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Georg Brandl8ec7f652007-08-15 14:28:01 +00001
2.. _expressions:
3
4***********
5Expressions
6***********
7
8.. index:: single: expression
9
10This chapter explains the meaning of the elements of expressions in Python.
11
12.. index:: single: BNF
13
14**Syntax Notes:** In this and the following chapters, extended BNF notation will
15be used to describe syntax, not lexical analysis. When (one alternative of) a
16syntax rule has the form
17
18.. productionlist:: *
19 name: `othername`
20
21.. index:: single: syntax
22
23and no semantics are given, the semantics of this form of ``name`` are the same
24as for ``othername``.
25
26
27.. _conversions:
28
29Arithmetic conversions
30======================
31
32.. index:: pair: arithmetic; conversion
33
34When a description of an arithmetic operator below uses the phrase "the numeric
35arguments are converted to a common type," the arguments are coerced using the
36coercion rules listed at :ref:`coercion-rules`. If both arguments are standard
37numeric types, the following coercions are applied:
38
39* If either argument is a complex number, the other is converted to complex;
40
41* otherwise, if either argument is a floating point number, the other is
42 converted to floating point;
43
44* otherwise, if either argument is a long integer, the other is converted to
45 long integer;
46
47* otherwise, both must be plain integers and no conversion is necessary.
48
49Some additional rules apply for certain operators (e.g., a string left argument
50to the '%' operator). Extensions can define their own coercions.
51
52
53.. _atoms:
54
55Atoms
56=====
57
58.. index:: single: atom
59
60Atoms are the most basic elements of expressions. The simplest atoms are
61identifiers or literals. Forms enclosed in reverse quotes or in parentheses,
62brackets or braces are also categorized syntactically as atoms. The syntax for
63atoms is:
64
65.. productionlist::
66 atom: `identifier` | `literal` | `enclosure`
67 enclosure: `parenth_form` | `list_display`
68 : | `generator_expression` | `dict_display`
69 : | `string_conversion` | `yield_atom`
70
71
72.. _atom-identifiers:
73
74Identifiers (Names)
75-------------------
76
77.. index::
78 single: name
79 single: identifier
80
81An identifier occurring as an atom is a name. See section :ref:`identifiers`
82for lexical definition and section :ref:`naming` for documentation of naming and
83binding.
84
85.. index:: exception: NameError
86
87When the name is bound to an object, evaluation of the atom yields that object.
88When a name is not bound, an attempt to evaluate it raises a :exc:`NameError`
89exception.
90
91.. index::
92 pair: name; mangling
93 pair: private; names
94
95**Private name mangling:** When an identifier that textually occurs in a class
96definition begins with two or more underscore characters and does not end in two
97or more underscores, it is considered a :dfn:`private name` of that class.
98Private names are transformed to a longer form before code is generated for
99them. The transformation inserts the class name in front of the name, with
100leading underscores removed, and a single underscore inserted in front of the
101class name. For example, the identifier ``__spam`` occurring in a class named
102``Ham`` will be transformed to ``_Ham__spam``. This transformation is
103independent of the syntactical context in which the identifier is used. If the
104transformed name is extremely long (longer than 255 characters), implementation
105defined truncation may happen. If the class name consists only of underscores,
106no transformation is done.
107
Georg Brandl8ec7f652007-08-15 14:28:01 +0000108
109
110.. _atom-literals:
111
112Literals
113--------
114
115.. index:: single: literal
116
117Python supports string literals and various numeric literals:
118
119.. productionlist::
120 literal: `stringliteral` | `integer` | `longinteger`
121 : | `floatnumber` | `imagnumber`
122
123Evaluation of a literal yields an object of the given type (string, integer,
124long integer, floating point number, complex number) with the given value. The
125value may be approximated in the case of floating point and imaginary (complex)
126literals. See section :ref:`literals` for details.
127
128.. index::
129 triple: immutable; data; type
130 pair: immutable; object
131
132All literals correspond to immutable data types, and hence the object's identity
133is less important than its value. Multiple evaluations of literals with the
134same value (either the same occurrence in the program text or a different
135occurrence) may obtain the same object or a different object with the same
136value.
137
138
139.. _parenthesized:
140
141Parenthesized forms
142-------------------
143
144.. index:: single: parenthesized form
145
146A parenthesized form is an optional expression list enclosed in parentheses:
147
148.. productionlist::
149 parenth_form: "(" [`expression_list`] ")"
150
151A parenthesized expression list yields whatever that expression list yields: if
152the list contains at least one comma, it yields a tuple; otherwise, it yields
153the single expression that makes up the expression list.
154
155.. index:: pair: empty; tuple
156
157An empty pair of parentheses yields an empty tuple object. Since tuples are
158immutable, the rules for literals apply (i.e., two occurrences of the empty
159tuple may or may not yield the same object).
160
161.. index::
162 single: comma
163 pair: tuple; display
164
165Note that tuples are not formed by the parentheses, but rather by use of the
166comma operator. The exception is the empty tuple, for which parentheses *are*
167required --- allowing unparenthesized "nothing" in expressions would cause
168ambiguities and allow common typos to pass uncaught.
169
170
171.. _lists:
172
173List displays
174-------------
175
176.. index::
177 pair: list; display
178 pair: list; comprehensions
179
180A list display is a possibly empty series of expressions enclosed in square
181brackets:
182
183.. productionlist::
184 list_display: "[" [`expression_list` | `list_comprehension`] "]"
185 list_comprehension: `expression` `list_for`
186 list_for: "for" `target_list` "in" `old_expression_list` [`list_iter`]
187 old_expression_list: `old_expression` [("," `old_expression`)+ [","]]
188 list_iter: `list_for` | `list_if`
189 list_if: "if" `old_expression` [`list_iter`]
190
191.. index::
192 pair: list; comprehensions
193 object: list
194 pair: empty; list
195
196A list display yields a new list object. Its contents are specified by
197providing either a list of expressions or a list comprehension. When a
198comma-separated list of expressions is supplied, its elements are evaluated from
199left to right and placed into the list object in that order. When a list
200comprehension is supplied, it consists of a single expression followed by at
201least one :keyword:`for` clause and zero or more :keyword:`for` or :keyword:`if`
202clauses. In this case, the elements of the new list are those that would be
203produced by considering each of the :keyword:`for` or :keyword:`if` clauses a
204block, nesting from left to right, and evaluating the expression to produce a
205list element each time the innermost block is reached [#]_.
