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			74 KiB
		
	
	
	
		
			ReStructuredText
		
	
	
	
	
	
| 
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| .. _expressions:
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| 
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| ***********
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| Expressions
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| ***********
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| 
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| .. index:: expression, BNF
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| 
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| This chapter explains the meaning of the elements of expressions in Python.
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| 
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| **Syntax Notes:** In this and the following chapters, extended BNF notation will
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| be used to describe syntax, not lexical analysis.  When (one alternative of) a
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| syntax rule has the form
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| 
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| .. productionlist:: python-grammar
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|    name: `othername`
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| 
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| and no semantics are given, the semantics of this form of ``name`` are the same
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| as for ``othername``.
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| 
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| 
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| .. _conversions:
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| 
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| Arithmetic conversions
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| ======================
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| 
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| .. index:: pair: arithmetic; conversion
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| 
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| When a description of an arithmetic operator below uses the phrase "the numeric
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| arguments are converted to a common type", this means that the operator
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| implementation for built-in types works as follows:
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| 
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| * If either argument is a complex number, the other is converted to complex;
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| 
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| * otherwise, if either argument is a floating point number, the other is
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|   converted to floating point;
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| 
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| * otherwise, both must be integers and no conversion is necessary.
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| 
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| Some additional rules apply for certain operators (e.g., a string as a left
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| argument to the '%' operator).  Extensions must define their own conversion
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| behavior.
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| 
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| 
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| .. _atoms:
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| 
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| Atoms
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| =====
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| 
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| .. index:: atom
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| 
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| Atoms are the most basic elements of expressions.  The simplest atoms are
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| identifiers or literals.  Forms enclosed in parentheses, brackets or braces are
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| also categorized syntactically as atoms.  The syntax for atoms is:
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| 
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| .. productionlist:: python-grammar
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|    atom: `identifier` | `literal` | `enclosure`
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|    enclosure: `parenth_form` | `list_display` | `dict_display` | `set_display`
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|             : | `generator_expression` | `yield_atom`
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| 
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| 
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| .. _atom-identifiers:
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| 
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| Identifiers (Names)
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| -------------------
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| 
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| .. index:: name, identifier
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| 
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| An identifier occurring as an atom is a name.  See section :ref:`identifiers`
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| for lexical definition and section :ref:`naming` for documentation of naming and
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| binding.
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| 
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| .. index:: exception: NameError
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| 
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| When the name is bound to an object, evaluation of the atom yields that object.
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| When a name is not bound, an attempt to evaluate it raises a :exc:`NameError`
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| exception.
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| 
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| .. index::
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|    pair: name; mangling
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|    pair: private; names
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| 
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| **Private name mangling:** When an identifier that textually occurs in a class
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| definition begins with two or more underscore characters and does not end in two
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| or more underscores, it is considered a :dfn:`private name` of that class.
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| Private names are transformed to a longer form before code is generated for
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| them.  The transformation inserts the class name, with leading underscores
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| removed and a single underscore inserted, in front of the name.  For example,
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| the identifier ``__spam`` occurring in a class named ``Ham`` will be transformed
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| to ``_Ham__spam``.  This transformation is independent of the syntactical
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| context in which the identifier is used.  If the transformed name is extremely
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| long (longer than 255 characters), implementation defined truncation may happen.
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| If the class name consists only of underscores, no transformation is done.
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| 
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| 
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| .. _atom-literals:
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| 
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| Literals
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| --------
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| 
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| .. index:: single: literal
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| 
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| Python supports string and bytes literals and various numeric literals:
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| 
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| .. productionlist:: python-grammar
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|    literal: `stringliteral` | `bytesliteral`
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|           : | `integer` | `floatnumber` | `imagnumber`
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| 
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| Evaluation of a literal yields an object of the given type (string, bytes,
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| integer, floating point number, complex number) with the given value.  The value
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| may be approximated in the case of floating point and imaginary (complex)
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| literals.  See section :ref:`literals` for details.
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| 
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| .. index::
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|    triple: immutable; data; type
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|    pair: immutable; object
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| 
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| All literals correspond to immutable data types, and hence the object's identity
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| is less important than its value.  Multiple evaluations of literals with the
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| same value (either the same occurrence in the program text or a different
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| occurrence) may obtain the same object or a different object with the same
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| value.
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| 
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| 
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| .. _parenthesized:
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| 
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| Parenthesized forms
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| -------------------
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| 
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| .. index::
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|    single: parenthesized form
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|    single: () (parentheses); tuple display
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| 
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| A parenthesized form is an optional expression list enclosed in parentheses:
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| 
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| .. productionlist:: python-grammar
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|    parenth_form: "(" [`starred_expression`] ")"
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| 
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| A parenthesized expression list yields whatever that expression list yields: if
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| the list contains at least one comma, it yields a tuple; otherwise, it yields
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| the single expression that makes up the expression list.
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| 
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| .. index:: pair: empty; tuple
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| 
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| An empty pair of parentheses yields an empty tuple object.  Since tuples are
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| immutable, the same rules as for literals apply (i.e., two occurrences of the empty
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| tuple may or may not yield the same object).
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| 
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| .. index::
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|    single: comma
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|    single: , (comma)
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| 
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| Note that tuples are not formed by the parentheses, but rather by use of the
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| comma operator.  The exception is the empty tuple, for which parentheses *are*
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| required --- allowing unparenthesized "nothing" in expressions would cause
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| ambiguities and allow common typos to pass uncaught.
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| 
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| 
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| .. _comprehensions:
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| 
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| Displays for lists, sets and dictionaries
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| -----------------------------------------
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| 
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| .. index:: single: comprehensions
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| 
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| For constructing a list, a set or a dictionary Python provides special syntax
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| called "displays", each of them in two flavors:
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| 
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| * either the container contents are listed explicitly, or
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| 
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| * they are computed via a set of looping and filtering instructions, called a
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|   :dfn:`comprehension`.
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| 
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| .. index::
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|    single: for; in comprehensions
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|    single: if; in comprehensions
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|    single: async for; in comprehensions
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| 
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| Common syntax elements for comprehensions are:
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| 
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| .. productionlist:: python-grammar
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|    comprehension: `assignment_expression` `comp_for`
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|    comp_for: ["async"] "for" `target_list` "in" `or_test` [`comp_iter`]
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|    comp_iter: `comp_for` | `comp_if`
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|    comp_if: "if" `expression_nocond` [`comp_iter`]
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| 
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| The comprehension consists of a single expression followed by at least one
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| :keyword:`!for` clause and zero or more :keyword:`!for` or :keyword:`!if` clauses.
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| In this case, the elements of the new container are those that would be produced
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| by considering each of the :keyword:`!for` or :keyword:`!if` clauses a block,
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| nesting from left to right, and evaluating the expression to produce an element
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| each time the innermost block is reached.
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| 
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| However, aside from the iterable expression in the leftmost :keyword:`!for` clause,
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| the comprehension is executed in a separate implicitly nested scope. This ensures
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| that names assigned to in the target list don't "leak" into the enclosing scope.
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| 
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| The iterable expression in the leftmost :keyword:`!for` clause is evaluated
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| directly in the enclosing scope and then passed as an argument to the implicitly
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| nested scope. Subsequent :keyword:`!for` clauses and any filter condition in the
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| leftmost :keyword:`!for` clause cannot be evaluated in the enclosing scope as
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| they may depend on the values obtained from the leftmost iterable. For example:
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| ``[x*y for x in range(10) for y in range(x, x+10)]``.
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| 
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| To ensure the comprehension always results in a container of the appropriate
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| type, ``yield`` and ``yield from`` expressions are prohibited in the implicitly
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| nested scope.
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| 
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| .. index::
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|    single: await; in comprehensions
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| 
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| Since Python 3.6, in an :keyword:`async def` function, an :keyword:`!async for`
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| clause may be used to iterate over a :term:`asynchronous iterator`.
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| A comprehension in an :keyword:`!async def` function may consist of either a
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| :keyword:`!for` or :keyword:`!async for` clause following the leading
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| expression, may contain additional :keyword:`!for` or :keyword:`!async for`
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| clauses, and may also use :keyword:`await` expressions.
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| If a comprehension contains either :keyword:`!async for` clauses
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| or :keyword:`!await` expressions it is called an
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| :dfn:`asynchronous comprehension`.  An asynchronous comprehension may
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| suspend the execution of the coroutine function in which it appears.
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| See also :pep:`530`.
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| 
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| .. versionadded:: 3.6
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|    Asynchronous comprehensions were introduced.
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| 
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| .. versionchanged:: 3.8
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|    ``yield`` and ``yield from`` prohibited in the implicitly nested scope.
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| 
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| 
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| .. _lists:
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| 
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| List displays
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| -------------
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| 
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| .. index::
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|    pair: list; display
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|    pair: list; comprehensions
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|    pair: empty; list
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|    object: list
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|    single: [] (square brackets); list expression
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|    single: , (comma); expression list
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| 
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| A list display is a possibly empty series of expressions enclosed in square
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| brackets:
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| 
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| .. productionlist:: python-grammar
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|    list_display: "[" [`starred_list` | `comprehension`] "]"
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| 
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| A list display yields a new list object, the contents being specified by either
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| a list of expressions or a comprehension.  When a comma-separated list of
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| expressions is supplied, its elements are evaluated from left to right and
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| placed into the list object in that order.  When a comprehension is supplied,
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| the list is constructed from the elements resulting from the comprehension.
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| 
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| 
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| .. _set:
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| 
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| Set displays
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| ------------
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| 
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| .. index::
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|    pair: set; display
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|    pair: set; comprehensions
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|    object: set
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|    single: {} (curly brackets); set expression
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|    single: , (comma); expression list
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| 
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| A set display is denoted by curly braces and distinguishable from dictionary
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| displays by the lack of colons separating keys and values:
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| 
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| .. productionlist:: python-grammar
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|    set_display: "{" (`starred_list` | `comprehension`) "}"
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| 
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| A set display yields a new mutable set object, the contents being specified by
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| either a sequence of expressions or a comprehension.  When a comma-separated
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| list of expressions is supplied, its elements are evaluated from left to right
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| and added to the set object.  When a comprehension is supplied, the set is
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| constructed from the elements resulting from the comprehension.
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| 
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| An empty set cannot be constructed with ``{}``; this literal constructs an empty
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| dictionary.
