# Copyright (c) Meta Platforms, Inc. and affiliates. # # 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 # # http://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. import bisect from typing import Dict, List, Optional def find_closest(sorted_input_list: List[int], target: int) -> int: """ Find the closest value in a sorted list to a target value """ index = bisect.bisect_left(sorted_input_list, target) if index == 0: closest = sorted_input_list[0] elif index == len(sorted_input_list): closest = sorted_input_list[-1] else: before = sorted_input_list[index - 1] after = sorted_input_list[index] if abs(target - after) > abs(target - before): closest = before else: closest = after return closest def compute_frameset_for_timestamp( stream_timestamps_sorted: Dict[str, List[int]], target_timestamp: int, frameset_acceptable_time_diff: int, ) -> Dict[str, Optional[int]]: """ Compute the frameset for a given timestamp. The frameset consists of the closest timestamps for each stream that are within the acceptable time difference. Args: stream_timestamps_sorted: A dictionary containing lists of sorted timestamps indexed by str(StreamId). target_timestamp: The target timestamp to compute the frameset for. frameset_acceptable_time_diff: The maximum difference between the target timestamp and the closest timestamp in each stream. Returns: A dictionary of str(StreamId) to timestamps which defines a frameset at the target timestamp. """ stream_id_strs = list(stream_timestamps_sorted.keys()) frameset = {} for stream_id_str in stream_id_strs: closest_timestamp = find_closest( sorted_input_list=stream_timestamps_sorted[stream_id_str], target=target_timestamp, ) if abs(closest_timestamp - target_timestamp) < frameset_acceptable_time_diff: frameset[stream_id_str] = closest_timestamp else: frameset[stream_id_str] = None return frameset