206
207
208.. _genexpr:
209
210Generator expressions
211---------------------
212
213.. index:: pair: generator; expression
214
215A generator expression is a compact generator notation in parentheses:
216
217.. productionlist::
218 generator_expression: "(" `expression` `genexpr_for` ")"
219 genexpr_for: "for" `target_list` "in" `or_test` [`genexpr_iter`]
220 genexpr_iter: `genexpr_for` | `genexpr_if`
221 genexpr_if: "if" `old_expression` [`genexpr_iter`]
222
223.. index:: object: generator
224
225A generator expression yields a new generator object. It consists of a single
226expression followed by at least one :keyword:`for` clause and zero or more
227:keyword:`for` or :keyword:`if` clauses. The iterating values of the new
228generator are those that would be produced by considering each of the
229:keyword:`for` or :keyword:`if` clauses a block, nesting from left to right, and
230evaluating the expression to yield a value that is reached the innermost block
231for each iteration.
232
Georg Brandl8e67ef52008-03-03 21:31:50 +0000233Variables used in the generator expression are evaluated lazily in a separate
234scope when the :meth:`next` method is called for the generator object (in the
235same fashion as for normal generators). However, the :keyword:`in` expression
236of the leftmost :keyword:`for` clause is immediately evaluated in the current
237scope so that an error produced by it can be seen before any other possible
238error in the code that handles the generator expression. Subsequent
239:keyword:`for` and :keyword:`if` clauses cannot be evaluated immediately since
240they may depend on the previous :keyword:`for` loop. For example:
241``(x*y for x in range(10) for y in bar(x))``.
Georg Brandl8ec7f652007-08-15 14:28:01 +0000242
243The parentheses can be omitted on calls with only one argument. See section
244:ref:`calls` for the detail.
245
246
247.. _dict:
248
249Dictionary displays
250-------------------
251
252.. index:: pair: dictionary; display
253
254.. index::
255 single: key
256 single: datum
257 single: key/datum pair
258
259A dictionary display is a possibly empty series of key/datum pairs enclosed in
260curly braces:
261
262.. productionlist::
263 dict_display: "{" [`key_datum_list`] "}"
264 key_datum_list: `key_datum` ("," `key_datum`)* [","]
265 key_datum: `expression` ":" `expression`
266
267.. index:: object: dictionary
268
269A dictionary display yields a new dictionary object.
270
271The key/datum pairs are evaluated from left to right to define the entries of
272the dictionary: each key object is used as a key into the dictionary to store
273the corresponding datum.
274
275.. index:: pair: immutable; object
276
277Restrictions on the types of the key values are listed earlier in section
Georg Brandl7c3e79f2007-11-02 20:06:17 +0000278:ref:`types`. (To summarize, the key type should be :term:`hashable`, which excludes
Georg Brandl8ec7f652007-08-15 14:28:01 +0000279all mutable objects.) Clashes between duplicate keys are not detected; the last
280datum (textually rightmost in the display) stored for a given key value
281prevails.
282
283
284.. _string-conversions:
285
286String conversions
287------------------
288
289.. index::
290 pair: string; conversion
291 pair: reverse; quotes
292 pair: backward; quotes
293 single: back-quotes
294
295A string conversion is an expression list enclosed in reverse (a.k.a. backward)
296quotes:
297
298.. productionlist::
299 string_conversion: "'" `expression_list` "'"
300
301A string conversion evaluates the contained expression list and converts the
302resulting object into a string according to rules specific to its type.
303
304If the object is a string, a number, ``None``, or a tuple, list or dictionary
305containing only objects whose type is one of these, the resulting string is a
306valid Python expression which can be passed to the built-in function
307:func:`eval` to yield an expression with the same value (or an approximation, if
308floating point numbers are involved).
309
310(In particular, converting a string adds quotes around it and converts "funny"
311characters to escape sequences that are safe to print.)
312
313.. index:: object: recursive
314
315Recursive objects (for example, lists or dictionaries that contain a reference
316to themselves, directly or indirectly) use ``...`` to indicate a recursive
317reference, and the result cannot be passed to :func:`eval` to get an equal value
318(:exc:`SyntaxError` will be raised instead).
319
320.. index::
321 builtin: repr
322 builtin: str
323
324The built-in function :func:`repr` performs exactly the same conversion in its
325argument as enclosing it in parentheses and reverse quotes does. The built-in
326function :func:`str` performs a similar but more user-friendly conversion.
327
328
329.. _yieldexpr:
330
331Yield expressions
332-----------------
333
334.. index::
335 keyword: yield
336 pair: yield; expression
337 pair: generator; function
338
339.. productionlist::
340 yield_atom: "(" `yield_expression` ")"
341 yield_expression: "yield" [`expression_list`]
342
343.. versionadded:: 2.5
344
345The :keyword:`yield` expression is only used when defining a generator function,
346and can only be used in the body of a function definition. Using a
347:keyword:`yield` expression in a function definition is sufficient to cause that
348definition to create a generator function instead of a normal function.
349
350When a generator function is called, it returns an iterator known as a
351generator. That generator then controls the execution of a generator function.
352The execution starts when one of the generator's methods is called. At that
353time, the execution proceeds to the first :keyword:`yield` expression, where it
354is suspended again, returning the value of :token:`expression_list` to
355generator's caller. By suspended we mean that all local state is retained,
356including the current bindings of local variables, the instruction pointer, and
357the internal evaluation stack. When the execution is resumed by calling one of
358the generator's methods, the function can proceed exactly as if the
359:keyword:`yield` expression was just another external call. The value of the
360:keyword:`yield` expression after resuming depends on the method which resumed
361the execution.
362
363.. index:: single: coroutine
364
365All of this makes generator functions quite similar to coroutines; they yield
366multiple times, they have more than one entry point and their execution can be
367suspended. The only difference is that a generator function cannot control
368where should the execution continue after it yields; the control is always
369transfered to the generator's caller.
370
371.. index:: object: generator
372
373The following generator's methods can be used to control the execution of a
374generator function:
375
376.. index:: exception: StopIteration
377
378
379.. method:: generator.next()
380
381 Starts the execution of a generator function or resumes it at the last executed
382 :keyword:`yield` expression. When a generator function is resumed with a
383 :meth:`next` method, the current :keyword:`yield` expression always evaluates to
384 :const:`None`. The execution then continues to the next :keyword:`yield`
385 expression, where the generator is suspended again, and the value of the
386 :token:`expression_list` is returned to :meth:`next`'s caller. If the generator
387 exits without yielding another value, a :exc:`StopIteration` exception is
388 raised.
389
390
391.. method:: generator.send(value)
392
393 Resumes the execution and "sends" a value into the generator function. The
394 ``value`` argument becomes the result of the current :keyword:`yield`
395 expression. The :meth:`send` method returns the next value yielded by the
396 generator, or raises :exc:`StopIteration` if the generator exits without
397 yielding another value. When :meth:`send` is called to start the generator, it
398 must be called with :const:`None` as the argument, because there is no
Georg Brandl907a7202008-02-22 12:31:45 +0000399 :keyword:`yield` expression that could receive the value.
