2017-09-08 17:55:50 -04:00
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PEP: 558
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Title: Defined semantics for locals()
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Author: Nick Coghlan <ncoghlan@gmail.com>
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2019-04-23 19:04:37 -04:00
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BDFL-Delegate: Nathaniel J. Smith
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2019-12-31 00:13:30 -05:00
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Discussions-To: https://discuss.python.org/t/pep-558-defined-semantics-for-locals/2936
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2017-09-08 17:55:50 -04:00
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Status: Draft
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Type: Standards Track
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Content-Type: text/x-rst
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Created: 2017-09-08
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2020-06-30 08:21:31 -04:00
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Python-Version: 3.10
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2019-12-30 01:22:46 -05:00
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Post-History: 2017-09-08, 2019-05-22, 2019-05-30, 2019-12-30
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2017-09-08 17:55:50 -04:00
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Abstract
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========
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The semantics of the ``locals()`` builtin have historically been underspecified
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and hence implementation dependent.
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2019-12-31 00:13:30 -05:00
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This PEP proposes formally standardising on the behaviour of the CPython 3.8
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2017-09-08 17:55:50 -04:00
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reference implementation for most execution scopes, with some adjustments to the
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2017-09-17 03:40:13 -04:00
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behaviour at function scope to make it more predictable and independent of the
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2017-09-08 17:55:50 -04:00
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presence or absence of tracing functions.
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2020-02-16 07:10:19 -05:00
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In addition, it proposes that the following functions be added to the stable
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Python C API/ABI::
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PyObject * PyLocals_Get();
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int PyLocals_GetReturnsCopy();
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PyObject * PyLocals_GetCopy();
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PyObject * PyLocals_GetView();
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int PyLocals_RefreshViews();
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It also proposes the addition of several supporting functions and type
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definitions to the CPython C API.
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2017-09-08 17:55:50 -04:00
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Rationale
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=========
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While the precise semantics of the ``locals()`` builtin are nominally undefined,
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in practice, many Python programs depend on it behaving exactly as it behaves in
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CPython (at least when no tracing functions are installed).
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Other implementations such as PyPy are currently replicating that behaviour,
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up to and including replication of local variable mutation bugs that
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can arise when a trace hook is installed [1]_.
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2019-04-23 19:04:37 -04:00
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While this PEP considers CPython's current behaviour when no trace hooks are
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2019-12-30 01:22:46 -05:00
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installed to be largely acceptable, it considers the current
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2019-04-23 19:04:37 -04:00
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behaviour when trace hooks are installed to be problematic, as it causes bugs
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like [1]_ *without* even reliably enabling the desired functionality of allowing
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debuggers like ``pdb`` to mutate local variables [3]_.
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2017-10-22 02:12:25 -04:00
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2019-12-30 01:22:46 -05:00
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Review of the initial PEP and the draft implementation then identified an
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opportunity for simplification of both the documentation and implementation
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of the function level ``locals()`` behaviour by updating it to return an
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2020-02-16 07:10:19 -05:00
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independent snapshot of the function locals and closure variables on each
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call, rather than continuing to return the semi-dynamic intermittently updated
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shared copy that it has historically returned in CPython.
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2019-12-30 01:22:46 -05:00
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2017-09-08 17:55:50 -04:00
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Proposal
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========
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The expected semantics of the ``locals()`` builtin change based on the current
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execution scope. For this purpose, the defined scopes of execution are:
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* module scope: top-level module code, as well as any other code executed using
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``exec()`` or ``eval()`` with a single namespace
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* class scope: code in the body of a ``class`` statement, as well as any other
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code executed using ``exec()`` or ``eval()`` with separate local and global
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namespaces
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* function scope: code in the body of a ``def`` or ``async def`` statement,
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or any other construct that creates an optimized code block in CPython (e.g.
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comprehensions, lambda functions)
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2017-09-08 17:55:50 -04:00
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2021-01-27 08:59:56 -05:00
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This PEP proposes elevating most of the current behaviour of the CPython
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reference implementation to become part of the language specification, *except*
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that each call to ``locals()`` at function scope will create a new dictionary
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object, rather than caching a common dict instance in the frame object that
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each invocation will update and return.
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This PEP also proposes to largely eliminate the concept of a separate "tracing"
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mode from the CPython reference implementation. In releases up to and including
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Python 3.9, the CPython interpreter behaves differently when a trace hook has
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been registered in one or more threads via an implementation dependent mechanism
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like ``sys.settrace`` ([4]_) in CPython's ``sys`` module or
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``PyEval_SetTrace`` ([5]_) in CPython's C API.
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This PEP proposes changes to CPython's behaviour at function scope that make
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the ``locals()`` builtin semantics when a trace hook is registered identical to
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those used when no trace hook is registered, while also making the related frame
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API semantics clearer and easier for interactive debuggers to rely on.
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The proposed elimination of tracing mode affects the semantics of frame object
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2019-05-21 08:41:34 -04:00
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references obtained through other means, such as via a traceback, or via the
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``sys._getframe()`` API.
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2017-10-22 02:12:25 -04:00
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New ``locals()`` documentation
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------------------------------
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The heart of this proposal is to revise the documentation for the ``locals()``
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builtin to read as follows:
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Return a mapping object representing the current local symbol table, with
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variable names as the keys, and their currently bound references as the
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values.
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At module scope, as well as when using ``exec()`` or ``eval()`` with a
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single namespace, this function returns the same namespace as ``globals()``.
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At class scope, it returns the namespace that will be passed to the
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metaclass constructor.
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When using ``exec()`` or ``eval()`` with separate local and global
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namespaces, it returns the local namespace passed in to the function call.
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2019-12-30 01:22:46 -05:00
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In all of the above cases, each call to ``locals()`` in a given frame of
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execution will return the *same* mapping object. Changes made through
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the mapping object returned from ``locals()`` will be visible as bound,
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rebound, or deleted local variables, and binding, rebinding, or deleting
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local variables will immediately affect the contents of the returned mapping
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object.
