1540 lines
66 KiB
TeX
1540 lines
66 KiB
TeX
\chapter{Data model\label{datamodel}}
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\section{Objects, values and types\label{objects}}
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\dfn{Objects} are Python's abstraction for data. All data in a Python
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program is represented by objects or by relations between objects.
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(In a sense, and in conformance to Von Neumann's model of a
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``stored program computer,'' code is also represented by objects.)
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\index{object}
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\index{data}
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Every object has an identity, a type and a value. An object's
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\emph{identity} never changes once it has been created; you may think
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of it as the object's address in memory. The `\code{is}' operator
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compares the identity of two objects; the
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\function{id()}\bifuncindex{id} function returns an integer
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representing its identity (currently implemented as its address).
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An object's \dfn{type} is
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also unchangeable. It determines the operations that an object
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supports (e.g., ``does it have a length?'') and also defines the
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possible values for objects of that type. The
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\function{type()}\bifuncindex{type} function returns an object's type
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(which is an object itself). The \emph{value} of some
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objects can change. Objects whose value can change are said to be
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\emph{mutable}; objects whose value is unchangeable once they are
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created are called \emph{immutable}.
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(The value of an immutable container object that contains a reference
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to a mutable object can change when the latter's value is changed;
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however the container is still considered immutable, because the
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collection of objects it contains cannot be changed. So, immutability
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is not strictly the same as having an unchangeable value, it is more
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subtle.)
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An object's mutability is determined by its type; for instance,
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numbers, strings and tuples are immutable, while dictionaries and
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lists are mutable.
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\index{identity of an object}
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\index{value of an object}
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\index{type of an object}
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\index{mutable object}
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\index{immutable object}
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Objects are never explicitly destroyed; however, when they become
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unreachable they may be garbage-collected. An implementation is
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allowed to postpone garbage collection or omit it altogether --- it is
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a matter of implementation quality how garbage collection is
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implemented, as long as no objects are collected that are still
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reachable. (Implementation note: the current implementation uses a
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reference-counting scheme with (optional) delayed detection of
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cyclicly linked garbage, which collects most objects as soon as they
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become unreachable, but is not guaranteed to collect garbage
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containing circular references. See the
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\citetitle[../lib/module-gc.html]{Python Library Reference} for
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information on controlling the collection of cyclic garbage.)
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\index{garbage collection}
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\index{reference counting}
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\index{unreachable object}
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Note that the use of the implementation's tracing or debugging
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facilities may keep objects alive that would normally be collectable.
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Also note that catching an exception with a
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`\keyword{try}...\keyword{except}' statement may keep objects alive.
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Some objects contain references to ``external'' resources such as open
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files or windows. It is understood that these resources are freed
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when the object is garbage-collected, but since garbage collection is
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not guaranteed to happen, such objects also provide an explicit way to
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release the external resource, usually a \method{close()} method.
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Programs are strongly recommended to explicitly close such
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objects. The `\keyword{try}...\keyword{finally}' statement provides
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a convenient way to do this.
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Some objects contain references to other objects; these are called
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\emph{containers}. Examples of containers are tuples, lists and
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dictionaries. The references are part of a container's value. In
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most cases, when we talk about the value of a container, we imply the
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values, not the identities of the contained objects; however, when we
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talk about the mutability of a container, only the identities of
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the immediately contained objects are implied. So, if an immutable
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container (like a tuple)
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contains a reference to a mutable object, its value changes
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if that mutable object is changed.
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\index{container}
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Types affect almost all aspects of object behavior. Even the importance
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of object identity is affected in some sense: for immutable types,
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operations that compute new values may actually return a reference to
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any existing object with the same type and value, while for mutable
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objects this is not allowed. E.g., after
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\samp{a = 1; b = 1},
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\code{a} and \code{b} may or may not refer to the same object with the
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value one, depending on the implementation, but after
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\samp{c = []; d = []}, \code{c} and \code{d}
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are guaranteed to refer to two different, unique, newly created empty
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lists.
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(Note that \samp{c = d = []} assigns the same object to both
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\code{c} and \code{d}.)
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\section{The standard type hierarchy\label{types}}
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Below is a list of the types that are built into Python. Extension
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modules written in \C{} can define additional types. Future versions of
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Python may add types to the type hierarchy (e.g., rational
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numbers, efficiently stored arrays of integers, etc.).
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\index{type}
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\indexii{data}{type}
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\indexii{type}{hierarchy}
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\indexii{extension}{module}
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\indexii{C}{language}
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Some of the type descriptions below contain a paragraph listing
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`special attributes.' These are attributes that provide access to the
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implementation and are not intended for general use. Their definition
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may change in the future.
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\index{attribute}
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\indexii{special}{attribute}
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\indexiii{generic}{special}{attribute}
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\begin{description}
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\item[None]
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This type has a single value. There is a single object with this value.
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This object is accessed through the built-in name \code{None}.
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It is used to signify the absence of a value in many situations, e.g.,
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it is returned from functions that don't explicitly return anything.
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Its truth value is false.
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\ttindex{None}
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\obindex{None@{\texttt{None}}}
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\item[NotImplemented]
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This type has a single value. There is a single object with this value.
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This object is accessed through the built-in name \code{NotImplemented}.
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Numeric methods and rich comparison methods may return this value if
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they do not implement the operation for the operands provided. (The
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interpreter will then try the reflected operation, or some other
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fallback, depending on the operator.) Its truth value is true.
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\ttindex{NotImplemented}
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\obindex{NotImplemented@{\texttt{NotImplemented}}}
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\item[Ellipsis]
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This type has a single value. There is a single object with this value.
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This object is accessed through the built-in name \code{Ellipsis}.
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It is used to indicate the presence of the \samp{...} syntax in a
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slice. Its truth value is true.
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\ttindex{Ellipsis}
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\obindex{Ellipsis@{\texttt{Ellipsis}}}
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\item[Numbers]
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These are created by numeric literals and returned as results by
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arithmetic operators and arithmetic built-in functions. Numeric
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objects are immutable; once created their value never changes. Python
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numbers are of course strongly related to mathematical numbers, but
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subject to the limitations of numerical representation in computers.
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\obindex{numeric}
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Python distinguishes between integers, floating point numbers, and
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complex numbers:
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\begin{description}
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\item[Integers]
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These represent elements from the mathematical set of whole numbers.
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\obindex{integer}
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There are two types of integers:
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\begin{description}
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\item[Plain integers]
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These represent numbers in the range -2147483648 through 2147483647.
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(The range may be larger on machines with a larger natural word
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size, but not smaller.)
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When the result of an operation would fall outside this range, the
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exception \exception{OverflowError} is raised.
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For the purpose of shift and mask operations, integers are assumed to
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have a binary, 2's complement notation using 32 or more bits, and
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hiding no bits from the user (i.e., all 4294967296 different bit
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patterns correspond to different values).
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\obindex{plain integer}
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\withsubitem{(built-in exception)}{\ttindex{OverflowError}}
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\item[Long integers]
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These represent numbers in an unlimited range, subject to available
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(virtual) memory only. For the purpose of shift and mask operations,
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a binary representation is assumed, and negative numbers are
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represented in a variant of 2's complement which gives the illusion of
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an infinite string of sign bits extending to the left.
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\obindex{long integer}
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\end{description} % Integers
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The rules for integer representation are intended to give the most
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meaningful interpretation of shift and mask operations involving
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negative integers and the least surprises when switching between the
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plain and long integer domains. For any operation except left shift,
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if it yields a result in the plain integer domain without causing
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overflow, it will yield the same result in the long integer domain or
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when using mixed operands.
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\indexii{integer}{representation}
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\item[Floating point numbers]
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These represent machine-level double precision floating point numbers.
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You are at the mercy of the underlying machine architecture and
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\C{} implementation for the accepted range and handling of overflow.
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Python does not support single-precision floating point numbers; the
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savings in processor and memory usage that are usually the reason for using
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these is dwarfed by the overhead of using objects in Python, so there
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is no reason to complicate the language with two kinds of floating
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point numbers.
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\obindex{floating point}
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\indexii{floating point}{number}
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\indexii{C}{language}
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\item[Complex numbers]
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These represent complex numbers as a pair of machine-level double
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precision floating point numbers. The same caveats apply as for
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floating point numbers. The real and imaginary value of a complex
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number \code{z} can be retrieved through the attributes \code{z.real}
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and \code{z.imag}.
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\obindex{complex}
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\indexii{complex}{number}
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\end{description} % Numbers
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\item[Sequences]
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These represent finite ordered sets indexed by non-negative numbers.
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The built-in function \function{len()}\bifuncindex{len} returns the
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number of items of a sequence.
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When the length of a sequence is \var{n}, the
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index set contains the numbers 0, 1, \ldots, \var{n}-1. Item
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\var{i} of sequence \var{a} is selected by \code{\var{a}[\var{i}]}.
