||||
|
(from_string, from_int, from_float). I proposed to use one method,
|
||||||
|
``create_decimal()``, without caring about the data type. Michael
|
||||||
|
Chermside: "The name just fits my brain. The fact that it uses the
|
||||||
|
context is obvious from the fact that it's Context method".
|
||||||
|
|
||||||
|
The community agreed with that. I think that it's OK because a newbie
|
||||||
|
will not be using the creation method from Context (the separate
|
||||||
|
method in Decimal to construct from float is just to prevent newbies
|
||||||
|
from encountering binary floating point issues).
|
||||||
|
|
||||||
|
So, in short, if you want to create a Decimal instance using a
|
||||||
|
particular context (that will be used just at creation time and not
|
||||||
|
any further), you'll have to use a method of that context::
|
||||||
|
|
||||||
|
# n is any datatype accepted in Decimal(n) plus float
|
||||||
|
mycontext.create_decimal(n)
|
||||||
|
|
||||||
|
Example::
|
||||||
|
|
||||||
|
>>> # create a standard decimal instance
|
||||||
|
>>> Decimal("11.2233445566778899")
|
||||||
|
Decimal( (0, (1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9), -16) )
|
||||||
|
>>>
|
||||||
|
>>> # create a decimal instance using the thread context
|
||||||
|
>>> thread_context = getcontext()
|
||||||
|
>>> thread_context.prec
|
||||||
|
9
|
||||||
|
>>> thread_contex.create_decimal("11.2233445566778899")
|
||||||
|
Decimal( (0, (1, 1, 2, 2, 3, 3, 4, 4, 6), -7L) )
|
||||||
|
>>>
|
||||||
|
>>> # create a decimal instance using other context
|
||||||
|
>>> other_context = thread_context.copy()
|
||||||
|
>>> other_context.prec = 4
|
||||||
|
>>> other_context.create_decimal("11.2233445566778899")
|
||||||
|
Decimal( (0, (1, 1, 2, 2), -2L) )
|
||||||
|
|
||||||
|
|
||||||
Implicit construction
|
Implicit construction
|
||||||
|
@ -632,21 +790,376 @@ Python Usability
|
||||||
|
|
||||||
- Decimal should support unary operators (``-, +, abs``).
|
- Decimal should support unary operators (``-, +, abs``).
|
||||||
|
|
||||||
|
- repr() should round trip, meaning that::
|
||||||
|
|
||||||
|
m = Decimal(...)
|
||||||
|
m == eval(repr(m))
|
||||||
|
|
||||||
|
- Decimal should be immutable.
|
||||||
|
|
||||||
- Decimal should support the built-in methods:
|
- Decimal should support the built-in methods:
|
||||||
|
|
||||||
- min, max
|
- min, max
|
||||||
- float, int, long
|
- float, int, long
|
||||||
- str, repr
|
- str, repr
|
||||||
- hash
|
- hash
|
||||||
- copy, deepcopy
|
|
||||||
- bool (0 is false, otherwise true)
|
- bool (0 is false, otherwise true)
|
||||||
|
|
||||||
- Calling repr() should do round trip, meaning that::
|
There's been some discussion in python-dev about the behaviour of
|
||||||
|
``hash()``. The community agrees that if the values are the same, the
|
||||||
|
hashes of those values should also be the same. So, while Decimal(25)
|
||||||
|
== 25 is True, hash(Decimal(25)) should be equal to hash(25).
|
||||||
|
|
||||||
m = Decimal(...)
|
The detail is that you can NOT compare Decimal to floats or strings,
|
||||||
m == eval(repr(m))
|
so we should not worry about them giving the same hashes. In short::
|
||||||
|
|
||||||
- Decimal should be immutable.
|
hash(n) == hash(Decimal(n)) # Only if n is int, long, or Decimal
|
||||||
|
|
||||||
|
Regarding str() and repr() behaviour, Ka-Ping Yee proposes that repr()
|
||||||
|
have the same behaviour as str() and Tim Peters proposes that str()
|
||||||
|
behave like the to-scientific-string operation from the Spec.
|
||||||
|
|
||||||
|
This is posible, because (from Aahz): "The string form already
|
||||||
|
contains all the necessary information to reconstruct a Decimal
|
||||||
|
object".
|
||||||
|
|
||||||
|
And it also complies with the Spec; Tim Peters:
|
||||||
|
|
||||||
|
There's no requirement to have a method *named* "to_sci_string",
|
||||||
|
the only requirement is that *some* way to spell to-sci-string's
|
||||||
|
functionality be supplied. The meaning of to-sci-string is
|
||||||
|
precisely specified by the standard, and is a good choice for both
|
||||||
|
str(Decimal) and repr(Decimal).
