import os import subprocess import tempfile import time import numpy as np from PIL import Image from genmo.lib.progress import get_new_progress_bar class Timer: def __init__(self): self.times = {} # Dictionary to store times per stage def __call__(self, name): print(f"Timing {name}") return self.TimerContextManager(self, name) def print_stats(self): total_time = sum(self.times.values()) # Print table header print("{:<20} {:>10} {:>10}".format("Stage", "Time(s)", "Percent")) for name, t in self.times.items(): percent = (t / total_time) * 100 if total_time > 0 else 0 print("{:<20} {:>10.2f} {:>9.2f}%".format(name, t, percent)) class TimerContextManager: def __init__(self, outer, name): self.outer = outer # Reference to the Timer instance self.name = name self.start_time = None def __enter__(self): self.start_time = time.perf_counter() return self def __exit__(self, exc_type, exc_value, traceback): end_time = time.perf_counter() elapsed = end_time - self.start_time self.outer.times[self.name] = self.outer.times.get(self.name, 0) + elapsed def save_video(final_frames, output_path): with tempfile.TemporaryDirectory() as tmpdir: frame_paths = [] for i, frame in enumerate(get_new_progress_bar(final_frames)): frame = (frame * 255).astype(np.uint8) frame_img = Image.fromarray(frame) frame_path = os.path.join(tmpdir, f"frame_{i:04d}.png") frame_img.save(frame_path) frame_paths.append(frame_path) frame_pattern = os.path.join(tmpdir, "frame_%04d.png") ffmpeg_cmd = f"ffmpeg -y -r 30 -i {frame_pattern} -vcodec libx264 -pix_fmt yuv420p {output_path}" try: subprocess.run(ffmpeg_cmd, shell=True, check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE) except subprocess.CalledProcessError as e: print(f"Error occurred while running ffmpeg:\n{e.stderr.decode()}")