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| 
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| 
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| .. _dict:
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| 
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| Dictionary displays
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| -------------------
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| 
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| .. index::
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|    pair: dictionary; display
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|    pair: dictionary; comprehensions
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|    key, datum, key/datum pair
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|    object: dictionary
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|    single: {} (curly brackets); dictionary expression
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|    single: : (colon); in dictionary expressions
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|    single: , (comma); in dictionary displays
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| 
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| A dictionary display is a possibly empty series of key/datum pairs enclosed in
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| curly braces:
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| 
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| .. productionlist:: python-grammar
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|    dict_display: "{" [`key_datum_list` | `dict_comprehension`] "}"
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|    key_datum_list: `key_datum` ("," `key_datum`)* [","]
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|    key_datum: `expression` ":" `expression` | "**" `or_expr`
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|    dict_comprehension: `expression` ":" `expression` `comp_for`
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| 
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| A dictionary display yields a new dictionary object.
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| 
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| If a comma-separated sequence of key/datum pairs is given, they are evaluated
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| from left to right to define the entries of the dictionary: each key object is
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| used as a key into the dictionary to store the corresponding datum.  This means
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| that you can specify the same key multiple times in the key/datum list, and the
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| final dictionary's value for that key will be the last one given.
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| 
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| .. index::
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|    unpacking; dictionary
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|    single: **; in dictionary displays
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| 
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| A double asterisk ``**`` denotes :dfn:`dictionary unpacking`.
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| Its operand must be a :term:`mapping`.  Each mapping item is added
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| to the new dictionary.  Later values replace values already set by
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| earlier key/datum pairs and earlier dictionary unpackings.
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| 
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| .. versionadded:: 3.5
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|    Unpacking into dictionary displays, originally proposed by :pep:`448`.
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| 
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| A dict comprehension, in contrast to list and set comprehensions, needs two
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| expressions separated with a colon followed by the usual "for" and "if" clauses.
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| When the comprehension is run, the resulting key and value elements are inserted
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| in the new dictionary in the order they are produced.
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| 
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| .. index:: pair: immutable; object
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|            hashable
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| 
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| Restrictions on the types of the key values are listed earlier in section
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| :ref:`types`.  (To summarize, the key type should be :term:`hashable`, which excludes
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| all mutable objects.)  Clashes between duplicate keys are not detected; the last
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| datum (textually rightmost in the display) stored for a given key value
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| prevails.
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| 
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| .. versionchanged:: 3.8
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|    Prior to Python 3.8, in dict comprehensions, the evaluation order of key
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|    and value was not well-defined.  In CPython, the value was evaluated before
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|    the key.  Starting with 3.8, the key is evaluated before the value, as
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|    proposed by :pep:`572`.
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| 
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| 
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| .. _genexpr:
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| 
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| Generator expressions
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| ---------------------
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| 
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| .. index::
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|    pair: generator; expression
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|    object: generator
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|    single: () (parentheses); generator expression
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| 
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| A generator expression is a compact generator notation in parentheses:
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| 
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| .. productionlist:: python-grammar
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|    generator_expression: "(" `expression` `comp_for` ")"
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| 
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| A generator expression yields a new generator object.  Its syntax is the same as
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| for comprehensions, except that it is enclosed in parentheses instead of
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| brackets or curly braces.
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| 
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| Variables used in the generator expression are evaluated lazily when the
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| :meth:`~generator.__next__` method is called for the generator object (in the same
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| fashion as normal generators).  However, the iterable expression in the
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| leftmost :keyword:`!for` clause is immediately evaluated, so that an error
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| produced by it will be emitted at the point where the generator expression
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| is defined, rather than at the point where the first value is retrieved.
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| Subsequent :keyword:`!for` clauses and any filter condition in the leftmost
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| :keyword:`!for` clause cannot be evaluated in the enclosing scope as they may
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| depend on the values obtained from the leftmost iterable. For example:
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| ``(x*y for x in range(10) for y in range(x, x+10))``.
 | |
| 
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| The parentheses can be omitted on calls with only one argument.  See section
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| :ref:`calls` for details.
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| 
 | |
| To avoid interfering with the expected operation of the generator expression
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| itself, ``yield`` and ``yield from`` expressions are prohibited in the
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| implicitly defined generator.
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| 
 | |
| If a generator expression contains either :keyword:`!async for`
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| clauses or :keyword:`await` expressions it is called an
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| :dfn:`asynchronous generator expression`.  An asynchronous generator
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| expression returns a new asynchronous generator object,
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| which is an asynchronous iterator (see :ref:`async-iterators`).
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| 
 | |
| .. versionadded:: 3.6
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|    Asynchronous generator expressions were introduced.
 | |
| 
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| .. versionchanged:: 3.7
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|    Prior to Python 3.7, asynchronous generator expressions could
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|    only appear in :keyword:`async def` coroutines.  Starting
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|    with 3.7, any function can use asynchronous generator expressions.
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| 
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| .. versionchanged:: 3.8
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|    ``yield`` and ``yield from`` prohibited in the implicitly nested scope.
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| 
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| 
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| .. _yieldexpr:
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| 
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| Yield expressions
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| -----------------
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| 
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| .. index::
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|    keyword: yield
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|    keyword: from
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|    pair: yield; expression
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|    pair: generator; function
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| 
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| .. productionlist:: python-grammar
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|    yield_atom: "(" `yield_expression` ")"
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|    yield_expression: "yield" [`expression_list` | "from" `expression`]
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| 
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| The yield expression is used when defining a :term:`generator` function
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| or an :term:`asynchronous generator` function and
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| thus can only be used in the body of a function definition.  Using a yield
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| expression in a function's body causes that function to be a generator,
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| and using it in an :keyword:`async def` function's body causes that
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| coroutine function to be an asynchronous generator. For example::
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| 
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|     def gen():  # defines a generator function
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|         yield 123
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| 
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|     async def agen(): # defines an asynchronous generator function
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|         yield 123
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| 
 | |
| Due to their side effects on the containing scope, ``yield`` expressions
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| are not permitted as part of the implicitly defined scopes used to
 | |
| implement comprehensions and generator expressions.
 | |
| 
 | |
| .. versionchanged:: 3.8
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|    Yield expressions prohibited in the implicitly nested scopes used to
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|    implement comprehensions and generator expressions.
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| 
 | |
| Generator functions are described below, while asynchronous generator
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| functions are described separately in section
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| :ref:`asynchronous-generator-functions`.
 | |
| 
 | |
| When a generator function is called, it returns an iterator known as a
 | |
| generator.  That generator then controls the execution of the generator function.
 | |
| The execution starts when one of the generator's methods is called.  At that
 | |
| time, the execution proceeds to the first yield expression, where it is
 | |
| suspended again, returning the value of :token:`expression_list` to the generator's
 | |
| caller.  By suspended, we mean that all local state is retained, including the
 | |
| current bindings of local variables, the instruction pointer, the internal
 | |
| evaluation stack, and the state of any exception handling.  When the execution
 | |
| is resumed by calling one of the
 | |
| generator's methods, the function can proceed exactly as if the yield expression
 | |
| were just another external call.  The value of the yield expression after
 | |
| resuming depends on the method which resumed the execution.  If
 | |
| :meth:`~generator.__next__` is used (typically via either a :keyword:`for` or
 | |
| the :func:`next` builtin) then the result is :const:`None`.  Otherwise, if
 | |
| :meth:`~generator.send` is used, then the result will be the value passed in to
 | |
| that method.
 | |
| 
 | |
| .. index:: single: coroutine
 | |
| 
 | |
| All of this makes generator functions quite similar to coroutines; they yield
 | |
| multiple times, they have more than one entry point and their execution can be
 | |
| suspended.  The only difference is that a generator function cannot control
 | |
| where the execution should continue after it yields; the control is always
 | |
| transferred to the generator's caller.
 | |
| 
 | |
| Yield expressions are allowed anywhere in a :keyword:`try` construct.  If the
 | |
| generator is not resumed before it is
 | |
| finalized (by reaching a zero reference count or by being garbage collected),
 | |
| the generator-iterator's :meth:`~generator.close` method will be called,
 | |
| allowing any pending :keyword:`finally` clauses to execute.
 | |
| 
 | |
| .. index::
 | |
|    single: from; yield from expression
 | |
| 
 | |
| When ``yield from <expr>`` is used, it treats the supplied expression as
 | |
| a subiterator. All values produced by that subiterator are passed directly
 | |
| to the caller of the current generator's methods. Any values passed in with
 | |
| :meth:`~generator.send` and any exceptions passed in with
 | |
| :meth:`~generator.throw` are passed to the underlying iterator if it has the
 | |
| appropriate methods.  If this is not the case, then :meth:`~generator.send`
 | |
| will raise :exc:`AttributeError` or :exc:`TypeError`, while
 | |
| :meth:`~generator.throw` will just raise the passed in exception immediately.
 | |
| 
 | |
| When the underlying iterator is complete, the :attr:`~StopIteration.value`
 | |
| attribute of the raised :exc:`StopIteration` instance becomes the value of
 | |
| the yield expression. It can be either set explicitly when raising
 | |
| :exc:`StopIteration`, or automatically when the subiterator is a generator
 | |
| (by returning a value from the subgenerator).
 | |
| 
 | |
|    .. versionchanged:: 3.3
 | |
|       Added ``yield from <expr>`` to delegate control flow to a subiterator.
 | |
| 
 | |
| The parentheses may be omitted when the yield expression is the sole expression
 | |
| on the right hand side of an assignment statement.
 | |
| 
 | |
| .. seealso::
 | |
| 
 | |
|    :pep:`255` - Simple Generators
 | |
|       The proposal for adding generators and the :keyword:`yield` statement to Python.
 | |
| 
 | |
|    :pep:`342` - Coroutines via Enhanced Generators
 | |
|       The proposal to enhance the API and syntax of generators, making them
 | |
|       usable as simple coroutines.
 | |
| 
 | |
|    :pep:`380` - Syntax for Delegating to a Subgenerator
 | |
|       The proposal to introduce the :token:`yield_from` syntax, making delegation
 | |
|       to subgenerators easy.
 | |
| 
 | |
|    :pep:`525` - Asynchronous Generators
 | |
|       The proposal that expanded on :pep:`492` by adding generator capabilities to
 | |
|       coroutine functions.
 | |
| 
 | |
| .. index:: object: generator
 | |
| .. _generator-methods:
 | |
| 
 | |
| Generator-iterator methods
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| This subsection describes the methods of a generator iterator.  They can
 | |
| be used to control the execution of a generator function.
 | |
| 
 | |
| Note that calling any of the generator methods below when the generator
 | |
| is already executing raises a :exc:`ValueError` exception.