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At function scope (including for generators and coroutines), each call to
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2020-02-16 07:10:19 -05:00
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``locals()`` instead returns a fresh dictionary containing the current
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bindings of the function's local variables and any nonlocal cell references.
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In this case, name binding changes made via the returned dict are *not*
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written back to the corresponding local variables or nonlocal cell
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references, and binding, rebinding, or deleting local variables and nonlocal
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cell references does *not* affect the contents of previously returned
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dictionaries.
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2021-01-27 08:59:56 -05:00
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There would also be a versionchanged note for the release making this change:
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In prior versions, the semantics of mutating the mapping object returned
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from ``locals()`` were formally undefined. In CPython specifically,
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the mapping returned at function scope could be implicitly refreshed by
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other operations, such as calling ``locals()`` again, or the interpreter
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implicitly invoking a Python level trace function. Obtaining the legacy
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2020-02-16 07:10:19 -05:00
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CPython behaviour now requires explicit calls to update the initially
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returned dictionary with the results of subsequent calls to ``locals()``.
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For reference, the current documentation of this builtin reads as follows:
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Update and return a dictionary representing the current local symbol table.
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Free variables are returned by locals() when it is called in function
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blocks, but not in class blocks.
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Note: The contents of this dictionary should not be modified; changes may
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not affect the values of local and free variables used by the interpreter.
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2019-04-23 19:04:37 -04:00
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(In other words: the status quo is that the semantics and behaviour of
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``locals()`` are formally implementation defined, whereas the proposed
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state after this PEP is that the only implementation defined behaviour will be
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that associated with whether or not the implementation emulates the CPython
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frame API, with the behaviour in all other cases being defined by the language
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and library references)
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2017-09-08 17:55:50 -04:00
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Module scope
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------------
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At module scope, as well as when using ``exec()`` or ``eval()`` with a
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single namespace, ``locals()`` must return the same object as ``globals()``,
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which must be the actual execution namespace (available as
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``inspect.currentframe().f_locals`` in implementations that provide access
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to frame objects).
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Variable assignments during subsequent code execution in the same scope must
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dynamically change the contents of the returned mapping, and changes to the
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returned mapping must change the values bound to local variable names in the
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execution environment.
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2017-10-22 02:12:25 -04:00
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To capture this expectation as part of the language specification, the following
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paragraph will be added to the documentation for ``locals()``:
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At module scope, as well as when using ``exec()`` or ``eval()`` with a
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single namespace, this function returns the same namespace as ``globals()``.
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2017-09-08 17:55:50 -04:00
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This part of the proposal does not require any changes to the reference
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implementation - it is standardisation of the current behaviour.
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Class scope
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-----------
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At class scope, as well as when using ``exec()`` or ``eval()`` with separate
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global and local namespaces, ``locals()`` must return the specified local
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namespace (which may be supplied by the metaclass ``__prepare__`` method
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in the case of classes). As for module scope, this must be a direct reference
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to the actual execution namespace (available as
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``inspect.currentframe().f_locals`` in implementations that provide access
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to frame objects).
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Variable assignments during subsequent code execution in the same scope must
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change the contents of the returned mapping, and changes to the returned mapping
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must change the values bound to local variable names in the
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execution environment.
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The mapping returned by ``locals()`` will *not* be used as the actual class
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namespace underlying the defined class (the class creation process will copy
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the contents to a fresh dictionary that is only accessible by going through the
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class machinery).
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2017-09-17 03:40:13 -04:00
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For nested classes defined inside a function, any nonlocal cells referenced from
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the class scope are *not* included in the ``locals()`` mapping.
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2017-10-22 02:12:25 -04:00
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To capture this expectation as part of the language specification, the following
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two paragraphs will be added to the documentation for ``locals()``:
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When using ``exec()`` or ``eval()`` with separate local and global
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namespaces, [this function] returns the given local namespace.
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At class scope, it returns the namespace that will be passed to the metaclass
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constructor.
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2017-09-08 17:55:50 -04:00
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This part of the proposal does not require any changes to the reference
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implementation - it is standardisation of the current behaviour.
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Function scope
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--------------
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At function scope, interpreter implementations are granted significant freedom
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to optimise local variable access, and hence are NOT required to permit
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arbitrary modification of local and nonlocal variable bindings through the
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mapping returned from ``locals()``.
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2017-10-22 02:12:25 -04:00
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Historically, this leniency has been described in the language specification
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with the words "The contents of this dictionary should not be modified; changes
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may not affect the values of local and free variables used by the interpreter."
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This PEP proposes to change that text to instead say:
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2019-12-30 01:22:46 -05:00
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At function scope (including for generators and coroutines), each call to
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2020-02-16 07:10:19 -05:00
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``locals()`` instead returns a fresh dictionary containing the current
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bindings of the function's local variables and any nonlocal cell references.
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In this case, name binding changes made via the returned dict are *not*
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written back to the corresponding local variables or nonlocal cell
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references, and binding, rebinding, or deleting local variables and nonlocal
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cell references does *not* affect the contents of previously returned
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dictionaries.
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2017-10-22 02:12:25 -04:00
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This part of the proposal *does* require changes to the CPython reference
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implementation, as CPython currently returns a shared mapping object that may
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be implicitly refreshed by additional calls to ``locals()``, and the
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"write back" strategy currently used to support namespace changes
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from trace functions also doesn't comply with it (and causes the quirky
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behavioural problems mentioned in the Rationale).
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CPython Implementation Changes
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==============================
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2019-12-30 01:22:46 -05:00
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Resolving the issues with tracing mode behaviour
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------------------------------------------------
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2017-10-22 02:12:25 -04:00
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The current cause of CPython's tracing mode quirks (both the side effects from
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simply installing a tracing function and the fact that writing values back to
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function locals only works for the specific function being traced) is the way
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that locals mutation support for trace hooks is currently implemented: the
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``PyFrame_LocalsToFast`` function.
