""" Find windows from a video with clip_ids. A window is defined by a [start_clip_idx, end_clip_idx] pair: For example, assuming clip_len = 2 seconds [0, 0] meaning a single clip window [0, 2] (seconds) [10, 19] meaning a 9 clip window [20, 40] (seconds) """ def convert_clip_ids_to_windows(clip_ids): """ Inverse function of convert_windows_to_clip_ids Args: clip_ids: list(int), each is a index of a clip, starting from 0 Returns: list(list(int)), each sublist contains two integers which are clip indices. [10, 19] meaning a 9 clip window [20, 40] (seconds), if each clip is 2 seconds. >>> test_clip_ids = [56, 57, 58, 59, 60, 61, 62] + [64, ] + [67, 68, 69, 70, 71] >>> convert_clip_ids_to_windows(test_clip_ids) [[56, 62], [64, 64], [67, 71]] """ windows = [] _window = [clip_ids[0], None] last_clip_id = clip_ids[0] for clip_id in clip_ids: if clip_id - last_clip_id > 1: # find gap _window[1] = last_clip_id windows.append(_window) _window = [clip_id, None] last_clip_id = clip_id _window[1] = last_clip_id windows.append(_window) return windows def convert_windows_to_clip_ids(windows): """ Inverse function of convert_clip_ids_to_windows Args: windows: list(list(int)), each sublist contains two integers which are clip indices. [10, 11] meaning a 9 clip window [20, 40] (seconds), if each clip is 2 seconds. Returns: clip_ids: list(int) >>> test_windows =[[56, 62], [64, 64], [67, 71]] >>> convert_windows_to_clip_ids(test_windows) [56, 57, 58, 59, 60, 61, 62] + [64, ] + [67, 68, 69, 70, 71] """ clip_ids = [] for w in windows: clip_ids += list(range(w[0], w[1]+1)) return clip_ids def convert_clip_window_to_seconds(window, clip_len=2): return [window[0] * clip_len, (window[1] + 1) * clip_len]