 | |
| 
 | |
| .. index:: exception: StopIteration
 | |
| 
 | |
| 
 | |
| .. method:: generator.__next__()
 | |
| 
 | |
|    Starts the execution of a generator function or resumes it at the last
 | |
|    executed yield expression.  When a generator function is resumed with a
 | |
|    :meth:`~generator.__next__` method, the current yield expression always
 | |
|    evaluates to :const:`None`.  The execution then continues to the next yield
 | |
|    expression, where the generator is suspended again, and the value of the
 | |
|    :token:`expression_list` is returned to :meth:`__next__`'s caller.  If the
 | |
|    generator exits without yielding another value, a :exc:`StopIteration`
 | |
|    exception is raised.
 | |
| 
 | |
|    This method is normally called implicitly, e.g. by a :keyword:`for` loop, or
 | |
|    by the built-in :func:`next` function.
 | |
| 
 | |
| 
 | |
| .. method:: generator.send(value)
 | |
| 
 | |
|    Resumes the execution and "sends" a value into the generator function.  The
 | |
|    *value* argument becomes the result of the current yield expression.  The
 | |
|    :meth:`send` method returns the next value yielded by the generator, or
 | |
|    raises :exc:`StopIteration` if the generator exits without yielding another
 | |
|    value.  When :meth:`send` is called to start the generator, it must be called
 | |
|    with :const:`None` as the argument, because there is no yield expression that
 | |
|    could receive the value.
 | |
| 
 | |
| 
 | |
| .. method:: generator.throw(type[, value[, traceback]])
 | |
| 
 | |
|    Raises an exception of type ``type`` at the point where the generator was paused,
 | |
|    and returns the next value yielded by the generator function.  If the generator
 | |
|    exits without yielding another value, a :exc:`StopIteration` exception is
 | |
|    raised.  If the generator function does not catch the passed-in exception, or
 | |
|    raises a different exception, then that exception propagates to the caller.
 | |
| 
 | |
| .. index:: exception: GeneratorExit
 | |
| 
 | |
| 
 | |
| .. method:: generator.close()
 | |
| 
 | |
|    Raises a :exc:`GeneratorExit` at the point where the generator function was
 | |
|    paused.  If the generator function then exits gracefully, is already closed,
 | |
|    or raises :exc:`GeneratorExit` (by not catching the exception), close
 | |
|    returns to its caller.  If the generator yields a value, a
 | |
|    :exc:`RuntimeError` is raised.  If the generator raises any other exception,
 | |
|    it is propagated to the caller.  :meth:`close` does nothing if the generator
 | |
|    has already exited due to an exception or normal exit.
 | |
| 
 | |
| .. index:: single: yield; examples
 | |
| 
 | |
| Examples
 | |
| ^^^^^^^^
 | |
| 
 | |
| Here is a simple example that demonstrates the behavior of generators and
 | |
| generator functions::
 | |
| 
 | |
|    >>> def echo(value=None):
 | |
|    ...     print("Execution starts when 'next()' is called for the first time.")
 | |
|    ...     try:
 | |
|    ...         while True:
 | |
|    ...             try:
 | |
|    ...                 value = (yield value)
 | |
|    ...             except Exception as e:
 | |
|    ...                 value = e
 | |
|    ...     finally:
 | |
|    ...         print("Don't forget to clean up when 'close()' is called.")
 | |
|    ...
 | |
|    >>> generator = echo(1)
 | |
|    >>> print(next(generator))
 | |
|    Execution starts when 'next()' is called for the first time.
 | |
|    1
 | |
|    >>> print(next(generator))
 | |
|    None
 | |
|    >>> print(generator.send(2))
 | |
|    2
 | |
|    >>> generator.throw(TypeError, "spam")
 | |
|    TypeError('spam',)
 | |
|    >>> generator.close()
 | |
|    Don't forget to clean up when 'close()' is called.
 | |
| 
 | |
| For examples using ``yield from``, see :ref:`pep-380` in "What's New in
 | |
| Python."
 | |
| 
 | |
| .. _asynchronous-generator-functions:
 | |
| 
 | |
| Asynchronous generator functions
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| The presence of a yield expression in a function or method defined using
 | |
| :keyword:`async def` further defines the function as an
 | |
| :term:`asynchronous generator` function.
 | |
| 
 | |
| When an asynchronous generator function is called, it returns an
 | |
| asynchronous iterator known as an asynchronous generator object.
 | |
| That object then controls the execution of the generator function.
 | |
| An asynchronous generator object is typically used in an
 | |
| :keyword:`async for` statement in a coroutine function analogously to
 | |
| how a generator object would be used in a :keyword:`for` statement.
 | |
| 
 | |
| Calling one of the asynchronous generator's methods returns an
 | |
| :term:`awaitable` object, and the execution starts when this object
 | |
| is awaited on. At that time, the execution proceeds to the first yield
 | |
| expression, where it is suspended again, returning the value of
 | |
| :token:`expression_list` to the awaiting coroutine. As with a generator,
 | |
| suspension means that all local state is retained, including the
 | |
| current bindings of local variables, the instruction pointer, the internal
 | |
| evaluation stack, and the state of any exception handling.  When the execution
 | |
| is resumed by awaiting on the next object returned by the asynchronous
 | |
| generator's methods, the function can proceed exactly as if the yield
 | |
| expression were just another external call. The value of the yield expression
 | |
| after resuming depends on the method which resumed the execution.  If
 | |
| :meth:`~agen.__anext__` is used then the result is :const:`None`. Otherwise, if
 | |
| :meth:`~agen.asend` is used, then the result will be the value passed in to
 | |
| that method.
 | |
| 
 | |
| In an asynchronous generator function, yield expressions are allowed anywhere
 | |
| in a :keyword:`try` construct. However, if an asynchronous generator is not
 | |
| resumed before it is finalized (by reaching a zero reference count or by
 | |
| being garbage collected), then a yield expression within a :keyword:`!try`
 | |
| construct could result in a failure to execute pending :keyword:`finally`
 | |
| clauses.  In this case, it is the responsibility of the event loop or
 | |
| scheduler running the asynchronous generator to call the asynchronous
 | |
| generator-iterator's :meth:`~agen.aclose` method and run the resulting
 | |
| coroutine object, thus allowing any pending :keyword:`!finally` clauses
 | |
| to execute.
 | |
| 
 | |
| To take care of finalization, an event loop should define
 | |
| a *finalizer* function which takes an asynchronous generator-iterator
 | |
| and presumably calls :meth:`~agen.aclose` and executes the coroutine.
 | |
| This  *finalizer* may be registered by calling :func:`sys.set_asyncgen_hooks`.
 | |
| When first iterated over, an asynchronous generator-iterator will store the
 | |
| registered *finalizer* to be called upon finalization. For a reference example
 | |
| of a *finalizer* method see the implementation of
 | |
| ``asyncio.Loop.shutdown_asyncgens`` in :source:`Lib/asyncio/base_events.py`.
 | |
| 
 | |
| The expression ``yield from <expr>`` is a syntax error when used in an
 | |
| asynchronous generator function.
 | |
| 
 | |
| .. index:: object: asynchronous-generator
 | |
| .. _asynchronous-generator-methods:
 | |
| 
 | |
| Asynchronous generator-iterator methods
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| This subsection describes the methods of an asynchronous generator iterator,
 | |
| which are used to control the execution of a generator function.
 | |
| 
 | |
| 
 | |
| .. index:: exception: StopAsyncIteration
 | |
| 
 | |
| .. coroutinemethod:: agen.__anext__()
 | |
| 
 | |
|    Returns an awaitable which when run starts to execute the asynchronous
 | |
|    generator or resumes it at the last executed yield expression.  When an
 | |
|    asynchronous generator function is resumed with an :meth:`~agen.__anext__`
 | |
|    method, the current yield expression always evaluates to :const:`None` in
 | |
|    the returned awaitable, which when run will continue to the next yield
 | |
|    expression. The value of the :token:`expression_list` of the yield
 | |
|    expression is the value of the :exc:`StopIteration` exception raised by
 | |
|    the completing coroutine.  If the asynchronous generator exits without
 | |
|    yielding another value, the awaitable instead raises a
 | |
|    :exc:`StopAsyncIteration` exception, signalling that the asynchronous
 | |
|    iteration has completed.
 | |
| 
 | |
|    This method is normally called implicitly by a :keyword:`async for` loop.
 | |
| 
 | |
| 
 | |
| .. coroutinemethod:: agen.asend(value)
 | |
| 
 | |
|    Returns an awaitable which when run resumes the execution of the
 | |
|    asynchronous generator. As with the :meth:`~generator.send()` method for a
 | |
|    generator, this "sends" a value into the asynchronous generator function,
 | |
|    and the *value* argument becomes the result of the current yield expression.
 | |
|    The awaitable returned by the :meth:`asend` method will return the next
 | |
|    value yielded by the generator as the value of the raised
 | |
|    :exc:`StopIteration`, or raises :exc:`StopAsyncIteration` if the
 | |
|    asynchronous generator exits without yielding another value.  When
 | |
|    :meth:`asend` is called to start the asynchronous
 | |
|    generator, it must be called with :const:`None` as the argument,
 | |
|    because there is no yield expression that could receive the value.
 | |
| 
 | |
| 
 | |
| .. coroutinemethod:: agen.athrow(type[, value[, traceback]])
 | |
| 
 | |
|    Returns an awaitable that raises an exception of type ``type`` at the point
 | |
|    where the asynchronous generator was paused, and returns the next value
 | |
|    yielded by the generator function as the value of the raised
 | |
|    :exc:`StopIteration` exception.  If the asynchronous generator exits
 | |
|    without yielding another value, a :exc:`StopAsyncIteration` exception is
 | |
|    raised by the awaitable.
 | |
|    If the generator function does not catch the passed-in exception, or
 | |
|    raises a different exception, then when the awaitable is run that exception
 | |
|    propagates to the caller of the awaitable.
 | |
| 
 | |
| .. index:: exception: GeneratorExit
 | |
| 
 | |
| 
 | |
| .. coroutinemethod:: agen.aclose()
 | |
| 
 | |
|    Returns an awaitable that when run will throw a :exc:`GeneratorExit` into
 | |
|    the asynchronous generator function at the point where it was paused.
 | |
|    If the asynchronous generator function then exits gracefully, is already
 | |
|    closed, or raises :exc:`GeneratorExit` (by not catching the exception),
 | |
|    then the returned awaitable will raise a :exc:`StopIteration` exception.
 | |
|    Any further awaitables returned by subsequent calls to the asynchronous
 | |
|    generator will raise a :exc:`StopAsyncIteration` exception.  If the
 | |
|    asynchronous generator yields a value, a :exc:`RuntimeError` is raised
 | |
|    by the awaitable.  If the asynchronous generator raises any other exception,
 | |
|    it is propagated to the caller of the awaitable.  If the asynchronous
 | |
|    generator has already exited due to an exception or normal exit, then
 | |
|    further calls to :meth:`aclose` will return an awaitable that does nothing.