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\obindex{sequence}
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\index{index operation}
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\index{item selection}
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\index{subscription}
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Sequences also support slicing: \code{\var{a}[\var{i}:\var{j}]}
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selects all items with index \var{k} such that \var{i} \code{<=}
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\var{k} \code{<} \var{j}. When used as an expression, a slice is a
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sequence of the same type. This implies that the index set is
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renumbered so that it starts at 0.
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\index{slicing}
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Sequences are distinguished according to their mutability:
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\begin{description}
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\item[Immutable sequences]
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An object of an immutable sequence type cannot change once it is
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created. (If the object contains references to other objects,
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these other objects may be mutable and may be changed; however,
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the collection of objects directly referenced by an immutable object
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cannot change.)
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\obindex{immutable sequence}
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\obindex{immutable}
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The following types are immutable sequences:
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\begin{description}
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\item[Strings]
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The items of a string are characters. There is no separate
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character type; a character is represented by a string of one item.
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Characters represent (at least) 8-bit bytes. The built-in
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functions \function{chr()}\bifuncindex{chr} and
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\function{ord()}\bifuncindex{ord} convert between characters and
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nonnegative integers representing the byte values. Bytes with the
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values 0-127 usually represent the corresponding \ASCII{} values, but
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the interpretation of values is up to the program. The string
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data type is also used to represent arrays of bytes, e.g., to hold data
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read from a file.
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\obindex{string}
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\index{character}
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\index{byte}
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\index{ASCII@\ASCII}
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(On systems whose native character set is not \ASCII, strings may use
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EBCDIC in their internal representation, provided the functions
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\function{chr()} and \function{ord()} implement a mapping between \ASCII{} and
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EBCDIC, and string comparison preserves the \ASCII{} order.
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Or perhaps someone can propose a better rule?)
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\index{ASCII@\ASCII}
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\index{EBCDIC}
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\index{character set}
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\indexii{string}{comparison}
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\bifuncindex{chr}
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\bifuncindex{ord}
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\item[Unicode]
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The items of a Unicode object are Unicode characters. A Unicode
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character is represented by a Unicode object of one item and can hold
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a 16-bit value representing a Unicode ordinal. The built-in functions
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\function{unichr()}\bifuncindex{unichr} and
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\function{ord()}\bifuncindex{ord} convert between characters and
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nonnegative integers representing the Unicode ordinals as defined in
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the Unicode Standard 3.0. Conversion from and to other encodings are
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possible through the Unicode method \method{encode} and the built-in
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function \function{unicode()}\bifuncindex{unicode}.
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\obindex{unicode}
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\index{character}
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\index{integer}
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\index{Unicode}
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\item[Tuples]
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The items of a tuple are arbitrary Python objects.
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Tuples of two or more items are formed by comma-separated lists
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of expressions. A tuple of one item (a `singleton') can be formed
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by affixing a comma to an expression (an expression by itself does
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not create a tuple, since parentheses must be usable for grouping of
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expressions). An empty tuple can be formed by an empty pair of
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parentheses.
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\obindex{tuple}
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\indexii{singleton}{tuple}
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\indexii{empty}{tuple}
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\end{description} % Immutable sequences
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\item[Mutable sequences]
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Mutable sequences can be changed after they are created. The
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subscription and slicing notations can be used as the target of
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assignment and \keyword{del} (delete) statements.
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\obindex{mutable sequence}
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\obindex{mutable}
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\indexii{assignment}{statement}
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\index{delete}
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\stindex{del}
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\index{subscription}
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\index{slicing}
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There is currently a single mutable sequence type:
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\begin{description}
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\item[Lists]
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The items of a list are arbitrary Python objects. Lists are formed
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by placing a comma-separated list of expressions in square brackets.
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(Note that there are no special cases needed to form lists of length 0
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or 1.)
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\obindex{list}
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\end{description} % Mutable sequences
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The extension module \module{array}\refstmodindex{array} provides an
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additional example of a mutable sequence type.
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\end{description} % Sequences
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\item[Mappings]
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These represent finite sets of objects indexed by arbitrary index sets.
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The subscript notation \code{a[k]} selects the item indexed
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by \code{k} from the mapping \code{a}; this can be used in
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expressions and as the target of assignments or \keyword{del} statements.
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The built-in function \function{len()} returns the number of items
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in a mapping.
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\bifuncindex{len}
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\index{subscription}
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\obindex{mapping}
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There is currently a single intrinsic mapping type:
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\begin{description}
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\item[Dictionaries]
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These\obindex{dictionary} represent finite sets of objects indexed by
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nearly arbitrary values. The only types of values not acceptable as
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keys are values containing lists or dictionaries or other mutable
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types that are compared by value rather than by object identity, the
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reason being that the efficient implementation of dictionaries
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requires a key's hash value to remain constant.
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Numeric types used for keys obey the normal rules for numeric
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comparison: if two numbers compare equal (e.g., \code{1} and
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\code{1.0}) then they can be used interchangeably to index the same
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dictionary entry.
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Dictionaries are mutable; they are created by the
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\code{\{...\}} notation (see section \ref{dict}, ``Dictionary
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Displays'').
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The extension modules \module{dbm}\refstmodindex{dbm},
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\module{gdbm}\refstmodindex{gdbm}, \module{bsddb}\refstmodindex{bsddb}
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provide additional examples of mapping types.
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\end{description} % Mapping types
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\item[Callable types]
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These\obindex{callable} are the types to which the function call
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operation (see section \ref{calls}, ``Calls'') can be applied:
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\indexii{function}{call}
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\index{invocation}
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\indexii{function}{argument}
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\begin{description}
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\item[User-defined functions]
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A user-defined function object is created by a function definition
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(see section \ref{function}, ``Function definitions''). It should be
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called with an argument
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list containing the same number of items as the function's formal
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parameter list.
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\indexii{user-defined}{function}
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\obindex{function}
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\obindex{user-defined function}
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Special attributes: \member{func_doc} or \member{__doc__} is the
|
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function's documentation string, or None if unavailable;
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\member{func_name} or \member{__name__} is the function's name;
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\member{func_defaults} is a tuple containing default argument values for
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those arguments that have defaults, or \code{None} if no arguments
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have a default value; \member{func_code} is the code object representing
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the compiled function body; \member{func_globals} is (a reference to)
|
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the dictionary that holds the function's global variables --- it
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defines the global namespace of the module in which the function was
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defined; \member{func_dict} or \member{__dict__} contains the
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namespace supporting arbitrary function attributes;
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\member{func_closure} is \code{None} or a tuple of cells that contain
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binding for the function's free variables.
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Of these, \member{func_code}, \member{func_defaults}, \member{func_closure},
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\member{func_doc}/\member{__doc__}, and
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\member{func_dict}/\member{__dict__} may be writable; the
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others can never be changed. Additional information about a
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function's definition can be retrieved from its code object; see the
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description of internal types below.
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In Python 2.1, the \member{func_closure} slot is always \code{None}
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unless nested scopes are enabled. (See the appendix.)
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\withsubitem{(function attribute)}{
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\ttindex{func_doc}
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\ttindex{__doc__}
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\ttindex{__name__}
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\ttindex{__dict__}
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\ttindex{func_defaults}
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\ttindex{func_code}
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\ttindex{func_globals}
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\ttindex{func_dict}}
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\indexii{global}{namespace}
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\item[User-defined methods]
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A user-defined method object combines a class, a class instance (or
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\code{None}) and any callable object (normally a user-defined
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function).
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\obindex{method}
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\obindex{user-defined method}
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\indexii{user-defined}{method}
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Special read-only attributes: \member{im_self} is the class instance
|
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object, \member{im_func} is the function object;
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\member{im_class} is the class that defined the method (which may be a
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base class of the class of which \member{im_self} is an instance);
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\member{__doc__} is the method's documentation (same as
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\code{im_func.__doc__}); \member{__name__} is the method name (same as
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\code{im_func.__name__}).
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\withsubitem{(method attribute)}{
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\ttindex{im_func}
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\ttindex{im_self}}
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Methods also support accessing (but not setting) the arbitrary
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function attributes on the underlying function object.
