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GH-103082: Document PEP-669: Low Impact Monitoring for CPython #107772
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Document sys.monitoring. First draft.
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.. toctree:: | ||
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sys.rst | ||
sys.monitoring.rst | ||
sysconfig.rst | ||
builtins.rst | ||
__main__.rst | ||
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:mod:`sys.monitoring` --- Execution event monitoring | ||
==================================================== | ||
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.. module:: sys.monitoring | ||
: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, | ||
not an independent module, so there is no need to | ||
``import sys.monitoring``, simply ``import sys`` and then use | ||
``sys.monitoring``. | ||
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This namespace provides access to the functions and constants necessary to | ||
activate and control event monitoring. | ||
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As programs execute, events occur that might be of interest to tools that | ||
monitor execution. The :mod:`!sys.monitoring` namespace provides means to | ||
receive callbacks when events of interest occur. | ||
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The monitoring API consists of three components: | ||
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* Tool identifiers | ||
* Events | ||
* Callbacks | ||
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Tool identifiers | ||
---------------- | ||
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A tool identifier is an integer and associated name. | ||
Tool identifiers are used to discourage tools from interfering with each | ||
other and to allow multiple tools to operate at the same time. | ||
Currently tools are completely independent and cannot be used to | ||
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. | ||
Identifiers are integers in the range 0 to 5. | ||
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Registering and using tools | ||
''''''''''''''''''''''''''' | ||
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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. | ||
``id`` must be in the range 0 to 5 inclusive. | ||
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, | ||
otherwise it returns ``None``. | ||
``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 | ||
following IDs are pre-defined to make co-operation of tools easier:: | ||
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sys.monitoring.DEBUGGER_ID = 0 | ||
sys.monitoring.COVERAGE_ID = 1 | ||
sys.monitoring.PROFILER_ID = 2 | ||
sys.monitoring.OPTIMIZER_ID = 5 | ||
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There is no obligation to set an ID, nor is there anything preventing a tool | ||
from using an ID even it is already in use. | ||
However, tools are encouraged to use a unique ID and respect other tools. | ||
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Events | ||
------ | ||
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The following events are supported: | ||
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BRANCH | ||
A conditional branch is taken (or not). | ||
CALL | ||
A call in Python code (event occurs before the call). | ||
C_RAISE | ||
Exception raised from any callable, except Python functions (event occurs after the exit). | ||
C_RETURN | ||
Return from any callable, except Python functions (event occurs after the return). | ||
EXCEPTION_HANDLED | ||
An exception is handled. | ||
INSTRUCTION | ||
A VM instruction is about to be executed. | ||
JUMP | ||
An unconditional jump in the control flow graph is made. | ||
LINE | ||
An instruction is about to be executed that has a different line number from the preceding instruction. | ||
PY_RESUME | ||
Resumption of a Python function (for generator and coroutine functions), except for throw() calls. | ||
PY_RETURN | ||
Return from a Python function (occurs immediately before the return, the callee's frame will be on the stack). | ||
PY_START | ||
Start of a Python function (occurs immediately after the call, the callee's frame will be on the stack) | ||
PY_THROW | ||
A Python function is resumed by a throw() call. | ||
PY_UNWIND | ||
Exit from a Python function during exception unwinding. | ||
PY_YIELD | ||
Yield from a Python function (occurs immediately before the yield, the callee's frame will be on the stack). | ||
RAISE | ||
An exception is raised, except those that cause a ``STOP_ITERATION`` event. | ||
RERAISE | ||
An exception is re-raised, for example at the end of a ``finally`` block. | ||
STOP_ITERATION | ||
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. | ||
Each event is represented as a power-of-2 integer constant. | ||
To define a set of events, simply bitwise or the individual events together. | ||
For example, to specify both ``PY_RETURN`` and ``PY_START`` events, use the | ||
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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Local events are associated with normal execution of the program and happen | ||
at clearly defined locations. All local events can be disabled. | ||
The local events are: | ||
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* PY_START | ||
* PY_RESUME | ||
* PY_RETURN | ||
* PY_YIELD | ||
* CALL | ||
* LINE | ||
* INSTRUCTION | ||
* JUMP | ||
* BRANCH | ||
* STOP_ITERATION | ||
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Ancillary events | ||
'''''''''''''''' | ||
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Ancillary events can be monitored like other events, but are controlled | ||
by another event: | ||
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* C_RAISE | ||
* C_RETURN | ||
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The ``C_RETURN`` and ``C_RAISE`` events are are controlled by the ``CALL`` | ||
event. ``C_RETURN`` and ``C_RAISE`` events will only be seen if the | ||
corresponding ``CALL`` event is being monitored. | ||
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Other events | ||
'''''''''''' | ||
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Other events are not necessarily tied to a specific location in the | ||
program and cannot be individually disabled. | ||
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The other events that can be monitored are: | ||
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* PY_THROW | ||
* PY_UNWIND | ||
* RAISE | ||
* EXCEPTION_HANDLED | ||
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The STOP_ITERATION event | ||
'''''''''''''''''''''''' | ||
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:pep:`PEP 380 <380#use-of-stopiteration-to-return-values>` | ||
specifies that a ``StopIteration`` exception is raised when returning a value | ||
from a generator or coroutine. However, this is a very inefficient way to | ||
return a value, so some Python implementations, notably CPython 3.12+, do not | ||
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 | ||
and coroutines, the ``STOP_ITERATION`` event is provided. | ||
``STOP_ITERATION`` can be locally disabled, unlike ``RAISE``. | ||
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Turning events on and off | ||
------------------------- | ||
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In order to monitor an event, it must be turned on and a callback registered. | ||
Events can be turned on or off by setting the events either globally or | ||
for a particular code object. | ||
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Setting events globally | ||
''''''''''''''''''''''' | ||
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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``. | ||
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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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``. | ||
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. | ||
In other words, all global events will trigger for a code object, | ||
regardless of the local events. | ||
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Disabling events | ||
'''''''''''''''' | ||
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Local events can be disabled for a specific code location by returning | ||
``sys.monitoring.DISABLE`` from a callback function. This does not change | ||
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 | ||
performance monitoring. For example, a program can be run under a | ||
debugger with no overhead if the debugger disables all monitoring | ||
except for a few breakpoints. | ||
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Registering callback functions | ||
------------------------------ | ||
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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``, | ||
it is unregistered and returned. | ||
Otherwise ``register_callback`` returns ``None``. | ||
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Functions can be unregistered by calling | ||
``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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When an active event occurs, the registered callback function is called. | ||
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. | ||
For an untaken branch this will be the offset of the instruction following | ||
the branch. | ||
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* ``INSTRUCTION``: | ||
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``func(code: CodeType, instruction_offset: int) -> DISABLE | Any`` | ||
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