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When a trace function is installed, CPython currently does the following for
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function frames (those where the code object uses "fast locals" semantics):
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1. Calls ``PyFrame_FastToLocals`` to update the dynamic snapshot
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2. Calls the trace hook (with tracing of the hook itself disabled)
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3. Calls ``PyFrame_LocalsToFast`` to capture any changes made to the dynamic
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snapshot
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This approach is problematic for a few different reasons:
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* Even if the trace function doesn't mutate the snapshot, the final step resets
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any cell references back to the state they were in before the trace function
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was called (this is the root cause of the bug report in [1]_)
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* If the trace function *does* mutate the snapshot, but then does something
|
|
|
|
|
that causes the snapshot to be refreshed, those changes are lost (this is
|
|
|
|
|
one aspect of the bug report in [3]_)
|
|
|
|
|
* If the trace function attempts to mutate the local variables of a frame other
|
|
|
|
|
than the one being traced (e.g. ``frame.f_back.f_locals``), those changes
|
|
|
|
|
will almost certainly be lost (this is another aspect of the bug report in
|
|
|
|
|
[3]_)
|
|
|
|
|
* If a ``locals()`` reference is passed to another function, and *that*
|
|
|
|
|
function mutates the snapshot namespace, then those changes *may* be written
|
|
|
|
|
back to the execution frame *if* a trace hook is installed
|
|
|
|
|
|
|
|
|
|
The proposed resolution to this problem is to take advantage of the fact that
|
|
|
|
|
whereas functions typically access their *own* namespace using the language
|
|
|
|
|
defined ``locals()`` builtin, trace functions necessarily use the implementation
|
|
|
|
|
dependent ``frame.f_locals`` interface, as a frame reference is what gets
|
|
|
|
|
passed to hook implementations.
|
|
|
|
|
|
2020-01-01 11:30:39 -05:00
|
|
|
|
Instead of being a direct reference to the internal dynamic snapshot used to
|
|
|
|
|
populate the independent snapshots returned by ``locals()``, ``frame.f_locals``
|
|
|
|
|
will be updated to instead return a dedicated proxy type (implemented as a
|
|
|
|
|
private subclass of the existing ``types.MappingProxyType``) that has two
|
|
|
|
|
internal attributes not exposed as part of the Python runtime API:
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
* *mapping*: an implicitly updated snapshot of the function local variables
|
|
|
|
|
and closure references, as well as any arbitrary items that have been set via
|
|
|
|
|
the mapping API, even if they don't have storage allocated for them on the
|
|
|
|
|
underlying frame
|
2017-10-22 02:12:25 -04:00
|
|
|
|
* *frame*: the underlying frame that the snapshot is for
|
|
|
|
|
|
2020-01-01 11:30:39 -05:00
|
|
|
|
For backwards compatibility, the stored snapshot will continue to be made
|
|
|
|
|
available through the public ``PyEval_GetLocals()`` C API.
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
``__getitem__`` operations on the proxy will read directly from the stored
|
|
|
|
|
snapshot.
|
|
|
|
|
|
|
|
|
|
The stored snapshot is implicitly updated when the ``f_locals`` attribute is
|
|
|
|
|
retrieved from the frame object, as well as individual keys being updated by
|
|
|
|
|
mutating operations on the proxy itself. This means that if a reference to the
|
|
|
|
|
proxy is obtained from within the function, the proxy won't implicitly pick up
|
|
|
|
|
name binding operations that take place as the function executes - the
|
|
|
|
|
``f_locals`` attribute on the frame will need to be accessed again in order to
|
|
|
|
|
trigger a refresh.
|
|
|
|
|
|
2019-05-21 08:41:34 -04:00
|
|
|
|
``__setitem__`` and ``__delitem__`` operations on the proxy will affect not only
|
|
|
|
|
the dynamic snapshot, but *also* the corresponding fast local or cell reference
|
|
|
|
|
on the underlying frame.
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
After a frame has finished executing, cell references can still be updated via
|
|
|
|
|
the proxy, but the link back to the underlying frame is explicitly broken to
|
|
|
|
|
avoid creating a persistent reference cycle that unexpectedly keeps frames
|
|
|
|
|
alive.
|
|
|
|
|
|
|
|
|
|
Other MutableMapping methods will behave as expected for a mapping with these
|
|
|
|
|
essential method semantics.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Making the behaviour at function scope less surprising
|
|
|
|
|
------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
The ``locals()`` builtin will be made aware of the new fast locals proxy type,
|
|
|
|
|
and when it detects it on a frame, will return a fresh snapshot of the local
|
|
|
|
|
namespace (i.e. the equivalent of ``dict(frame.f_locals)``) rather than
|
|
|
|
|
returning the proxy directly.
|
|
|
|
|
|
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
Changes to the stable C API/ABI
|
|
|
|
|
-------------------------------
|
|
|
|
|
|
|
|
|
|
Unlike Python code, extension module functions that call in to the Python C API
|
|
|
|
|
can be called from any kind of Python scope. This means it isn't obvious from
|
|
|
|
|
the context whether ``locals()`` will return a snapshot or not, as it depends
|
|
|
|
|
on the scope of the calling Python code, not the C code itself.
|
|
|
|
|
|
|
|
|
|
This means it is desirable to offer C APIs that give predictable, scope
|
|
|
|
|
independent, behaviour. However, it is also desirable to allow C code to
|
|
|
|
|
exactly mimic the behaviour of Python code at the same scope.
|
|
|
|
|
|
|
|
|
|
To enable mimicing the behaviour of Python code, the stable C ABI would gain
|
|
|
|
|
the following new functions::
|
|
|
|
|
|
|
|
|
|
PyObject * PyLocals_Get();
|
|
|
|
|
int PyLocals_GetReturnsCopy();
|
|
|
|
|
|
|
|
|
|
``PyLocals_Get()`` is directly equivalent to the Python ``locals()`` builtin.
