mirror of https://github.com/python/cpython
703 lines
32 KiB
ReStructuredText
703 lines
32 KiB
ReStructuredText
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.. _importsystem:
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*****************
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The import system
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*****************
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.. index:: single: import machinery
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Python code in one :term:`module` gains access to the code in another module
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by the process of :term:`importing` it. The :keyword:`import` statement is
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the most common way of invoking the import machinery, but it is not the only
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way. Functions such as :func:`importlib.import_module` and built-in
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:func:`__import__` can also be used to invoke the import machinery.
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The :keyword:`import` statement combines two operations; it searches for the
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named module, then it binds the results of that search to a name in the local
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scope. The search operation of the :keyword:`import` statement is defined as
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a call to the :func:`__import__` function, with the appropriate arguments.
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The return value of :func:`__import__` is used to perform the name
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binding operation of the :keyword:`import` statement. See the
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:keyword:`import` statement for the exact details of that name binding
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operation.
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A direct call to :func:`__import__` performs only the module search and, if
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found, the module creation operation. While certain side-effects may occur,
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such as the importing of parent packages, and the updating of various caches
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(including :data:`sys.modules`), only the :keyword:`import` statement performs
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a name binding operation.
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When calling :func:`__import__` as part of an import statement, the
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import system first checks the module global namespace for a function by
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that name. If it is not found, then the standard builtin :func:`__import__`
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is called. Other mechanisms for invoking the import system (such as
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:func:`importlib.import_module`) do not perform this check and will always
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use the standard import system.
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When a module is first imported, Python searches for the module and if found,
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it creates a module object [#fnmo]_, initializing it. If the named module
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cannot be found, an :exc:`ImportError` is raised. Python implements various
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strategies to search for the named module when the import machinery is
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invoked. These strategies can be modified and extended by using various hooks
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described in the sections below.
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.. versionchanged:: 3.3
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The import system has been updated to fully implement the second phase
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of :pep:`302`. There is no longer any implicit import machinery - the full
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import system is exposed through :data:`sys.meta_path`. In addition,
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native namespace package support has been implemented (see :pep:`420`).
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:mod:`importlib`
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================
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The :mod:`importlib` module provides a rich API for interacting with the
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import system. For example :func:`importlib.import_module` provides a
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recommended, simpler API than built-in :func:`__import__` for invoking the
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import machinery. Refer to the :mod:`importlib` library documentation for
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additional detail.
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Packages
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========
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.. index::
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single: package
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Python has only one type of module object, and all modules are of this type,
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regardless of whether the module is implemented in Python, C, or something
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else. To help organize modules and provide a naming hierarchy, Python has a
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concept of :term:`packages <package>`.
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You can think of packages as the directories on a file system and modules as
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files within directories, but don't take this analogy too literally since
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packages and modules need not originate from the file system. For the
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purposes of this documentation, we'll use this convenient analogy of
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directories and files. Like file system directories, packages are organized
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hierarchically, and packages may themselves contain subpackages, as well as
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regular modules.
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It's important to keep in mind that all packages are modules, but not all
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modules are packages. Or put another way, packages are just a special kind of
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module. Specifically, any module that contains a ``__path__`` attribute is
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considered a package.
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All modules have a name. Subpackage names are separated from their parent
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package name by dots, akin to Python's standard attribute access syntax. Thus
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you might have a module called :mod:`sys` and a package called :mod:`email`,
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which in turn has a subpackage called :mod:`email.mime` and a module within
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that subpackage called :mod:`email.mime.text`.
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Regular packages
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----------------
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.. index::
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pair: package; regular
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Python defines two types of packages, :term:`regular packages <regular
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package>` and :term:`namespace packages <namespace package>`. Regular
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packages are traditional packages as they existed in Python 3.2 and earlier.
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A regular package is typically implemented as a directory containing an
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``__init__.py`` file. When a regular package is imported, this
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``__init__.py`` file is implicitly executed, and the objects it defines are
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bound to names in the package's namespace. The ``__init__.py`` file can
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contain the same Python code that any other module can contain, and Python
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will add some additional attributes to the module when it is imported.