 | |
| 
 | |
| .. _primaries:
 | |
| 
 | |
| Primaries
 | |
| =========
 | |
| 
 | |
| .. index:: single: primary
 | |
| 
 | |
| Primaries represent the most tightly bound operations of the language. Their
 | |
| syntax is:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    primary: `atom` | `attributeref` | `subscription` | `slicing` | `call`
 | |
| 
 | |
| 
 | |
| .. _attribute-references:
 | |
| 
 | |
| Attribute references
 | |
| --------------------
 | |
| 
 | |
| .. index::
 | |
|    pair: attribute; reference
 | |
|    single: . (dot); attribute reference
 | |
| 
 | |
| An attribute reference is a primary followed by a period and a name:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    attributeref: `primary` "." `identifier`
 | |
| 
 | |
| .. index::
 | |
|    exception: AttributeError
 | |
|    object: module
 | |
|    object: list
 | |
| 
 | |
| The primary must evaluate to an object of a type that supports attribute
 | |
| references, which most objects do.  This object is then asked to produce the
 | |
| attribute whose name is the identifier.  This production can be customized by
 | |
| overriding the :meth:`__getattr__` method.  If this attribute is not available,
 | |
| the exception :exc:`AttributeError` is raised.  Otherwise, the type and value of
 | |
| the object produced is determined by the object.  Multiple evaluations of the
 | |
| same attribute reference may yield different objects.
 | |
| 
 | |
| 
 | |
| .. _subscriptions:
 | |
| 
 | |
| Subscriptions
 | |
| -------------
 | |
| 
 | |
| .. index::
 | |
|    single: subscription
 | |
|    single: [] (square brackets); subscription
 | |
| 
 | |
| .. index::
 | |
|    object: sequence
 | |
|    object: mapping
 | |
|    object: string
 | |
|    object: tuple
 | |
|    object: list
 | |
|    object: dictionary
 | |
|    pair: sequence; item
 | |
| 
 | |
| Subscription of a sequence (string, tuple or list) or mapping (dictionary)
 | |
| object usually selects an item from the collection:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    subscription: `primary` "[" `expression_list` "]"
 | |
| 
 | |
| The primary must evaluate to an object that supports subscription (lists or
 | |
| dictionaries for example).  User-defined objects can support subscription by
 | |
| defining a :meth:`__getitem__` method.
 | |
| 
 | |
| For built-in objects, there are two types of objects that support subscription:
 | |
| 
 | |
| If the primary is a mapping, the expression list must evaluate to an object
 | |
| whose value is one of the keys of the mapping, and the subscription selects the
 | |
| value in the mapping that corresponds to that key.  (The expression list is a
 | |
| tuple except if it has exactly one item.)
 | |
| 
 | |
| If the primary is a sequence, the expression list must evaluate to an integer
 | |
| or a slice (as discussed in the following section).
 | |
| 
 | |
| The formal syntax makes no special provision for negative indices in
 | |
| sequences; however, built-in sequences all provide a :meth:`__getitem__`
 | |
| method that interprets negative indices by adding the length of the sequence
 | |
| to the index (so that ``x[-1]`` selects the last item of ``x``).  The
 | |
| resulting value must be a nonnegative integer less than the number of items in
 | |
| the sequence, and the subscription selects the item whose index is that value
 | |
| (counting from zero). Since the support for negative indices and slicing
 | |
| occurs in the object's :meth:`__getitem__` method, subclasses overriding
 | |
| this method will need to explicitly add that support.
 | |
| 
 | |
| .. index::
 | |
|    single: character
 | |
|    pair: string; item
 | |
| 
 | |
| A string's items are characters.  A character is not a separate data type but a
 | |
| string of exactly one character.
 | |
| 
 | |
| ..
 | |
|    At the time of writing this, there is no documentation for generic alias
 | |
|    or PEP 585.  Thus the link currently points to PEP 585 itself.
 | |
|    Please change the link for generic alias to reference the correct
 | |
|    documentation once documentation for PEP 585 becomes available.
 | |
| 
 | |
| Subscription of certain :term:`classes <class>` or :term:`types <type>`
 | |
| creates a `generic alias <https://www.python.org/dev/peps/pep-0585/>`_.
 | |
| In this case, user-defined classes can support subscription by providing a
 | |
| :meth:`__class_getitem__` classmethod.
 | |
| 
 | |
| 
 | |
| .. _slicings:
 | |
| 
 | |
| Slicings
 | |
| --------
 | |
| 
 | |
| .. index::
 | |
|    single: slicing
 | |
|    single: slice
 | |
|    single: : (colon); slicing
 | |
|    single: , (comma); slicing
 | |
| 
 | |
| .. index::
 | |
|    object: sequence
 | |
|    object: string
 | |
|    object: tuple
 | |
|    object: list
 | |
| 
 | |
| A slicing selects a range of items in a sequence object (e.g., a string, tuple
 | |
| or list).  Slicings may be used as expressions or as targets in assignment or
 | |
| :keyword:`del` statements.  The syntax for a slicing:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    slicing: `primary` "[" `slice_list` "]"
 | |
|    slice_list: `slice_item` ("," `slice_item`)* [","]
 | |
|    slice_item: `expression` | `proper_slice`
 | |
|    proper_slice: [`lower_bound`] ":" [`upper_bound`] [ ":" [`stride`] ]
 | |
|    lower_bound: `expression`
 | |
|    upper_bound: `expression`
 | |
|    stride: `expression`
 | |
| 
 | |
| There is ambiguity in the formal syntax here: anything that looks like an
 | |
| expression list also looks like a slice list, so any subscription can be
 | |
| interpreted as a slicing.  Rather than further complicating the syntax, this is
 | |
| disambiguated by defining that in this case the interpretation as a subscription
 | |
| takes priority over the interpretation as a slicing (this is the case if the
 | |
| slice list contains no proper slice).
 | |
| 
 | |
| .. index::
 | |
|    single: start (slice object attribute)
 | |
|    single: stop (slice object attribute)
 | |
|    single: step (slice object attribute)
 | |
| 
 | |
| The semantics for a slicing are as follows.  The primary is indexed (using the
 | |
| same :meth:`__getitem__` method as
 | |
| normal subscription) with a key that is constructed from the slice list, as
 | |
| follows.  If the slice list contains at least one comma, the key is a tuple
 | |
| containing the conversion of the slice items; otherwise, the conversion of the
 | |
| lone slice item is the key.  The conversion of a slice item that is an
 | |
| expression is that expression.  The conversion of a proper slice is a slice
 | |
| object (see section :ref:`types`) whose :attr:`~slice.start`,
 | |
| :attr:`~slice.stop` and :attr:`~slice.step` attributes are the values of the
 | |
| expressions given as lower bound, upper bound and stride, respectively,
 | |
| substituting ``None`` for missing expressions.
 | |
| 
 | |
| 
 | |
| .. index::
 | |
|    object: callable
 | |
|    single: call
 | |
|    single: argument; call semantics
 | |
|    single: () (parentheses); call
 | |
|    single: , (comma); argument list
 | |
|    single: = (equals); in function calls
 | |
| 
 | |
| .. _calls:
 | |
| 
 | |
| Calls
 | |
| -----
 | |
| 
 | |
| A call calls a callable object (e.g., a :term:`function`) with a possibly empty
 | |
| series of :term:`arguments <argument>`:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    call: `primary` "(" [`argument_list` [","] | `comprehension`] ")"
 | |
|    argument_list: `positional_arguments` ["," `starred_and_keywords`]
 | |
|                 :   ["," `keywords_arguments`]
 | |
|                 : | `starred_and_keywords` ["," `keywords_arguments`]
 | |
|                 : | `keywords_arguments`
 | |
|    positional_arguments: positional_item ("," positional_item)*
 | |
|    positional_item: `assignment_expression` | "*" `expression`
 | |
|    starred_and_keywords: ("*" `expression` | `keyword_item`)
 | |
|                 : ("," "*" `expression` | "," `keyword_item`)*
 | |
|    keywords_arguments: (`keyword_item` | "**" `expression`)
 | |
|                 : ("," `keyword_item` | "," "**" `expression`)*
 | |
|    keyword_item: `identifier` "=" `expression`
 | |
| 
 | |
| An optional trailing comma may be present after the positional and keyword arguments
 | |
| but does not affect the semantics.
 | |
| 
 | |
| .. index::
 | |
|    single: parameter; call semantics
 | |
| 
 | |
| The primary must evaluate to a callable object (user-defined functions, built-in
 | |
| functions, methods of built-in objects, class objects, methods of class
 | |
| instances, and all objects having a :meth:`__call__` method are callable).  All
 | |
| argument expressions are evaluated before the call is attempted.  Please refer
 | |
| to section :ref:`function` for the syntax of formal :term:`parameter` lists.
 | |
| 
 | |
| .. XXX update with kwonly args PEP
 | |
| 
 | |
| If keyword arguments are present, they are first converted to positional
 | |
| arguments, as follows.  First, a list of unfilled slots is created for the
 | |
| formal parameters.  If there are N positional arguments, they are placed in the
 | |
| first N slots.  Next, for each keyword argument, the identifier is used to
 | |
| determine the corresponding slot (if the identifier is the same as the first
 | |
| formal parameter name, the first slot is used, and so on).  If the slot is
 | |
| already filled, a :exc:`TypeError` exception is raised. Otherwise, the value of
 | |
| the argument is placed in the slot, filling it (even if the expression is
 | |
| ``None``, it fills the slot).  When all arguments have been processed, the slots
 | |
| that are still unfilled are filled with the corresponding default value from the
 | |
| function definition.  (Default values are calculated, once, when the function is
 | |
| defined; thus, a mutable object such as a list or dictionary used as default
 | |
| value will be shared by all calls that don't specify an argument value for the
 | |
| corresponding slot; this should usually be avoided.)  If there are any unfilled
 | |
| slots for which no default value is specified, a :exc:`TypeError` exception is
 | |
| raised.  Otherwise, the list of filled slots is used as the argument list for
 | |
| the call.
 | |
| 
 | |
| .. impl-detail::
 | |
| 
 | |
|    An implementation may provide built-in functions whose positional parameters
 | |
|    do not have names, even if they are 'named' for the purpose of documentation,
 | |
|    and which therefore cannot be supplied by keyword.  In CPython, this is the
 | |
|    case for functions implemented in C that use :c:func:`PyArg_ParseTuple` to
 | |
|    parse their arguments.
 | |
| 
 | |
| If there are more positional arguments than there are formal parameter slots, a
 | |
| :exc:`TypeError` exception is raised, unless a formal parameter using the syntax
 | |
| ``*identifier`` is present; in this case, that formal parameter receives a tuple
 | |
| containing the excess positional arguments (or an empty tuple if there were no
 | |
| excess positional arguments).