|
||||||
|
|
||||||
|
|
||||||
|
Documentation
|
||||||
|
=============
|
||||||
|
|
||||||
|
This section explains all the public methods and attributes of Decimal
|
||||||
|
and Context.
|
||||||
|
|
||||||
|
|
||||||
|
Decimal Attributes
|
||||||
|
------------------
|
||||||
|
|
||||||
|
Decimal has no public attributes. The internal information is stored
|
||||||
|
in slots and should not be accessed by end users.
|
||||||
|
|
||||||
|
|
||||||
|
Decimal Methods
|
||||||
|
---------------
|
||||||
|
|
||||||
|
Following are the conversion and arithmetic operations defined in the
|
||||||
|
Spec, and how that functionality can be achieved with the actual
|
||||||
|
implementation.
|
||||||
|
|
||||||
|
- to-scientific-string: Use builtin function ``str()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('123456789012.345')
|
||||||
|
>>> str(d)
|
||||||
|
'1.23456789E+11'
|
||||||
|
|
||||||
|
- to-engineering-string: Use method ``to_eng_string()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('123456789012.345')
|
||||||
|
>>> d.to_eng_string()
|
||||||
|
'123.456789E+9'
|
||||||
|
|
||||||
|
- to-number: Use Context method ``create_decimal()``. The standard
|
||||||
|
constructor or ``from_float()`` constructor cannot be used because
|
||||||
|
these do not use the context (as is specified in the Spec for this
|
||||||
|
conversion).
|
||||||
|
|
||||||
|
- abs: Use builtin function ``abs()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> abs(d)
|
||||||
|
Decimal('15.67')
|
||||||
|
|
||||||
|
- add: Use operator ``+``::
|
||||||
|
|
||||||
|
>>> d = Decimal('15.6')
|
||||||
|
>>> d + 8
|
||||||
|
Decimal('23.6')
|
||||||
|
|
||||||
|
- subtract: Use operator ``-``::
|
||||||
|
|
||||||
|
>>> d = Decimal('15.6')
|
||||||
|
>>> d - 8
|
||||||
|
Decimal('7.6')
|
||||||
|
|
||||||
|
- compare: Use method ``compare()``. This method (and not the
|
||||||
|
built-in function cmp()) should only be used when dealing with
|
||||||
|
*special values*::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> nan = Decimal('NaN')
|
||||||
|
>>> d.compare(23)
|
||||||
|
'-1'
|
||||||
|
>>> d.compare(nan)
|
||||||
|
'NaN'
|
||||||
|
>>> cmp(d, 23)
|
||||||
|
-1
|
||||||
|
>>> cmp(d, nan)
|
||||||
|
1
|
||||||
|
|
||||||
|
- divide: Use operator ``/``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> d / 2
|
||||||
|
Decimal('-7.835')
|
||||||
|
|
||||||
|
- divide-integer: Use operator ``//``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> d // 2
|
||||||
|
Decimal('-7')
|
||||||
|
|
||||||
|
- max: Use method ``max()``. Only use this method (and not the
|
||||||
|
built-in function max()) when dealing with *special values*::
|
||||||
|
|
||||||
|
>>> d = Decimal('15')
|
||||||
|
>>> nan = Decimal('NaN')
|
||||||
|
>>> d.max(8)
|
||||||
|
Decimal('15')
|
||||||
|
>>> d.max(nan)
|
||||||
|
Decimal('NaN')
|
||||||
|
|
||||||
|
- min: Use method ``min()``. Only use this method (and not the
|
||||||
|
built-in function min()) when dealing with *special values*::
|
||||||
|
|
||||||
|
>>> d = Decimal('15')
|
||||||
|
>>> nan = Decimal('NaN')
|
||||||
|
>>> d.min(8)
|
||||||
|
Decimal('8')
|
||||||
|
>>> d.min(nan)
|
||||||
|
Decimal('NaN')
|
||||||
|
|
||||||
|
- minus: Use unary operator ``-``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> -d
|
||||||
|
Decimal('15.67')
|
||||||
|
|
||||||
|