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For example, the following file system layout defines a top level ``parent``
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package with three subpackages::
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parent/
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__init__.py
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one/
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__init__.py
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two/
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__init__.py
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three/
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__init__.py
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Importing ``parent.one`` will implicitly execute ``parent/__init__.py`` and
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``parent/one/__init__.py``. Subsequent imports of ``parent.two`` or
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``parent.three`` will execute ``parent/two/__init__.py`` and
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``parent/three/__init__.py`` respectively.
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Namespace packages
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------------------
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.. index::
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pair:: package; namespace
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pair:: package; portion
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A namespace package is a composite of various :term:`portions <portion>`,
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where each portion contributes a subpackage to the parent package. Portions
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may reside in different locations on the file system. Portions may also be
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found in zip files, on the network, or anywhere else that Python searches
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during import. Namespace packages may or may not correspond directly to
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objects on the file system; they may be virtual modules that have no concrete
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representation.
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Namespace packages do not use an ordinary list for their ``__path__``
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attribute. They instead use a custom iterable type which will automatically
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perform a new search for package portions on the next import attempt within
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that package if the path of their parent package (or :data:`sys.path` for a
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top level package) changes.
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With namespace packages, there is no ``parent/__init__.py`` file. In fact,
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there may be multiple ``parent`` directories found during import search, where
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each one is provided by a different portion. Thus ``parent/one`` may not be
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physically located next to ``parent/two``. In this case, Python will create a
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namespace package for the top-level ``parent`` package whenever it or one of
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its subpackages is imported.
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See also :pep:`420` for the namespace package specification.
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Searching
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=========
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To begin the search, Python needs the :term:`fully qualified <qualified name>`
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name of the module (or package, but for the purposes of this discussion, the
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difference is immaterial) being imported. This name may come from various
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arguments to the :keyword:`import` statement, or from the parameters to the
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:func:`importlib.import_module` or :func:`__import__` functions.
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This name will be used in various phases of the import search, and it may be
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the dotted path to a submodule, e.g. ``foo.bar.baz``. In this case, Python
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first tries to import ``foo``, then ``foo.bar``, and finally ``foo.bar.baz``.
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If any of the intermediate imports fail, an :exc:`ImportError` is raised.
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The module cache
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----------------
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.. index::
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single: sys.modules
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The first place checked during import search is :data:`sys.modules`. This
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mapping serves as a cache of all modules that have been previously imported,
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including the intermediate paths. So if ``foo.bar.baz`` was previously
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imported, :data:`sys.modules` will contain entries for ``foo``, ``foo.bar``,
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and ``foo.bar.baz``. Each key will have as its value the corresponding module
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object.
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During import, the module name is looked up in :data:`sys.modules` and if
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present, the associated value is the module satisfying the import, and the
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process completes. However, if the value is ``None``, then an
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:exc:`ImportError` is raised. If the module name is missing, Python will
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continue searching for the module.
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:data:`sys.modules` is writable. Deleting a key may not destroy the
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associated module (as other modules may hold references to it),
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but it will invalidate the cache entry for the named module, causing
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Python to search anew for the named module upon its next
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import. The key can also be assigned to ``None``, forcing the next import
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of the module to result in an :exc:`ImportError`.
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Beware though, as if you keep a reference to the module object,
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invalidate its cache entry in :data:`sys.modules`, and then re-import the
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named module, the two module objects will *not* be the same. By contrast,
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:func:`imp.reload` will reuse the *same* module object, and simply
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reinitialise the module contents by rerunning the module's code.
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Finders and loaders
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-------------------
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.. index::
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single: finder
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single: loader
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If the named module is not found in :data:`sys.modules`, then Python's import
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protocol is invoked to find and load the module. This protocol consists of
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two conceptual objects, :term:`finders <finder>` and :term:`loaders <loader>`.