Georg Brandl8ec7f652007-08-15 14:28:01 +0000400
401
402.. method:: generator.throw(type[, value[, traceback]])
403
404 Raises an exception of type ``type`` at the point where generator was paused,
405 and returns the next value yielded by the generator function. If the generator
406 exits without yielding another value, a :exc:`StopIteration` exception is
407 raised. If the generator function does not catch the passed-in exception, or
408 raises a different exception, then that exception propagates to the caller.
409
410.. index:: exception: GeneratorExit
411
412
413.. method:: generator.close()
414
415 Raises a :exc:`GeneratorExit` at the point where the generator function was
416 paused. If the generator function then raises :exc:`StopIteration` (by exiting
417 normally, or due to already being closed) or :exc:`GeneratorExit` (by not
418 catching the exception), close returns to its caller. If the generator yields a
419 value, a :exc:`RuntimeError` is raised. If the generator raises any other
420 exception, it is propagated to the caller. :meth:`close` does nothing if the
421 generator has already exited due to an exception or normal exit.
422
423Here is a simple example that demonstrates the behavior of generators and
424generator functions::
425
426 >>> def echo(value=None):
427 ... print "Execution starts when 'next()' is called for the first time."
428 ... try:
429 ... while True:
430 ... try:
431 ... value = (yield value)
Georg Brandl8ec7f652007-08-15 14:28:01 +0000432 ... except Exception, e:
433 ... value = e
434 ... finally:
435 ... print "Don't forget to clean up when 'close()' is called."
436 ...
437 >>> generator = echo(1)
438 >>> print generator.next()
439 Execution starts when 'next()' is called for the first time.
440 1
441 >>> print generator.next()
442 None
443 >>> print generator.send(2)
444 2
445 >>> generator.throw(TypeError, "spam")
446 TypeError('spam',)
447 >>> generator.close()
448 Don't forget to clean up when 'close()' is called.
449
450
451.. seealso::
452
453 :pep:`0342` - Coroutines via Enhanced Generators
454 The proposal to enhance the API and syntax of generators, making them usable as
455 simple coroutines.
456
457
458.. _primaries:
459
460Primaries
461=========
462
463.. index:: single: primary
464
465Primaries represent the most tightly bound operations of the language. Their
466syntax is:
467
468.. productionlist::
469 primary: `atom` | `attributeref` | `subscription` | `slicing` | `call`
470
471
472.. _attribute-references:
473
474Attribute references
475--------------------
476
477.. index:: pair: attribute; reference
478
479An attribute reference is a primary followed by a period and a name:
480
481.. productionlist::
482 attributeref: `primary` "." `identifier`
483
484.. index::
485 exception: AttributeError
486 object: module
487 object: list
488
489The primary must evaluate to an object of a type that supports attribute
490references, e.g., a module, list, or an instance. This object is then asked to
491produce the attribute whose name is the identifier. If this attribute is not
492available, the exception :exc:`AttributeError` is raised. Otherwise, the type
493and value of the object produced is determined by the object. Multiple
494evaluations of the same attribute reference may yield different objects.
495
496
497.. _subscriptions:
498
499Subscriptions
500-------------
501
502.. index:: single: subscription
503
504.. index::
505 object: sequence
506 object: mapping
507 object: string
508 object: tuple
509 object: list
510 object: dictionary
511 pair: sequence; item
512
513A subscription selects an item of a sequence (string, tuple or list) or mapping
514(dictionary) object:
515
516.. productionlist::
517 subscription: `primary` "[" `expression_list` "]"
518
519The primary must evaluate to an object of a sequence or mapping type.
520
521If the primary is a mapping, the expression list must evaluate to an object
522whose value is one of the keys of the mapping, and the subscription selects the
523value in the mapping that corresponds to that key. (The expression list is a
524tuple except if it has exactly one item.)
525
526If the primary is a sequence, the expression (list) must evaluate to a plain
527integer. If this value is negative, the length of the sequence is added to it
528(so that, e.g., ``x[-1]`` selects the last item of ``x``.) The resulting value
529must be a nonnegative integer less than the number of items in the sequence, and
530the subscription selects the item whose index is that value (counting from
531zero).
532
533.. index::
534 single: character
535 pair: string; item
536
537A string's items are characters. A character is not a separate data type but a
538string of exactly one character.
539
540
541.. _slicings:
542
543Slicings
544--------
545
546.. index::
547 single: slicing
548 single: slice
549
550.. index::
551 object: sequence
552 object: string
553 object: tuple
554 object: list
555
556A slicing selects a range of items in a sequence object (e.g., a string, tuple
557or list). Slicings may be used as expressions or as targets in assignment or
558:keyword:`del` statements. The syntax for a slicing:
559
560.. productionlist::
561 slicing: `simple_slicing` | `extended_slicing`
562 simple_slicing: `primary` "[" `short_slice` "]"
563 extended_slicing: `primary` "[" `slice_list` "]"
564 slice_list: `slice_item` ("," `slice_item`)* [","]
565 slice_item: `expression` | `proper_slice` | `ellipsis`
566 proper_slice: `short_slice` | `long_slice`
567 short_slice: [`lower_bound`] ":" [`upper_bound`]
568 long_slice: `short_slice` ":" [`stride`]
569 lower_bound: `expression`
570 upper_bound: `expression`
571 stride: `expression`
572 ellipsis: "..."
573
574.. index:: pair: extended; slicing
575
576There is ambiguity in the formal syntax here: anything that looks like an
577expression list also looks like a slice list, so any subscription can be
578interpreted as a slicing. Rather than further complicating the syntax, this is
579disambiguated by defining that in this case the interpretation as a subscription
580takes priority over the interpretation as a slicing (this is the case if the
581slice list contains no proper slice nor ellipses). Similarly, when the slice
582list has exactly one short slice and no trailing comma, the interpretation as a
583simple slicing takes priority over that as an extended slicing.
584
585The semantics for a simple slicing are as follows. The primary must evaluate to
586a sequence object. The lower and upper bound expressions, if present, must
587evaluate to plain integers; defaults are zero and the ``sys.maxint``,
588respectively. If either bound is negative, the sequence's length is added to
589it. The slicing now selects all items with index *k* such that ``i <= k < j``
590where *i* and *j* are the specified lower and upper bounds. This may be an
591empty sequence. It is not an error if *i* or *j* lie outside the range of valid
592indexes (such items don't exist so they aren't selected).
