From f8ea4059cdf8b58dc4fc701267dee6df543ea19d Mon Sep 17 00:00:00 2001 From: Andrii Klymchuk Date: Thu, 12 Dec 2024 13:37:30 +0100 Subject: [PATCH 1/4] Script for processing a video and generating SECTIONED_V2 artifcats for read-only item registration --- darwin/generate_video_artifacts.py | 742 +++++++++++++++++++++++++++++ 1 file changed, 742 insertions(+) create mode 100644 darwin/generate_video_artifacts.py diff --git a/darwin/generate_video_artifacts.py b/darwin/generate_video_artifacts.py new file mode 100644 index 000000000..5707f590e --- /dev/null +++ b/darwin/generate_video_artifacts.py @@ -0,0 +1,742 @@ +#!/usr/bin/env python3 +import argparse +import json +import os +import re +import subprocess +from pathlib import Path +from typing import Dict, List, Optional, Tuple + + +def log(message: str, quiet: bool = False) -> None: + """Print message if quiet mode is not enabled""" + if not quiet: + print(message) + + +def check_ffmpeg_version(): + """ + Check if FFmpeg version 5 is installed. + Raises RuntimeError if FFmpeg is not found or version is different. + """ + try: + result = subprocess.run(["ffmpeg", "-version"], capture_output=True, text=True) + version_line = result.stdout.split("\n")[0] + # Extract major version number (e.g., "ffmpeg version 5.1.2" -> "5") + version_match = re.search(r"ffmpeg version (\d+)", version_line) + if not version_match: + raise RuntimeError("Could not determine FFmpeg version") + + major_version = int(version_match.group(1)) + if major_version != 5: + raise RuntimeError( + f"FFmpeg version 5 required, found version {major_version}" + ) + + except FileNotFoundError: + raise RuntimeError("FFmpeg not found. Please install FFmpeg version 5") + + +def generate_video_artifacts( + source_file: str, + desired_fps: float, + output_dir: str, + storage_key_prefix: str, + segment_length: int = 2, + quiet: bool = False, +) -> Dict: + """ + Generate video artifacts including segments, thumbnails, frames and manifest. + + Args: + source_file: Path to source video file + desired_fps: Desired frames per second (0.0 for native fps) + output_dir: Directory to store generated artifacts + storage_key_prefix: Prefix for storage keys + segment_length: Length of each segment in seconds + quiet: If True, suppress progress output + + Returns: + Dict containing metadata and paths to generated artifacts + """ + dirs = create_directories(output_dir) + + repaired, source_file = maybe_repair_video(source_file, dirs["base_dir"], quiet) + + storage_key_prefix = storage_key_prefix.strip("/") + + log("\nExtracting video metadata...", quiet) + + metadata = get_video_metadata(source_file) + native_fps = float(metadata["native_fps"]) + downsampling_step = ( + round(max(native_fps / desired_fps, 1.0), 4) if desired_fps > 0 else 1.0 + ) + source_file_size = os.path.getsize(source_file) + + log(f"\nVideo resolution: {metadata['width']}x{metadata['height']}", quiet) + log(f"Native FPS: {native_fps}", quiet) + log(f"Downsampling step: {downsampling_step}", quiet) + log(f"Source file size: {source_file_size} bytes", quiet) + + log("\nExtracting video segments...", quiet) + + segments_metadata = extract_segments( + source_file=source_file, dirs=dirs, segment_length=segment_length + ) + + log("\nExtracting frames...", quiet) + + extract_frames(source_file, dirs["sections"], downsampling_step) + + log("\nCreating frames manifest...", quiet) + + manifest_metadata = create_frames_manifest( + source_file=source_file, + segments_dir=dirs["segments_high"], + downsampling_step=downsampling_step, + manifest_path=os.path.join(dirs["base_dir"], "frames_manifest.txt"), + ) + + log("\nExtracting thumbnail...", quiet) + + extract_thumbnail( + source_file=source_file, + output_path=os.path.join(dirs["base_dir"], "thumbnail.jpg"), + total_frames=manifest_metadata["total_frames"], + ) + + log("\nProcessing segment indices...", quiet) + + hq_hls_index = get_hls_index_with_storage_urls( + dirs["segments_high"], f"{storage_key_prefix}/segments/high" + ) + lq_hls_index = get_hls_index_with_storage_urls( + dirs["segments_low"], f"{storage_key_prefix}/segments/low" + ) + + log("\nGenerating storage keys...", quiet) + + storage_keys = create_storage_keys(storage_key_prefix, dirs) + + # Prepare final metadata + result_metadata = { + "repaired": repaired, + "source_file": source_file, + "registration_payload": { + "type": "video", + "width": metadata["width"], + "height": metadata["height"], + "native_fps": metadata["native_fps"], + "fps": desired_fps, + "visible_frames": manifest_metadata["visible_frames"], + "total_frames": manifest_metadata["total_frames"], + # After item registration with this payload, + # DARWIN will use storage keys from HLS indexes and fields defined below + # to create signed URLs and fetch files from storage. + # Make sure you use the correct storage key