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User-defined method objects are created in two ways: when getting an
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attribute of a class that is a user-defined function object, or when
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getting an attribute of a class instance that is a user-defined
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function object defined by the class of the instance. In the former
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case (class attribute), the \member{im_self} attribute is \code{None},
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and the method object is said to be unbound; in the latter case
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(instance attribute), \method{im_self} is the instance, and the method
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object is said to be bound. For
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instance, when \class{C} is a class which contains a definition for a
|
|
function \method{f()}, \code{C.f} does not yield the function object
|
|
\code{f}; rather, it yields an unbound method object \code{m} where
|
|
\code{m.im_class} is \class{C}, \code{m.im_func} is \method{f()}, and
|
|
\code{m.im_self} is \code{None}. When \code{x} is a \class{C}
|
|
instance, \code{x.f} yields a bound method object \code{m} where
|
|
\code{m.im_class} is \code{C}, \code{m.im_func} is \method{f()}, and
|
|
\code{m.im_self} is \code{x}.
|
|
\withsubitem{(method attribute)}{
|
|
\ttindex{im_class}\ttindex{im_func}\ttindex{im_self}}
|
|
|
|
When an unbound user-defined method object is called, the underlying
|
|
function (\member{im_func}) is called, with the restriction that the
|
|
first argument must be an instance of the proper class
|
|
(\member{im_class}) or of a derived class thereof.
|
|
|
|
When a bound user-defined method object is called, the underlying
|
|
function (\member{im_func}) is called, inserting the class instance
|
|
(\member{im_self}) in front of the argument list. For instance, when
|
|
\class{C} is a class which contains a definition for a function
|
|
\method{f()}, and \code{x} is an instance of \class{C}, calling
|
|
\code{x.f(1)} is equivalent to calling \code{C.f(x, 1)}.
|
|
|
|
Note that the transformation from function object to (unbound or
|
|
bound) method object happens each time the attribute is retrieved from
|
|
the class or instance. In some cases, a fruitful optimization is to
|
|
assign the attribute to a local variable and call that local variable.
|
|
Also notice that this transformation only happens for user-defined
|
|
functions; other callable objects (and all non-callable objects) are
|
|
retrieved without transformation. It is also important to note that
|
|
user-defined functions which are attributes of a class instance are
|
|
not converted to bound methods; this \emph{only} happens when the
|
|
function is an attribute of the class.
|
|
|
|
\item[Built-in functions]
|
|
A built-in function object is a wrapper around a \C{} function. Examples
|
|
of built-in functions are \function{len()} and \function{math.sin()}
|
|
(\module{math} is a standard built-in module).
|
|
The number and type of the arguments are
|
|
determined by the C function.
|
|
Special read-only attributes: \member{__doc__} is the function's
|
|
documentation string, or \code{None} if unavailable; \member{__name__}
|
|
is the function's name; \member{__self__} is set to \code{None} (but see
|
|
the next item).
|
|
\obindex{built-in function}
|
|
\obindex{function}
|
|
\indexii{C}{language}
|
|
|
|
\item[Built-in methods]
|
|
This is really a different disguise of a built-in function, this time
|
|
containing an object passed to the \C{} function as an implicit extra
|
|
argument. An example of a built-in method is
|
|
\code{\var{list}.append()}, assuming
|
|
\var{list} is a list object.
|
|
In this case, the special read-only attribute \member{__self__} is set
|
|
to the object denoted by \code{list}.
|
|
\obindex{built-in method}
|
|
\obindex{method}
|
|
\indexii{built-in}{method}
|
|
|
|
\item[Classes]
|
|
Class objects are described below. When a class object is called,
|
|
a new class instance (also described below) is created and
|
|
returned. This implies a call to the class's \method{__init__()} method
|
|
if it has one. Any arguments are passed on to the \method{__init__()}
|
|
method. If there is no \method{__init__()} method, the class must be called
|
|
without arguments.
|
|
\withsubitem{(object method)}{\ttindex{__init__()}}
|
|
\obindex{class}
|
|
\obindex{class instance}
|
|
\obindex{instance}
|
|
\indexii{class object}{call}
|
|
|
|
\item[Class instances]
|
|
Class instances are described below. Class instances are callable
|
|
only when the class has a \method{__call__()} method; \code{x(arguments)}
|
|
is a shorthand for \code{x.__call__(arguments)}.
|
|
|
|
\end{description}
|
|
|
|
\item[Modules]
|
|
Modules are imported by the \keyword{import} statement (see section
|
|
\ref{import}, ``The \keyword{import} statement'').
|
|
A module object has a namespace implemented by a dictionary object
|
|
(this is the dictionary referenced by the func_globals attribute of
|
|
functions defined in the module). Attribute references are translated
|
|
to lookups in this dictionary, e.g., \code{m.x} is equivalent to
|
|
\code{m.__dict__["x"]}.
|
|
A module object does not contain the code object used to
|
|
initialize the module (since it isn't needed once the initialization
|
|
is done).
|
|
\stindex{import}
|
|
\obindex{module}
|
|
|
|
Attribute assignment updates the module's namespace dictionary,
|
|
e.g., \samp{m.x = 1} is equivalent to \samp{m.__dict__["x"] = 1}.
|
|
|
|
Special read-only attribute: \member{__dict__} is the module's
|
|
namespace as a dictionary object.
|
|
\withsubitem{(module attribute)}{\ttindex{__dict__}}
|
|
|
|
Predefined (writable) attributes: \member{__name__}
|
|
is the module's name; \member{__doc__} is the
|
|
module's documentation string, or
|
|
\code{None} if unavailable; \member{__file__} is the pathname of the
|
|
file from which the module was loaded, if it was loaded from a file.
|
|
The \member{__file__} attribute is not present for C{} modules that are
|
|
statically linked into the interpreter; for extension modules loaded
|
|
dynamically from a shared library, it is the pathname of the shared
|
|
library file.
|
|
\withsubitem{(module attribute)}{
|
|
\ttindex{__name__}
|
|
\ttindex{__doc__}
|
|
\ttindex{__file__}}
|
|
\indexii{module}{namespace}
|
|
|
|
\item[Classes]
|
|
Class objects are created by class definitions (see section
|
|
\ref{class}, ``Class definitions'').
|
|
A class has a namespace implemented by a dictionary object.
|
|
Class attribute references are translated to
|
|
lookups in this dictionary,
|
|
e.g., \samp{C.x} is translated to \samp{C.__dict__["x"]}.
|
|
When the attribute name is not found
|
|
there, the attribute search continues in the base classes. The search
|
|
is depth-first, left-to-right in the order of occurrence in the
|
|
base class list.
|
|
When a class attribute reference would yield a user-defined function
|
|
object, it is transformed into an unbound user-defined method object
|
|
(see above). The \member{im_class} attribute of this method object is the
|
|
class in which the function object was found, not necessarily the
|
|
class for which the attribute reference was initiated.
|
|
\obindex{class}
|
|
\obindex{class instance}
|
|
\obindex{instance}
|
|
\indexii{class object}{call}
|
|
\index{container}
|
|
\obindex{dictionary}
|
|
\indexii{class}{attribute}
|
|
|
|
Class attribute assignments update the class's dictionary, never the
|
|
dictionary of a base class.
|
|
\indexiii{class}{attribute}{assignment}
|
|
|
|
A class object can be called (see above) to yield a class instance (see
|
|
below).
|
|
\indexii{class object}{call}
|
|
|
|
Special attributes: \member{__name__} is the class name;
|
|
\member{__module__} is the module name in which the class was defined;
|
|
\member{__dict__} is the dictionary containing the class's namespace;
|
|
\member{__bases__} is a tuple (possibly empty or a singleton)
|
|
containing the base classes, in the order of their occurrence in the
|
|
base class list; \member{__doc__} is the class's documentation string,
|
|
or None if undefined.
|
|
\withsubitem{(class attribute)}{
|
|
\ttindex{__name__}
|
|
\ttindex{__module__}
|
|
\ttindex{__dict__}
|
|
\ttindex{__bases__}
|
|
\ttindex{__doc__}}
|
|
|
|
\item[Class instances]
|
|
A class instance is created by calling a class object (see above).
|
|
A class instance has a namespace implemented as a dictionary which
|
|
is the first place in which
|
|
attribute references are searched. When an attribute is not found
|
|
there, and the instance's class has an attribute by that name,
|
|
the search continues with the class attributes. If a class attribute
|
|
is found that is a user-defined function object (and in no other
|
|
case), it is transformed into an unbound user-defined method object
|
|
(see above). The \member{im_class} attribute of this method object is
|
|
the class in which the function object was found, not necessarily the
|
|
class of the instance for which the attribute reference was initiated.
|
|
If no class attribute is found, and the object's class has a
|
|
\method{__getattr__()} method, that is called to satisfy the lookup.
|
|
\obindex{class instance}
|
|
\obindex{instance}
|
|
\indexii{class}{instance}
|
|
\indexii{class instance}{attribute}
|
|
|
|
Attribute assignments and deletions update the instance's dictionary,
|
|
never a class's dictionary. If the class has a \method{__setattr__()} or
|
|
\method{__delattr__()} method, this is called instead of updating the
|
|
instance dictionary directly.
|
|
\indexiii{class instance}{attribute}{assignment}
|
|
|
|
Class instances can pretend to be numbers, sequences, or mappings if
|
|
they have methods with certain special names. See
|
|
section \ref{specialnames}, ``Special method names.''