|
|
|
|
|
It returns a new reference to the local namespace mapping for the active
|
|
|
|
|
Python frame at module and class scope, and when using ``exec()`` or ``eval()``.
|
|
|
|
|
It returns a shallow copy of the active namespace at
|
|
|
|
|
function/coroutine/generator scope.
|
|
|
|
|
|
|
|
|
|
``PyLocals_GetReturnsCopy()`` returns zero if ``PyLocals_Get()`` returns a
|
|
|
|
|
direct reference to the local namespace mapping, and a non-zero value if it
|
|
|
|
|
returns a shallow copy. This allows extension module code to determine the
|
|
|
|
|
potential impact of mutating the mapping returned by ``PyLocals_Get()`` without
|
|
|
|
|
needing access to the details of the running frame object.
|
|
|
|
|
|
|
|
|
|
To allow extension module code to behave consistently regardless of the active
|
|
|
|
|
Python scope, the stable C ABI would gain the following new functions::
|
|
|
|
|
|
|
|
|
|
PyObject * PyLocals_GetCopy();
|
|
|
|
|
PyObject * PyLocals_GetView();
|
|
|
|
|
int PyLocals_RefreshViews();
|
|
|
|
|
|
|
|
|
|
``PyLocals_GetCopy()`` returns a new dict instance populated from the current
|
|
|
|
|
locals namespace. Roughly equivalent to ``dict(locals())`` in Python code, but
|
|
|
|
|
avoids the double-copy in the case where ``locals()`` already returns a shallow
|
|
|
|
|
copy.
|
|
|
|
|
|
|
|
|
|
``PyLocals_GetView()`` returns a new read-only mapping proxy instance for the
|
|
|
|
|
current locals namespace. This view is immediately updated for all local
|
|
|
|
|
variable changes at module and class scope, and when using exec() or eval().
|
|
|
|
|
It is updated at implementation dependent times at function/coroutine/generator
|
|
|
|
|
scope (accessing the existing ``PyEval_GetLocals()`` API, or any of the
|
|
|
|
|
``PyLocals_Get*`` APIs, including calling ``PyLocals_GetView()`` again, will
|
|
|
|
|
always force an update).
|
|
|
|
|
|
|
|
|
|
``PyLocals_RefreshViews()`` updates any views previously returned by
|
|
|
|
|
``PyLocals_GetView()`` with the current status of the frame. A non-zero return
|
|
|
|
|
value indicates that an error occurred with the update, and the views may not
|
|
|
|
|
accurately reflect the current state of the frame. The Python exception state
|
|
|
|
|
will be set in such cases. This function also refreshes the shared dynamic
|
|
|
|
|
snapshot returned by ``PyEval_GetLocals()`` in optimised scopes.
|
|
|
|
|
|
|
|
|
|
The existing ``PyEval_GetLocals()`` API will retain its existing behaviour in
|
|
|
|
|
CPython (mutable locals at class and module scope, shared dynamic snapshot
|
|
|
|
|
otherwise). However, its documentation will be updated to note that the
|
|
|
|
|
conditions under which the shared dynamic snapshot get updated have changed.
|
|
|
|
|
|
|
|
|
|
The ``PyEval_GetLocals()`` documentation will also be updated to recommend
|
|
|
|
|
replacing usage of this API with whichever of the new APIs is most appropriate
|
|
|
|
|
for the use case:
|
|
|
|
|
|
|
|
|
|
* Use ``PyLocals_Get()`` to exactly match the semantics of the Python level
|
|
|
|
|
``locals()`` builtin.
|
|
|
|
|
* Use ``PyLocals_GetView()`` for read-only access to the current locals
|
|
|
|
|
namespace.
|
|
|
|
|
* Use ``PyLocals_GetCopy()`` for a regular mutable dict that contains a copy of
|
|
|
|
|
the current locals namespace, but has no ongoing connection to the active
|
|
|
|
|
frame.
|
|
|
|
|
* Query ``PyLocals_GetReturnsCopy()`` explicitly to implement custom handling
|
|
|
|
|
(e.g. raising a meaningful exception) for scopes where ``PyLocals_Get()``
|
|
|
|
|
would return a shallow copy rather than granting read/write access to the
|
|
|
|
|
locals namespace.
|
|
|
|
|
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
Changes to the public CPython C API
|
|
|
|
|
-----------------------------------
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
The existing ``PyEval_GetLocals()`` API returns a borrowed reference, which
|
2020-02-16 07:10:19 -05:00
|
|
|
|
means it cannot be updated to return the new shallow copies at function
|
2019-12-30 01:22:46 -05:00
|
|
|
|
scope. Instead, it will return a borrowed reference to the internal mapping
|
|
|
|
|
maintained by the fast locals proxy. This shared mapping will behave similarly
|
|
|
|
|
to the existing shared mapping in Python 3.8 and earlier, but the exact
|
|
|
|
|
conditions under which it gets refreshed will be different. Specifically:
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
* accessing the Python level ``f_locals`` frame attribute
|
2020-02-16 07:10:19 -05:00
|
|
|
|
* any call to ``PyFrame_GetLocals()``, ``PyFrame_GetLocalsCopy()``,
|
|
|
|
|
``PyFrame_GetLocalsView()``, ``_PyFrame_BorrowLocals()``, or
|
|
|
|
|
``PyFrame_RefreshLocalsViews()`` for the frame
|
|
|
|
|
* any call to ``PyLocals_Get()``, ``PyLocals_GetCopy()``, ``PyLocals_GetView()``,
|
|
|
|
|
``PyLocals_RefreshViews()``, or the Python ``locals()`` builtin while the
|
|
|
|
|
frame is running
|
|
|
|
|
|
|
|
|
|
(Even though ``PyEval_GetLocals()`` is part of the stable C API/ABI, the
|
|
|
|
|
specifics of when the namespace it returns gets refreshed are still an
|
|
|
|
|
interpreter implementation detail)
|
|
|
|
|
|
|
|
|
|
The additions to the public CPython C API are the frame level enhancements
|
|
|
|
|
needed to support the stable C API/ABI updates::
|
|
|
|
|
|
|
|
|
|
PyObject * PyFrame_GetLocals(frame);
|
|
|
|
|
int PyFrame_GetLocalsReturnsCopy(frame);
|
|
|
|
|
PyObject * PyFrame_GetLocalsCopy(frame);
|
|
|
|
|
PyObject * PyFrame_GetLocalsView(frame);
|
|
|
|
|
int PyFrame_RefreshLocalsViews(frame);
|
|
|
|
|
PyObject * _PyFrame_BorrowLocals(frame);
|
|
|
|
|
|
|
|
|
|
``PyFrame_GetLocals(frame)`` is the underlying API for ``PyLocals_Get()``.
