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interval_trigger.py
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72 lines (58 loc) · 2.25 KB
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# coding=utf-8
# Copyright 2020 The TF-Agents 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.
"""Utility that Triggers every n calls."""
from typing import Callable
from absl import logging
class IntervalTrigger(object):
"""Triggers on every fixed interval.
Note that as long as the >= `interval` number of steps have passed since the
last trigger, the event gets triggered. The current value is not necessarily
`interval` steps away from the last triggered value.
"""
def __init__(self, interval: int, fn: Callable[[], None], start: int = 0):
"""Constructs the IntervalTrigger.
Args:
interval: The triggering interval.
fn: callable with no arguments that gets triggered.
start: An initial value for the trigger.
"""
self._interval = interval
self._original_start_value = start
self._last_trigger_value = start
self._fn = fn
if self._interval <= 0:
logging.info(
'IntervalTrigger will not be triggered because interval is set to %d',
self._interval,
)
def __call__(self, value: int, force_trigger: bool = False) -> None:
"""Maybe trigger the event based on the interval.
Args:
value: the value for triggering.
force_trigger: If True, the trigger will be forced triggered unless the
last trigger value is equal to `value`.
"""
if self._interval <= 0:
return
if (force_trigger and value != self._last_trigger_value) or (
value >= self._last_trigger_value + self._interval
):
self._last_trigger_value = value
self._fn()
def reset(self) -> None:
"""Resets the trigger interval."""
self._last_trigger_value = self._original_start_value
def set_start(self, start: int) -> None:
self._last_trigger_value = start