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A finder's job is to determine whether it can find the named module using
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whatever strategy it knows about. Objects that implement both of these
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interfaces are referred to as :term:`importers <importer>` - they return
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themselves when they find that they can load the requested module.
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Python includes a number of default finders and importers. The first one
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knows how to locate built-in modules, and the second knows how to locate
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frozen modules. A third default finder searches an :term:`import path`
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for modules. The :term:`import path` is a list of locations that may
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name file system paths or zip files. It can also be extended to search
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for any locatable resource, such as those identified by URLs.
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The import machinery is extensible, so new finders can be added to extend the
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range and scope of module searching.
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Finders do not actually load modules. If they can find the named module, they
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return a :term:`loader`, which the import machinery then invokes to load the
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module and create the corresponding module object.
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The following sections describe the protocol for finders and loaders in more
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detail, including how you can create and register new ones to extend the
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import machinery.
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Import hooks
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------------
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.. index::
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single: import hooks
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single: meta hooks
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single: path hooks
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pair: hooks; import
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pair: hooks; meta
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pair: hooks; path
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The import machinery is designed to be extensible; the primary mechanism for
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this are the *import hooks*. There are two types of import hooks: *meta
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hooks* and *import path hooks*.
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Meta hooks are called at the start of import processing, before any other
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import processing has occurred, other than :data:`sys.modules` cache look up.
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This allows meta hooks to override :data:`sys.path` processing, frozen
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modules, or even built-in modules. Meta hooks are registered by adding new
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finder objects to :data:`sys.meta_path`, as described below.
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Import path hooks are called as part of :data:`sys.path` (or
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``package.__path__``) processing, at the point where their associated path
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item is encountered. Import path hooks are registered by adding new callables
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to :data:`sys.path_hooks` as described below.
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The meta path
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-------------
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.. index::
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single: sys.meta_path
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pair: finder; find_module
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pair: finder; find_loader
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When the named module is not found in :data:`sys.modules`, Python next
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searches :data:`sys.meta_path`, which contains a list of meta path finder
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objects. These finders are queried in order to see if they know how to handle
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the named module. Meta path finders must implement a method called
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:meth:`find_module()` which takes two arguments, a name and an import path.
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The meta path finder can use any strategy it wants to determine whether it can
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handle the named module or not.
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If the meta path finder knows how to handle the named module, it returns a
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loader object. If it cannot handle the named module, it returns ``None``. If
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:data:`sys.meta_path` processing reaches the end of its list without returning
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a loader, then an :exc:`ImportError` is raised. Any other exceptions raised
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are simply propagated up, aborting the import process.
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The :meth:`find_module()` method of meta path finders is called with two
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arguments. The first is the fully qualified name of the module being
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imported, for example ``foo.bar.baz``. The second argument is the path
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entries to use for the module search. For top-level modules, the second
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argument is ``None``, but for submodules or subpackages, the second
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argument is the value of the parent package's ``__path__`` attribute. If
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the appropriate ``__path__`` attribute cannot be accessed, an
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:exc:`ImportError` is raised.
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The meta path may be traversed multiple times for a single import request.
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For example, assuming none of the modules involved has already been cached,
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importing ``foo.bar.baz`` will first perform a top level import, calling
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``mpf.find_module("foo", None)`` on each meta path finder (``mpf``). After
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``foo`` has been imported, ``foo.bar`` will be imported by traversing the
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meta path a second time, calling
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``mpf.find_module("foo.bar", foo.__path__)``. Once ``foo.bar`` has been
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imported, the final traversal will call
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``mpf.find_module("foo.bar.baz", foo.bar.__path__)``.
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Some meta path finders only support top level imports. These importers will
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always return ``None`` when anything other than ``None`` is passed as the
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second argument.
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Python's default :data:`sys.meta_path` has three meta path finders, one that
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knows how to import built-in modules, one that knows how to import frozen
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modules, and one that knows how to import modules from an :term:`import path`
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(i.e. the :term:`path based finder`).
