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GH-103082: Document PEP-669: Low Impact Monitoring for CPython (GH-107772)
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@ -12,6 +12,7 @@ overview:
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.. toctree::
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sys.rst
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sys.monitoring.rst
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sysconfig.rst
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builtins.rst
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__main__.rst
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:mod:`sys.monitoring` --- Execution event monitoring
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====================================================
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.. module:: sys.monitoring
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:synopsis: Access and control event monitoring
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-----------------
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.. note::
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``sys.monitoring`` is a namespace within the ``sys`` module,
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not an independent module, so there is no need to
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``import sys.monitoring``, simply ``import sys`` and then use
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``sys.monitoring``.
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This namespace provides access to the functions and constants necessary to
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activate and control event monitoring.
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As programs execute, events occur that might be of interest to tools that
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monitor execution. The :mod:`!sys.monitoring` namespace provides means to
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receive callbacks when events of interest occur.
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The monitoring API consists of three components:
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* Tool identifiers
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* Events
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* Callbacks
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Tool identifiers
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----------------
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A tool identifier is an integer and associated name.
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Tool identifiers are used to discourage tools from interfering with each
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other and to allow multiple tools to operate at the same time.
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Currently tools are completely independent and cannot be used to
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monitor each other. This restriction may be lifted in the future.
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Before registering or activating events, a tool should choose an identifier.
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Identifiers are integers in the range 0 to 5.
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Registering and using tools
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'''''''''''''''''''''''''''
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.. function:: use_tool_id(id: int, name: str) -> None
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Must be called before ``id`` can be used.
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``id`` must be in the range 0 to 5 inclusive.
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Raises a ``ValueError`` if ``id`` is in use.
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.. function:: free_tool_id(id: int) -> None
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Should be called once a tool no longer requires ``id``.
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.. function:: get_tool(id: int) -> str | None
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Returns the name of the tool if ``id`` is in use,
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otherwise it returns ``None``.
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``id`` must be in the range 0 to 5 inclusive.
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All IDs are treated the same by the VM with regard to events, but the
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following IDs are pre-defined to make co-operation of tools easier::
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sys.monitoring.DEBUGGER_ID = 0
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sys.monitoring.COVERAGE_ID = 1
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sys.monitoring.PROFILER_ID = 2
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sys.monitoring.OPTIMIZER_ID = 5
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There is no obligation to set an ID, nor is there anything preventing a tool
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from using an ID even it is already in use.
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However, tools are encouraged to use a unique ID and respect other tools.
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Events
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------
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The following events are supported:
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BRANCH
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A conditional branch is taken (or not).
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CALL
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A call in Python code (event occurs before the call).
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C_RAISE
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Exception raised from any callable, except Python functions (event occurs after the exit).
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C_RETURN
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Return from any callable, except Python functions (event occurs after the return).
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EXCEPTION_HANDLED
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An exception is handled.
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INSTRUCTION
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A VM instruction is about to be executed.
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JUMP
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An unconditional jump in the control flow graph is made.
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LINE
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An instruction is about to be executed that has a different line number from the preceding instruction.
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PY_RESUME
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Resumption of a Python function (for generator and coroutine functions), except for throw() calls.
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PY_RETURN
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Return from a Python function (occurs immediately before the return, the callee's frame will be on the stack).
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PY_START
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Start of a Python function (occurs immediately after the call, the callee's frame will be on the stack)
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PY_THROW
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A Python function is resumed by a throw() call.
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PY_UNWIND
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Exit from a Python function during exception unwinding.
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PY_YIELD
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Yield from a Python function (occurs immediately before the yield, the callee's frame will be on the stack).
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RAISE
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An exception is raised, except those that cause a ``STOP_ITERATION`` event.
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RERAISE
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An exception is re-raised, for example at the end of a ``finally`` block.
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STOP_ITERATION
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An artificial ``StopIteration`` is raised; see `the STOP_ITERATION event`_.
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More events may be added in the future.
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These events are attributes of the :mod:`!sys.monitoring.events` namespace.
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Each event is represented as a power-of-2 integer constant.
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To define a set of events, simply bitwise or the individual events together.
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For example, to specify both ``PY_RETURN`` and ``PY_START`` events, use the
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expression ``PY_RETURN | PY_START``.
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Events are divided into three groups:
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Local events
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''''''''''''
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Local events are associated with normal execution of the program and happen
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at clearly defined locations. All local events can be disabled.
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The local events are:
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* PY_START
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* PY_RESUME
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* PY_RETURN
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* PY_YIELD
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* CALL
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* LINE
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* INSTRUCTION
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* JUMP
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* BRANCH
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* STOP_ITERATION
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Ancillary events
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''''''''''''''''
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Ancillary events can be monitored like other events, but are controlled
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by another event:
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* C_RAISE
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* C_RETURN
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The ``C_RETURN`` and ``C_RAISE`` events are are controlled by the ``CALL``
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event. ``C_RETURN`` and ``C_RAISE`` events will only be seen if the
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corresponding ``CALL`` event is being monitored.
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Other events
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''''''''''''
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Other events are not necessarily tied to a specific location in the
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program and cannot be individually disabled.