- plus: Use unary operator ``+``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-15.67')
|
||||||
|
>>> +d
|
||||||
|
Decimal('-15.67')
|
||||||
|
|
||||||
|
- multiply: Use operator ``*``::
|
||||||
|
|
||||||
|
>>> d = Decimal('5.7')
|
||||||
|
>>> d * 3
|
||||||
|
Decimal('17.1')
|
||||||
|
|
||||||
|
- normalize: Use method ``normalize()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('123.45000')
|
||||||
|
>>> d.normalize()
|
||||||
|
Decimal('123.45')
|
||||||
|
>>> d = Decimal('120.00')
|
||||||
|
>>> d.normalize()
|
||||||
|
Decimal('1.2E+2')
|
||||||
|
|
||||||
|
- quantize: Use method ``quantize()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('2.17')
|
||||||
|
>>> d.quantize(Decimal('0.001'))
|
||||||
|
Decimal('2.170')
|
||||||
|
>>> d.quantize(Decimal('0.1'))
|
||||||
|
Decimal('2.2')
|
||||||
|
|
||||||
|
- remainder: Use operator ``%``::
|
||||||
|
|
||||||
|
>>> d = Decimal('10')
|
||||||
|
>>> d % 3
|
||||||
|
Decimal('1')
|
||||||
|
>>> d % 6
|
||||||
|
Decimal('4')
|
||||||
|
|
||||||
|
- remainder-near: Use method ``remainder_near()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('10')
|
||||||
|
>>> d.remainder_near(3)
|
||||||
|
Decimal('1')
|
||||||
|
>>> d.remainder_near(6)
|
||||||
|
Decimal('-2')
|
||||||
|
|
||||||
|
- round-to-integral-value: Use method ``to_integral()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('-123.456')
|
||||||
|
>>> d.to_integral()
|
||||||
|
Decimal('-123')
|
||||||
|
|
||||||
|
- same-quantum: Use method ``same_quantum()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('123.456')
|
||||||
|
>>> d.same_quantum(Decimal('0.001'))
|
||||||
|
True
|
||||||
|
>>> d.same_quantum(Decimal('0.01'))
|
||||||
|
False
|
||||||
|
|
||||||
|
- square-root: Use method ``sqrt()``::
|
||||||
|
|
||||||
|
>>> d = Decimal('123.456')
|
||||||
|
>>> d.sqrt()
|
||||||
|
Decimal('11.1110756')
|
||||||
|
|
||||||
|
- power: User operator ``**``::
|
||||||
|
|
||||||
|
>>> d = Decimal('12.56')
|
||||||
|
>>> d ** 2
|
||||||
|
Decimal('157.7536')
|
||||||
|
|
||||||
|
Following are other methods and why they exist:
|
||||||
|
|
||||||
|
- ``adjusted()``: Returns the adjusted exponent. This concept is
|
||||||
|
defined in the Spec: the adjusted exponent is the value of the
|
||||||
|
exponent of a number when that number is expressed as though in
|
||||||
|
scientific notation with one digit before any decimal point::
|
||||||
|
|
||||||
|
>>> d = Decimal('12.56')
|
||||||
|
>>> d.adjusted()
|
||||||
|
1
|
||||||
|
|
||||||
|
- ``from_float()``: Class method to create instances from float data
|
||||||
|
types::
|
||||||
|
|
||||||
|
>>> d = Decimal.from_float(12.35)
|
||||||
|
>>> d
|
||||||
|
Decimal('12.3500000')
|
||||||
|
|
||||||
|
- ``as_tuple()``: Show the internal structure of the Decimal, the
|
||||||
|
triple tuple. This method is not required by the Spec, but Tim
|
||||||
|
Peters proposed it and the community agreed to have it (it's useful
|
||||||
|
for developing and debugging)::
|
||||||
|
|
||||||
|
>>> d = Decimal('123.4')
|
||||||
|
>>> d.as_tuple()
|
||||||
|
(0, (1, 2, 3, 4), -1)
|
||||||
|
>>> d = Decimal('-2.34e5')
|
||||||
|
>>> d.as_tuple()
|
||||||
|
(1, (2, 3, 4), 3)
|
||||||
|
|
||||||
|
|
||||||
|
Context Attributes
|
||||||
|
------------------
|
||||||
|
|
||||||
|
These are the attributes that can be changed to modify the context.