 | |
| 
 | |
| If any keyword argument does not correspond to a formal parameter name, a
 | |
| :exc:`TypeError` exception is raised, unless a formal parameter using the syntax
 | |
| ``**identifier`` is present; in this case, that formal parameter receives a
 | |
| dictionary containing the excess keyword arguments (using the keywords as keys
 | |
| and the argument values as corresponding values), or a (new) empty dictionary if
 | |
| there were no excess keyword arguments.
 | |
| 
 | |
| .. index::
 | |
|    single: * (asterisk); in function calls
 | |
|    single: unpacking; in function calls
 | |
| 
 | |
| If the syntax ``*expression`` appears in the function call, ``expression`` must
 | |
| evaluate to an :term:`iterable`.  Elements from these iterables are
 | |
| treated as if they were additional positional arguments.  For the call
 | |
| ``f(x1, x2, *y, x3, x4)``, if *y* evaluates to a sequence *y1*, ..., *yM*,
 | |
| this is equivalent to a call with M+4 positional arguments *x1*, *x2*,
 | |
| *y1*, ..., *yM*, *x3*, *x4*.
 | |
| 
 | |
| A consequence of this is that although the ``*expression`` syntax may appear
 | |
| *after* explicit keyword arguments, it is processed *before* the
 | |
| keyword arguments (and any ``**expression`` arguments -- see below).  So::
 | |
| 
 | |
|    >>> def f(a, b):
 | |
|    ...     print(a, b)
 | |
|    ...
 | |
|    >>> f(b=1, *(2,))
 | |
|    2 1
 | |
|    >>> f(a=1, *(2,))
 | |
|    Traceback (most recent call last):
 | |
|      File "<stdin>", line 1, in <module>
 | |
|    TypeError: f() got multiple values for keyword argument 'a'
 | |
|    >>> f(1, *(2,))
 | |
|    1 2
 | |
| 
 | |
| It is unusual for both keyword arguments and the ``*expression`` syntax to be
 | |
| used in the same call, so in practice this confusion does not arise.
 | |
| 
 | |
| .. index::
 | |
|    single: **; in function calls
 | |
| 
 | |
| If the syntax ``**expression`` appears in the function call, ``expression`` must
 | |
| evaluate to a :term:`mapping`, the contents of which are treated as
 | |
| additional keyword arguments.  If a keyword is already present
 | |
| (as an explicit keyword argument, or from another unpacking),
 | |
| a :exc:`TypeError` exception is raised.
 | |
| 
 | |
| Formal parameters using the syntax ``*identifier`` or ``**identifier`` cannot be
 | |
| used as positional argument slots or as keyword argument names.
 | |
| 
 | |
| .. versionchanged:: 3.5
 | |
|    Function calls accept any number of ``*`` and ``**`` unpackings,
 | |
|    positional arguments may follow iterable unpackings (``*``),
 | |
|    and keyword arguments may follow dictionary unpackings (``**``).
 | |
|    Originally proposed by :pep:`448`.
 | |
| 
 | |
| A call always returns some value, possibly ``None``, unless it raises an
 | |
| exception.  How this value is computed depends on the type of the callable
 | |
| object.
 | |
| 
 | |
| If it is---
 | |
| 
 | |
| a user-defined function:
 | |
|    .. index::
 | |
|       pair: function; call
 | |
|       triple: user-defined; function; call
 | |
|       object: user-defined function
 | |
|       object: function
 | |
| 
 | |
|    The code block for the function is executed, passing it the argument list.  The
 | |
|    first thing the code block will do is bind the formal parameters to the
 | |
|    arguments; this is described in section :ref:`function`.  When the code block
 | |
|    executes a :keyword:`return` statement, this specifies the return value of the
 | |
|    function call.
 | |
| 
 | |
| a built-in function or method:
 | |
|    .. index::
 | |
|       pair: function; call
 | |
|       pair: built-in function; call
 | |
|       pair: method; call
 | |
|       pair: built-in method; call
 | |
|       object: built-in method
 | |
|       object: built-in function
 | |
|       object: method
 | |
|       object: function
 | |
| 
 | |
|    The result is up to the interpreter; see :ref:`built-in-funcs` for the
 | |
|    descriptions of built-in functions and methods.
 | |
| 
 | |
| a class object:
 | |
|    .. index::
 | |
|       object: class
 | |
|       pair: class object; call
 | |
| 
 | |
|    A new instance of that class is returned.
 | |
| 
 | |
| a class instance method:
 | |
|    .. index::
 | |
|       object: class instance
 | |
|       object: instance
 | |
|       pair: class instance; call
 | |
| 
 | |
|    The corresponding user-defined function is called, with an argument list that is
 | |
|    one longer than the argument list of the call: the instance becomes the first
 | |
|    argument.
 | |
| 
 | |
| a class instance:
 | |
|    .. index::
 | |
|       pair: instance; call
 | |
|       single: __call__() (object method)
 | |
| 
 | |
|    The class must define a :meth:`__call__` method; the effect is then the same as
 | |
|    if that method was called.
 | |
| 
 | |
| 
 | |
| .. index:: keyword: await
 | |
| .. _await:
 | |
| 
 | |
| Await expression
 | |
| ================
 | |
| 
 | |
| Suspend the execution of :term:`coroutine` on an :term:`awaitable` object.
 | |
| Can only be used inside a :term:`coroutine function`.
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    await_expr: "await" `primary`
 | |
| 
 | |
| .. versionadded:: 3.5
 | |
| 
 | |
| 
 | |
| .. _power:
 | |
| 
 | |
| The power operator
 | |
| ==================
 | |
| 
 | |
| .. index::
 | |
|    pair: power; operation
 | |
|    operator: **
 | |
| 
 | |
| The power operator binds more tightly than unary operators on its left; it binds
 | |
| less tightly than unary operators on its right.  The syntax is:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    power: (`await_expr` | `primary`) ["**" `u_expr`]
 | |
| 
 | |
| Thus, in an unparenthesized sequence of power and unary operators, the operators
 | |
| are evaluated from right to left (this does not constrain the evaluation order
 | |
| for the operands): ``-1**2`` results in ``-1``.
 | |
| 
 | |
| The power operator has the same semantics as the built-in :func:`pow` function,
 | |
| when called with two arguments: it yields its left argument raised to the power
 | |
| of its right argument.  The numeric arguments are first converted to a common
 | |
| type, and the result is of that type.
 | |
| 
 | |
| For int operands, the result has the same type as the operands unless the second
 | |
| argument is negative; in that case, all arguments are converted to float and a
 | |
| float result is delivered. For example, ``10**2`` returns ``100``, but
 | |
| ``10**-2`` returns ``0.01``.
 | |
| 
 | |
| Raising ``0.0`` to a negative power results in a :exc:`ZeroDivisionError`.
 | |
| Raising a negative number to a fractional power results in a :class:`complex`
 | |
| number. (In earlier versions it raised a :exc:`ValueError`.)
 | |
| 
 | |
| 
 | |
| .. _unary:
 | |
| 
 | |
| Unary arithmetic and bitwise operations
 | |
| =======================================
 | |
| 
 | |
| .. index::
 | |
|    triple: unary; arithmetic; operation
 | |
|    triple: unary; bitwise; operation
 | |
| 
 | |
| All unary arithmetic and bitwise operations have the same priority:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    u_expr: `power` | "-" `u_expr` | "+" `u_expr` | "~" `u_expr`
 | |
| 
 | |
| .. index::
 | |
|    single: negation
 | |
|    single: minus
 | |
|    single: operator; - (minus)
 | |
|    single: - (minus); unary operator
 | |
| 
 | |
| The unary ``-`` (minus) operator yields the negation of its numeric argument.
 | |
| 
 | |
| .. index::
 | |
|    single: plus
 | |
|    single: operator; + (plus)
 | |
|    single: + (plus); unary operator
 | |
| 
 | |
| The unary ``+`` (plus) operator yields its numeric argument unchanged.
 | |
| 
 | |
| .. index::
 | |
|    single: inversion
 | |
|    operator: ~ (tilde)
 | |
| 
 | |
| The unary ``~`` (invert) operator yields the bitwise inversion of its integer
 | |
| argument.  The bitwise inversion of ``x`` is defined as ``-(x+1)``.  It only
 | |
| applies to integral numbers.
 | |
| 
 | |
| .. index:: exception: TypeError
 | |
| 
 | |
| In all three cases, if the argument does not have the proper type, a
 | |
| :exc:`TypeError` exception is raised.
 | |
| 
 | |
| 
 | |
| .. _binary:
 | |
| 
 | |
| Binary arithmetic operations
 | |
| ============================
 | |
| 
 | |
| .. index:: triple: binary; arithmetic; operation
 | |
| 
 | |
| The binary arithmetic operations have the conventional priority levels.  Note
 | |
| that some of these operations also apply to certain non-numeric types.  Apart
 | |
| from the power operator, there are only two levels, one for multiplicative
 | |
| operators and one for additive operators:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    m_expr: `u_expr` | `m_expr` "*" `u_expr` | `m_expr` "@" `m_expr` |
 | |
|          : `m_expr` "//" `u_expr` | `m_expr` "/" `u_expr` |
 | |
|          : `m_expr` "%" `u_expr`
 | |
|    a_expr: `m_expr` | `a_expr` "+" `m_expr` | `a_expr` "-" `m_expr`
 | |
| 
 | |
| .. index::
 | |
|    single: multiplication
 | |
|    operator: * (asterisk)
 | |
| 
 | |
| The ``*`` (multiplication) operator yields the product of its arguments.  The
 | |
| arguments must either both be numbers, or one argument must be an integer and
 | |
| the other must be a sequence. In the former case, the numbers are converted to a
 | |
| common type and then multiplied together.  In the latter case, sequence
 | |
| repetition is performed; a negative repetition factor yields an empty sequence.
 | |
| 
 | |
| .. index::
 | |
|    single: matrix multiplication
 | |
|    operator: @ (at)
 | |
| 
 | |
| The ``@`` (at) operator is intended to be used for matrix multiplication.  No
 | |
| builtin Python types implement this operator.
 | |
| 
 | |
| .. versionadded:: 3.5
 | |
| 
 | |
| .. index::
 | |
|    exception: ZeroDivisionError
 | |
|    single: division
 | |
|    operator: / (slash)
 | |
|    operator: //
 | |
| 
 | |
| The ``/`` (division) and ``//`` (floor division) operators yield the quotient of
 | |
| their arguments.  The numeric arguments are first converted to a common type.