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The other events that can be monitored are:
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* PY_THROW
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* PY_UNWIND
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* RAISE
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* EXCEPTION_HANDLED
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The STOP_ITERATION event
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''''''''''''''''''''''''
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:pep:`PEP 380 <380#use-of-stopiteration-to-return-values>`
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specifies that a ``StopIteration`` exception is raised when returning a value
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from a generator or coroutine. However, this is a very inefficient way to
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return a value, so some Python implementations, notably CPython 3.12+, do not
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raise an exception unless it would be visible to other code.
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To allow tools to monitor for real exceptions without slowing down generators
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and coroutines, the ``STOP_ITERATION`` event is provided.
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``STOP_ITERATION`` can be locally disabled, unlike ``RAISE``.
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Turning events on and off
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-------------------------
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In order to monitor an event, it must be turned on and a callback registered.
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Events can be turned on or off by setting the events either globally or
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for a particular code object.
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Setting events globally
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'''''''''''''''''''''''
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Events can be controlled globally by modifying the set of events being monitored.
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.. function:: get_events(tool_id: int) -> int
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Returns the ``int`` representing all the active events.
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.. function:: set_events(tool_id: int, event_set: int)
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Activates all events which are set in ``event_set``.
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Raises a ``ValueError`` if ``tool_id`` is not in use.
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No events are active by default.
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Per code object events
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''''''''''''''''''''''
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Events can also be controlled on a per code object basis.
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.. function:: get_local_events(tool_id: int, code: CodeType) -> int
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Returns all the local events for ``code``
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.. function:: set_local_events(tool_id: int, code: CodeType, event_set: int)
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Activates all the local events for ``code`` which are set in ``event_set``.
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Raises a ``ValueError`` if ``tool_id`` is not in use.
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Local events add to global events, but do not mask them.
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In other words, all global events will trigger for a code object,
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regardless of the local events.
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Disabling events
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''''''''''''''''
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Local events can be disabled for a specific code location by returning
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``sys.monitoring.DISABLE`` from a callback function. This does not change
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which events are set, or any other code locations for the same event.
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Disabling events for specific locations is very important for high
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performance monitoring. For example, a program can be run under a
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debugger with no overhead if the debugger disables all monitoring
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except for a few breakpoints.
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Registering callback functions
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------------------------------
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To register a callable for events call
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.. function:: register_callback(tool_id: int, event: int, func: Callable | None) -> Callable | None
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Registers the callable ``func`` for the ``event`` with the given ``tool_id``
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If another callback was registered for the given ``tool_id`` and ``event``,
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it is unregistered and returned.
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Otherwise ``register_callback`` returns ``None``.
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Functions can be unregistered by calling
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``sys.monitoring.register_callback(tool_id, event, None)``.
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Callback functions can be registered and unregistered at any time.
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Registering or unregistering a callback function will generate a ``sys.audit`` event.
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Callback function arguments
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'''''''''''''''''''''''''''
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When an active event occurs, the registered callback function is called.
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Different events will provide the callback function with different arguments, as follows:
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* ``PY_START`` and ``PY_RESUME``::
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func(code: CodeType, instruction_offset: int) -> DISABLE | Any
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* ``PY_RETURN`` and ``PY_YIELD``:
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``func(code: CodeType, instruction_offset: int, retval: object) -> DISABLE | Any``
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* ``CALL``, ``C_RAISE`` and ``C_RETURN``:
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``func(code: CodeType, instruction_offset: int, callable: object, arg0: object | MISSING) -> DISABLE | Any``
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If there are no arguments, ``arg0`` is set to ``MISSING``.
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* ``RAISE``, ``RERAISE``, ``EXCEPTION_HANDLED``, ``PY_UNWIND``, ``PY_THROW`` and ``STOP_ITERATION``:
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``func(code: CodeType, instruction_offset: int, exception: BaseException) -> DISABLE | Any``
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* ``LINE``:
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``func(code: CodeType, line_number: int) -> DISABLE | Any``
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* ``BRANCH`` and ``JUMP``:
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``func(code: CodeType, instruction_offset: int, destination_offset: int) -> DISABLE | Any``
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Note that the ``destination_offset`` is where the code will next execute.
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For an untaken branch this will be the offset of the instruction following
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the branch.
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* ``INSTRUCTION``:
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``func(code: CodeType, instruction_offset: int) -> DISABLE | Any``
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@ -1953,6 +1953,13 @@ always available.
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.. availability:: Windows.
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.. data:: monitoring
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:noindex:
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Namespace containing functions and constants for register callbacks
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and controlling monitoring events.
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See :mod:`sys.monitoring` for details.
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.. data:: _xoptions
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A dictionary of the various implementation-specific flags passed through
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@ -73,6 +73,8 @@ Interpreter improvements:
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* :ref:`whatsnew312-pep684`
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* :ref:`whatsnew312-pep669`
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New typing features:
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* :ref:`whatsnew312-pep688`
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@ -312,6 +314,19 @@ A Python API is anticipated for 3.13. (See :pep:`554`.)
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(Contributed by Eric Snow in :gh:`104210`, etc.)
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.. _whatsnew312-pep669:
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PEP 669: Low impact monitoring for CPython
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------------------------------------------
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CPython 3.12 now supports the ability to monitor calls,
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returns, lines, exceptions and other events using instrumentation.
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This means that you only pay for what you use, providing support
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for near-zero overhead debuggers and coverage tools.
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See :mod:`sys.monitoring` for details.
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New Features Related to Type Hints
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==================================
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