|
|
|
|
|
|
|
|
|
|
``PyFrame_GetLocalsReturnsCopy(frame)`` is the underlying API for
|
|
|
|
|
``PyLocals_GetReturnsCopy()``.
|
|
|
|
|
|
|
|
|
|
``PyFrame_GetLocalsCopy(frame)`` is the underlying API for
|
|
|
|
|
``PyLocals_GetCopy()``.
|
|
|
|
|
|
|
|
|
|
``PyFrame_GetLocalsView(frame)`` is the underlying API for ``PyLocals_GetView()``.
|
|
|
|
|
|
|
|
|
|
``PyFrame_RefreshLocalsViews(frame)`` is the underlying API for
|
|
|
|
|
``PyLocals_RefreshViews()``. In the draft reference implementation, it is also
|
|
|
|
|
needed in CPython when accessing the frame ``f_locals`` attribute directly from
|
|
|
|
|
the frame struct, or the mapping returned by ``_PyFrame_BorrowLocals(frame)``,
|
|
|
|
|
and ``PyFrame_GetLocalsReturnsCopy()`` is true for that frame (otherwise the
|
|
|
|
|
locals proxy may report stale information).
|
|
|
|
|
|
|
|
|
|
``_PyFrame_BorrowLocals(frame)`` is the underlying API for
|
|
|
|
|
``PyEval_GetLocals()``. The underscore prefix is intended to discourage use and
|
|
|
|
|
to indicate that code using it is unlikely to be portable across
|
|
|
|
|
implementations. However, it is documented and visible to the linker because
|
|
|
|
|
the dynamic snapshot stored inside the write-through proxy is otherwise
|
|
|
|
|
completely inaccessible from C code (in the draft reference implementation,
|
|
|
|
|
the struct definition for the fast locals proxy itself is deliberately kept
|
|
|
|
|
private to the frame implementation, so not even the rest of CPython can see
|
|
|
|
|
it - instances must be manipulated via the Python mapping C API).
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
|
|
|
|
The ``PyFrame_LocalsToFast()`` function will be changed to always emit
|
|
|
|
|
``RuntimeError``, explaining that it is no longer a supported operation, and
|
2020-02-16 07:10:19 -05:00
|
|
|
|
affected code should be updated to use ``PyFrame_GetLocals(frame)``,
|
|
|
|
|
``PyFrame_GetLocalsCopy(frame)``, or ``PyFrame_GetLocalsView(frame)`` instead.
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
In addition to the above documented interfaces, the draft reference
|
|
|
|
|
implementation also exposes the following undocumented interfaces::
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
PyTypeObject _PyFastLocalsProxy_Type;
|
|
|
|
|
#define _PyFastLocalsProxy_CheckExact(self) \
|
|
|
|
|
(Py_TYPE(self) == &_PyFastLocalsProxy_Type)
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
This type is what the reference implementation actually stores in ``f_locals``
|
|
|
|
|
for optimized frames (i.e. when ``PyFrame_GetLocalsReturnsCopy()`` returns
|
|
|
|
|
true).
|
2017-09-08 17:55:50 -04:00
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Design Discussion
|
|
|
|
|
=================
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
Changing ``locals()`` to return independent snapshots at function scope
|
|
|
|
|
-----------------------------------------------------------------------
|
2017-09-08 17:55:50 -04:00
|
|
|
|
|
|
|
|
|
The ``locals()`` builtin is a required part of the language, and in the
|
|
|
|
|
reference implementation it has historically returned a mutable mapping with
|
|
|
|
|
the following characteristics:
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
* each call to ``locals()`` returns the *same* mapping object
|
2017-10-22 02:12:25 -04:00
|
|
|
|
* for namespaces where ``locals()`` returns a reference to something other than
|
|
|
|
|
the actual local execution namespace, each call to ``locals()`` updates the
|
2019-12-30 01:22:46 -05:00
|
|
|
|
mapping object with the current state of the local variables and any referenced
|
2017-10-22 02:12:25 -04:00
|
|
|
|
nonlocal cells
|
2017-09-08 17:55:50 -04:00
|
|
|
|
* changes to the returned mapping *usually* aren't written back to the
|
|
|
|
|
local variable bindings or the nonlocal cell references, but write backs
|
|
|
|
|
can be triggered by doing one of the following:
|
|
|
|
|
|
|
|
|
|
* installing a Python level trace hook (write backs then happen whenever
|
|
|
|
|
the trace hook is called)
|
|
|
|
|
* running a function level wildcard import (requires bytecode injection in Py3)
|
|
|
|
|
* running an ``exec`` statement in the function's scope (Py2 only, since
|
|
|
|
|
``exec`` became an ordinary builtin in Python 3)
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
Originally this PEP proposed to retain the first two of these properties,
|
|
|
|
|
while changing the third in order to address the outright behaviour bugs that
|
|
|
|
|
it can cause.