prefix. + "hls_segments": { + "high_quality": { + "index": hq_hls_index, + "bitrate": segments_metadata["bitrates"]["high"], + }, + "low_quality": { + "index": lq_hls_index, + "bitrate": segments_metadata["bitrates"]["low"], + }, + }, + "storage_sections_key_prefix": storage_keys["storage_sections_key_prefix"], + "storage_frames_manifest_key": storage_keys["storage_frames_manifest_key"], + "storage_thumbnail_key": storage_keys["storage_thumbnail_key"], + "total_size_bytes": source_file_size, + # To complete registration payload, add the following fields: + # 'name' - name of the file on DARWIN + # 'path' - path to the file on DARWIN + # 'storage_key' - storage key for the source file + }, + # This array must be used to upload all generated files to storage + "uploads_mappings": storage_keys["uploads_mappings"], + } + + log("\nSaving metadata...", quiet) + + with open(os.path.join(dirs["base_dir"], "metadata.json"), "w") as f: + json.dump(result_metadata, f, indent=2) + + return result_metadata + + +def create_directories(base_dir: str) -> Dict[str, str]: + """Create required directory structure for artifacts""" + + paths = { + "base_dir": base_dir, + "segments": os.path.join(base_dir, "segments"), + "sections": os.path.join(base_dir, "sections"), + } + + # Create high/low quality segment dirs + paths["segments_high"] = os.path.join(paths["segments"], "high") + paths["segments_low"] = os.path.join(paths["segments"], "low") + + for path in paths.values(): + os.makedirs(path, exist_ok=True) + + return paths + + +def maybe_repair_video( + source_file: str, output_dir: str, quiet: bool = False +) -> Tuple[bool, str]: + """ + Attempt to repair video if errors are detected. + + Args: + source_file: Path to source video file + output_dir: Directory to store repaired video if needed + quiet: If True, suppress progress output + """ + log(f"Checking video for errors: {source_file}", quiet) + errors = check_video_for_errors(source_file) + if errors: + errors_list = errors.split("\n") + first_three = "\n".join(errors_list[:3]) + log(f"Video contains errors:\n{first_three}\n...", quiet) + log("Attempting to repair video...", quiet) + repaired_file = attempt_video_repair(source_file, output_dir, quiet) + log(f"Video repaired successfully: {repaired_file}", quiet) + return (True, repaired_file) + else: + log("No errors detected, proceeding with original video", quiet) + return (False, source_file) + + +def check_video_for_errors(source_file: str) -> str: + """ + Check if video file has any errors using FFmpeg error detection. + + Args: + source_file: Path to source video file + + Returns: + str: Error message if errors were detected, empty string otherwise + """ + cmd = [ + "ffmpeg", + "-err_detect", + "explode", + "-xerror", + "-v", + "error", + "-i", + source_file, + "-f", + "null", + "-", + ] + + result = subprocess.run(cmd, capture_output=True, text=True) + return result.stderr.strip() + + +def attempt_video_repair(source_file: str, output_dir: str, quiet: bool = False) -> str: + """ + Attempt to repair corrupted video by re-encoding it using hardware acceleration if available. + + Args: + source_file: Path to source video file + output_dir: Directory to store repaired video + quiet: If True, suppress progress output + + Returns: + str: Path to repaired video file + """ + output_file = os.path.join(output_dir, f"repaired_{os.path.basename(source_file)}") + + try: + # First try hardware accelerated encoding (H265) + cmd = [ + "ffmpeg", + "-y", + "-fflags", + "discardcorrupt+genpts", + "-vaapi_device", + "/dev/dri/renderD128", + "-i", + source_file, + "-vf", + "format=nv12,hwupload", + "-c:v", + "hevc_vaapi", + "-c:a", + "copy", + "-vsync", + "cfr", + output_file, + ] + subprocess.run(cmd, check=True, capture_output=True) + return output_file + except subprocess.CalledProcessError: + log( + "Hardware acceleration with H265 failed, falling back to software encoding with H264", + quiet, + ) + + cmd = [ + "ffmpeg", + "-y", + "-fflags", + "discardcorrupt+genpts", + "-i", + source_file, + "-c:v", + "libx264", + "-c:a", + "copy", + "-vsync", + "cfr", + output_file, + ] + subprocess.run(cmd, check=True, capture_output=True) + return output_file + + +def count_frames(source_file: str) -> int: + cmd = [ + "ffprobe", + "-v", + "error", + "-select_streams", + "v:0", + "-count_frames", + "-show_entries", + "stream=nb_read_frames", + "-of", + "json", + source_file, + ] + result = subprocess.run(cmd, capture_output=True, text=True) + return int(json.loads(result.stdout)["streams"][0]["nb_read_frames"]) + + +def get_video_metadata(source_file: str) -> Dict: + """Extract video metadata using ffprobe""" + cmd = [ + "ffprobe", + "-v", + "error", + "-select_streams", + "v:0", + "-show_entries", + "stream=width,height,avg_frame_rate,duration", + "-of", + "json", + source_file, + ] + + result = subprocess.run(cmd, capture_output=True, text=True) + data = json.loads(result.stdout)["streams"][0] + + # Try to calculate native fps from avg_frame_rate first + try: + num, den = map(int, data["avg_frame_rate"].split("/")) + if den > 0: + native_fps = num / den + else: + native_fps = 0.0 + except (ValueError, ZeroDivisionError): + native_fps = 0.0 + + # If avg_frame_rate calculation failed, try calculating from frame count and duration + if native_fps == 0.0: + duration = float(data["duration"]) + total_frames = count_frames(source_file) + native_fps = round(total_frames / duration, 2) + + return { + "width": int(data["width"]), + "height": int(data["height"]), + "native_fps": native_fps, + } + + +def calculate_avg_bitrate(index_data: str, segments: List[str]) -> Optional[float]: + """ + Calculate average bitrate from HLS segments. + Returns None if no valid segments found. + """ + bitrates = [] + + # Parse durations from index file + durations = [] + for line in index_data.splitlines(): + if line.startswith("#EXTINF:"): + try: + duration = float(line.split(":")[1].split(",")[0]) + durations.append(duration) + except (IndexError, ValueError): + continue + + # Calculate bitrates for each segment + for duration, segment in zip(durations, segments): + try: + if duration > 0: + size = os.path.getsize(segment) + # Convert bytes to bits and divide by duration to get bits per second + bitrate = (size * 8) / duration + bitrates.append(bitrate) + except (OSError, ZeroDivisionError): + continue + + # Calculate average bitrate if we have valid measurements + if bitrates: + return sum(bitrates) / len(bitrates) + return None + + +def extract_segments(source_file: str, dirs: Dict, segment_length: int) -> Dict: + """ + Extract HLS segments in high and low quality + Returns segment info and frame counts per segment + """ + qualities = { + "high": {"crf": 23, "gop": 15}, + "low": { + "crf": 40, + "gop": 15, + "scale": "-2:'if(gt(ih,720),max(ceil(ih/4)*2,720),ih)'", + }, + } + + bitrates = {} + + for quality, opts in qualities.items(): + quality_dir = dirs["segments_" + quality] + segment_pattern = os.path.join(quality_dir, "%09d.ts") + index_path = os.path.join(quality_dir, "index.m3u8") + + # Build ffmpeg command + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "error", + "-i", + source_file, + "-c:v", + "libx264", + "-crf", + str(opts["crf"]), + "-g", + str(opts["gop"]), + "-f", + "hls", + "-hls_time", + str(segment_length), + "-hls_list_size", + "0", + "-start_number", + "0", + "-hls_segment_filename", + segment_pattern, + "-vsync", + "passthrough", + "-max_muxing_queue_size", + "1024", + ] + + # Add scale filter for low quality + if "scale" in opts: + cmd.extend(["-vf", f"scale={opts['scale']}"]) + + cmd.append(index_path) + + subprocess.run(cmd, check=True) + + # Read index file and calculate bitrate + with open(index_path) as f: + index_data = f.read() + segments = sorted(Path(quality_dir).glob("*.ts")) + bitrate = calculate_avg_bitrate(index_data, [str(s) for s in segments]) + bitrates[quality] = bitrate + + return {"bitrates": bitrates} + + +def extract_thumbnail(source_file: str, output_path: str, total_frames: int) -> str: + """Extract thumbnail from middle frame""" + middle_frame = total_frames // 2 + + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "error", + "-i", + source_file, + "-vf", + f"select=gte(n\\,{middle_frame}),scale=w=356:h=200:force_original_aspect_ratio=decrease", + "-vframes", + "1", + "-y", + output_path, + ] + + subprocess.run(cmd, check=True) + return output_path + + +def get_frames_timestamps(source_file: str) -> List[float]: + """Get frame timestamps using ffmpeg showinfo filter""" + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "info", + "-i", + source_file, + "-vsync", + "passthrough", + "-vf", + "showinfo", + "-f", + "null", + "-", + ] + + result = subprocess.run(cmd, capture_output=True, text=True) + + # Parse timestamps from stderr + frames = [] + for line in result.stderr.splitlines(): + if "pts_time:" in line: + pts_time = line.split("pts_time:")[1].split()[0] + frames.append(float(pts_time)) + + return frames + + +def extract_frames(source_file: str, output_dir: str, downsampling_step: float): + """Extract frames using ffmpeg with optional downsampling""" + frame_pattern = os.path.join(output_dir, "%09d.png") + + if downsampling_step > 1: + # Use select filter to precisely control what frames are extracted + # This matches the frame selection logic in the manifest + select_expr = f"select='eq(trunc(trunc((n+1)/{downsampling_step})*{downsampling_step})\\,n)'" + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "error", + "-i", + source_file, + "-vsync", + "passthrough", + "-vf", + select_expr, + "-f", + "image2", + frame_pattern, + ] + else: + # Extract all frames when no downsampling needed + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "error", + "-i", + source_file, + "-vsync", + "passthrough", + "-f", + "image2", + frame_pattern, + ] + + subprocess.run(cmd, check=True) + + +def get_segment_frame_counts(segments_dir: str) -> List[int]: + """Get frame counts for each segment in order""" + segments = sorted(Path(segments_dir).glob("*.ts")) + segment_frame_counts = [] + for segment in segments: + count = count_frames(str(segment)) + segment_frame_counts.append(count) + return segment_frame_counts + + +def create_frames_manifest( + source_file: str, segments_dir: str, downsampling_step: float, manifest_path: str +) -> Dict: + """ + Create frames manifest mapping frames to segments + Format: FRAME_NO_IN_SEGMENT:SEGMENT_NO:VISIBILITY_FLAG:TIMESTAMP + """ + frames_timestamps = get_frames_timestamps(source_file) + segment_frame_counts = get_segment_frame_counts(segments_dir) + + file_lines = [] + visible_frames = 0 + frame_no = 0 + segment_no = 0 + frame_no_segment = 0 + + for frame_timestamp in frames_timestamps: + # Check if frame should be visible based on downsampling + next_visible_frame = int(visible_frames * downsampling_step) + visibility = 1 if frame_no == next_visible_frame else 0 + + if visibility == 1: + visible_frames += 1 + + # Move to next segment if current is full + if frame_no_segment >= segment_frame_counts[segment_no]: + segment_no += 1 + frame_no_segment = 0 + + # Create manifest line + line = f"{frame_no_segment}:{segment_no}:{visibility}:{frame_timestamp}" + file_lines.append(line) + + frame_no += 1 + frame_no_segment += 1 + + with open(manifest_path, "w") as f: + f.write("\n".join(file_lines)) + + return {"visible_frames": visible_frames, "total_frames": frame_no} + + +def get_hls_index_with_storage_urls(segments_dir: str, storage_key_prefix: str) -> str: + """ + Replaces relative paths in HLS index file by storage keys. + """ + index_path = os.path.join(segments_dir, "index.m3u8") + with open(index_path, "r") as f: + content = f.read() + return re.sub( + r"^(.*\.ts)$", + lambda m: f"{storage_key_prefix}/{m.group(1)}", + content, + flags=re.MULTILINE, + ) + + +def create_storage_keys(storage_key_prefix: str, dirs: Dict) -> Dict: + """Create storage keys for all generated files for further upload""" + uploads_mappings = [] + + def add_mapping(local_path: str, storage_key: str): + uploads_mappings.append({"local_path": local_path, "storage_key": storage_key}) + + # Add mappings for all generated files + # Manifest + manifest_path = os.path.join(dirs["base_dir"], "frames_manifest.txt") + storage_frames_manifest_key = f"{storage_key_prefix}/frames_manifest.txt" + add_mapping(manifest_path, storage_frames_manifest_key) + + # Thumbnail + thumbnail_path = os.path.join(dirs["base_dir"], "thumbnail.jpg") + storage_thumbnail_key = f"{storage_key_prefix}/thumbnail.jpg" + add_mapping(thumbnail_path, storage_thumbnail_key) + + # Segments + storage_hq_segments_key_prefix = f"{storage_key_prefix}/segments/high" + for segment in Path(dirs["segments_high"]).glob("*.ts"): + add_mapping(str(segment), f"{storage_hq_segments_key_prefix}/{segment.name}") + + storage_lq_segments_key_prefix = f"{storage_key_prefix}/segments/low" + for segment in Path(dirs["segments_low"]).glob("*.ts"): + add_mapping(str(segment), f"{storage_lq_segments_key_prefix}/{segment.name}") + + # Frame sections + storage_sections_key_prefix = f"{storage_key_prefix}/sections" + for frame in Path(dirs["sections"]).glob("*.png"): + add_mapping(str(frame), f"{storage_sections_key_prefix}/{frame.name}") + + return { + "uploads_mappings": uploads_mappings, + "storage_frames_manifest_key": storage_frames_manifest_key, + "storage_thumbnail_key": storage_thumbnail_key, + "storage_sections_key_prefix": storage_sections_key_prefix, + } + + +def main(): + """CLI entrypoint for video artifacts generation""" + parser = argparse.ArgumentParser( + description="Generate video artifacts (segments, sections, thumbnail, frames manifest)", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + + parser.add_argument("input_file", help="Path to input video file") + + parser.add_argument( + "-k", + "--storage-key-prefix", + help="Storage key prefix for generated files", + required=True, + ) + + parser.add_argument( + "-o", "--output-dir", help="Output directory for artifacts", required=True + ) + + parser.add_argument( + "-f", + "--fps", + help="Desired output FPS (0.0 for native)", + type=float, + default=0.0, + ) + + parser.add_argument( + "-s", + "--segment-length", + help="Length of each segment in seconds", + type=int, + default=2, + ) + + parser.add_argument("--quiet", help="Suppress progress output", action="store_true") + + args = parser.parse_args() + + if not os.path.isfile(args.input_file): + parser.error(f"Input file does not exist: {args.input_file}") + + check_ffmpeg_version() + + try: + log(f"Processing {args.input_file}...", args.quiet) + log(f"Output directory: {args.output_dir}", args.quiet) + log(f"Target FPS: {'native' if args.fps == 0 else args.fps}", args.quiet) + log(f"Segment length: {args.segment_length}s", args.quiet) + log(f"Storage path prefix: {args.storage_key_prefix}", args.quiet) + log("Starting artifact generation...", args.quiet) + + generate_video_artifacts( + source_file=args.input_file, + desired_fps=args.fps, + output_dir=args.output_dir, + storage_key_prefix=args.storage_key_prefix, + segment_length=args.segment_length, + quiet=args.quiet, + ) + + log("\nProcessing complete!", args.quiet) + log(f"Metadata: {os.path.join(args.output_dir, 'metadata.json')}", args.quiet) + + except subprocess.CalledProcessError as e: + parser.error( + f"FFmpeg/FFprobe error: {e.stderr.decode() if e.stderr else str(e)}" + ) + except Exception as e: + parser.error(f"Processing failed: {str(e)}") + + +if __name__ == "__main__": + main() From c85282fd8e1568a8d2d5acffb4a0ed75d2ab43f5 Mon Sep 17 00:00:00 2001 From: Andrii Klymchuk Date: Mon, 20 Jan 2025 21:42:43 +0100 Subject: [PATCH 2/4] Add audio peaks extraction --- darwin/generate_video_artifacts.py | 93 ++++++++++++++++++++++++++++++ 1 file changed, 93 insertions(+) diff --git a/darwin/generate_video_artifacts.py b/darwin/generate_video_artifacts.py index 5707f590e..660a977f5 100644 --- a/darwin/generate_video_artifacts.py +++ b/darwin/generate_video_artifacts.py @@ -1,5 +1,6 @@ #!