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此仓库是为了提升国内下载速度的镜像仓库,每日同步一次。 原始仓库: https://github.com/google/JAX
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monitoring.py 5.50 KB
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# Copyright 2022 The JAX Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Utilities for instrumenting code.
Code points can be marked as a named event. Every time an event is reached
during program execution, the registered listeners will be invoked.
A typical listener callback is to send an event to a metrics collector for
aggregation/exporting.
"""
from __future__ import annotations
from typing import Protocol
class EventListenerWithMetadata(Protocol):
def __call__(self, event: str, **kwargs: str | int) -> None:
...
class EventDurationListenerWithMetadata(Protocol):
def __call__(self, event: str, duration_secs: float,
**kwargs: str | int) -> None:
...
class EventTimeSpanListenerWithMetadata(Protocol):
def __call__(
self, event: str, start_time: float, end_time: float, **kwargs: str | int
) -> None:
...
class ScalarListenerWithMetadata(Protocol):
def __call__(
self, event: str, value: float | int, **kwargs: str | int,
) -> None:
...
_event_listeners: list[EventListenerWithMetadata] = []
_event_duration_secs_listeners: list[EventDurationListenerWithMetadata] = []
_event_time_span_listeners: list[EventTimeSpanListenerWithMetadata] = []
_scalar_listeners: list[ScalarListenerWithMetadata] = []
def record_event(event: str, **kwargs: str | int) -> None:
"""Record an event.
If **kwargs are specified, all of the named arguments have to be passed in the
same order across all invocations of this method for the same event.
"""
for callback in _event_listeners:
callback(event, **kwargs)
def record_event_duration_secs(event: str, duration: float,
**kwargs: str | int) -> None:
"""Record an event duration in seconds (float).
If **kwargs are specified, all of the named arguments have to be passed in the
same order across all invocations of this method for the same event.
"""
for callback in _event_duration_secs_listeners:
callback(event, duration, **kwargs)
def record_event_time_span(
event: str, start_time: float, end_time: float, **kwargs: str | int
) -> None:
"""Record an event start and end time in seconds (float)."""
for callback in _event_time_span_listeners:
callback(event, start_time, end_time, **kwargs)
def record_scalar(
event: str, value: float | int, **kwargs: str | int
) -> None:
"""Record a scalar summary value."""
for callback in _scalar_listeners:
callback(event, value, **kwargs)
def register_event_listener(
callback: EventListenerWithMetadata,
) -> None:
"""Register a callback to be invoked during record_event()."""
_event_listeners.append(callback)
def register_event_time_span_listener(
callback: EventTimeSpanListenerWithMetadata,
) -> None:
"""Register a callback to be invoked during record_event_time_span()."""
_event_time_span_listeners.append(callback)
def register_event_duration_secs_listener(
callback : EventDurationListenerWithMetadata) -> None:
"""Register a callback to be invoked during record_event_duration_secs()."""
_event_duration_secs_listeners.append(callback)
def register_scalar_listener(
callback : ScalarListenerWithMetadata,
) -> None:
"""Register a callback to be invoked during record_scalar()."""
_scalar_listeners.append(callback)
def get_event_duration_listeners() -> list[EventDurationListenerWithMetadata]:
"""Get event duration listeners."""
return list(_event_duration_secs_listeners)
def get_event_time_span_listeners() -> list[EventTimeSpanListenerWithMetadata]:
"""Get event time span listeners."""
return list(_event_time_span_listeners)
def get_event_listeners() -> list[EventListenerWithMetadata]:
"""Get event listeners."""
return list(_event_listeners)
def get_scalar_listeners() -> list[ScalarListenerWithMetadata]:
"""Get scalar event listeners."""
return list(_scalar_listeners)
def clear_event_listeners():
"""Clear event listeners."""
global _event_listeners, _event_duration_secs_listeners, _event_time_span_listeners
_event_listeners = []
_event_duration_secs_listeners = []
_event_time_span_listeners = []
_scalar_listeners = []
def unregister_event_duration_listener(
callback: EventDurationListenerWithMetadata,
) -> None:
"""Unregister an event duration listener by callback."""
assert callback in _event_duration_secs_listeners
_event_duration_secs_listeners.remove(callback)
def unregister_event_time_span_listener(
callback: EventTimeSpanListenerWithMetadata,
) -> None:
"""Unregister an event time span listener by callback."""
assert callback in _event_time_span_listeners
_event_time_span_listeners.remove(callback)
def unregister_event_listener(
callback: EventListenerWithMetadata,
) -> None:
"""Unregister an event listener by callback."""
assert callback in _event_listeners
_event_listeners.remove(callback)
def unregister_scalar_listener(
callback: ScalarListenerWithMetadata,
) -> None:
"""Unregister a scalar event listener by callback."""
assert callback in _scalar_listeners
_scalar_listeners.remove(callback)
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