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
In [7]_ Nathaniel Smith made a persuasive case that we could make the behaviour
|
|
|
|
|
of ``locals()`` at function scope substantially less confusing by retaining only
|
|
|
|
|
the second property and having each call to ``locals()`` at function scope
|
|
|
|
|
return an *independent* snapshot of the local variables and closure references
|
|
|
|
|
rather than updating an implicitly shared snapshot.
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
As this revised design also made the implementation markedly easier to follow,
|
|
|
|
|
the PEP was updated to propose this change in behaviour, rather than retaining
|
|
|
|
|
the historical shared snapshot.
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
|
|
|
|
Keeping ``locals()`` as a snapshot at function scope
|
|
|
|
|
----------------------------------------------------
|
|
|
|
|
|
|
|
|
|
As discussed in [7]_, it would theoretically be possible to change the semantics
|
|
|
|
|
of the ``locals()`` builtin to return the write-through proxy at function scope,
|
|
|
|
|
rather than switching it to return independent snapshots.
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
|
|
|
|
This PEP doesn't (and won't) propose this as it's a backwards incompatible
|
|
|
|
|
change in practice, even though code that relies on the current behaviour is
|
|
|
|
|
technically operating in an undefined area of the language specification.
|
|
|
|
|
|
|
|
|
|
Consider the following code snippet::
|
|
|
|
|
|
|
|
|
|
def example():
|
|
|
|
|
x = 1
|
|
|
|
|
locals()["x"] = 2
|
|
|
|
|
print(x)
|
|
|
|
|
|
|
|
|
|
Even with a trace hook installed, that function will consistently print ``1``
|
|
|
|
|
on the current reference interpreter implementation::
|
|
|
|
|
|
|
|
|
|
>>> example()
|
|
|
|
|
1
|
|
|
|
|
>>> import sys
|
|
|
|
|
>>> def basic_hook(*args):
|
|
|
|
|
... return basic_hook
|
|
|
|
|
...
|
|
|
|
|
>>> sys.settrace(basic_hook)
|
|
|
|
|
>>> example()
|
|
|
|
|
1
|
|
|
|
|
|
|
|
|
|
Similarly, ``locals()`` can be passed to the ``exec()`` and ``eval()`` builtins
|
2019-12-30 01:22:46 -05:00
|
|
|
|
at function scope (either explicitly or implicitly) without risking unexpected
|
|
|
|
|
rebinding of local variables or closure references.
|
2019-05-21 09:43:15 -04:00
|
|
|
|
|
|
|
|
|
Provoking the reference interpreter into incorrectly mutating the local variable
|
|
|
|
|
state requires a more complex setup where a nested function closes over a
|
|
|
|
|
variable being rebound in the outer function, and due to the use of either
|
|
|
|
|
threads, generators, or coroutines, it's possible for a trace function to start
|
|
|
|
|
running for the nested function before the rebinding operation in the outer
|
|
|
|
|
function, but finish running after the rebinding operation has taken place (in
|
|
|
|
|
which case the rebinding will be reverted, which is the bug reported in [1]_).
|
|
|
|
|
|
|
|
|
|
In addition to preserving the de facto semantics which have been in place since
|
|
|
|
|
PEP 227 introduced nested scopes in Python 2.1, the other benefit of restricting
|
|
|
|
|
the write-through proxy support to the implementation-defined frame object API
|
|
|
|
|
is that it means that only interpreter implementations which emulate the full
|
|
|
|
|
frame API need to offer the write-through capability at all, and that
|
|
|
|
|
JIT-compiled implementations only need to enable it when a frame introspection
|
|
|
|
|
API is invoked, or a trace hook is installed, not whenever ``locals()`` is
|
|
|
|
|
accessed at function scope.
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
Returning snapshots from ``locals()`` at function scope also means that static
|
|
|
|
|
analysis for function level code will be more reliable, as only access to the
|
2020-02-16 07:10:19 -05:00
|
|
|
|
frame machinery will allow rebinding of local and nonlocal variable
|
|
|
|
|
references in a way that is hidden from static analysis.
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2017-09-17 03:40:13 -04:00
|
|
|
|
What happens with the default args for ``eval()`` and ``exec()``?
|
2017-09-08 17:55:50 -04:00
|
|
|
|
-----------------------------------------------------------------
|
|
|
|
|
|
2017-09-17 03:40:13 -04:00
|
|
|
|
These are formally defined as inheriting ``globals()`` and ``locals()`` from
|
|
|
|
|
the calling scope by default.
|
2017-09-08 17:55:50 -04:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
There isn't any need for the PEP to change these defaults, so it doesn't, and
|
|
|
|
|
``exec()`` and ``eval()`` will start running in a shallow copy of the local
|
|
|
|
|
namespace when that is what ``locals()`` returns.
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
This behaviour will have potential performance implications, especially
|
2019-12-30 01:22:46 -05:00
|
|
|
|
for functions with large numbers of local variables (e.g. if these functions
|
2020-02-16 07:10:19 -05:00
|
|
|
|
are called in a loop, calling ``gloabls()`` and ``locals()`` once before the
|
|
|
|
|
loop and then passing the namespace into the function explicitly will give the
|
|
|
|
|
same semantics and performance characteristics as the status quo, whereas
|
|
|
|
|
relying on the implicit default would create a new shallow copy of the local
|
|
|
|
|
namespace on each iteration).