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Loaders
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=======
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If and when a module loader is found its
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:meth:`~importlib.abc.Loader.load_module` method is called, with a single
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argument, the fully qualified name of the module being imported. This method
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has several responsibilities, and should return the module object it has
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loaded [#fnlo]_. If it cannot load the module, it should raise an
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:exc:`ImportError`, although any other exception raised during
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:meth:`load_module()` will be propagated.
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In many cases, the finder and loader can be the same object; in such cases the
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:meth:`finder.find_module()` would just return ``self``.
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Loaders must satisfy the following requirements:
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* If there is an existing module object with the given name in
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:data:`sys.modules`, the loader must use that existing module. (Otherwise,
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:func:`imp.reload` will not work correctly.) If the named module does
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not exist in :data:`sys.modules`, the loader must create a new module
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object and add it to :data:`sys.modules`.
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Note that the module *must* exist in :data:`sys.modules` before the loader
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executes the module code. This is crucial because the module code may
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(directly or indirectly) import itself; adding it to :data:`sys.modules`
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beforehand prevents unbounded recursion in the worst case and multiple
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loading in the best.
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If loading fails, the loader must remove any modules it has inserted into
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:data:`sys.modules`, but it must remove **only** the failing module, and
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only if the loader itself has loaded it explicitly. Any module already in
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the :data:`sys.modules` cache, and any module that was successfully loaded
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as a side-effect, must remain in the cache.
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* The loader may set the ``__file__`` attribute of the module. If set, this
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attribute's value must be a string. The loader may opt to leave
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``__file__`` unset if it has no semantic meaning (e.g. a module loaded from
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a database).
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* The loader may set the ``__name__`` attribute of the module. While not
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required, setting this attribute is highly recommended so that the
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:meth:`repr()` of the module is more informative.
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* If the module is a package (either regular or namespace), the loader must
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set the module object's ``__path__`` attribute. The value must be
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iterable, but may be empty if ``__path__`` has no further significance
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to the loader. If ``__path__`` is not empty, it must produce strings
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when iterated over. More details on the semantics of ``__path__`` are
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given :ref:`below <package-path-rules>`.
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* The ``__loader__`` attribute must be set to the loader object that loaded
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the module. This is mostly for introspection and reloading, but can be
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used for additional loader-specific functionality, for example getting
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data associated with a loader.
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* The module's ``__package__`` attribute should be set. Its value must be a
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string, but it can be the same value as its ``__name__``. If the attribute
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is set to ``None`` or is missing, the import system will fill it in with a
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more appropriate value. When the module is a package, its ``__package__``
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value should be set to its ``__name__``. When the module is not a package,
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``__package__`` should be set to the empty string for top-level modules, or
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for submodules, to the parent package's name. See :pep:`366` for further
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details.
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This attribute is used instead of ``__name__`` to calculate explicit
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relative imports for main modules, as defined in :pep:`366`.
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* If the module is a Python module (as opposed to a built-in module or a
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dynamically loaded extension), the loader should execute the module's code
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in the module's global name space (``module.__dict__``).
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Module reprs
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------------
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By default, all modules have a usable repr, however depending on the
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attributes set above, and hooks in the loader, you can more explicitly control
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the repr of module objects.
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Loaders may implement a :meth:`module_repr()` method which takes a single
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argument, the module object. When ``repr(module)`` is called for a module
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with a loader supporting this protocol, whatever is returned from
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``module.__loader__.module_repr(module)`` is returned as the module's repr
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without further processing. This return value must be a string.
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If the module has no ``__loader__`` attribute, or the loader has no
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:meth:`module_repr()` method, then the module object implementation itself
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will craft a default repr using whatever information is available. It will
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try to use the ``module.__name__``, ``module.__file__``, and
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``module.__loader__`` as input into the repr, with defaults for whatever
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information is missing.