593
594.. index::
595 single: start (slice object attribute)
596 single: stop (slice object attribute)
597 single: step (slice object attribute)
598
599The semantics for an extended slicing are as follows. The primary must evaluate
600to a mapping object, and it is indexed with a key that is constructed from the
601slice list, as follows. If the slice list contains at least one comma, the key
602is a tuple containing the conversion of the slice items; otherwise, the
603conversion of the lone slice item is the key. The conversion of a slice item
604that is an expression is that expression. The conversion of an ellipsis slice
605item is the built-in ``Ellipsis`` object. The conversion of a proper slice is a
606slice object (see section :ref:`types`) whose :attr:`start`, :attr:`stop` and
607:attr:`step` attributes are the values of the expressions given as lower bound,
608upper bound and stride, respectively, substituting ``None`` for missing
609expressions.
610
611
612.. _calls:
613
614Calls
615-----
616
617.. index:: single: call
618
619.. index:: object: callable
620
621A call calls a callable object (e.g., a function) with a possibly empty series
622of arguments:
623
624.. productionlist::
625 call: `primary` "(" [`argument_list` [","]
626 : | `expression` `genexpr_for`] ")"
627 argument_list: `positional_arguments` ["," `keyword_arguments`]
628 : ["," "*" `expression`]
629 : ["," "**" `expression`]
630 : | `keyword_arguments` ["," "*" `expression`]
631 : ["," "**" `expression`]
632 : | "*" `expression` ["," "**" `expression`]
633 : | "**" `expression`
634 positional_arguments: `expression` ("," `expression`)*
635 keyword_arguments: `keyword_item` ("," `keyword_item`)*
636 keyword_item: `identifier` "=" `expression`
637
638A trailing comma may be present after the positional and keyword arguments but
639does not affect the semantics.
640
641The primary must evaluate to a callable object (user-defined functions, built-in
642functions, methods of built-in objects, class objects, methods of class
643instances, and certain class instances themselves are callable; extensions may
644define additional callable object types). All argument expressions are
645evaluated before the call is attempted. Please refer to section :ref:`function`
646for the syntax of formal parameter lists.
647
648If keyword arguments are present, they are first converted to positional
649arguments, as follows. First, a list of unfilled slots is created for the
650formal parameters. If there are N positional arguments, they are placed in the
651first N slots. Next, for each keyword argument, the identifier is used to
652determine the corresponding slot (if the identifier is the same as the first
653formal parameter name, the first slot is used, and so on). If the slot is
654already filled, a :exc:`TypeError` exception is raised. Otherwise, the value of
655the argument is placed in the slot, filling it (even if the expression is
656``None``, it fills the slot). When all arguments have been processed, the slots
657that are still unfilled are filled with the corresponding default value from the
658function definition. (Default values are calculated, once, when the function is
659defined; thus, a mutable object such as a list or dictionary used as default
660value will be shared by all calls that don't specify an argument value for the
661corresponding slot; this should usually be avoided.) If there are any unfilled
662slots for which no default value is specified, a :exc:`TypeError` exception is
663raised. Otherwise, the list of filled slots is used as the argument list for
664the call.
665
666If there are more positional arguments than there are formal parameter slots, a
667:exc:`TypeError` exception is raised, unless a formal parameter using the syntax
668``*identifier`` is present; in this case, that formal parameter receives a tuple
669containing the excess positional arguments (or an empty tuple if there were no
670excess positional arguments).
671
672If any keyword argument does not correspond to a formal parameter name, a
673:exc:`TypeError` exception is raised, unless a formal parameter using the syntax
674``**identifier`` is present; in this case, that formal parameter receives a
675dictionary containing the excess keyword arguments (using the keywords as keys
676and the argument values as corresponding values), or a (new) empty dictionary if
677there were no excess keyword arguments.
678
679If the syntax ``*expression`` appears in the function call, ``expression`` must
680evaluate to a sequence. Elements from this sequence are treated as if they were
Georg Brandl907a7202008-02-22 12:31:45 +0000681additional positional arguments; if there are positional arguments *x1*,...,*xN*
Georg Brandl8ec7f652007-08-15 14:28:01 +0000682, and ``expression`` evaluates to a sequence *y1*,...,*yM*, this is equivalent
683to a call with M+N positional arguments *x1*,...,*xN*,*y1*,...,*yM*.
684
685A consequence of this is that although the ``*expression`` syntax appears
686*after* any keyword arguments, it is processed *before* the keyword arguments
687(and the ``**expression`` argument, if any -- see below). So::
688
689 >>> def f(a, b):
690 ... print a, b
691 ...
692 >>> f(b=1, *(2,))
693 2 1
694 >>> f(a=1, *(2,))
695 Traceback (most recent call last):
696 File "<stdin>", line 1, in ?
697 TypeError: f() got multiple values for keyword argument 'a'
698 >>> f(1, *(2,))
699 1 2
700
701It is unusual for both keyword arguments and the ``*expression`` syntax to be
702used in the same call, so in practice this confusion does not arise.
703
704If the syntax ``**expression`` appears in the function call, ``expression`` must
705evaluate to a mapping, the contents of which are treated as additional keyword
706arguments. In the case of a keyword appearing in both ``expression`` and as an
707explicit keyword argument, a :exc:`TypeError` exception is raised.
708
709Formal parameters using the syntax ``*identifier`` or ``**identifier`` cannot be
710used as positional argument slots or as keyword argument names. Formal
711parameters using the syntax ``(sublist)`` cannot be used as keyword argument
712names; the outermost sublist corresponds to a single unnamed argument slot, and
713the argument value is assigned to the sublist using the usual tuple assignment
714rules after all other parameter processing is done.
715
716A call always returns some value, possibly ``None``, unless it raises an
717exception. How this value is computed depends on the type of the callable
718object.
719
720If it is---
721
722a user-defined function:
723 .. index::
724 pair: function; call
725 triple: user-defined; function; call
726 object: user-defined function
727 object: function
728
729 The code block for the function is executed, passing it the argument list. The
730 first thing the code block will do is bind the formal parameters to the
731 arguments; this is described in section :ref:`function`. When the code block
732 executes a :keyword:`return` statement, this specifies the return value of the
733 function call.
734
735a built-in function or method:
736 .. index::
737 pair: function; call
738 pair: built-in function; call
739 pair: method; call
740 pair: built-in method; call
741 object: built-in method
742 object: built-in function
743 object: method
744 object: function
745
746 The result is up to the interpreter; see :ref:`built-in-funcs` for the
747 descriptions of built-in functions and methods.