 | |
| Division of integers yields a float, while floor division of integers results in an
 | |
| integer; the result is that of mathematical division with the 'floor' function
 | |
| applied to the result.  Division by zero raises the :exc:`ZeroDivisionError`
 | |
| exception.
 | |
| 
 | |
| .. index::
 | |
|    single: modulo
 | |
|    operator: % (percent)
 | |
| 
 | |
| The ``%`` (modulo) operator yields the remainder from the division of the first
 | |
| argument by the second.  The numeric arguments are first converted to a common
 | |
| type.  A zero right argument raises the :exc:`ZeroDivisionError` exception.  The
 | |
| arguments may be floating point numbers, e.g., ``3.14%0.7`` equals ``0.34``
 | |
| (since ``3.14`` equals ``4*0.7 + 0.34``.)  The modulo operator always yields a
 | |
| result with the same sign as its second operand (or zero); the absolute value of
 | |
| the result is strictly smaller than the absolute value of the second operand
 | |
| [#]_.
 | |
| 
 | |
| The floor division and modulo operators are connected by the following
 | |
| identity: ``x == (x//y)*y + (x%y)``.  Floor division and modulo are also
 | |
| connected with the built-in function :func:`divmod`: ``divmod(x, y) == (x//y,
 | |
| x%y)``. [#]_.
 | |
| 
 | |
| In addition to performing the modulo operation on numbers, the ``%`` operator is
 | |
| also overloaded by string objects to perform old-style string formatting (also
 | |
| known as interpolation).  The syntax for string formatting is described in the
 | |
| Python Library Reference, section :ref:`old-string-formatting`.
 | |
| 
 | |
| The floor division operator, the modulo operator, and the :func:`divmod`
 | |
| function are not defined for complex numbers.  Instead, convert to a floating
 | |
| point number using the :func:`abs` function if appropriate.
 | |
| 
 | |
| .. index::
 | |
|    single: addition
 | |
|    single: operator; + (plus)
 | |
|    single: + (plus); binary operator
 | |
| 
 | |
| The ``+`` (addition) operator yields the sum of its arguments.  The arguments
 | |
| must either both be numbers or both be sequences of the same type.  In the
 | |
| former case, the numbers are converted to a common type and then added together.
 | |
| In the latter case, the sequences are concatenated.
 | |
| 
 | |
| .. index::
 | |
|    single: subtraction
 | |
|    single: operator; - (minus)
 | |
|    single: - (minus); binary operator
 | |
| 
 | |
| The ``-`` (subtraction) operator yields the difference of its arguments.  The
 | |
| numeric arguments are first converted to a common type.
 | |
| 
 | |
| 
 | |
| .. _shifting:
 | |
| 
 | |
| Shifting operations
 | |
| ===================
 | |
| 
 | |
| .. index::
 | |
|    pair: shifting; operation
 | |
|    operator: <<
 | |
|    operator: >>
 | |
| 
 | |
| The shifting operations have lower priority than the arithmetic operations:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    shift_expr: `a_expr` | `shift_expr` ("<<" | ">>") `a_expr`
 | |
| 
 | |
| These operators accept integers as arguments.  They shift the first argument to
 | |
| the left or right by the number of bits given by the second argument.
 | |
| 
 | |
| .. index:: exception: ValueError
 | |
| 
 | |
| A right shift by *n* bits is defined as floor division by ``pow(2,n)``.  A left
 | |
| shift by *n* bits is defined as multiplication with ``pow(2,n)``.
 | |
| 
 | |
| 
 | |
| .. _bitwise:
 | |
| 
 | |
| Binary bitwise operations
 | |
| =========================
 | |
| 
 | |
| .. index:: triple: binary; bitwise; operation
 | |
| 
 | |
| Each of the three bitwise operations has a different priority level:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    and_expr: `shift_expr` | `and_expr` "&" `shift_expr`
 | |
|    xor_expr: `and_expr` | `xor_expr` "^" `and_expr`
 | |
|    or_expr: `xor_expr` | `or_expr` "|" `xor_expr`
 | |
| 
 | |
| .. index::
 | |
|    pair: bitwise; and
 | |
|    operator: & (ampersand)
 | |
| 
 | |
| The ``&`` operator yields the bitwise AND of its arguments, which must be
 | |
| integers.
 | |
| 
 | |
| .. index::
 | |
|    pair: bitwise; xor
 | |
|    pair: exclusive; or
 | |
|    operator: ^ (caret)
 | |
| 
 | |
| The ``^`` operator yields the bitwise XOR (exclusive OR) of its arguments, which
 | |
| must be integers.
 | |
| 
 | |
| .. index::
 | |
|    pair: bitwise; or
 | |
|    pair: inclusive; or
 | |
|    operator: | (vertical bar)
 | |
| 
 | |
| The ``|`` operator yields the bitwise (inclusive) OR of its arguments, which
 | |
| must be integers.
 | |
| 
 | |
| 
 | |
| .. _comparisons:
 | |
| 
 | |
| Comparisons
 | |
| ===========
 | |
| 
 | |
| .. index::
 | |
|    single: comparison
 | |
|    pair: C; language
 | |
|    operator: < (less)
 | |
|    operator: > (greater)
 | |
|    operator: <=
 | |
|    operator: >=
 | |
|    operator: ==
 | |
|    operator: !=
 | |
| 
 | |
| Unlike C, all comparison operations in Python have the same priority, which is
 | |
| lower than that of any arithmetic, shifting or bitwise operation.  Also unlike
 | |
| C, expressions like ``a < b < c`` have the interpretation that is conventional
 | |
| in mathematics:
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    comparison: `or_expr` (`comp_operator` `or_expr`)*
 | |
|    comp_operator: "<" | ">" | "==" | ">=" | "<=" | "!="
 | |
|                 : | "is" ["not"] | ["not"] "in"
 | |
| 
 | |
| Comparisons yield boolean values: ``True`` or ``False``.
 | |
| 
 | |
| .. index:: pair: chaining; comparisons
 | |
| 
 | |
| Comparisons can be chained arbitrarily, e.g., ``x < y <= z`` is equivalent to
 | |
| ``x < y and y <= z``, except that ``y`` is evaluated only once (but in both
 | |
| cases ``z`` is not evaluated at all when ``x < y`` is found to be false).
 | |
| 
 | |
| Formally, if *a*, *b*, *c*, ..., *y*, *z* are expressions and *op1*, *op2*, ...,
 | |
| *opN* are comparison operators, then ``a op1 b op2 c ... y opN z`` is equivalent
 | |
| to ``a op1 b and b op2 c and ... y opN z``, except that each expression is
 | |
| evaluated at most once.
 | |
| 
 | |
| Note that ``a op1 b op2 c`` doesn't imply any kind of comparison between *a* and
 | |
| *c*, so that, e.g., ``x < y > z`` is perfectly legal (though perhaps not
 | |
| pretty).
 | |
| 
 | |
| Value comparisons
 | |
| -----------------
 | |
| 
 | |
| The operators ``<``, ``>``, ``==``, ``>=``, ``<=``, and ``!=`` compare the
 | |
| values of two objects.  The objects do not need to have the same type.
 | |
| 
 | |
| Chapter :ref:`objects` states that objects have a value (in addition to type
 | |
| and identity).  The value of an object is a rather abstract notion in Python:
 | |
| For example, there is no canonical access method for an object's value.  Also,
 | |
| there is no requirement that the value of an object should be constructed in a
 | |
| particular way, e.g. comprised of all its data attributes. Comparison operators
 | |
| implement a particular notion of what the value of an object is.  One can think
 | |
| of them as defining the value of an object indirectly, by means of their
 | |
| comparison implementation.
 | |
| 
 | |
| Because all types are (direct or indirect) subtypes of :class:`object`, they
 | |
| inherit the default comparison behavior from :class:`object`.  Types can
 | |
| customize their comparison behavior by implementing
 | |
| :dfn:`rich comparison methods` like :meth:`__lt__`, described in
 | |
| :ref:`customization`.
 | |
| 
 | |
| The default behavior for equality comparison (``==`` and ``!=``) is based on
 | |
| the identity of the objects.  Hence, equality comparison of instances with the
 | |
| same identity results in equality, and equality comparison of instances with
 | |
| different identities results in inequality.  A motivation for this default
 | |
| behavior is the desire that all objects should be reflexive (i.e. ``x is y``
 | |
| implies ``x == y``).
 | |
| 
 | |
| A default order comparison (``<``, ``>``, ``<=``, and ``>=``) is not provided;
 | |
| an attempt raises :exc:`TypeError`.  A motivation for this default behavior is
 | |
| the lack of a similar invariant as for equality.
 | |
| 
 | |
| The behavior of the default equality comparison, that instances with different
 | |
| identities are always unequal, may be in contrast to what types will need that
 | |
| have a sensible definition of object value and value-based equality.  Such
 | |
| types will need to customize their comparison behavior, and in fact, a number
 | |
| of built-in types have done that.
 | |
| 
 | |
| The following list describes the comparison behavior of the most important
 | |
| built-in types.
 | |
| 
 | |
| * Numbers of built-in numeric types (:ref:`typesnumeric`) and of the standard
 | |
|   library types :class:`fractions.Fraction` and :class:`decimal.Decimal` can be
 | |
|   compared within and across their types, with the restriction that complex
 | |
|   numbers do not support order comparison.  Within the limits of the types
 | |
|   involved, they compare mathematically (algorithmically) correct without loss
 | |
|   of precision.
 | |
| 
 | |
|   The not-a-number values ``float('NaN')`` and ``decimal.Decimal('NaN')`` are
 | |
|   special.  Any ordered comparison of a number to a not-a-number value is false.
 | |
|   A counter-intuitive implication is that not-a-number values are not equal to
 | |
|   themselves.  For example, if ``x = float('NaN')``, ``3 < x``, ``x < 3`` and
 | |
|   ``x == x`` are all false, while ``x != x`` is true.  This behavior is
 | |
|   compliant with IEEE 754.
 | |
| 
 | |
| * ``None`` and ``NotImplemented`` are singletons.  :PEP:`8` advises that
 | |
|   comparisons for singletons should always be done with ``is`` or ``is not``,
 | |
|   never the equality operators.
 | |
| 
 | |
| * Binary sequences (instances of :class:`bytes` or :class:`bytearray`) can be
 | |
|   compared within and across their types.  They compare lexicographically using
 | |
|   the numeric values of their elements.
 | |
| 
 | |
| * Strings (instances of :class:`str`) compare lexicographically using the
 | |
|   numerical Unicode code points (the result of the built-in function
 | |
|   :func:`ord`) of their characters. [#]_
 | |
| 
 | |
|   Strings and binary sequences cannot be directly compared.