|
|
\obindex{numeric}
|
|
\obindex{sequence}
|
|
\obindex{mapping}
|
|
|
|
Special attributes: \member{__dict__} is the attribute
|
|
dictionary; \member{__class__} is the instance's class.
|
|
\withsubitem{(instance attribute)}{
|
|
\ttindex{__dict__}
|
|
\ttindex{__class__}}
|
|
|
|
\item[Files]
|
|
A file\obindex{file} object represents an open file. File objects are
|
|
created by the \function{open()}\bifuncindex{open} built-in function,
|
|
and also by
|
|
\withsubitem{(in module os)}{\ttindex{popen()}}\function{os.popen()},
|
|
\function{os.fdopen()}, and the
|
|
\method{makefile()}\withsubitem{(socket method)}{\ttindex{makefile()}}
|
|
method of socket objects (and perhaps by other functions or methods
|
|
provided by extension modules). The objects
|
|
\ttindex{sys.stdin}\code{sys.stdin},
|
|
\ttindex{sys.stdout}\code{sys.stdout} and
|
|
\ttindex{sys.stderr}\code{sys.stderr} are initialized to file objects
|
|
corresponding to the interpreter's standard\index{stdio} input, output
|
|
and error streams. See the \citetitle[../lib/lib.html]{Python Library
|
|
Reference} for complete documentation of file objects.
|
|
\withsubitem{(in module sys)}{
|
|
\ttindex{stdin}
|
|
\ttindex{stdout}
|
|
\ttindex{stderr}}
|
|
|
|
|
|
\item[Internal types]
|
|
A few types used internally by the interpreter are exposed to the user.
|
|
Their definitions may change with future versions of the interpreter,
|
|
but they are mentioned here for completeness.
|
|
\index{internal type}
|
|
\index{types, internal}
|
|
|
|
\begin{description}
|
|
|
|
\item[Code objects]
|
|
Code objects represent \emph{byte-compiled} executable Python code, or
|
|
\emph{bytecode}.
|
|
The difference between a code
|
|
object and a function object is that the function object contains an
|
|
explicit reference to the function's globals (the module in which it
|
|
was defined), while a code object contains no context;
|
|
also the default argument values are stored in the function object,
|
|
not in the code object (because they represent values calculated at
|
|
run-time). Unlike function objects, code objects are immutable and
|
|
contain no references (directly or indirectly) to mutable objects.
|
|
\index{bytecode}
|
|
\obindex{code}
|
|
|
|
Special read-only attributes: \member{co_name} gives the function
|
|
name; \member{co_argcount} is the number of positional arguments
|
|
(including arguments with default values); \member{co_nlocals} is the
|
|
number of local variables used by the function (including arguments);
|
|
\member{co_varnames} is a tuple containing the names of the local
|
|
variables (starting with the argument names); \member{co_cellvars} is
|
|
a tuple containing the names of local variables that are referenced by
|
|
nested functions; \member{co_freevars} is a tuple containing the names
|
|
of local variables that are neither local nor global; \member{co_code}
|
|
is a string representing the sequence of bytecode instructions;
|
|
\member{co_consts} is a tuple containing the literals used by the
|
|
bytecode; \member{co_names} is a tuple containing the names used by
|
|
the bytecode; \member{co_filename} is the filename from which the code
|
|
was compiled; \member{co_firstlineno} is the first line number of the
|
|
function; \member{co_lnotab} is a string encoding the mapping from
|
|
byte code offsets to line numbers (for details see the source code of
|
|
the interpreter); \member{co_stacksize} is the required stack size
|
|
(including local variables); \member{co_flags} is an integer encoding
|
|
a number of flags for the interpreter.
|
|
|
|
The \member{co_cellvars} and \member{co_freevars} are present in
|
|
Python 2.1 when nested scopes are not enabled, but the code itself
|
|
does not use or create cells.
|
|
|
|
\withsubitem{(code object attribute)}{
|
|
\ttindex{co_argcount}
|
|
\ttindex{co_code}
|
|
\ttindex{co_consts}
|
|
\ttindex{co_filename}
|
|
\ttindex{co_firstlineno}
|
|
\ttindex{co_flags}
|
|
\ttindex{co_lnotab}
|
|
\ttindex{co_name}
|
|
\ttindex{co_names}
|
|
\ttindex{co_nlocals}
|
|
\ttindex{co_stacksize}
|
|
\ttindex{co_varnames}
|
|
\ttindex{co_cellvars}
|
|
\ttindex{co_freevars}}
|
|
|
|
The following flag bits are defined for \member{co_flags}: bit
|
|
\code{0x04} is set if the function uses the \samp{*arguments} syntax
|
|
to accept an arbitrary number of positional arguments; bit
|
|
\code{0x08} is set if the function uses the \samp{**keywords} syntax
|
|
to accept arbitrary keyword arguments; other bits are used internally
|
|
or reserved for future use; bit \code{0x10} is set if the function was
|
|
compiled with nested scopes enabled. If\index{documentation string} a
|
|
code object represents a function, the first item in
|
|
\member{co_consts} is the documentation string of the function, or
|
|
\code{None} if undefined.
|
|
|
|
\item[Frame objects]
|
|
Frame objects represent execution frames. They may occur in traceback
|
|
objects (see below).
|
|
\obindex{frame}
|
|
|
|
Special read-only attributes: \member{f_back} is to the previous
|
|
stack frame (towards the caller), or \code{None} if this is the bottom
|
|
stack frame; \member{f_code} is the code object being executed in this
|
|
frame; \member{f_locals} is the dictionary used to look up local
|
|
variables; \member{f_globals} is used for global variables;
|
|
\member{f_builtins} is used for built-in (intrinsic) names;
|
|
\member{f_restricted} is a flag indicating whether the function is
|
|
executing in restricted execution mode;
|
|
\member{f_lineno} gives the line number and \member{f_lasti} gives the
|
|
precise instruction (this is an index into the bytecode string of
|
|
the code object).
|
|
\withsubitem{(frame attribute)}{
|
|
\ttindex{f_back}
|
|
\ttindex{f_code}
|
|
\ttindex{f_globals}
|
|
\ttindex{f_locals}
|
|
\ttindex{f_lineno}
|
|
\ttindex{f_lasti}
|
|
\ttindex{f_builtins}
|
|
\ttindex{f_restricted}}
|
|
|
|
Special writable attributes: \member{f_trace}, if not \code{None}, is a
|
|
function called at the start of each source code line (this is used by
|
|
the debugger); \member{f_exc_type}, \member{f_exc_value},
|
|
\member{f_exc_traceback} represent the most recent exception caught in
|
|
this frame.
|
|
\withsubitem{(frame attribute)}{
|
|
\ttindex{f_trace}
|
|
\ttindex{f_exc_type}
|
|
\ttindex{f_exc_value}
|
|
\ttindex{f_exc_traceback}}
|
|
|
|
\item[Traceback objects] \label{traceback}
|
|
Traceback objects represent a stack trace of an exception. A
|
|
traceback object is created when an exception occurs. When the search
|
|
for an exception handler unwinds the execution stack, at each unwound
|
|
level a traceback object is inserted in front of the current
|
|
traceback. When an exception handler is entered, the stack trace is
|
|
made available to the program.
|
|
(See section \ref{try}, ``The \code{try} statement.'')
|
|
It is accessible as \code{sys.exc_traceback}, and also as the third
|
|
item of the tuple returned by \code{sys.exc_info()}. The latter is
|
|
the preferred interface, since it works correctly when the program is
|
|
using multiple threads.
|
|
When the program contains no suitable handler, the stack trace is written
|
|
(nicely formatted) to the standard error stream; if the interpreter is
|
|
interactive, it is also made available to the user as
|
|
\code{sys.last_traceback}.
|
|
\obindex{traceback}
|
|
\indexii{stack}{trace}
|
|
\indexii{exception}{handler}
|
|
\indexii{execution}{stack}
|
|
\withsubitem{(in module sys)}{
|
|
\ttindex{exc_info}
|
|
\ttindex{exc_traceback}
|
|
\ttindex{last_traceback}}
|
|
\ttindex{sys.exc_info}
|
|
\ttindex{sys.exc_traceback}
|
|
\ttindex{sys.last_traceback}
|
|
|
|
Special read-only attributes: \member{tb_next} is the next level in the
|
|
stack trace (towards the frame where the exception occurred), or
|
|
\code{None} if there is no next level; \member{tb_frame} points to the
|
|
execution frame of the current level; \member{tb_lineno} gives the line
|
|
number where the exception occurred; \member{tb_lasti} indicates the
|
|
precise instruction. The line number and last instruction in the
|
|
traceback may differ from the line number of its frame object if the
|
|
exception occurred in a \keyword{try} statement with no matching
|
|
except clause or with a finally clause.