748
749a class object:
750 .. index::
751 object: class
752 pair: class object; call
753
754 A new instance of that class is returned.
755
756a class instance method:
757 .. index::
758 object: class instance
759 object: instance
760 pair: class instance; call
761
762 The corresponding user-defined function is called, with an argument list that is
763 one longer than the argument list of the call: the instance becomes the first
764 argument.
765
766a class instance:
767 .. index::
768 pair: instance; call
769 single: __call__() (object method)
770
771 The class must define a :meth:`__call__` method; the effect is then the same as
772 if that method was called.
773
774
775.. _power:
776
777The power operator
778==================
779
780The power operator binds more tightly than unary operators on its left; it binds
781less tightly than unary operators on its right. The syntax is:
782
783.. productionlist::
784 power: `primary` ["**" `u_expr`]
785
786Thus, in an unparenthesized sequence of power and unary operators, the operators
787are evaluated from right to left (this does not constrain the evaluation order
Georg Brandlff457b12007-08-21 06:07:08 +0000788for the operands): ``-1**2`` results in ``-1``.
Georg Brandl8ec7f652007-08-15 14:28:01 +0000789
790The power operator has the same semantics as the built-in :func:`pow` function,
791when called with two arguments: it yields its left argument raised to the power
792of its right argument. The numeric arguments are first converted to a common
793type. The result type is that of the arguments after coercion.
794
795With mixed operand types, the coercion rules for binary arithmetic operators
796apply. For int and long int operands, the result has the same type as the
797operands (after coercion) unless the second argument is negative; in that case,
798all arguments are converted to float and a float result is delivered. For
799example, ``10**2`` returns ``100``, but ``10**-2`` returns ``0.01``. (This last
800feature was added in Python 2.2. In Python 2.1 and before, if both arguments
801were of integer types and the second argument was negative, an exception was
802raised).
803
804Raising ``0.0`` to a negative power results in a :exc:`ZeroDivisionError`.
Jeffrey Yasskin9871d8f2008-01-05 08:47:13 +0000805Raising a negative number to a fractional power results in a :exc:`ValueError`.
Georg Brandl8ec7f652007-08-15 14:28:01 +0000806
807
808.. _unary:
809
810Unary arithmetic operations
811===========================
812
813.. index::
814 triple: unary; arithmetic; operation
Georg Brandlf725b952008-01-05 19:44:22 +0000815 triple: unary; bitwise; operation
Georg Brandl8ec7f652007-08-15 14:28:01 +0000816
Georg Brandlf725b952008-01-05 19:44:22 +0000817All unary arithmetic (and bitwise) operations have the same priority:
Georg Brandl8ec7f652007-08-15 14:28:01 +0000818
819.. productionlist::
820 u_expr: `power` | "-" `u_expr` | "+" `u_expr` | "~" `u_expr`
821
822.. index::
823 single: negation
824 single: minus
825
826The unary ``-`` (minus) operator yields the negation of its numeric argument.
827
828.. index:: single: plus
829
830The unary ``+`` (plus) operator yields its numeric argument unchanged.
831
832.. index:: single: inversion
833
Georg Brandlf725b952008-01-05 19:44:22 +0000834The unary ``~`` (invert) operator yields the bitwise inversion of its plain or
835long integer argument. The bitwise inversion of ``x`` is defined as
Georg Brandl8ec7f652007-08-15 14:28:01 +0000836``-(x+1)``. It only applies to integral numbers.
837
838.. index:: exception: TypeError
839
840In all three cases, if the argument does not have the proper type, a
841:exc:`TypeError` exception is raised.
842
843
844.. _binary:
845
846Binary arithmetic operations
847============================
848
849.. index:: triple: binary; arithmetic; operation
850
851The binary arithmetic operations have the conventional priority levels. Note
852that some of these operations also apply to certain non-numeric types. Apart
853from the power operator, there are only two levels, one for multiplicative
854operators and one for additive operators:
855
856.. productionlist::
857 m_expr: `u_expr` | `m_expr` "*" `u_expr` | `m_expr` "//" `u_expr` | `m_expr` "/" `u_expr`
858 : | `m_expr` "%" `u_expr`
859 a_expr: `m_expr` | `a_expr` "+" `m_expr` | `a_expr` "-" `m_expr`
860
861.. index:: single: multiplication
862
863The ``*`` (multiplication) operator yields the product of its arguments. The
864arguments must either both be numbers, or one argument must be an integer (plain
865or long) and the other must be a sequence. In the former case, the numbers are
866converted to a common type and then multiplied together. In the latter case,
867sequence repetition is performed; a negative repetition factor yields an empty
868sequence.
869
870.. index::
871 exception: ZeroDivisionError
872 single: division
873
874The ``/`` (division) and ``//`` (floor division) operators yield the quotient of
875their arguments. The numeric arguments are first converted to a common type.
876Plain or long integer division yields an integer of the same type; the result is
877that of mathematical division with the 'floor' function applied to the result.
878Division by zero raises the :exc:`ZeroDivisionError` exception.
879
880.. index:: single: modulo
881
882The ``%`` (modulo) operator yields the remainder from the division of the first
883argument by the second. The numeric arguments are first converted to a common
884type. A zero right argument raises the :exc:`ZeroDivisionError` exception. The
885arguments may be floating point numbers, e.g., ``3.14%0.7`` equals ``0.34``
886(since ``3.14`` equals ``4*0.7 + 0.34``.) The modulo operator always yields a
887result with the same sign as its second operand (or zero); the absolute value of
888the result is strictly smaller than the absolute value of the second operand
889[#]_.
890
891The integer division and modulo operators are connected by the following
892identity: ``x == (x/y)*y + (x%y)``. Integer division and modulo are also
893connected with the built-in function :func:`divmod`: ``divmod(x, y) == (x/y,
894x%y)``. These identities don't hold for floating point numbers; there similar
895identities hold approximately where ``x/y`` is replaced by ``floor(x/y)`` or
896``floor(x/y) - 1`` [#]_.
897
898In addition to performing the modulo operation on numbers, the ``%`` operator is
899also overloaded by string and unicode objects to perform string formatting (also
900known as interpolation). The syntax for string formatting is described in the
901Python Library Reference, section :ref:`string-formatting`.
902
903.. deprecated:: 2.3
904 The floor division operator, the modulo operator, and the :func:`divmod`
905 function are no longer defined for complex numbers. Instead, convert to a
906 floating point number using the :func:`abs` function if appropriate.
907
908.. index:: single: addition
909
910The ``+`` (addition) operator yields the sum of its arguments. The arguments
911must either both be numbers or both sequences of the same type. In the former
912case, the numbers are converted to a common type and then added together. In
913the latter case, the sequences are concatenated.