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Here are the exact rules used:
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* If the module has a ``__loader__`` and that loader has a
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:meth:`module_repr()` method, call it with a single argument, which is the
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module object. The value returned is used as the module's repr.
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* If an exception occurs in :meth:`module_repr()`, the exception is caught
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and discarded, and the calculation of the module's repr continues as if
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:meth:`module_repr()` did not exist.
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* If the module has a ``__file__`` attribute, this is used as part of the
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module's repr.
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* If the module has no ``__file__`` but does have a ``__loader__``, then the
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loader's repr is used as part of the module's repr.
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* Otherwise, just use the module's ``__name__`` in the repr.
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This example, from :pep:`420` shows how a loader can craft its own module
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repr::
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class NamespaceLoader:
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@classmethod
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def module_repr(cls, module):
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return "<module '{}' (namespace)>".format(module.__name__)
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.. _package-path-rules:
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module.__path__
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---------------
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By definition, if a module has an ``__path__`` attribute, it is a package,
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regardless of its value.
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A package's ``__path__`` attribute is used during imports of its subpackages.
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Within the import machinery, it functions much the same as :data:`sys.path`,
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i.e. providing a list of locations to search for modules during import.
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However, ``__path__`` is typically much more constrained than
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:data:`sys.path`.
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``__path__`` must be an iterable of strings, but it may be empty.
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The same rules used for :data:`sys.path` also apply to a package's
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``__path__``, and :data:`sys.path_hooks` (described below) are
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consulted when traversing a package's ``__path__``.
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A package's ``__init__.py`` file may set or alter the package's ``__path__``
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attribute, and this was typically the way namespace packages were implemented
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prior to :pep:`420`. With the adoption of :pep:`420`, namespace packages no
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longer need to supply ``__init__.py`` files containing only ``__path__``
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manipulation code; the namespace loader automatically sets ``__path__``
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correctly for the namespace package.
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The Path Based Finder
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=====================
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.. index::
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single: path based finder
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As mentioned previously, Python comes with several default meta path finders.
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One of these, called the :term:`path based finder`, searches an :term:`import
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path`, which contains a list of :term:`path entries <path entry>`. Each path
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entry names a location to search for modules.
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The path based finder itself doesn't know how to import anything. Instead, it
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traverses the individual path entries, associating each of them with a
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path entry finder that knows how to handle that particular kind of path.
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The default set of path entry finders implement all the semantics for finding
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modules on the file system, handling special file types such as Python source
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code (``.py`` files), Python byte code (``.pyc`` and ``.pyo`` files) and
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shared libraries (e.g. ``.so`` files). When supported by the :mod:`zipimport`
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module in the standard library, the default path entry finders also handle
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loading all of these file types (other than shared libraries) from zipfiles.
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Path entries need not be limited to file system locations. They can refer to
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URLs, database queries, or any other location that can be specified as a
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string.
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The path based finder provides additional hooks and protocols so that you
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can extend and customize the types of searchable path entries. For example,
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if you wanted to support path entries as network URLs, you could write a hook
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that implements HTTP semantics to find modules on the web. This hook (a
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callable) would return a :term:`path entry finder` supporting the protocol
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described below, which was then used to get a loader for the module from the
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web.
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A word of warning: this section and the previous both use the term *finder*,
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distinguishing between them by using the terms :term:`meta path finder` and
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:term:`path entry finder`. These two types of finders are very similar,
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support similar protocols, and function in similar ways during the import
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process, but it's important to keep in mind that they are subtly different.
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In particular, meta path finders operate at the beginning of the import
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process, as keyed off the :data:`sys.meta_path` traversal.
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By contrast, path entry finders are in a sense an implementation detail
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of the path based finder, and in fact, if the path based finder were to be
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removed from :data:`sys.meta_path`, none of the path entry finder semantics
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would be invoked.