/usr/bin/env python3 import argparse +import gzip import json import os import re @@ -106,6 +107,10 @@ def generate_video_artifacts( total_frames=manifest_metadata["total_frames"], ) + log("\nExtracting audio peaks...", quiet) + + maybe_extract_audio_peaks(source_file, dirs["base_dir"], quiet) + log("\nProcessing segment indices...", quiet) hq_hls_index = get_hls_index_with_storage_urls( @@ -155,9 +160,17 @@ def generate_video_artifacts( # 'storage_key' - storage key for the source file }, # This array must be used to upload all generated files to storage + "uploads_prefix": storage_key_prefix, "uploads_mappings": storage_keys["uploads_mappings"], } + # Add audio peaks key if audio was extracted + # Must be uploaded with Content-Encoding gzip + if storage_keys["storage_audio_peaks_key"]: + result_metadata["registration_payload"]["storage_audio_peaks_key"] = ( + storage_keys["storage_audio_peaks_key"] + ) + log("\nSaving metadata...", quiet) with open(os.path.join(dirs["base_dir"], "metadata.json"), "w") as f: @@ -529,8 +542,12 @@ def extract_frames(source_file: str, output_dir: str, downsampling_step: float): "-hide_banner", "-v", "error", + "-start_number", + "0", "-i", source_file, + "-start_number", + "0", "-vsync", "passthrough", "-vf", @@ -548,6 +565,8 @@ def extract_frames(source_file: str, output_dir: str, downsampling_step: float): "error", "-i", source_file, + "-start_number", + "0", "-vsync", "passthrough", "-f", @@ -625,6 +644,72 @@ def get_hls_index_with_storage_urls(segments_dir: str, storage_key_prefix: str) ) +def maybe_extract_audio_peaks( + source_file: str, output_dir: str, quiet: bool +) -> Optional[str]: + """ + Extract audio peaks from video file and gzip the result. + Returns path to the gzipped peaks file if audio stream exists, None otherwise. + """ + # First check if audio stream exists + cmd = [ + "ffprobe", + "-v", + "error", + "-select_streams", + "a", + "-show_entries", + "stream=codec_type", + "-of", + "json", + source_file, + ] + result = subprocess.run(cmd, capture_output=True, text=True) + data = json.loads(result.stdout) + + if not data.get("streams"): + log("No audio streams found", quiet) + return None + + raw_output_path = os.path.join(output_dir, "audio_peaks.raw") + gzipped_output_path = os.path.join(output_dir, "audio_peaks.gz") + + cmd = [ + "ffmpeg", + "-hide_banner", + "-v", + "error", + "-i", + source_file, + "-map", + "0:a:0", + "-ac", + "1", + "-af", + "aresample=1000,asetnsamples=1", + "-f", + "u8", + raw_output_path, + ] + + try: + subprocess.run(cmd, check=True) + # Gzip the output file + with open(raw_output_path, "rb") as f_in: + with gzip.open(gzipped_output_path, "wb") as f_out: + f_out.writelines(f_in) + # Remove the raw file + os.remove(raw_output_path) + return gzipped_output_path + except (subprocess.CalledProcessError, OSError): + log("Failed to extract audio peaks", quiet) + if os.path.exists(raw_output_path): + os.remove(raw_output_path) + if os.path.exists(gzipped_output_path): + os.remove(gzipped_output_path) + return None + + def create_storage_keys(storage_key_prefix: str, dirs: Dict) -> Dict: """Create storage keys for all generated files for further upload""" uploads_mappings = [] @@ -657,11 +742,19 @@ def add_mapping(local_path: str, storage_key: str): for frame in Path(dirs["sections"]).glob("*.png"): add_mapping(str(frame), f"{storage_sections_key_prefix}/{frame.name}") + # Audio peaks + storage_audio_peaks_key = None + audio_peaks_path = os.path.join(dirs["base_dir"], "audio_peaks.gz") + if os.path.exists(audio_peaks_path): + storage_audio_peaks_key = f"{storage_key_prefix}/audio_peaks.gz" + add_mapping(audio_peaks_path, storage_audio_peaks_key) + return { "uploads_mappings": uploads_mappings, "storage_frames_manifest_key": storage_frames_manifest_key, "storage_thumbnail_key": storage_thumbnail_key, "storage_sections_key_prefix": storage_sections_key_prefix, + "storage_audio_peaks_key": storage_audio_peaks_key, } From 743217bde16c30296645cf55a729fc039bba43f2 Mon Sep 17 00:00:00 2001 From: Andrii Klymchuk Date: Mon, 27 Jan 2025 01:16:53 +0100 Subject: [PATCH 3/4] improve script --- .gitignore | 1 - Dockerfile | 1 + README.md | 21 +- darwin/cli.py | 12 + darwin/cli_functions.py | 41 +- darwin/extractor/__init__.py | 1 + .../video.py} | 445 +++++++----------- darwin/options.py | 53 +++ tests/darwin/cli_functions_test.py | 37 +- tests/darwin/data/test_video.mp4 | Bin 0 -> 61859 bytes tests/darwin/data/test_video_corrupted.mp4 | Bin 0 -> 61859 bytes tests/darwin/data/test_video_with_audio.mp4 | Bin 0 -> 109575 bytes