|
|
\withsubitem{(traceback attribute)}{
|
|
\ttindex{tb_next}
|
|
\ttindex{tb_frame}
|
|
\ttindex{tb_lineno}
|
|
\ttindex{tb_lasti}}
|
|
\stindex{try}
|
|
|
|
\item[Slice objects]
|
|
Slice objects are used to represent slices when \emph{extended slice
|
|
syntax} is used. This is a slice using two colons, or multiple slices
|
|
or ellipses separated by commas, e.g., \code{a[i:j:step]}, \code{a[i:j,
|
|
k:l]}, or \code{a[..., i:j])}. They are also created by the built-in
|
|
\function{slice()}\bifuncindex{slice} function.
|
|
|
|
Special read-only attributes: \member{start} is the lower bound;
|
|
\member{stop} is the upper bound; \member{step} is the step value; each is
|
|
\code{None} if omitted. These attributes can have any type.
|
|
\withsubitem{(slice object attribute)}{
|
|
\ttindex{start}
|
|
\ttindex{stop}
|
|
\ttindex{step}}
|
|
|
|
\end{description} % Internal types
|
|
|
|
\end{description} % Types
|
|
|
|
|
|
\section{Special method names\label{specialnames}}
|
|
|
|
A class can implement certain operations that are invoked by special
|
|
syntax (such as arithmetic operations or subscripting and slicing) by
|
|
defining methods with special names. For instance, if a class defines
|
|
a method named \method{__getitem__()}, and \code{x} is an instance of
|
|
this class, then \code{x[i]} is equivalent to
|
|
\code{x.__getitem__(i)}. (The reverse is not true --- if \code{x} is
|
|
a list object, \code{x.__getitem__(i)} is not equivalent to
|
|
\code{x[i]}.) Except where mentioned, attempts to execute an
|
|
operation raise an exception when no appropriate method is defined.
|
|
\withsubitem{(mapping object method)}{\ttindex{__getitem__()}}
|
|
|
|
When implementing a class that emulates any built-in type, it is
|
|
important that the emulation only be implemented to the degree that it
|
|
makes sense for the object being modelled. For example, some
|
|
sequences may work well with retrieval of individual elements, but
|
|
extracting a slice may not make sense. (One example of this is the
|
|
\class{NodeList} interface in the W3C's Document Object Model.)
|
|
|
|
|
|
\subsection{Basic customization\label{customization}}
|
|
|
|
\begin{methoddesc}[object]{__init__}{self\optional{, \moreargs}}
|
|
Called\indexii{class}{constructor} when the instance is created. The
|
|
arguments are those passed to the class constructor expression. If a
|
|
base class has an \method{__init__()} method the derived class's
|
|
\method{__init__()} method must explicitly call it to ensure proper
|
|
initialization of the base class part of the instance; for example:
|
|
\samp{BaseClass.__init__(\var{self}, [\var{args}...])}. As a special
|
|
contraint on constructors, no value may be returned; doing so will
|
|
cause a \exception{TypeError} to be raised at runtime.
|
|
\end{methoddesc}
|
|
|
|
|
|
\begin{methoddesc}[object]{__del__}{self}
|
|
Called when the instance is about to be destroyed. This is also
|
|
called a destructor\index{destructor}. If a base class
|
|
has a \method{__del__()} method, the derived class's \method{__del__()} method
|
|
must explicitly call it to ensure proper deletion of the base class
|
|
part of the instance. Note that it is possible (though not recommended!)
|
|
for the \method{__del__()}
|
|
method to postpone destruction of the instance by creating a new
|
|
reference to it. It may then be called at a later time when this new
|
|
reference is deleted. It is not guaranteed that
|
|
\method{__del__()} methods are called for objects that still exist when
|
|
the interpreter exits.
|
|
\stindex{del}
|
|
|
|
\strong{Programmer's note:} \samp{del x} doesn't directly call
|
|
\code{x.__del__()} --- the former decrements the reference count for
|
|
\code{x} by one, and the latter is only called when its reference
|
|
count reaches zero. Some common situations that may prevent the
|
|
reference count of an object to go to zero include: circular
|
|
references between objects (e.g., a doubly-linked list or a tree data
|
|
structure with parent and child pointers); a reference to the object
|
|
on the stack frame of a function that caught an exception (the
|
|
traceback stored in \code{sys.exc_traceback} keeps the stack frame
|
|
alive); or a reference to the object on the stack frame that raised an
|
|
unhandled exception in interactive mode (the traceback stored in
|
|
\code{sys.last_traceback} keeps the stack frame alive). The first
|
|
situation can only be remedied by explicitly breaking the cycles; the
|
|
latter two situations can be resolved by storing None in
|
|
\code{sys.exc_traceback} or \code{sys.last_traceback}.
|
|
|
|
\warning{Due to the precarious circumstances under which
|
|
\method{__del__()} methods are invoked, exceptions that occur during their
|
|
execution are ignored, and a warning is printed to \code{sys.stderr}
|
|
instead. Also, when \method{__del__()} is invoked is response to a module
|
|
being deleted (e.g., when execution of the program is done), other
|
|
globals referenced by the \method{__del__()} method may already have been
|
|
deleted. For this reason, \method{__del__()} methods should do the
|
|
absolute minimum needed to maintain external invariants. Python 1.5
|
|
guarantees that globals whose name begins with a single underscore are
|
|
deleted from their module before other globals are deleted; if no
|
|
other references to such globals exist, this may help in assuring that
|
|
imported modules are still available at the time when the
|
|
\method{__del__()} method is called.}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__repr__}{self}
|
|
Called by the \function{repr()}\bifuncindex{repr} built-in function
|
|
and by string conversions (reverse quotes) to compute the ``official''
|
|
string representation of an object. If at all possible, this should
|
|
look like a valid Python expression that could be used to recreate an
|
|
object with the same value (given an appropriate environment). If
|
|
this is not possible, a string of the form \samp{<\var{...some useful
|
|
description...}>} should be returned. The return value must be a
|
|
string object.
|
|
|
|
This is typically used for debugging, so it is important that the
|
|
representation is information-rich and unambiguous.
|
|
\indexii{string}{conversion}
|
|
\indexii{reverse}{quotes}
|
|
\indexii{backward}{quotes}
|
|
\index{back-quotes}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__str__}{self}
|
|
Called by the \function{str()}\bifuncindex{str} built-in function and
|
|
by the \keyword{print}\stindex{print} statement to compute the
|
|
``informal'' string representation of an object. This differs from
|
|
\method{__repr__()} in that it does not have to be a valid Python
|
|
expression: a more convenient or concise representation may be used
|
|
instead. The return value must be a string object.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__lt__}{self, other}
|
|
\methodline[object]{__le__}{self, other}
|
|
\methodline[object]{__eq__}{self, other}
|
|
\methodline[object]{__ne__}{self, other}
|
|
\methodline[object]{__gt__}{self, other}
|
|
\methodline[object]{__ge__}{self, other}
|
|
\versionadded{2.1}
|
|
These are the so-called ``rich comparison'' methods, and are called
|
|
for comparison operators in preference to \method{__cmp__()} below.
|
|
The correspondence between operator symbols and method names is as
|
|
follows:
|
|
\code{\var{x}<\var{y}} calls \code{\var{x}.__lt__(\var{y})},
|
|
\code{\var{x}<=\var{y}} calls \code{\var{x}.__le__(\var{y})},
|
|
\code{\var{x}==\var{y}} calls \code{\var{x}.__eq__(\var{y})},
|
|
\code{\var{x}!=\var{y}} and \code{\var{x}<>\var{y}} call
|
|
\code{\var{x}.__ne__(\var{y})},
|
|
\code{\var{x}>\var{y}} calls \code{\var{x}.__gt__(\var{y})}, and
|
|
\code{\var{x}>=\var{y}} calls \code{\var{x}.__ge__(\var{y})}.
|
|
These methods can return any value, but if the comparison operator is
|
|
used in a Boolean context, the return value should be interpretable as
|
|
a Boolean value, else a \exception{TypeError} will be raised.
|
|
By convention, \code{0} is used for false and \code{1} for true.
|
|
|
|
There are no reflected (swapped-argument) versions of these methods
|
|
(to be used when the left argument does not support the operation but
|
|
the right argument does); rather, \method{__lt__()} and
|
|
\method{__gt__()} are each other's reflection, \method{__le__()} and
|
|
\method{__ge__()} are each other's reflection, and \method{__eq__()}
|
|
and \method{__ne__()} are their own reflection.