 | |
| 
 | |
| * Sequences (instances of :class:`tuple`, :class:`list`, or :class:`range`) can
 | |
|   be compared only within each of their types, with the restriction that ranges
 | |
|   do not support order comparison.  Equality comparison across these types
 | |
|   results in inequality, and ordering comparison across these types raises
 | |
|   :exc:`TypeError`.
 | |
| 
 | |
|   Sequences compare lexicographically using comparison of corresponding
 | |
|   elements.  The built-in containers typically assume identical objects are
 | |
|   equal to themselves.  That lets them bypass equality tests for identical
 | |
|   objects to improve performance and to maintain their internal invariants.
 | |
| 
 | |
|   Lexicographical comparison between built-in collections works as follows:
 | |
| 
 | |
|   - For two collections to compare equal, they must be of the same type, have
 | |
|     the same length, and each pair of corresponding elements must compare
 | |
|     equal (for example, ``[1,2] == (1,2)`` is false because the type is not the
 | |
|     same).
 | |
| 
 | |
|   - Collections that support order comparison are ordered the same as their
 | |
|     first unequal elements (for example, ``[1,2,x] <= [1,2,y]`` has the same
 | |
|     value as ``x <= y``).  If a corresponding element does not exist, the
 | |
|     shorter collection is ordered first (for example, ``[1,2] < [1,2,3]`` is
 | |
|     true).
 | |
| 
 | |
| * Mappings (instances of :class:`dict`) compare equal if and only if they have
 | |
|   equal `(key, value)` pairs. Equality comparison of the keys and values
 | |
|   enforces reflexivity.
 | |
| 
 | |
|   Order comparisons (``<``, ``>``, ``<=``, and ``>=``) raise :exc:`TypeError`.
 | |
| 
 | |
| * Sets (instances of :class:`set` or :class:`frozenset`) can be compared within
 | |
|   and across their types.
 | |
| 
 | |
|   They define order
 | |
|   comparison operators to mean subset and superset tests.  Those relations do
 | |
|   not define total orderings (for example, the two sets ``{1,2}`` and ``{2,3}``
 | |
|   are not equal, nor subsets of one another, nor supersets of one
 | |
|   another).  Accordingly, sets are not appropriate arguments for functions
 | |
|   which depend on total ordering (for example, :func:`min`, :func:`max`, and
 | |
|   :func:`sorted` produce undefined results given a list of sets as inputs).
 | |
| 
 | |
|   Comparison of sets enforces reflexivity of its elements.
 | |
| 
 | |
| * Most other built-in types have no comparison methods implemented, so they
 | |
|   inherit the default comparison behavior.
 | |
| 
 | |
| User-defined classes that customize their comparison behavior should follow
 | |
| some consistency rules, if possible:
 | |
| 
 | |
| * Equality comparison should be reflexive.
 | |
|   In other words, identical objects should compare equal:
 | |
| 
 | |
|     ``x is y`` implies ``x == y``
 | |
| 
 | |
| * Comparison should be symmetric.
 | |
|   In other words, the following expressions should have the same result:
 | |
| 
 | |
|     ``x == y`` and ``y == x``
 | |
| 
 | |
|     ``x != y`` and ``y != x``
 | |
| 
 | |
|     ``x < y`` and ``y > x``
 | |
| 
 | |
|     ``x <= y`` and ``y >= x``
 | |
| 
 | |
| * Comparison should be transitive.
 | |
|   The following (non-exhaustive) examples illustrate that:
 | |
| 
 | |
|     ``x > y and y > z`` implies ``x > z``
 | |
| 
 | |
|     ``x < y and y <= z`` implies ``x < z``
 | |
| 
 | |
| * Inverse comparison should result in the boolean negation.
 | |
|   In other words, the following expressions should have the same result:
 | |
| 
 | |
|     ``x == y`` and ``not x != y``
 | |
| 
 | |
|     ``x < y`` and ``not x >= y`` (for total ordering)
 | |
| 
 | |
|     ``x > y`` and ``not x <= y`` (for total ordering)
 | |
| 
 | |
|   The last two expressions apply to totally ordered collections (e.g. to
 | |
|   sequences, but not to sets or mappings). See also the
 | |
|   :func:`~functools.total_ordering` decorator.
 | |
| 
 | |
| * The :func:`hash` result should be consistent with equality.
 | |
|   Objects that are equal should either have the same hash value,
 | |
|   or be marked as unhashable.
 | |
| 
 | |
| Python does not enforce these consistency rules. In fact, the not-a-number
 | |
| values are an example for not following these rules.
 | |
| 
 | |
| 
 | |
| .. _in:
 | |
| .. _not in:
 | |
| .. _membership-test-details:
 | |
| 
 | |
| Membership test operations
 | |
| --------------------------
 | |
| 
 | |
| The operators :keyword:`in` and :keyword:`not in` test for membership.  ``x in
 | |
| s`` evaluates to ``True`` if *x* is a member of *s*, and ``False`` otherwise.
 | |
| ``x not in s`` returns the negation of ``x in s``.  All built-in sequences and
 | |
| set types support this as well as dictionary, for which :keyword:`!in` tests
 | |
| whether the dictionary has a given key. For container types such as list, tuple,
 | |
| set, frozenset, dict, or collections.deque, the expression ``x in y`` is equivalent
 | |
| to ``any(x is e or x == e for e in y)``.
 | |
| 
 | |
| For the string and bytes types, ``x in y`` is ``True`` if and only if *x* is a
 | |
| substring of *y*.  An equivalent test is ``y.find(x) != -1``.  Empty strings are
 | |
| always considered to be a substring of any other string, so ``"" in "abc"`` will
 | |
| return ``True``.
 | |
| 
 | |
| For user-defined classes which define the :meth:`__contains__` method, ``x in
 | |
| y`` returns ``True`` if ``y.__contains__(x)`` returns a true value, and
 | |
| ``False`` otherwise.
 | |
| 
 | |
| For user-defined classes which do not define :meth:`__contains__` but do define
 | |
| :meth:`__iter__`, ``x in y`` is ``True`` if some value ``z``, for which the
 | |
| expression ``x is z or x == z`` is true, is produced while iterating over ``y``.
 | |
| If an exception is raised during the iteration, it is as if :keyword:`in` raised
 | |
| that exception.
 | |
| 
 | |
| Lastly, the old-style iteration protocol is tried: if a class defines
 | |
| :meth:`__getitem__`, ``x in y`` is ``True`` if and only if there is a non-negative
 | |
| integer index *i* such that ``x is y[i] or x == y[i]``, and no lower integer index
 | |
| raises the :exc:`IndexError` exception.  (If any other exception is raised, it is as
 | |
| if :keyword:`in` raised that exception).
 | |
| 
 | |
| .. index::
 | |
|    operator: in
 | |
|    operator: not in
 | |
|    pair: membership; test
 | |
|    object: sequence
 | |
| 
 | |
| The operator :keyword:`not in` is defined to have the inverse truth value of
 | |
| :keyword:`in`.
 | |
| 
 | |
| .. index::
 | |
|    operator: is
 | |
|    operator: is not
 | |
|    pair: identity; test
 | |
| 
 | |
| 
 | |
| .. _is:
 | |
| .. _is not:
 | |
| 
 | |
| Identity comparisons
 | |
| --------------------
 | |
| 
 | |
| The operators :keyword:`is` and :keyword:`is not` test for an object's identity: ``x
 | |
| is y`` is true if and only if *x* and *y* are the same object.  An Object's identity
 | |
| is determined using the :meth:`id` function.  ``x is not y`` yields the inverse
 | |
| truth value. [#]_
 | |
| 
 | |
| 
 | |
| .. _booleans:
 | |
| .. _and:
 | |
| .. _or:
 | |
| .. _not:
 | |
| 
 | |
| Boolean operations
 | |
| ==================
 | |
| 
 | |
| .. index::
 | |
|    pair: Conditional; expression
 | |
|    pair: Boolean; operation
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    or_test: `and_test` | `or_test` "or" `and_test`
 | |
|    and_test: `not_test` | `and_test` "and" `not_test`
 | |
|    not_test: `comparison` | "not" `not_test`
 | |
| 
 | |
| In the context of Boolean operations, and also when expressions are used by
 | |
| control flow statements, the following values are interpreted as false:
 | |
| ``False``, ``None``, numeric zero of all types, and empty strings and containers
 | |
| (including strings, tuples, lists, dictionaries, sets and frozensets).  All
 | |
| other values are interpreted as true.  User-defined objects can customize their
 | |
| truth value by providing a :meth:`__bool__` method.
 | |
| 
 | |
| .. index:: operator: not
 | |
| 
 | |
| The operator :keyword:`not` yields ``True`` if its argument is false, ``False``
 | |
| otherwise.
 | |
| 
 | |
| .. index:: operator: and
 | |
| 
 | |
| The expression ``x and y`` first evaluates *x*; if *x* is false, its value is
 | |
| returned; otherwise, *y* is evaluated and the resulting value is returned.
 | |
| 
 | |
| .. index:: operator: or
 | |
| 
 | |
| The expression ``x or y`` first evaluates *x*; if *x* is true, its value is
 | |
| returned; otherwise, *y* is evaluated and the resulting value is returned.
 | |
| 
 | |
| Note that neither :keyword:`and` nor :keyword:`or` restrict the value and type
 | |
| they return to ``False`` and ``True``, but rather return the last evaluated
 | |
| argument.  This is sometimes useful, e.g., if ``s`` is a string that should be
 | |
| replaced by a default value if it is empty, the expression ``s or 'foo'`` yields
 | |
| the desired value.  Because :keyword:`not` has to create a new value, it
 | |
| returns a boolean value regardless of the type of its argument
 | |
| (for example, ``not 'foo'`` produces ``False`` rather than ``''``.)
 | |
| 
 | |
| 
 | |
| Assignment expressions
 | |
| ======================
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    assignment_expression: [`identifier` ":="] `expression`
 | |
| 
 | |
| An assignment expression (sometimes also called a "named expression" or
 | |
| "walrus") assigns an :token:`expression` to an :token:`identifier`, while also
 | |
| returning the value of the :token:`expression`.
 | |
| 
 | |
| One common use case is when handling matched regular expressions:
 | |
| 
 | |
| .. code-block:: python
 | |
| 
 | |
|    if matching := pattern.search(data):
 | |
|        do_something(matching)
 | |
| 
 | |
| Or, when processing a file stream in chunks:
 | |
| 
 | |
| .. code-block:: python
 | |
| 
 | |
|    while chunk := file.read(9000):
 | |
|        process(chunk)
 | |
| 
 | |
| .. versionadded:: 3.8
 | |
|    See :pep:`572` for more details about assignment expressions.