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Path entry finders
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------------------
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.. index::
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single: sys.path
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single: sys.path_hooks
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single: sys.path_importer_cache
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single: PYTHONPATH
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The :term:`path based finder` is responsible for finding and loading Python
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modules and packages whose location is specified with a string :term:`path
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entry`. Most path entries name locations in the file system, but they need
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not be limited to this.
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As a meta path finder, the :term:`path based finder` implements the
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:meth:`find_module()` protocol previously described, however it exposes
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additional hooks that can be used to customize how modules are found and
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loaded from the :term:`import path`.
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Three variables are used by the :term:`path based finder`, :data:`sys.path`,
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:data:`sys.path_hooks` and :data:`sys.path_importer_cache`. The ``__path__``
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attributes on package objects are also used. These provide additional ways
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that the import machinery can be customized.
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:data:`sys.path` contains a list of strings providing search locations for
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modules and packages. It is initialized from the :data:`PYTHONPATH`
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environment variable and various other installation- and
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implementation-specific defaults. Entries in :data:`sys.path` can name
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directories on the file system, zip files, and potentially other "locations"
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(see the :mod:`site` module) that should be searched for modules, such as
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URLs, or database queries. Only strings and bytes should be present on
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:data:`sys.path`; all other data types are ignored. The encoding of bytes
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entries is determined by the individual :term:`path entry finders <path entry
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finder>`.
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The :term:`path based finder` is a :term:`meta path finder`, so the import
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machinery begins the :term:`import path` search by calling the path
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based finder's :meth:`find_module()` method as described previously. When
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the ``path`` argument to :meth:`find_module()` is given, it will be a
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list of string paths to traverse - typically a package's ``__path__``
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attribute for an import within that package. If the ``path`` argument
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is ``None``, this indicates a top level import and :data:`sys.path` is used.
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The path based finder iterates over every entry in the search path, and
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for each of these, looks for an appropriate :term:`path entry finder` for the
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path entry. Because this can be an expensive operation (e.g. there may be
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`stat()` call overheads for this search), the path based finder maintains
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a cache mapping path entries to path entry finders. This cache is maintained
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in :data:`sys.path_importer_cache` (despite the name, this cache actually
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stores finder objects rather than being limited to :term:`importer` objects).
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In this way, the expensive search for a particular :term:`path entry`
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location's :term:`path entry finder` need only be done once. User code is
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free to remove cache entries from :data:`sys.path_importer_cache` forcing
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the path based finder to perform the path entry search again [#fnpic]_.
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If the path entry is not present in the cache, the path based finder iterates
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over every callable in :data:`sys.path_hooks`. Each of the :term:`path entry
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hooks <path entry hook>` in this list is called with a single argument, the
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path entry to be searched. This callable may either return a :term:`path
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entry finder` that can handle the path entry, or it may raise
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:exc:`ImportError`. An :exc:`ImportError` is used by the path based finder to
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signal that the hook cannot find a :term:`path entry finder` for that
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:term:`path entry`. The exception is ignored and :term:`import path`
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iteration continues. The hook should expect either a string or bytes object;
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the encoding of bytes objects is up to the hook (e.g. it may be a file system
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encoding, UTF-8, or something else), and if the hook cannot decode the
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argument, it should raise :exc:`ImportError`.
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If :data:`sys.path_hooks` iteration ends with no :term:`path entry finder`
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being returned, then the path based finder's :meth:`find_module()` method
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will store ``None`` in :data:`sys.path_importer_cache` (to indicate that
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there is no finder for this path entry) and return ``None``, indicating that
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this :term:`meta path finder` could not find the module.
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If a :term:`path entry finder` *is* returned by one of the :term:`path entry
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hook` callables on :data:`sys.path_hooks`, then the following protocol is used
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to ask the finder for a module loader, which is then used to load the module.
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Path entry finder protocol
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--------------------------
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In order to support imports of modules and initialized packages and also to
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contribute portions to namespace packages, path entry finders must implement
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the :meth:`find_loader()` method.