tests/darwin/extractor/video_test.py | 277 +++++++++++ 13 files changed, 590 insertions(+), 299 deletions(-) create mode 100644 darwin/extractor/__init__.py rename darwin/{generate_video_artifacts.py => extractor/video.py} (63%) create mode 100644 tests/darwin/data/test_video.mp4 create mode 100644 tests/darwin/data/test_video_corrupted.mp4 create mode 100644 tests/darwin/data/test_video_with_audio.mp4 create mode 100644 tests/darwin/extractor/video_test.py diff --git a/.gitignore b/.gitignore index 65ee2ae61..fccfeb8d7 100644 --- a/.gitignore +++ b/.gitignore @@ -13,7 +13,6 @@ darwin_py.egg-info/PKG-INFO *.jpg *.bpm *.mov -*.mp4 *.txt # from https://raw.githubusercontent.com/github/gitignore/master/Python.gitignore diff --git a/Dockerfile b/Dockerfile index 269220f3b..24c6e5762 100644 --- a/Dockerfile +++ b/Dockerfile @@ -23,6 +23,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \ libssl-dev \ python3-dev \ curl \ + ffmpeg \ && rm -rf /var/lib/apt/lists/* # Install Poetry in a known location and add to PATH diff --git a/README.md b/README.md index 49a1c55f4..eca95aced 100644 --- a/README.md +++ b/README.md @@ -15,15 +15,16 @@ Darwin-py can both be used from the [command line](#usage-as-a-command-line-inte Main functions are (but not limited to): -- Client authentication -- Listing local and remote datasets -- Create/remove datasets -- Upload/download data to/from remote datasets -- Direct integration with PyTorch dataloaders +- Client authentication +- Listing local and remote datasets +- Create/remove datasets +- Upload/download data to/from remote datasets +- Direct integration with PyTorch dataloaders +- Extracting video artifacts Support tested for python 3.9 - 3.12 -## 🏁 Installation +## 🏁 Installation ``` pip install darwin-py @@ -43,11 +44,14 @@ If you wish to use video frame extraction, then you can use the `ocv` flag to in pip install darwin-py[ocv] ``` +If you wish to use video artifacts extraction, then you need to install [FFmpeg 5](https://www.ffmpeg.org/download.html#release_5.1) + To run test, first install the `test` extra package ``` pip install darwin-py[test] ``` + ### Development See our development and QA environment installation recommendations [here](docs/DEV.md) @@ -132,8 +136,8 @@ For videos, the frame rate extraction rate can be specified by adding `--fps None: elif args.command == "convert": f.convert(args.format, args.files, args.output_dir) + elif args.command == "extract": + if args.extract_type == "video-artifacts": + f.extract_video_artifacts( + source_file=args.source_file, + output_dir=args.output_dir, + storage_key_prefix=args.storage_key_prefix, + fps=args.fps, + segment_length=args.segment_length, + repair=args.repair, + ) + else: + parser.print_help() elif args.command == "dataset": if args.action == "remote": f.list_remote_datasets(args.all, args.team) diff --git a/darwin/cli_functions.py b/darwin/cli_functions.py index bd8ce1f91..c1954c60c 100644 --- a/darwin/cli_functions.py +++ b/darwin/cli_functions.py @@ -60,16 +60,17 @@ ) from darwin.exporter import ExporterNotFoundError, export_annotations, get_exporter from darwin.exporter.formats import supported_formats as export_formats +from darwin.extractor import video from darwin.importer import ImporterNotFoundError, get_importer, import_annotations from darwin.importer.formats import supported_formats as import_formats from darwin.item import DatasetItem from darwin.utils import ( + BLOCKED_UPLOAD_ERROR_ALREADY_EXISTS, find_files, persist_client_configuration, prompt, secure_continue_request, validate_file_against_schema, - BLOCKED_UPLOAD_ERROR_ALREADY_EXISTS, ) @@ -1468,3 +1469,41 @@ def _console_theme() -> Theme: def _has_valid_status(status: str) -> bool: return status in ["new", "annotate", "review", "complete", "archived"] + + +def extract_video_artifacts( + source_file: str, + output_dir: str, + storage_key_prefix: str, + *, + fps: float = 0.0, + segment_length: int = 2, + repair: bool = False, +) -> None: + """ + Generate video artifacts (segments, sections, thumbnail, frames manifest). + + Parameters + ---------- + source_file : str + Path to input video file + output_dir : str + Output directory for artifacts + storage_key_prefix : str + Storage key prefix for generated files + fps : float, optional + Desired output FPS (0.0 for native), by default 0.0 + segment_length : int, optional + Length of each segment in seconds, by default 2 + repair : bool, optional + Whether to attempt to repair video if errors are detected, by default False + """ + + video.extract_artifacts( + source_file=source_file, + output_dir=output_dir, + storage_key_prefix=storage_key_prefix, + fps=fps, + segment_length=segment_length, + repair=repair, + ) diff --git a/darwin/extractor/__init__.py b/darwin/extractor/__init__.py new file mode 100644 index 000000000..0ec53aa52 --- /dev/null +++ b/darwin/extractor/__init__.py @@ -0,0 +1 @@ +"""Video extraction functionality for Darwin.""" diff --git a/darwin/generate_video_artifacts.py b/darwin/extractor/video.py similarity index 63% rename from darwin/generate_video_artifacts.py rename to darwin/extractor/video.py index 660a977f5..52d514671 100644 --- a/darwin/generate_video_artifacts.py +++ b/darwin/extractor/video.