914
915.. index:: single: subtraction
916
917The ``-`` (subtraction) operator yields the difference of its arguments. The
918numeric arguments are first converted to a common type.
919
920
921.. _shifting:
922
923Shifting operations
924===================
925
926.. index:: pair: shifting; operation
927
928The shifting operations have lower priority than the arithmetic operations:
929
930.. productionlist::
931 shift_expr: `a_expr` | `shift_expr` ( "<<" | ">>" ) `a_expr`
932
933These operators accept plain or long integers as arguments. The arguments are
934converted to a common type. They shift the first argument to the left or right
935by the number of bits given by the second argument.
936
937.. index:: exception: ValueError
938
939A right shift by *n* bits is defined as division by ``pow(2,n)``. A left shift
940by *n* bits is defined as multiplication with ``pow(2,n)``; for plain integers
941there is no overflow check so in that case the operation drops bits and flips
942the sign if the result is not less than ``pow(2,31)`` in absolute value.
943Negative shift counts raise a :exc:`ValueError` exception.
944
945
946.. _bitwise:
947
Georg Brandlf725b952008-01-05 19:44:22 +0000948Binary bitwise operations
949=========================
Georg Brandl8ec7f652007-08-15 14:28:01 +0000950
Georg Brandlf725b952008-01-05 19:44:22 +0000951.. index:: triple: binary; bitwise; operation
Georg Brandl8ec7f652007-08-15 14:28:01 +0000952
953Each of the three bitwise operations has a different priority level:
954
955.. productionlist::
956 and_expr: `shift_expr` | `and_expr` "&" `shift_expr`
957 xor_expr: `and_expr` | `xor_expr` "^" `and_expr`
958 or_expr: `xor_expr` | `or_expr` "|" `xor_expr`
959
Georg Brandlf725b952008-01-05 19:44:22 +0000960.. index:: pair: bitwise; and
Georg Brandl8ec7f652007-08-15 14:28:01 +0000961
962The ``&`` operator yields the bitwise AND of its arguments, which must be plain
963or long integers. The arguments are converted to a common type.
964
965.. index::
Georg Brandlf725b952008-01-05 19:44:22 +0000966 pair: bitwise; xor
Georg Brandl8ec7f652007-08-15 14:28:01 +0000967 pair: exclusive; or
968
969The ``^`` operator yields the bitwise XOR (exclusive OR) of its arguments, which
970must be plain or long integers. The arguments are converted to a common type.
971
972.. index::
Georg Brandlf725b952008-01-05 19:44:22 +0000973 pair: bitwise; or
Georg Brandl8ec7f652007-08-15 14:28:01 +0000974 pair: inclusive; or
975
976The ``|`` operator yields the bitwise (inclusive) OR of its arguments, which
977must be plain or long integers. The arguments are converted to a common type.
978
979
980.. _comparisons:
Georg Brandlb19be572007-12-29 10:57:00 +0000981.. _is:
982.. _isnot:
983.. _in:
984.. _notin:
Georg Brandl8ec7f652007-08-15 14:28:01 +0000985
986Comparisons
987===========
988
989.. index:: single: comparison
990
991.. index:: pair: C; language
992
993Unlike C, all comparison operations in Python have the same priority, which is
994lower than that of any arithmetic, shifting or bitwise operation. Also unlike
995C, expressions like ``a < b < c`` have the interpretation that is conventional
996in mathematics:
997
998.. productionlist::
999 comparison: `or_expr` ( `comp_operator` `or_expr` )*
1000 comp_operator: "<" | ">" | "==" | ">=" | "<=" | "<>" | "!="
1001 : | "is" ["not"] | ["not"] "in"
1002
1003Comparisons yield boolean values: ``True`` or ``False``.
1004
1005.. index:: pair: chaining; comparisons
1006
1007Comparisons can be chained arbitrarily, e.g., ``x < y <= z`` is equivalent to
1008``x < y and y <= z``, except that ``y`` is evaluated only once (but in both
1009cases ``z`` is not evaluated at all when ``x < y`` is found to be false).
1010
Georg Brandl32008322007-08-21 06:12:19 +00001011Formally, if *a*, *b*, *c*, ..., *y*, *z* are expressions and *op1*, *op2*, ...,
1012*opN* are comparison operators, then ``a op1 b op2 c ... y opN z`` is equivalent
1013to ``a op1 b and b op2 c and ... y opN z``, except that each expression is
1014evaluated at most once.
Georg Brandl8ec7f652007-08-15 14:28:01 +00001015
Georg Brandl32008322007-08-21 06:12:19 +00001016Note that ``a op1 b op2 c`` doesn't imply any kind of comparison between *a* and
Georg Brandl8ec7f652007-08-15 14:28:01 +00001017*c*, so that, e.g., ``x < y > z`` is perfectly legal (though perhaps not
1018pretty).
1019
1020The forms ``<>`` and ``!=`` are equivalent; for consistency with C, ``!=`` is
1021preferred; where ``!=`` is mentioned below ``<>`` is also accepted. The ``<>``
1022spelling is considered obsolescent.
1023
1024The operators ``<``, ``>``, ``==``, ``>=``, ``<=``, and ``!=`` compare the
1025values of two objects. The objects need not have the same type. If both are
1026numbers, they are converted to a common type. Otherwise, objects of different
1027types *always* compare unequal, and are ordered consistently but arbitrarily.
1028You can control comparison behavior of objects of non-builtin types by defining
1029a ``__cmp__`` method or rich comparison methods like ``__gt__``, described in
1030section :ref:`specialnames`.
1031
1032(This unusual definition of comparison was used to simplify the definition of
1033operations like sorting and the :keyword:`in` and :keyword:`not in` operators.
1034In the future, the comparison rules for objects of different types are likely to
1035change.)
1036
1037Comparison of objects of the same type depends on the type:
1038
1039* Numbers are compared arithmetically.
1040
1041* Strings are compared lexicographically using the numeric equivalents (the
1042 result of the built-in function :func:`ord`) of their characters. Unicode and
Mark Summerfield216ad332007-08-16 10:09:22 +00001043 8-bit strings are fully interoperable in this behavior. [#]_
Georg Brandl8ec7f652007-08-15 14:28:01 +00001044
1045* Tuples and lists are compared lexicographically using comparison of
1046 corresponding elements. This means that to compare equal, each element must
1047 compare equal and the two sequences must be of the same type and have the same
1048 length.
1049
1050 If not equal, the sequences are ordered the same as their first differing
1051 elements. For example, ``cmp([1,2,x], [1,2,y])`` returns the same as
1052 ``cmp(x,y)``. If the corresponding element does not exist, the shorter sequence
1053 is ordered first (for example, ``[1,2] < [1,2,3]``).