|
||||||
|
|
||||||
|
- ``prec`` (int): the precision::
|
||||||
|
|
||||||
|
>>> c.prec
|
||||||
|
9
|
||||||
|
|
||||||
|
- ``rounding`` (str): rounding type (how to round)::
|
||||||
|
|
||||||
|
>>> c.rounding
|
||||||
|
'half_even'
|
||||||
|
|
||||||
|
- ``trap_enablers`` (dict): if trap_enablers[exception] = 1, then an
|
||||||
|
exception is raised when it is caused::
|
||||||
|
|
||||||
|
>>> c.trap_enablers[Underflow]
|
||||||
|
0
|
||||||
|
>>> c.trap_enablers[Clamped]
|
||||||
|
0
|
||||||
|
|
||||||
|
- ``flags`` (dict): when an exception is caused, flags[exception] is
|
||||||
|
incremented (whether or not the trap_enabler is set). Should be
|
||||||
|
reset by the user of Decimal instance::
|
||||||
|
|
||||||
|
>>> c.flags[Underflow]
|
||||||
|
0
|
||||||
|
>>> c.flags[Clamped]
|
||||||
|
0
|
||||||
|
|
||||||
|
- ``Emin`` (int): minimum exponent::
|
||||||
|
|
||||||
|
>>> c.Emin
|
||||||
|
-999999999
|
||||||
|
|
||||||
|
- ``Emax`` (int): maximum exponent::
|
||||||
|
|
||||||
|
>>> c.Emax
|
||||||
|
999999999
|
||||||
|
|
||||||
|
- ``capitals`` (int): boolean flag to use 'E' (True/1) or 'e'
|
||||||
|
(False/0) in the string (for example, '1.32e+2' or '1.32E+2')::
|
||||||
|
|
||||||
|
>>> c.capitals
|
||||||
|
1
|
||||||
|
|
||||||
|
|
||||||
|
Context Methods
|
||||||
|
---------------
|
||||||
|
|
||||||
|
The following methods comply with Decimal functionality from the Spec.
|
||||||
|
Be aware that the operations that are called through a specific
|
||||||
|
context use that context and not the thread context.
|
||||||
|
|
||||||
|
To use these methods, take note that the syntax changes when the
|
||||||
|
operator is binary or unary, for example::
|
||||||
|
|
||||||
|
>>> mycontext.abs(Decimal('-2'))
|
||||||
|
'2'
|
||||||
|
>>> mycontext.multiply(Decimal('2.3'), 5)
|
||||||
|
'11.5'
|
||||||
|
|
||||||
|
So, the following are the Spec operations and conversions and how to
|
||||||
|
achieve them through a context (where ``d`` is a Decimal instance and
|
||||||
|
``n`` a number that can be used in an `Implicit construction`_):
|
||||||
|
|
||||||
|
- to-scientific-string: ``to_sci_string(d)``
|
||||||
|
- to-engineering-string: ``to_eng_string(d)``
|
||||||
|
- to-number: ``create_decimal(number)``, see `Explicit construction`_
|
||||||
|
for ``number``.
|
||||||
|
- abs: ``abs(d)``
|
||||||
|
- add: ``add(d, n)``
|
||||||
|
- subtract: ``subtract(d, n)``
|
||||||
|
- compare: ``compare(d, n)``
|
||||||
|
- divide: ``divide(d, n)``
|
||||||
|
- divide-integer: ``divide_int(d, n)``
|
||||||
|
- max: ``max(d, n)``
|
||||||
|
- min: ``min(d, n)``
|
||||||
|
- minus: ``minus(d)``
|
||||||
|
- plus: ``plus(d)``
|
||||||
|
- multiply: ``multiply(d, n)``
|
||||||
|
- normalize: ``normalize(d)``
|
||||||
|
- quantize: ``quantize(d, d)``
|
||||||
|
- remainder: ``remainder(d)``
|
||||||
|
- remainder-near: ``remainder_near(d)``
|
||||||
|
- round-to-integral-value: ``to_integral(d)``
|
||||||
|
- same-quantum: ``same_quantum(d, d)``
|
||||||
|
- square-root: ``sqrt(d)``
|
||||||
|
- power: ``power(d, n)``
|
||||||
|
|
||||||
|
The following methods are to support decimal functionality through
|
||||||
|
Context:
|
||||||
|
|
||||||
|
- ``divmod(d, n)``
|
||||||
|
- ``eq(d, d)``
|
||||||
|
- ``gt(d, d)``
|
||||||
|
- ``lt(d, d)``
|
||||||
|
|
||||||
|
These are methods that return useful information from the Context:
|
||||||
|
|
||||||
|
- ``Etiny()``: Minimum exponent considering precision.
|
||||||
|
|
||||||
|
>>> c.Emin
|
||||||
|
-999999999
|
||||||
|
>>> c.Etiny()
|
||||||
|
-1000000007
|
||||||
|
|
||||||
|
- ``Etop()``: Maximum exponent considering precision.
|
||||||
|
|
||||||
|
>>> c.Emax
|
||||||
|
999999999
|
||||||
|
>>> c.Etop()
|
||||||
|
999999991
|
||||||
|
|
||||||
|
- ``copy()``: Returns a copy of the context.
|
||||||
|
|
||||||
|
|
||||||
Reference Implementation
|
Reference Implementation
|
||||||
|
@ -656,7 +1169,6 @@ To be included later:
|
||||||
|
|
||||||
- code
|
- code
|
||||||
- test code
|
- test code
|
||||||
- documentation
|
|
||||||
|
|
||||||
|
|
||||||
References
|
References
|
||||||
|
|
Loading…
Reference in New Issue