|
|
|
|
Arguments to rich comparison methods are never coerced. A rich
|
|
comparison method may return \code{NotImplemented} if it does not
|
|
implement the operation for a given pair of arguments.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__cmp__}{self, other}
|
|
Called by comparison operations if rich comparison (see above) is not
|
|
defined. Should return a negative integer if \code{self < other},
|
|
zero if \code{self == other}, a positive integer if \code{self >
|
|
other}. If no \method{__cmp__()}, \method{__eq__()} or
|
|
\method{__ne__()} operation is defined, class instances are compared
|
|
by object identity (``address''). See also the description of
|
|
\method{__hash__()} for some important notes on creating objects which
|
|
support custom comparison operations and are usable as dictionary
|
|
keys.
|
|
(Note: the restriction that exceptions are not propagated by
|
|
\method{__cmp__()} has been removed in Python 1.5.)
|
|
\bifuncindex{cmp}
|
|
\index{comparisons}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__rcmp__}{self, other}
|
|
\versionchanged[No longer supported]{2.1}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__hash__}{self}
|
|
Called for the key object for dictionary\obindex{dictionary}
|
|
operations, and by the built-in function
|
|
\function{hash()}\bifuncindex{hash}. Should return a 32-bit integer
|
|
usable as a hash value
|
|
for dictionary operations. The only required property is that objects
|
|
which compare equal have the same hash value; it is advised to somehow
|
|
mix together (e.g., using exclusive or) the hash values for the
|
|
components of the object that also play a part in comparison of
|
|
objects. If a class does not define a \method{__cmp__()} method it should
|
|
not define a \method{__hash__()} operation either; if it defines
|
|
\method{__cmp__()} or \method{__eq__()} but not \method{__hash__()},
|
|
its instances will not be usable as dictionary keys. If a class
|
|
defines mutable objects and implements a \method{__cmp__()} or
|
|
\method{__eq__()} method, it should not implement \method{__hash__()},
|
|
since the dictionary implementation requires that a key's hash value
|
|
is immutable (if the object's hash value changes, it will be in the
|
|
wrong hash bucket).
|
|
\withsubitem{(object method)}{\ttindex{__cmp__()}}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__nonzero__}{self}
|
|
Called to implement truth value testing; should return \code{0} or
|
|
\code{1}. When this method is not defined, \method{__len__()} is
|
|
called, if it is defined (see below). If a class defines neither
|
|
\method{__len__()} nor \method{__nonzero__()}, all its instances are
|
|
considered true.
|
|
\withsubitem{(mapping object method)}{\ttindex{__len__()}}
|
|
\end{methoddesc}
|
|
|
|
|
|
\subsection{Customizing attribute access\label{attribute-access}}
|
|
|
|
The following methods can be defined to customize the meaning of
|
|
attribute access (use of, assignment to, or deletion of \code{x.name})
|
|
for class instances.
|
|
For performance reasons, these methods are cached in the class object
|
|
at class definition time; therefore, they cannot be changed after the
|
|
class definition is executed.
|
|
|
|
\begin{methoddesc}[object]{__getattr__}{self, name}
|
|
Called when an attribute lookup has not found the attribute in the
|
|
usual places (i.e. it is not an instance attribute nor is it found in
|
|
the class tree for \code{self}). \code{name} is the attribute name.
|
|
This method should return the (computed) attribute value or raise an
|
|
\exception{AttributeError} exception.
|
|
|
|
Note that if the attribute is found through the normal mechanism,
|
|
\method{__getattr__()} is not called. (This is an intentional
|
|
asymmetry between \method{__getattr__()} and \method{__setattr__()}.)
|
|
This is done both for efficiency reasons and because otherwise
|
|
\method{__setattr__()} would have no way to access other attributes of
|
|
the instance.
|
|
Note that at least for instance variables, you can fake
|
|
total control by not inserting any values in the instance
|
|
attribute dictionary (but instead inserting them in another object).
|
|
\withsubitem{(object method)}{\ttindex{__setattr__()}}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__setattr__}{self, name, value}
|
|
Called when an attribute assignment is attempted. This is called
|
|
instead of the normal mechanism (i.e.\ store the value in the instance
|
|
dictionary). \var{name} is the attribute name, \var{value} is the
|
|
value to be assigned to it.
|
|
|
|
If \method{__setattr__()} wants to assign to an instance attribute, it
|
|
should not simply execute \samp{self.\var{name} = value} --- this
|
|
would cause a recursive call to itself. Instead, it should insert the
|
|
value in the dictionary of instance attributes, e.g.,
|
|
\samp{self.__dict__[\var{name}] = value}.
|
|
\withsubitem{(instance attribute)}{\ttindex{__dict__}}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[object]{__delattr__}{self, name}
|
|
Like \method{__setattr__()} but for attribute deletion instead of
|
|
assignment. This should only be implemented if \samp{del
|
|
obj.\var{name}} is meaningful for the object.
|
|
\end{methoddesc}
|
|
|
|
|
|
\subsection{Emulating callable objects\label{callable-types}}
|
|
|
|
\begin{methoddesc}[object]{__call__}{self\optional{, args...}}
|
|
Called when the instance is ``called'' as a function; if this method
|
|
is defined, \code{\var{x}(arg1, arg2, ...)} is a shorthand for
|
|
\code{\var{x}.__call__(arg1, arg2, ...)}.
|
|
\indexii{call}{instance}
|
|
\end{methoddesc}
|
|
|
|
|
|
\subsection{Emulating container types\label{sequence-types}}
|
|
|
|
The following methods can be defined to implement container
|
|
objects. Containers usually are sequences (such as lists or tuples)
|
|
or mappings (like dictionaries), but can represent other containers as
|
|
well. The first set of methods is used either to emulate a
|
|
sequence or to emulate a mapping; the difference is that for a
|
|
sequence, the allowable keys should be the integers \var{k} for which
|
|
\code{0 <= \var{k} < \var{N}} where \var{N} is the length of the
|
|
sequence, or slice objects, which define a range of items. (For backwards
|
|
compatibility, the method \method{__getslice__()} (see below) can also be
|
|
defined to handle simple, but not extended slices.) It is also recommended
|
|
that mappings provide the methods \method{keys()}, \method{values()},
|
|
\method{items()}, \method{has_key()}, \method{get()}, \method{clear()},
|
|
\method{copy()}, and \method{update()} behaving similar to those for
|
|
Python's standard dictionary objects; mutable sequences should provide
|
|
methods \method{append()}, \method{count()}, \method{index()},
|
|
\method{insert()}, \method{pop()}, \method{remove()}, \method{reverse()}
|
|
and \method{sort()}, like Python standard list objects. Finally,
|
|
sequence types should implement addition (meaning concatenation) and
|
|
multiplication (meaning repetition) by defining the methods
|
|
\method{__add__()}, \method{__radd__()}, \method{__iadd__()},
|
|
\method{__mul__()}, \method{__rmul__()} and \method{__imul__()} described
|
|
below; they should not define \method{__coerce__()} or other numerical
|
|
operators. It is recommended that both mappings and sequences
|
|
implement the \method{__contains__()} method to allow efficient use of
|
|
the \code{in} operator; for mappings, \code{in} should be equivalent
|
|
of \method{has_key()}; for sequences, it should search through the
|
|
values.
|
|
\withsubitem{(mapping object method)}{
|
|
\ttindex{keys()}
|
|
\ttindex{values()}
|
|
\ttindex{items()}
|
|
\ttindex{has_key()}
|
|
\ttindex{get()}
|
|
\ttindex{clear()}
|
|
\ttindex{copy()}
|
|
\ttindex{update()}
|
|
\ttindex{__contains__()}}
|
|
\withsubitem{(sequence object method)}{
|
|
\ttindex{append()}
|
|
\ttindex{count()}
|
|
\ttindex{index()}
|
|
\ttindex{insert()}
|
|
\ttindex{pop()}
|
|
\ttindex{remove()}
|
|
\ttindex{reverse()}
|
|
\ttindex{sort()}
|
|
\ttindex{__add__()}
|
|
\ttindex{__radd__()}
|
|
\ttindex{__iadd__()}
|
|
\ttindex{__mul__()}
|
|
\ttindex{__rmul__()}
|
|
\ttindex{__imul__()}
|
|
\ttindex{__contains__()}}
|
|
\withsubitem{(numeric object method)}{\ttindex{__coerce__()}}
|
|
|
|
\begin{methoddesc}[container object]{__len__}{self}
|
|
Called to implement the built-in function
|
|
\function{len()}\bifuncindex{len}. Should return the length of the
|
|
object, an integer \code{>=} 0. Also, an object that doesn't define a
|
|
\method{__nonzero__()} method and whose \method{__len__()} method
|
|
returns zero is considered to be false in a Boolean context.
|
|
\withsubitem{(object method)}{\ttindex{__nonzero__()}}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[container object]{__getitem__}{self, key}
|
|
Called to implement evaluation of \code{\var{self}[\var{key}]}.
|
|
For sequence types, the accepted keys should be integers and slice
|
|
objects.\obindex{slice} Note that
|
|
the special interpretation of negative indexes (if the class wishes to
|
|
emulate a sequence type) is up to the \method{__getitem__()} method.