1054
1055* Mappings (dictionaries) compare equal if and only if their sorted (key, value)
1056 lists compare equal. [#]_ Outcomes other than equality are resolved
1057 consistently, but are not otherwise defined. [#]_
1058
1059* Most other objects of builtin types compare unequal unless they are the same
1060 object; the choice whether one object is considered smaller or larger than
1061 another one is made arbitrarily but consistently within one execution of a
1062 program.
1063
1064The operators :keyword:`in` and :keyword:`not in` test for set membership. ``x
1065in s`` evaluates to true if *x* is a member of the set *s*, and false otherwise.
1066``x not in s`` returns the negation of ``x in s``. The set membership test has
1067traditionally been bound to sequences; an object is a member of a set if the set
1068is a sequence and contains an element equal to that object. However, it is
1069possible for an object to support membership tests without being a sequence. In
1070particular, dictionaries support membership testing as a nicer way of spelling
1071``key in dict``; other mapping types may follow suit.
1072
1073For the list and tuple types, ``x in y`` is true if and only if there exists an
1074index *i* such that ``x == y[i]`` is true.
1075
1076For the Unicode and string types, ``x in y`` is true if and only if *x* is a
1077substring of *y*. An equivalent test is ``y.find(x) != -1``. Note, *x* and *y*
1078need not be the same type; consequently, ``u'ab' in 'abc'`` will return
1079``True``. Empty strings are always considered to be a substring of any other
1080string, so ``"" in "abc"`` will return ``True``.
1081
1082.. versionchanged:: 2.3
1083 Previously, *x* was required to be a string of length ``1``.
1084
1085For user-defined classes which define the :meth:`__contains__` method, ``x in
1086y`` is true if and only if ``y.__contains__(x)`` is true.
1087
1088For user-defined classes which do not define :meth:`__contains__` and do define
1089:meth:`__getitem__`, ``x in y`` is true if and only if there is a non-negative
1090integer index *i* such that ``x == y[i]``, and all lower integer indices do not
1091raise :exc:`IndexError` exception. (If any other exception is raised, it is as
1092if :keyword:`in` raised that exception).
1093
1094.. index::
1095 operator: in
1096 operator: not in
1097 pair: membership; test
1098 object: sequence
1099
1100The operator :keyword:`not in` is defined to have the inverse true value of
1101:keyword:`in`.
1102
1103.. index::
1104 operator: is
1105 operator: is not
1106 pair: identity; test
1107
1108The operators :keyword:`is` and :keyword:`is not` test for object identity: ``x
1109is y`` is true if and only if *x* and *y* are the same object. ``x is not y``
1110yields the inverse truth value.
1111
1112
1113.. _booleans:
Georg Brandlb19be572007-12-29 10:57:00 +00001114.. _and:
1115.. _or:
1116.. _not:
Georg Brandl8ec7f652007-08-15 14:28:01 +00001117
1118Boolean operations
1119==================
1120
1121.. index::
1122 pair: Conditional; expression
1123 pair: Boolean; operation
1124
1125Boolean operations have the lowest priority of all Python operations:
1126
1127.. productionlist::
1128 expression: `conditional_expression` | `lambda_form`
1129 old_expression: `or_test` | `old_lambda_form`
1130 conditional_expression: `or_test` ["if" `or_test` "else" `expression`]
1131 or_test: `and_test` | `or_test` "or" `and_test`
1132 and_test: `not_test` | `and_test` "and" `not_test`
1133 not_test: `comparison` | "not" `not_test`
1134
1135In the context of Boolean operations, and also when expressions are used by
1136control flow statements, the following values are interpreted as false:
1137``False``, ``None``, numeric zero of all types, and empty strings and containers
1138(including strings, tuples, lists, dictionaries, sets and frozensets). All
1139other values are interpreted as true.
1140
1141.. index:: operator: not
1142
1143The operator :keyword:`not` yields ``True`` if its argument is false, ``False``
1144otherwise.
1145
1146The expression ``x if C else y`` first evaluates *C* (*not* *x*); if *C* is
1147true, *x* is evaluated and its value is returned; otherwise, *y* is evaluated
1148and its value is returned.
1149
1150.. versionadded:: 2.5
1151
1152.. index:: operator: and
1153
1154The expression ``x and y`` first evaluates *x*; if *x* is false, its value is
1155returned; otherwise, *y* is evaluated and the resulting value is returned.
1156
1157.. index:: operator: or
1158
1159The expression ``x or y`` first evaluates *x*; if *x* is true, its value is
1160returned; otherwise, *y* is evaluated and the resulting value is returned.
1161
1162(Note that neither :keyword:`and` nor :keyword:`or` restrict the value and type
1163they return to ``False`` and ``True``, but rather return the last evaluated
1164argument. This is sometimes useful, e.g., if ``s`` is a string that should be
1165replaced by a default value if it is empty, the expression ``s or 'foo'`` yields
1166the desired value. Because :keyword:`not` has to invent a value anyway, it does
1167not bother to return a value of the same type as its argument, so e.g., ``not
1168'foo'`` yields ``False``, not ``''``.)
1169
1170
1171.. _lambdas:
1172
1173Lambdas
1174=======
1175
1176.. index::
1177 pair: lambda; expression
1178 pair: lambda; form
1179 pair: anonymous; function
1180
1181.. productionlist::
1182 lambda_form: "lambda" [`parameter_list`]: `expression`
1183 old_lambda_form: "lambda" [`parameter_list`]: `old_expression`
1184
1185Lambda forms (lambda expressions) have the same syntactic position as
1186expressions. They are a shorthand to create anonymous functions; the expression
1187``lambda arguments: expression`` yields a function object. The unnamed object
1188behaves like a function object defined with ::
1189
1190 def name(arguments):
1191 return expression
1192
1193See section :ref:`function` for the syntax of parameter lists. Note that
1194functions created with lambda forms cannot contain statements.
1195
1196.. _lambda:
1197
1198
1199.. _exprlists:
1200
1201Expression lists
1202================
1203
1204.. index:: pair: expression; list
1205
1206.. productionlist::
1207 expression_list: `expression` ( "," `expression` )* [","]
1208
1209.. index:: object: tuple
1210
1211An expression list containing at least one comma yields a tuple. The length of
1212the tuple is the number of expressions in the list. The expressions are
1213evaluated from left to right.
1214
1215.. index:: pair: trailing; comma
1216
1217The trailing comma is required only to create a single tuple (a.k.a. a
1218*singleton*); it is optional in all other cases. A single expression without a
1219trailing comma doesn't create a tuple, but rather yields the value of that
1220expression. (To create an empty tuple, use an empty pair of parentheses:
1221``()``.)