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:meth:`find_loader()` takes one argument, the fully qualified name of the
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module being imported. :meth:`find_loader()` returns a 2-tuple where the
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first item is the loader and the second item is a namespace :term:`portion`.
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When the first item (i.e. the loader) is ``None``, this means that while the
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path entry finder does not have a loader for the named module, it knows that the
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path entry contributes to a namespace portion for the named module. This will
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almost always be the case where Python is asked to import a namespace package
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that has no physical presence on the file system. When a path entry finder
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returns ``None`` for the loader, the second item of the 2-tuple return value
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must be a sequence, although it can be empty.
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If :meth:`find_loader()` returns a non-``None`` loader value, the portion is
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ignored and the loader is returned from the path based finder, terminating
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the search through the path entries.
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For backwards compatibility with other implementations of the import
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protocol, many path entry finders also support the same,
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traditional :meth:`find_module()` method that meta path finders support.
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However path entry finder :meth:`find_module()` methods are never called
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with a ``path`` argument (they are expected to record the appropriate
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path information from the initial call to the path hook).
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The :meth:`find_module()` method on path entry finders is deprecated,
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as it does not allow the path entry finder to contribute portions to
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namespace packages. Instead path entry finders should implement the
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:meth:`find_loader()` method as described above. If it exists on the path
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entry finder, the import system will always call :meth:`find_loader()`
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in preference to :meth:`find_module()`.
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Replacing the standard import system
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====================================
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The most reliable mechanism for replacing the entire import system is to
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delete the default contents of :data:`sys.meta_path`, replacing them
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entirely with a custom meta path hook.
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If it is acceptable to only alter the behaviour of import statements
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without affecting other APIs that access the import system, then replacing
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the builtin :func:`__import__` function may be sufficient. This technique
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may also be employed at the module level to only alter the behaviour of
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import statements within that module.
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To selectively prevent import of some modules from a hook early on the
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meta path (rather than disabling the standard import system entirely),
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it is sufficient to raise :exc:`ImportError` directly from
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:meth:`find_module` instead of returning ``None``. The latter indicates
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that the meta path search should continue. while raising an exception
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terminates it immediately.
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Open issues
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===========
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XXX It would be really nice to have a diagram.
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XXX * (import_machinery.rst) how about a section devoted just to the
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attributes of modules and packages, perhaps expanding upon or supplanting the
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related entries in the data model reference page?
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XXX runpy, pkgutil, et al in the library manual should all get "See Also"
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links at the top pointing to the new import system section.
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References
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==========
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The import machinery has evolved considerably since Python's early days. The
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original `specification for packages
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<http://www.python.org/doc/essays/packages.html>`_ is still available to read,
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although some details have changed since the writing of that document.
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The original specification for :data:`sys.meta_path` was :pep:`302`, with
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subsequent extension in :pep:`420`.
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:pep:`420` introduced :term:`namespace packages <namespace package>` for
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Python 3.3. :pep:`420` also introduced the :meth:`find_loader` protocol as an
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alternative to :meth:`find_module`.
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:pep:`366` describes the addition of the ``__package__`` attribute for
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explicit relative imports in main modules.
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:pep:`328` introduced absolute and explicit relative imports and initially
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proposed ``__name__`` for semantics :pep:`366` would eventually specify for
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``__package__``.
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:pep:`338` defines executing modules as scripts.
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.. rubric:: Footnotes
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.. [#fnmo] See :class:`types.ModuleType`.
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.. [#fnlo] The importlib implementation avoids using the return value
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directly. Instead, it gets the module object by looking the module name up
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in :data:`sys.modules`. The indirect effect of this is that an imported
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module may replace itself in :data:`sys.modules`. This is
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implementation-specific behavior that is not guaranteed to work in other
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Python implementations.
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.. [#fnpic] In legacy code, it is possible to find instances of
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:class:`imp.NullImporter` in the :data:`sys.path_importer_cache`. It
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is recommended that code be changed to use ``None`` instead. See
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:ref:`portingpythoncode` for more details.
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