|
|
If \var{key} is of an inappropriate type, \exception{TypeError} may be
|
|
raised; if of a value outside the set of indexes for the sequence
|
|
(after any special interpretation of negative values),
|
|
\exception{IndexError} should be raised.
|
|
\note{\keyword{for} loops expect that an
|
|
\exception{IndexError} will be raised for illegal indexes to allow
|
|
proper detection of the end of the sequence.}
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[container object]{__setitem__}{self, key, value}
|
|
Called to implement assignment to \code{\var{self}[\var{key}]}. Same
|
|
note as for \method{__getitem__()}. This should only be implemented
|
|
for mappings if the objects support changes to the values for keys, or
|
|
if new keys can be added, or for sequences if elements can be
|
|
replaced. The same exceptions should be raised for improper
|
|
\var{key} values as for the \method{__getitem__()} method.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[container object]{__delitem__}{self, key}
|
|
Called to implement deletion of \code{\var{self}[\var{key}]}. Same
|
|
note as for \method{__getitem__()}. This should only be implemented
|
|
for mappings if the objects support removal of keys, or for sequences
|
|
if elements can be removed from the sequence. The same exceptions
|
|
should be raised for improper \var{key} values as for the
|
|
\method{__getitem__()} method.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[container object]{__iter__}{self}
|
|
This method is called when an iterator is required for a container.
|
|
This method should return a new iterator object that can iterate over
|
|
all the objects in the container. For mappings, it should iterate
|
|
over the keys of the container, and should also be made available as
|
|
the method \method{iterkeys()}.
|
|
|
|
Iterator objects also need to implement this method; they are required
|
|
to return themselves. For more information on iterator objects, see
|
|
``\ulink{Iterator Types}{../lib/typeiter.html}'' in the
|
|
\citetitle[../lib/lib.html]{Python Library Reference}.
|
|
\end{methoddesc}
|
|
|
|
The membership test operators (\keyword{in} and \keyword{not in}) are
|
|
normally implemented as an iteration through a sequence. However,
|
|
container objects can supply the following special method with a more
|
|
efficient implementation, which also does not require the object be a
|
|
sequence.
|
|
|
|
\begin{methoddesc}[container object]{__contains__}{self, item}
|
|
Called to implement membership test operators. Should return true if
|
|
\var{item} is in \var{self}, false otherwise. For mapping objects,
|
|
this should consider the keys of the mapping rather than the values or
|
|
the key-item pairs.
|
|
\end{methoddesc}
|
|
|
|
|
|
\subsection{Additional methods for emulation of sequence types
|
|
\label{sequence-methods}}
|
|
|
|
The following methods can be defined to further emulate sequence
|
|
objects. Immutable sequences methods should only define
|
|
\method{__getslice__()}; mutable sequences, should define all three
|
|
three methods.
|
|
|
|
\begin{methoddesc}[sequence object]{__getslice__}{self, i, j}
|
|
\deprecated{2.0}{Support slice objects as parameters to the
|
|
\method{__getitem__()} method.}
|
|
Called to implement evaluation of \code{\var{self}[\var{i}:\var{j}]}.
|
|
The returned object should be of the same type as \var{self}. Note
|
|
that missing \var{i} or \var{j} in the slice expression are replaced
|
|
by zero or \code{sys.maxint}, respectively. If negative indexes are
|
|
used in the slice, the length of the sequence is added to that index.
|
|
If the instance does not implement the \method{__len__()} method, an
|
|
\exception{AttributeError} is raised.
|
|
No guarantee is made that indexes adjusted this way are not still
|
|
negative. Indexes which are greater than the length of the sequence
|
|
are not modified.
|
|
If no \method{__getslice__()} is found, a slice
|
|
object is created instead, and passed to \method{__getitem__()} instead.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[sequence object]{__setslice__}{self, i, j, sequence}
|
|
Called to implement assignment to \code{\var{self}[\var{i}:\var{j}]}.
|
|
Same notes for \var{i} and \var{j} as for \method{__getslice__()}.
|
|
|
|
This method is deprecated. If no \method{__setslice__()} is found, a
|
|
slice object is created instead, and passed to \method{__setitem__()}
|
|
instead.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[sequence object]{__delslice__}{self, i, j}
|
|
Called to implement deletion of \code{\var{self}[\var{i}:\var{j}]}.
|
|
Same notes for \var{i} and \var{j} as for \method{__getslice__()}.
|
|
This method is deprecated. If no \method{__delslice__()} is found, a
|
|
slice object is created instead, and passed to \method{__delitem__()}
|
|
instead.
|
|
\end{methoddesc}
|
|
|
|
Notice that these methods are only invoked when a single slice with a
|
|
single colon is used, and the slice method is available. For slice
|
|
operations involving extended slice notation, or in absence of the
|
|
slice methods, \method{__getitem__()}, \method{__setitem__()} or
|
|
\method{__delitem__()} is called with a slice object as argument.
|
|
|
|
The following example demonstrate how to make your program or module
|
|
compatible with earlier versions of Python (assuming that methods
|
|
\method{__getitem__()}, \method{__setitem__()} and \method{__delitem__()}
|
|
support slice objects as arguments):
|
|
|
|
\begin{verbatim}
|
|
class MyClass:
|
|
...
|
|
def __getitem__(self, index):
|
|
...
|
|
def __setitem__(self, index, value):
|
|
...
|
|
def __delitem__(self, index):
|
|
...
|
|
|
|
if sys.version_info < (2, 0):
|
|
# They won't be defined if version is at least 2.0 final
|
|
|
|
def __getslice__(self, i, j):
|
|
return self[max(0, i):max(0, j):]
|
|
def __setslice__(self, i, j, seq):
|
|
self[max(0, i):max(0, j):] = seq
|
|
def __delslice__(self, i, j):
|
|
del self[max(0, i):max(0, j):]
|
|
...
|
|
\end{verbatim}
|
|
|
|
Note the calls to \function{max()}; these are actually necessary due
|
|
to the handling of negative indices before the
|
|
\method{__*slice__()} methods are called. When negative indexes are
|
|
used, the \method{__*item__()} methods receive them as provided, but
|
|
the \method{__*slice__()} methods get a ``cooked'' form of the index
|
|
values. For each negative index value, the length of the sequence is
|
|
added to the index before calling the method (which may still result
|
|
in a negative index); this is the customary handling of negative
|
|
indexes by the built-in sequence types, and the \method{__*item__()}
|
|
methods are expected to do this as well. However, since they should
|
|
already be doing that, negative indexes cannot be passed in; they must
|
|
be be constrained to the bounds of the sequence before being passed to
|
|
the \method{__*item__()} methods.
|
|
Calling \code{max(0, i)} conveniently returns the proper value.
|
|
|
|
|
|
\subsection{Emulating numeric types\label{numeric-types}}
|
|
|
|
The following methods can be defined to emulate numeric objects.
|
|
Methods corresponding to operations that are not supported by the
|
|
particular kind of number implemented (e.g., bitwise operations for
|
|
non-integral numbers) should be left undefined.