 | |
| 
 | |
| 
 | |
| .. _if_expr:
 | |
| 
 | |
| Conditional expressions
 | |
| =======================
 | |
| 
 | |
| .. index::
 | |
|    pair: conditional; expression
 | |
|    pair: ternary; operator
 | |
|    single: if; conditional expression
 | |
|    single: else; conditional expression
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    conditional_expression: `or_test` ["if" `or_test` "else" `expression`]
 | |
|    expression: `conditional_expression` | `lambda_expr`
 | |
|    expression_nocond: `or_test` | `lambda_expr_nocond`
 | |
| 
 | |
| Conditional expressions (sometimes called a "ternary operator") have the lowest
 | |
| priority of all Python operations.
 | |
| 
 | |
| The expression ``x if C else y`` first evaluates the condition, *C* rather than *x*.
 | |
| If *C* is true, *x* is evaluated and its value is returned; otherwise, *y* is
 | |
| evaluated and its value is returned.
 | |
| 
 | |
| See :pep:`308` for more details about conditional expressions.
 | |
| 
 | |
| 
 | |
| .. _lambdas:
 | |
| .. _lambda:
 | |
| 
 | |
| Lambdas
 | |
| =======
 | |
| 
 | |
| .. index::
 | |
|    pair: lambda; expression
 | |
|    pair: lambda; form
 | |
|    pair: anonymous; function
 | |
|    single: : (colon); lambda expression
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    lambda_expr: "lambda" [`parameter_list`] ":" `expression`
 | |
|    lambda_expr_nocond: "lambda" [`parameter_list`] ":" `expression_nocond`
 | |
| 
 | |
| Lambda expressions (sometimes called lambda forms) are used to create anonymous
 | |
| functions. The expression ``lambda parameters: expression`` yields a function
 | |
| object.  The unnamed object behaves like a function object defined with:
 | |
| 
 | |
| .. code-block:: none
 | |
| 
 | |
|    def <lambda>(parameters):
 | |
|        return expression
 | |
| 
 | |
| See section :ref:`function` for the syntax of parameter lists.  Note that
 | |
| functions created with lambda expressions cannot contain statements or
 | |
| annotations.
 | |
| 
 | |
| 
 | |
| .. _exprlists:
 | |
| 
 | |
| Expression lists
 | |
| ================
 | |
| 
 | |
| .. index::
 | |
|    pair: expression; list
 | |
|    single: , (comma); expression list
 | |
| 
 | |
| .. productionlist:: python-grammar
 | |
|    expression_list: `expression` ("," `expression`)* [","]
 | |
|    starred_list: `starred_item` ("," `starred_item`)* [","]
 | |
|    starred_expression: `expression` | (`starred_item` ",")* [`starred_item`]
 | |
|    starred_item: `assignment_expression` | "*" `or_expr`
 | |
| 
 | |
| .. index:: object: tuple
 | |
| 
 | |
| Except when part of a list or set display, an expression list
 | |
| containing at least one comma yields a tuple.  The length of
 | |
| the tuple is the number of expressions in the list.  The expressions are
 | |
| evaluated from left to right.
 | |
| 
 | |
| .. index::
 | |
|    pair: iterable; unpacking
 | |
|    single: * (asterisk); in expression lists
 | |
| 
 | |
| An asterisk ``*`` denotes :dfn:`iterable unpacking`.  Its operand must be
 | |
| an :term:`iterable`.  The iterable is expanded into a sequence of items,
 | |
| which are included in the new tuple, list, or set, at the site of
 | |
| the unpacking.
 | |
| 
 | |
| .. versionadded:: 3.5
 | |
|    Iterable unpacking in expression lists, originally proposed by :pep:`448`.
 | |
| 
 | |
| .. index:: pair: trailing; comma
 | |
| 
 | |
| The trailing comma is required only to create a single tuple (a.k.a. a
 | |
| *singleton*); it is optional in all other cases.  A single expression without a
 | |
| trailing comma doesn't create a tuple, but rather yields the value of that
 | |
| expression. (To create an empty tuple, use an empty pair of parentheses:
 | |
| ``()``.)
 | |
| 
 | |
| 
 | |
| .. _evalorder:
 | |
| 
 | |
| Evaluation order
 | |
| ================
 | |
| 
 | |
| .. index:: pair: evaluation; order
 | |
| 
 | |
| Python evaluates expressions from left to right.  Notice that while evaluating
 | |
| an assignment, the right-hand side is evaluated before the left-hand side.
 | |
| 
 | |
| In the following lines, expressions will be evaluated in the arithmetic order of
 | |
| their suffixes::
 | |
| 
 | |
|    expr1, expr2, expr3, expr4
 | |
|    (expr1, expr2, expr3, expr4)
 | |
|    {expr1: expr2, expr3: expr4}
 | |
|    expr1 + expr2 * (expr3 - expr4)
 | |
|    expr1(expr2, expr3, *expr4, **expr5)
 | |
|    expr3, expr4 = expr1, expr2
 | |
| 
 | |
| 
 | |
| .. _operator-summary:
 | |
| 
 | |
| Operator precedence
 | |
| ===================
 | |
| 
 | |
| .. index::
 | |
|    pair: operator; precedence
 | |
| 
 | |
| The following table summarizes the operator precedence in Python, from lowest
 | |
| precedence (least binding) to highest precedence (most binding).  Operators in
 | |
| the same box have the same precedence.  Unless the syntax is explicitly given,
 | |
| operators are binary.  Operators in the same box group left to right (except for
 | |
| exponentiation, which groups from right to left).
 | |
| 
 | |
| Note that comparisons, membership tests, and identity tests, all have the same
 | |
| precedence and have a left-to-right chaining feature as described in the
 | |
| :ref:`comparisons` section.
 | |
| 
 | |
| 
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | Operator                                      | Description                         |
 | |
| +===============================================+=====================================+
 | |
| | ``:=``                                        | Assignment expression               |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`lambda`                             | Lambda expression                   |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`if <if_expr>` -- :keyword:`!else`   | Conditional expression              |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`or`                                 | Boolean OR                          |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`and`                                | Boolean AND                         |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`not` ``x``                          | Boolean NOT                         |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`in`, :keyword:`not in`,             | Comparisons, including membership   |
 | |
| | :keyword:`is`, :keyword:`is not`, ``<``,      | tests and identity tests            |
 | |
| | ``<=``, ``>``, ``>=``, ``!=``, ``==``         |                                     |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``|``                                         | Bitwise OR                          |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``^``                                         | Bitwise XOR                         |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``&``                                         | Bitwise AND                         |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``<<``, ``>>``                                | Shifts                              |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``+``, ``-``                                  | Addition and subtraction            |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``*``, ``@``, ``/``, ``//``, ``%``            | Multiplication, matrix              |
 | |
| |                                               | multiplication, division, floor     |
 | |
| |                                               | division, remainder [#]_            |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``+x``, ``-x``, ``~x``                        | Positive, negative, bitwise NOT     |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``**``                                        | Exponentiation [#]_                 |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | :keyword:`await` ``x``                        | Await expression                    |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``x[index]``, ``x[index:index]``,             | Subscription, slicing,              |
 | |
| | ``x(arguments...)``, ``x.attribute``          | call, attribute reference           |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| | ``(expressions...)``,                         | Binding or parenthesized            |
 | |
| |                                               | expression,                         |
 | |
| | ``[expressions...]``,                         | list display,                       |
 | |
| | ``{key: value...}``,                          | dictionary display,                 |
 | |
| | ``{expressions...}``                          | set display                         |
 | |
| +-----------------------------------------------+-------------------------------------+
 | |
| 
 | |
| 
 | |
| .. rubric:: Footnotes
 | |
| 
 | |
| .. [#] While ``abs(x%y) < abs(y)`` is true mathematically, for floats it may not be
 | |
|    true numerically due to roundoff.  For example, and assuming a platform on which
 | |
|    a Python float is an IEEE 754 double-precision number, in order that ``-1e-100 %
 | |
|    1e100`` have the same sign as ``1e100``, the computed result is ``-1e-100 +
 | |
|    1e100``, which is numerically exactly equal to ``1e100``.  The function
 | |
|    :func:`math.fmod` returns a result whose sign matches the sign of the
 | |
|    first argument instead, and so returns ``-1e-100`` in this case. Which approach
 | |
|    is more appropriate depends on the application.
 | |
| 
 | |
| .. [#] If x is very close to an exact integer multiple of y, it's possible for
 | |
|    ``x//y`` to be one larger than ``(x-x%y)//y`` due to rounding.  In such
 | |
|    cases, Python returns the latter result, in order to preserve that
 | |
|    ``divmod(x,y)[0] * y + x % y`` be very close to ``x``.
 | |
| 
 | |
| .. [#] The Unicode standard distinguishes between :dfn:`code points`
 | |
|    (e.g. U+0041) and :dfn:`abstract characters` (e.g. "LATIN CAPITAL LETTER A").
 | |
|    While most abstract characters in Unicode are only represented using one
 | |
|    code point, there is a number of abstract characters that can in addition be
 | |
|    represented using a sequence of more than one code point.  For example, the
 | |
|    abstract character "LATIN CAPITAL LETTER C WITH CEDILLA" can be represented
 | |
|    as a single :dfn:`precomposed character` at code position U+00C7, or as a
 | |
|    sequence of a :dfn:`base character` at code position U+0043 (LATIN CAPITAL
 | |
|    LETTER C), followed by a :dfn:`combining character` at code position U+0327
 | |
|    (COMBINING CEDILLA).
 | |
| 
 | |
|    The comparison operators on strings compare at the level of Unicode code
 | |
|    points. This may be counter-intuitive to humans.  For example,
 | |
|    ``"\u00C7" == "\u0043\u0327"`` is ``False``, even though both strings
 | |
|    represent the same abstract character "LATIN CAPITAL LETTER C WITH CEDILLA".
 | |
| 
 | |
|    To compare strings at the level of abstract characters (that is, in a way
 | |
|    intuitive to humans), use :func:`unicodedata.normalize`.
 | |
| 
 | |
| .. [#] Due to automatic garbage-collection, free lists, and the dynamic nature of
 | |
|    descriptors, you may notice seemingly unusual behaviour in certain uses of
 | |
|    the :keyword:`is` operator, like those involving comparisons between instance
 | |
|    methods, or constants.  Check their documentation for more info.
 | |
| 
 | |
| .. [#] The ``%`` operator is also used for string formatting; the same
 | |
|    precedence applies.
 | |
| 
 | |
| .. [#] The power operator ``**`` binds less tightly than an arithmetic or
 | |
|    bitwise unary operator on its right, that is, ``2**-1`` is ``0.5``.
 | 