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
|
|
|
|
(Note: the reference implementation draft PR has updated the ``locals()`` and
|
2020-02-16 07:10:19 -05:00
|
|
|
|
``vars()``, ``eval()``, and ``exec()`` builtins to use ``PyLocals_Get()``. The
|
|
|
|
|
``dir()`` builtin still uses ``PyEval_GetLocals()``, since it's only using it
|
|
|
|
|
to make a list from the keys).
|
2019-12-30 01:22:46 -05:00
|
|
|
|
|
2017-09-08 17:55:50 -04:00
|
|
|
|
|
2019-05-21 08:41:34 -04:00
|
|
|
|
Changing the frame API semantics in regular operation
|
|
|
|
|
-----------------------------------------------------
|
|
|
|
|
|
|
|
|
|
Earlier versions of this PEP proposed having the semantics of the frame
|
|
|
|
|
``f_locals`` attribute depend on whether or not a tracing hook was currently
|
|
|
|
|
installed - only providing the write-through proxy behaviour when a tracing hook
|
2019-12-30 01:22:46 -05:00
|
|
|
|
was active, and otherwise behaving the same as the historical ``locals()``
|
|
|
|
|
builtin.
|
2019-05-21 08:41:34 -04:00
|
|
|
|
|
|
|
|
|
That was adopted as the original design proposal for a couple of key reasons,
|
|
|
|
|
one pragmatic and one more philosophical:
|
|
|
|
|
|
|
|
|
|
* Object allocations and method wrappers aren't free, and tracing functions
|
|
|
|
|
aren't the only operations that access frame locals from outside the function.
|
|
|
|
|
Restricting the changes to tracing mode meant that the additional memory and
|
2019-12-30 01:22:46 -05:00
|
|
|
|
execution time overhead of these changes would be as close to zero in regular
|
2019-05-21 08:41:34 -04:00
|
|
|
|
operation as we can possibly make them.
|
|
|
|
|
* "Don't change what isn't broken": the current tracing mode problems are caused
|
|
|
|
|
by a requirement that's specific to tracing mode (support for external
|
|
|
|
|
rebinding of function local variable references), so it made sense to also
|
|
|
|
|
restrict any related fixes to tracing mode
|
|
|
|
|
|
|
|
|
|
However, actually attempting to implement and document that dynamic approach
|
|
|
|
|
highlighted the fact that it makes for a really subtle runtime state dependent
|
|
|
|
|
behaviour distinction in how ``frame.f_locals`` works, and creates several
|
|
|
|
|
new edge cases around how ``f_locals`` behaves as trace functions are added
|
|
|
|
|
and removed.
|
|
|
|
|
|
|
|
|
|
Accordingly, the design was switched to the current one, where
|
|
|
|
|
``frame.f_locals`` is always a write-through proxy, and ``locals()`` is always
|
2019-12-30 01:22:46 -05:00
|
|
|
|
a snapshot, which is both simpler to implement and easier to explain.
|
2019-05-21 08:41:34 -04:00
|
|
|
|
|
|
|
|
|
Regardless of how the CPython reference implementation chooses to handle this,
|
|
|
|
|
optimising compilers and interpreters also remain free to impose additional
|
2019-12-30 01:22:46 -05:00
|
|
|
|
restrictions on debuggers, such as making local variable mutation through frame
|
2019-05-21 08:41:34 -04:00
|
|
|
|
objects an opt-in behaviour that may disable some optimisations (just as the
|
|
|
|
|
emulation of CPython's frame API is already an opt-in flag in some Python
|
|
|
|
|
implementations).
|
|
|
|
|
|
|
|
|
|
|
2017-09-08 17:55:50 -04:00
|
|
|
|
Historical semantics at function scope
|
|
|
|
|
--------------------------------------
|
|
|
|
|
|
|
|
|
|
The current semantics of mutating ``locals()`` and ``frame.f_locals`` in CPython
|
|
|
|
|
are rather quirky due to historical implementation details:
|
|
|
|
|
|
|
|
|
|
* actual execution uses the fast locals array for local variable bindings and
|
|
|
|
|
cell references for nonlocal variables
|
|
|
|
|
* there's a ``PyFrame_FastToLocals`` operation that populates the frame's
|
|
|
|
|
``f_locals`` attribute based on the current state of the fast locals array
|
|
|
|
|
and any referenced cells. This exists for three reasons:
|
|
|
|
|
|
|
|
|
|
* allowing trace functions to read the state of local variables
|
|
|
|
|
* allowing traceback processors to read the state of local variables
|
2017-10-22 02:12:25 -04:00
|
|
|
|
* allowing ``locals()`` to read the state of local variables
|
2017-09-08 17:55:50 -04:00
|
|
|
|
* a direct reference to ``frame.f_locals`` is returned from ``locals()``, so if
|
|
|
|
|
you hand out multiple concurrent references, then all those references will be
|
|
|
|
|
to the exact same dictionary
|
|
|
|
|
* the two common calls to the reverse operation, ``PyFrame_LocalsToFast``, were
|
|
|
|
|
removed in the migration to Python 3: ``exec`` is no longer a statement (and
|
2017-09-08 17:57:54 -04:00
|
|
|
|
hence can no longer affect function local namespaces), and the compiler now
|
2017-09-08 17:55:50 -04:00
|
|
|
|
disallows the use of ``from module import *`` operations at function scope
|
|
|
|
|
* however, two obscure calling paths remain: ``PyFrame_LocalsToFast`` is called
|
|
|
|
|
as part of returning from a trace function (which allows debuggers to make
|
|
|
|
|
changes to the local variable state), and you can also still inject the
|
|
|
|
|
``IMPORT_STAR`` opcode when creating a function directly from a code object
|
|
|
|
|
rather than via the compiler
|
|
|
|
|
|
|
|
|
|
This proposal deliberately *doesn't* formalise these semantics as is, since they
|
|
|
|
|
only make sense in terms of the historical evolution of the language and the
|
|
|
|
|
reference implementation, rather than being deliberately designed.
|
|
|
|
|
|
2017-09-17 03:40:13 -04:00
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
Proposing several additions to the stable C API/ABI
|
|
|
|
|
---------------------------------------------------
|
|
|
|
|
|
|
|
|
|
Historically, the CPython C API (and subsequently, the stable ABI) has
|
|
|
|
|
exposed only a single API function related to the Python ``locals`` builtin:
|
|
|
|
|
``PyEval_GetLocals()``. However, as it returns a borrowed reference, it is
|
|
|
|
|
not possible to adapt that interface directly to supporting the new ``locals()``
|
|
|
|
|
semantics proposed in this PEP.