|
|
|
|
\begin{methoddesc}[numeric object]{__add__}{self, other}
|
|
\methodline[numeric object]{__sub__}{self, other}
|
|
\methodline[numeric object]{__mul__}{self, other}
|
|
\methodline[numeric object]{__floordiv__}{self, other}
|
|
\methodline[numeric object]{__mod__}{self, other}
|
|
\methodline[numeric object]{__divmod__}{self, other}
|
|
\methodline[numeric object]{__pow__}{self, other\optional{, modulo}}
|
|
\methodline[numeric object]{__lshift__}{self, other}
|
|
\methodline[numeric object]{__rshift__}{self, other}
|
|
\methodline[numeric object]{__and__}{self, other}
|
|
\methodline[numeric object]{__xor__}{self, other}
|
|
\methodline[numeric object]{__or__}{self, other}
|
|
These methods are
|
|
called to implement the binary arithmetic operations (\code{+},
|
|
\code{-}, \code{*}, \code{//}, \code{\%},
|
|
\function{divmod()}\bifuncindex{divmod},
|
|
\function{pow()}\bifuncindex{pow}, \code{**}, \code{<}\code{<},
|
|
\code{>}\code{>}, \code{\&}, \code{\^}, \code{|}). For instance, to
|
|
evaluate the expression \var{x}\code{+}\var{y}, where \var{x} is an
|
|
instance of a class that has an \method{__add__()} method,
|
|
\code{\var{x}.__add__(\var{y})} is called. The \method{__divmod__()}
|
|
method should be the equivalent to using \method{__floordiv__()} and
|
|
\method{__mod__()}; it should not be related to \method{__truediv__()}
|
|
(described below). Note that
|
|
\method{__pow__()} should be defined to accept an optional third
|
|
argument if the ternary version of the built-in
|
|
\function{pow()}\bifuncindex{pow} function is to be supported.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__div__}{self, other}
|
|
\methodline[numeric object]{__truediv__}{self, other}
|
|
The division operator (\code{/}) is implemented by these methods. The
|
|
\method{__truediv__()} method is used when \code{__future__.division}
|
|
is in effect, otherwise \method{__div__()} is used. If only one of
|
|
these two methods is defined, the object will not support division in
|
|
the alternate context; \exception{TypeError} will be raised instead.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__radd__}{self, other}
|
|
\methodline[numeric object]{__rsub__}{self, other}
|
|
\methodline[numeric object]{__rmul__}{self, other}
|
|
\methodline[numeric object]{__rdiv__}{self, other}
|
|
\methodline[numeric object]{__rmod__}{self, other}
|
|
\methodline[numeric object]{__rdivmod__}{self, other}
|
|
\methodline[numeric object]{__rpow__}{self, other}
|
|
\methodline[numeric object]{__rlshift__}{self, other}
|
|
\methodline[numeric object]{__rrshift__}{self, other}
|
|
\methodline[numeric object]{__rand__}{self, other}
|
|
\methodline[numeric object]{__rxor__}{self, other}
|
|
\methodline[numeric object]{__ror__}{self, other}
|
|
These methods are
|
|
called to implement the binary arithmetic operations (\code{+},
|
|
\code{-}, \code{*}, \code{/}, \code{\%},
|
|
\function{divmod()}\bifuncindex{divmod},
|
|
\function{pow()}\bifuncindex{pow}, \code{**}, \code{<}\code{<},
|
|
\code{>}\code{>}, \code{\&}, \code{\^}, \code{|}) with reflected
|
|
(swapped) operands. These functions are only called if the left
|
|
operand does not support the corresponding operation. For instance,
|
|
to evaluate the expression \var{x}\code{-}\var{y}, where \var{y} is an
|
|
instance of a class that has an \method{__rsub__()} method,
|
|
\code{\var{y}.__rsub__(\var{x})} is called. Note that ternary
|
|
\function{pow()}\bifuncindex{pow} will not try calling
|
|
\method{__rpow__()} (the coercion rules would become too
|
|
complicated).
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__iadd__}{self, other}
|
|
\methodline[numeric object]{__isub__}{self, other}
|
|
\methodline[numeric object]{__imul__}{self, other}
|
|
\methodline[numeric object]{__idiv__}{self, other}
|
|
\methodline[numeric object]{__imod__}{self, other}
|
|
\methodline[numeric object]{__ipow__}{self, other\optional{, modulo}}
|
|
\methodline[numeric object]{__ilshift__}{self, other}
|
|
\methodline[numeric object]{__irshift__}{self, other}
|
|
\methodline[numeric object]{__iand__}{self, other}
|
|
\methodline[numeric object]{__ixor__}{self, other}
|
|
\methodline[numeric object]{__ior__}{self, other}
|
|
These methods are called to implement the augmented arithmetic
|
|
operations (\code{+=}, \code{-=}, \code{*=}, \code{/=}, \code{\%=},
|
|
\code{**=}, \code{<}\code{<=}, \code{>}\code{>=}, \code{\&=},
|
|
\code{\^=}, \code{|=}). These methods should attempt to do the
|
|
operation in-place (modifying \var{self}) and return the result (which
|
|
could be, but does not have to be, \var{self}). If a specific method
|
|
is not defined, the augmented operation falls back to the normal
|
|
methods. For instance, to evaluate the expression
|
|
\var{x}\code{+=}\var{y}, where \var{x} is an instance of a class that
|
|
has an \method{__iadd__()} method, \code{\var{x}.__iadd__(\var{y})} is
|
|
called. If \var{x} is an instance of a class that does not define a
|
|
\method{__iadd()} method, \code{\var{x}.__add__(\var{y})} and
|
|
\code{\var{y}.__radd__(\var{x})} are considered, as with the
|
|
evaluation of \var{x}\code{+}\var{y}.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__neg__}{self}
|
|
\methodline[numeric object]{__pos__}{self}
|
|
\methodline[numeric object]{__abs__}{self}
|
|
\methodline[numeric object]{__invert__}{self}
|
|
Called to implement the unary arithmetic operations (\code{-},
|
|
\code{+}, \function{abs()}\bifuncindex{abs} and \code{\~{}}).
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__complex__}{self}
|
|
\methodline[numeric object]{__int__}{self}
|
|
\methodline[numeric object]{__long__}{self}
|
|
\methodline[numeric object]{__float__}{self}
|
|
Called to implement the built-in functions
|
|
\function{complex()}\bifuncindex{complex},
|
|
\function{int()}\bifuncindex{int}, \function{long()}\bifuncindex{long},
|
|
and \function{float()}\bifuncindex{float}. Should return a value of
|
|
the appropriate type.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__oct__}{self}
|
|
\methodline[numeric object]{__hex__}{self}
|
|
Called to implement the built-in functions
|
|
\function{oct()}\bifuncindex{oct} and
|
|
\function{hex()}\bifuncindex{hex}. Should return a string value.
|
|
\end{methoddesc}
|
|
|
|
\begin{methoddesc}[numeric object]{__coerce__}{self, other}
|
|
Called to implement ``mixed-mode'' numeric arithmetic. Should either
|
|
return a 2-tuple containing \var{self} and \var{other} converted to
|
|
a common numeric type, or \code{None} if conversion is impossible. When
|
|
the common type would be the type of \code{other}, it is sufficient to
|
|
return \code{None}, since the interpreter will also ask the other
|
|
object to attempt a coercion (but sometimes, if the implementation of
|
|
the other type cannot be changed, it is useful to do the conversion to
|
|
the other type here).
|
|
\end{methoddesc}
|
|
|
|
\strong{Coercion rules}: to evaluate \var{x} \var{op} \var{y}, the
|
|
following steps are taken (where \method{__\var{op}__()} and
|
|
\method{__r\var{op}__()} are the method names corresponding to
|
|
\var{op}, e.g., if \var{op} is `\code{+}', \method{__add__()} and
|
|
\method{__radd__()} are used). If an exception occurs at any point,
|
|
the evaluation is abandoned and exception handling takes over.
|
|
|
|
\begin{itemize}
|
|
|
|
\item[0.] If \var{x} is a string object and \var{op} is the modulo
|
|
operator (\%), the string formatting operation is invoked and
|
|
the remaining steps are skipped.
|
|
|
|
\item[1.] If \var{x} is a class instance:
|
|
|
|
\begin{itemize}
|
|
|
|
\item[1a.] If \var{x} has a \method{__coerce__()} method:
|
|
replace \var{x} and \var{y} with the 2-tuple returned by
|
|
\code{\var{x}.__coerce__(\var{y})}; skip to step 2 if the
|
|
coercion returns \code{None}.
|
|
|
|
\item[1b.] If neither \var{x} nor \var{y} is a class instance
|
|
after coercion, go to step 3.
|
|
|
|
\item[1c.] If \var{x} has a method \method{__\var{op}__()}, return
|
|
\code{\var{x}.__\var{op}__(\var{y})}; otherwise, restore \var{x} and
|
|
\var{y} to their value before step 1a.
|
|
|
|
\end{itemize}
|
|
|
|
\item[2.] If \var{y} is a class instance:
|
|
|
|
\begin{itemize}
|
|
|
|
\item[2a.] If \var{y} has a \method{__coerce__()} method:
|
|
replace \var{y} and \var{x} with the 2-tuple returned by
|
|
\code{\var{y}.__coerce__(\var{x})}; skip to step 3 if the
|
|
coercion returns \code{None}.
|
|
|
|
\item[2b.] If neither \var{x} nor \var{y} is a class instance
|
|
after coercion, go to step 3.
|
|
|
|
\item[2b.] If \var{y} has a method \method{__r\var{op}__()},
|
|
return \code{\var{y}.__r\var{op}__(\var{x})}; otherwise,
|
|
restore \var{x} and \var{y} to their value before step 2a.
|
|
|
|
\end{itemize}
|
|
|
|
\item[3.] We only get here if neither \var{x} nor \var{y} is a class
|
|
instance.
|
|
|
|
\begin{itemize}
|
|
|
|
\item[3a.] If \var{op} is `\code{+}' and \var{x} is a
|
|
sequence, sequence concatenation is invoked.
|
|
|
|
\item[3b.] If \var{op} is `\code{*}' and one operand is a
|
|
sequence and the other an integer, sequence repetition is
|
|
invoked.
|
|
|
|
\item[3c.] Otherwise, both operands must be numbers; they are
|
|
coerced to a common type if possible, and the numeric
|
|
operation is invoked for that type.
|
|
|
|
\end{itemize}
|
|
|
|
\end{itemize}
|