1222
1223
1224.. _evalorder:
1225
1226Evaluation order
1227================
1228
1229.. index:: pair: evaluation; order
1230
1231Python evaluates expressions from left to right. Notice that while evaluating an
1232assignment, the right-hand side is evaluated before the left-hand side.
1233
1234In the following lines, expressions will be evaluated in the arithmetic order of
1235their suffixes::
1236
1237 expr1, expr2, expr3, expr4
1238 (expr1, expr2, expr3, expr4)
1239 {expr1: expr2, expr3: expr4}
1240 expr1 + expr2 * (expr3 - expr4)
1241 func(expr1, expr2, *expr3, **expr4)
1242 expr3, expr4 = expr1, expr2
1243
1244
1245.. _operator-summary:
1246
1247Summary
1248=======
1249
1250.. index:: pair: operator; precedence
1251
1252The following table summarizes the operator precedences in Python, from lowest
1253precedence (least binding) to highest precedence (most binding). Operators in
1254the same box have the same precedence. Unless the syntax is explicitly given,
1255operators are binary. Operators in the same box group left to right (except for
1256comparisons, including tests, which all have the same precedence and chain from
1257left to right --- see section :ref:`comparisons` --- and exponentiation, which
1258groups from right to left).
1259
1260+-----------------------------------------------+-------------------------------------+
1261| Operator | Description |
1262+===============================================+=====================================+
1263| :keyword:`lambda` | Lambda expression |
1264+-----------------------------------------------+-------------------------------------+
1265| :keyword:`or` | Boolean OR |
1266+-----------------------------------------------+-------------------------------------+
1267| :keyword:`and` | Boolean AND |
1268+-----------------------------------------------+-------------------------------------+
1269| :keyword:`not` *x* | Boolean NOT |
1270+-----------------------------------------------+-------------------------------------+
1271| :keyword:`in`, :keyword:`not` :keyword:`in` | Membership tests |
1272+-----------------------------------------------+-------------------------------------+
1273| :keyword:`is`, :keyword:`is not` | Identity tests |
1274+-----------------------------------------------+-------------------------------------+
1275| ``<``, ``<=``, ``>``, ``>=``, ``<>``, ``!=``, | Comparisons |
1276| ``==`` | |
1277+-----------------------------------------------+-------------------------------------+
1278| ``|`` | Bitwise OR |
1279+-----------------------------------------------+-------------------------------------+
1280| ``^`` | Bitwise XOR |
1281+-----------------------------------------------+-------------------------------------+
1282| ``&`` | Bitwise AND |
1283+-----------------------------------------------+-------------------------------------+
1284| ``<<``, ``>>`` | Shifts |
1285+-----------------------------------------------+-------------------------------------+
1286| ``+``, ``-`` | Addition and subtraction |
1287+-----------------------------------------------+-------------------------------------+
1288| ``*``, ``/``, ``%`` | Multiplication, division, remainder |
1289+-----------------------------------------------+-------------------------------------+
1290| ``+x``, ``-x`` | Positive, negative |
1291+-----------------------------------------------+-------------------------------------+
1292| ``~x`` | Bitwise not |
1293+-----------------------------------------------+-------------------------------------+
1294| ``**`` | Exponentiation |
1295+-----------------------------------------------+-------------------------------------+
1296| ``x.attribute`` | Attribute reference |
1297+-----------------------------------------------+-------------------------------------+
1298| ``x[index]`` | Subscription |
1299+-----------------------------------------------+-------------------------------------+
1300| ``x[index:index]`` | Slicing |
1301+-----------------------------------------------+-------------------------------------+
1302| ``f(arguments...)`` | Function call |
1303+-----------------------------------------------+-------------------------------------+
1304| ``(expressions...)`` | Binding or tuple display |
1305+-----------------------------------------------+-------------------------------------+
1306| ``[expressions...]`` | List display |
1307+-----------------------------------------------+-------------------------------------+
1308| ``{key:datum...}`` | Dictionary display |
1309+-----------------------------------------------+-------------------------------------+
1310| ```expressions...``` | String conversion |
1311+-----------------------------------------------+-------------------------------------+
1312
1313.. rubric:: Footnotes
1314
1315.. [#] In Python 2.3, a list comprehension "leaks" the control variables of each
1316 ``for`` it contains into the containing scope. However, this behavior is
1317 deprecated, and relying on it will not work once this bug is fixed in a future
1318 release
1319
1320.. [#] While ``abs(x%y) < abs(y)`` is true mathematically, for floats it may not be
1321 true numerically due to roundoff. For example, and assuming a platform on which
1322 a Python float is an IEEE 754 double-precision number, in order that ``-1e-100 %
1323 1e100`` have the same sign as ``1e100``, the computed result is ``-1e-100 +
1324 1e100``, which is numerically exactly equal to ``1e100``. Function :func:`fmod`
1325 in the :mod:`math` module returns a result whose sign matches the sign of the
1326 first argument instead, and so returns ``-1e-100`` in this case. Which approach
1327 is more appropriate depends on the application.
1328
1329.. [#] If x is very close to an exact integer multiple of y, it's possible for
1330 ``floor(x/y)`` to be one larger than ``(x-x%y)/y`` due to rounding. In such
1331 cases, Python returns the latter result, in order to preserve that
1332 ``divmod(x,y)[0] * y + x % y`` be very close to ``x``.
1333
Mark Summerfield216ad332007-08-16 10:09:22 +00001334.. [#] While comparisons between unicode strings make sense at the byte
1335 level, they may be counter-intuitive to users. For example, the
Mark Summerfieldd92e8712007-10-03 08:53:21 +00001336 strings ``u"\u00C7"`` and ``u"\u0043\u0327"`` compare differently,
Mark Summerfield216ad332007-08-16 10:09:22 +00001337 even though they both represent the same unicode character (LATIN
Mark Summerfieldd92e8712007-10-03 08:53:21 +00001338 CAPTITAL LETTER C WITH CEDILLA). To compare strings in a human
1339 recognizable way, compare using :func:`unicodedata.normalize`.
Mark Summerfield216ad332007-08-16 10:09:22 +00001340
Georg Brandl8ec7f652007-08-15 14:28:01 +00001341.. [#] The implementation computes this efficiently, without constructing lists or
1342 sorting.
1343
1344.. [#] Earlier versions of Python used lexicographic comparison of the sorted (key,
1345 value) lists, but this was very expensive for the common case of comparing for
1346 equality. An even earlier version of Python compared dictionaries by identity
1347 only, but this caused surprises because people expected to be able to test a
1348 dictionary for emptiness by comparing it to ``{}``.
1349