|
|
|
|
|
|
|
|
|
|
An earlier iteration of this PEP proposed a minimalist adaptation to the new
|
|
|
|
|
semantics: one C API function that behaved like the Python ``locals()`` builtin,
|
|
|
|
|
and another that behaved like the ``frame.f_locals`` descriptor (creating and
|
|
|
|
|
returning the write-through proxy if necessary).
|
|
|
|
|
|
|
|
|
|
The feedback [8]_ on that version of the C API was that it was too heavily based
|
|
|
|
|
on how the Python level semantics were implemented, and didn't account for the
|
|
|
|
|
behaviours that authors of C extensions were likely to *need*.
|
|
|
|
|
|
|
|
|
|
The broader API now being proposed came from grouping the potential reasons for
|
|
|
|
|
wanting to access the Python ``locals()`` namespace from an extension module
|
|
|
|
|
into the following cases:
|
|
|
|
|
|
|
|
|
|
* needing to exactly replicate the semantics of the Python level ``locals()``
|
|
|
|
|
operation. This is the ``PyLocals_Get()`` API.
|
|
|
|
|
* needing to behave differently depending on whether writes to the result of
|
|
|
|
|
``PyLocals_Get()`` will be visible to Python code or not. This is handled by
|
|
|
|
|
the ``PyLocals_GetReturnsCopy()`` query API.
|
|
|
|
|
* always wanting a mutable namespace that has been pre-populated from the
|
|
|
|
|
current Python ``locals()`` namespace, but *not* wanting any changes to
|
|
|
|
|
be visible to Python code. This is the ``PyLocals_GetCopy()`` API.
|
|
|
|
|
* always wanting a read-only view of the current locals namespace, without
|
|
|
|
|
incurring the runtime overhead of making a full copy each time. This is the
|
|
|
|
|
``PyLocals_GetView()`` and ``PyLocals_RefreshViews()`` APIs.
|
|
|
|
|
|
|
|
|
|
Historically, these kinds of checks and operations would only have been
|
|
|
|
|
possible if a Python implementation emulated the full CPython frame API. With
|
|
|
|
|
the proposed API, extension modules can instead ask more clearly for the
|
|
|
|
|
semantics that they actually need, giving Python implementations more
|
|
|
|
|
flexibility in how they provide those capabilities.
|
|
|
|
|
|
|
|
|
|
|
2017-09-08 17:55:50 -04:00
|
|
|
|
Implementation
|
|
|
|
|
==============
|
|
|
|
|
|
2019-04-23 19:04:37 -04:00
|
|
|
|
The reference implementation update is in development as a draft pull
|
|
|
|
|
request on GitHub ([6]_).
|
2017-09-08 17:55:50 -04:00
|
|
|
|
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
|
|
|
|
Acknowledgements
|
|
|
|
|
================
|
|
|
|
|
|
|
|
|
|
Thanks to Nathaniel J. Smith for proposing the write-through proxy idea in
|
|
|
|
|
[1]_ and pointing out some critical design flaws in earlier iterations of the
|
|
|
|
|
PEP that attempted to avoid introducing such a proxy.
|
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
Thanks to Steve Dower and Petr Viktorin for asking that more attention be paid
|
|
|
|
|
to the developer experience of the proposed C API additions [8]_.
|
|
|
|
|
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2017-09-08 17:55:50 -04:00
|
|
|
|
References
|
|
|
|
|
==========
|
|
|
|
|
|
|
|
|
|
.. [1] Broken local variable assignment given threads + trace hook + closure
|
|
|
|
|
(https://bugs.python.org/issue30744)
|
|
|
|
|
|
|
|
|
|
.. [2] Clarify the required behaviour of ``locals()``
|
|
|
|
|
(https://bugs.python.org/issue17960)
|
|
|
|
|
|
2017-10-22 02:12:25 -04:00
|
|
|
|
.. [3] Updating function local variables from pdb is unreliable
|
|
|
|
|
(https://bugs.python.org/issue9633)
|
|
|
|
|
|
|
|
|
|
.. [4] CPython's Python API for installing trace hooks
|
|
|
|
|
(https://docs.python.org/dev/library/sys.html#sys.settrace)
|
|
|
|
|
|
|
|
|
|
.. [5] CPython's C API for installing trace hooks
|
|
|
|
|
(https://docs.python.org/3/c-api/init.html#c.PyEval_SetTrace)
|
|
|
|
|
|
2019-04-23 19:04:37 -04:00
|
|
|
|
.. [6] PEP 558 reference implementation
|
|
|
|
|
(https://github.com/python/cpython/pull/3640/files)
|
|
|
|
|
|
2019-12-30 01:22:46 -05:00
|
|
|
|
.. [7] Nathaniel's review of possible function level semantics for locals()
|
|
|
|
|
(https://mail.python.org/pipermail/python-dev/2019-May/157738.html)
|
|
|
|
|
|
2020-02-16 07:10:19 -05:00
|
|
|
|
.. [8] Discussion of more intentionally designed C API enhancements
|
|
|
|
|
(https://discuss.python.org/t/pep-558-defined-semantics-for-locals/2936/3)
|
|
|
|
|
|
2017-10-22 02:12:25 -04:00
|
|
|
|
|
2017-09-08 17:55:50 -04:00
|
|
|
|
Copyright
|
|
|
|
|
=========
|
|
|
|
|
|
|
|
|
|
This document has been placed in the public domain.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
..
|
|
|
|
|
Local Variables:
|
|
|
|
|
mode: indented-text
|
|
|
|
|
indent-tabs-mode: nil
|
|
|
|
|
sentence-end-double-space: t
|
|
|
|
|
fill-column: 70
|
|
|
|
|
coding: utf-8
|
|
|
|
|
End:
|