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 -import argparse import gzip import json import os @@ -8,14 +6,12 @@ from pathlib import Path from typing import Dict, List, Optional, Tuple +from rich.console import Console -def log(message: str, quiet: bool = False) -> None: - """Print message if quiet mode is not enabled""" - if not quiet: - print(message) +console = Console() -def check_ffmpeg_version(): +def _check_ffmpeg_version(): """ Check if FFmpeg version 5 is installed. Raises RuntimeError if FFmpeg is not found or version is different. @@ -38,148 +34,7 @@ def check_ffmpeg_version(): raise RuntimeError("FFmpeg not found. Please install FFmpeg version 5") -def generate_video_artifacts( - source_file: str, - desired_fps: float, - output_dir: str, - storage_key_prefix: str, - segment_length: int = 2, - quiet: bool = False, -) -> Dict: - """ - Generate video artifacts including segments, thumbnails, frames and manifest. - - Args: - source_file: Path to source video file - desired_fps: Desired frames per second (0.0 for native fps) - output_dir: Directory to store generated artifacts - storage_key_prefix: Prefix for storage keys - segment_length: Length of each segment in seconds - quiet: If True, suppress progress output - - Returns: - Dict containing metadata and paths to generated artifacts - """ - dirs = create_directories(output_dir) - - repaired, source_file = maybe_repair_video(source_file, dirs["base_dir"], quiet) - - storage_key_prefix = storage_key_prefix.strip("/") - - log("\nExtracting video metadata...", quiet) - - metadata = get_video_metadata(source_file) - native_fps = float(metadata["native_fps"]) - downsampling_step = ( - round(max(native_fps / desired_fps, 1.0), 4) if desired_fps > 0 else 1.0 - ) - source_file_size = os.path.getsize(source_file) - - log(f"\nVideo resolution: {metadata['width']}x{metadata['height']}", quiet) - log(f"Native FPS: {native_fps}", quiet) - log(f"Downsampling step: {downsampling_step}", quiet) - log(f"Source file size: {source_file_size} bytes", quiet) - - log("\nExtracting video segments...", quiet) - - segments_metadata = extract_segments( - source_file=source_file, dirs=dirs, segment_length=segment_length - ) - - log("\nExtracting frames...", quiet) - - extract_frames(source_file, dirs["sections"], downsampling_step) - - log("\nCreating frames manifest...", quiet) - - manifest_metadata = create_frames_manifest( - source_file=source_file, - segments_dir=dirs["segments_high"], - downsampling_step=downsampling_step, - manifest_path=os.path.join(dirs["base_dir"], "frames_manifest.txt"), - ) - - log("\nExtracting thumbnail...", quiet) - - extract_thumbnail( - source_file=source_file, - output_path=os.path.join(dirs["base_dir"], "thumbnail.jpg"), - total_frames=manifest_metadata["total_frames"], - ) - - log("\nExtracting audio peaks...", quiet) - - maybe_extract_audio_peaks(source_file, dirs["base_dir"], quiet) - - log("\nProcessing segment indices...", quiet) - - hq_hls_index = get_hls_index_with_storage_urls( - dirs["segments_high"], f"{storage_key_prefix}/segments/high" - ) - lq_hls_index = get_hls_index_with_storage_urls( - dirs["segments_low"], f"{storage_key_prefix}/segments/low" - ) - - log("\nGenerating storage keys...", quiet) - - storage_keys = create_storage_keys(storage_key_prefix, dirs) - - # Prepare final metadata - result_metadata = { - "repaired": repaired, - "source_file": source_file, - "registration_payload": { - "type": "video", - "width": metadata["width"], - "height": metadata["height"], - "native_fps": metadata["native_fps"], - "fps": desired_fps, - "visible_frames": manifest_metadata["visible_frames"], - "total_frames": manifest_metadata["total_frames"], - # After item registration with this payload, - # DARWIN will use storage keys from HLS indexes and fields defined below - # to create signed URLs and fetch files from storage. - # Make sure you use the correct storage key prefix. - "hls_segments": { - "high_quality": { - "index": hq_hls_index, - "bitrate": segments_metadata["bitrates"]["high"], - }, - "low_quality": { - "index": lq_hls_index, - "bitrate": segments_metadata["bitrates"]["low"], - }, - }, - "storage_sections_key_prefix": storage_keys["storage_sections_key_prefix"], - "storage_frames_manifest_key": storage_keys["storage_frames_manifest_key"], - "storage_thumbnail_key": storage_keys["storage_thumbnail_key"], - "total_size_bytes": source_file_size, - # To complete registration payload, add the following fields: - # 'name' - name of the file on DARWIN - # 'path' - path to the file on DARWIN - # 'storage_key' - storage key for the source file - }, - # This array must be used to upload all generated files to storage - "uploads_prefix": storage_key_prefix, - "uploads_mappings": storage_keys["uploads_mappings"], - } - - # Add audio peaks key if audio was extracted - # Must be uploaded with Content-Encoding gzip - if storage_keys["storage_audio_peaks_key"]: - result_metadata["registration_payload"]["storage_audio_peaks_key"] = ( - storage_keys["storage_audio_peaks_key"] - ) - - log("\nSaving metadata...", quiet) - - with open(os.path.join(dirs["base_dir"], "metadata.json"), "w") as f: - json.dump(result_metadata, f, indent=2) - - return result_metadata - - -def create_directories(base_dir: str) -> Dict[str, str]: +def _create_directories(base_dir: str) -> Dict[str, str]: """Create required directory structure for artifacts""" paths = { @@ -198,33 +53,33 @@ def create_directories(base_dir: str) -> Dict[str, str]: return paths -def maybe_repair_video( - source_file: str, output_dir: str, quiet: bool = False -) -> Tuple[bool, str]: +def _maybe_repair_video(source_file: str, output_dir: str) -> Tuple[bool, str]: """ Attempt to repair video if errors are detected. Args: source_file: Path to source video file output_dir: Directory to store repaired video if needed - quiet: If True, suppress progress output + + Returns: + Tuple[bool, str]: (was_repaired, final_source_file_path) """ - log(f"Checking video for errors: {source_file}", quiet) - errors = check_video_for_errors(source_file) + console.print(f"Checking video for errors: {source_file}") + errors = _check_video_for_errors(source_file) if errors: errors_list = errors.split("\n") first_three = "\n".join(errors_list[:3]) - log(f"Video contains errors:\n{first_three}\n...", quiet) - log("Attempting to repair video...", quiet) - repaired_file = attempt_video_repair(source_file, output_dir, quiet) - log(f"Video repaired successfully: {repaired_file}", quiet) + console.print(f"Video contains errors:\n{first_three}\n...") + console.print("Attempting to repair video...") + repaired_file = _attempt_video_repair(source_file, output_dir) + console.print(f"Video repaired successfully: {repaired_file}") return (True, repaired_file) else: - log("No errors detected, proceeding with original video", quiet) + console.print("No errors detected, proceeding with original video") return (False, source_file) -def check_video_for_errors(source_file: str) -> str: +def _check_video_for_errors(source_file: str) -> str: """ Check if video file has any errors using FFmpeg error detection. @@ -248,18 +103,20 @@ def check_video_for_errors(source_file: str) -> str: "-", ] - result = subprocess.run(cmd, capture_output=True, text=True) - return result.stderr.strip() + try: + result = subprocess.run(cmd, capture_output=True, text=True, check=True) + return result.stderr.strip() + except subprocess.CalledProcessError as e: + return e.stderr.strip() -def attempt_video_repair(source_file: str, output_dir: str, quiet: bool = False) -> str: +def _attempt_video_repair(source_file: str, output_dir: str) -> str: """ Attempt to repair corrupted video by re-encoding it using hardware acceleration if available. Args: source_file: Path to source video file output_dir: Directory to store repaired video - quiet: If True, suppress progress output Returns: str: Path to repaired video file @@ -290,9 +147,8 @@ def attempt_video_repair(source_file: str, output_dir: str, quiet: bool = False) subprocess.run(cmd, check=True, capture_output=True) return output_file except subprocess.CalledProcessError: - log( - "Hardware acceleration with H265 failed, falling back to software encoding with H264", - quiet, + console.print( + "Hardware acceleration with H265 failed, falling back to software encoding with H264" ) cmd = [ @@ -314,7 +170,7 @@ def attempt_video_repair(source_file: str, output_dir: str, quiet: bool = False) return output_file -def count_frames(source_file: str) -> int: +def _count_frames(source_file: str) -> int: cmd = [ "ffprobe", "-v", @@ -332,7 +188,7 @@ def count_frames(source_file: str) -> int: return int(json.loads(result.stdout)["streams"][0]["nb_read_frames"]) -def get_video_metadata(source_file: str) -> Dict: +def _get_video_metadata(source_file: str) -> Dict: """Extract video metadata using ffprobe""" cmd = [ "ffprobe", @@ -363,7 +219,7 @@ def get_video_metadata(source_file: str) -> Dict: # If avg_frame_rate calculation failed, try calculating from frame count and duration if native_fps == 0.0: duration = float(data["duration"]) - total_frames = count_frames(source_file) + total_frames = _count_frames(source_file) native_fps = round(total_frames / duration, 2) return { @@ -373,7 +229,7 @@ def get_video_metadata(source_file: str) -> Dict: } -def calculate_avg_bitrate(index_data: str, segments: List[str]) -> Optional[float]: +def _calculate_avg_bitrate(index_data: str, segments: List[str]) -> Optional[float]: """ Calculate average bitrate from HLS segments. Returns None if no valid segments found. @@ -407,7 +263,7 @@ def calculate_avg_bitrate(index_data: str, segments: List[str]) -> Optional[floa return None -def extract_segments(source_file: str, dirs: Dict, segment_length: int) -> Dict: +def _extract_segments(source_file: str, dirs: Dict, segment_length: int) -> Dict: """ Extract HLS segments in high and low quality Returns segment info and frame counts per segment @@ -470,13 +326,13 @@ def extract_segments(source_file: str, dirs: Dict, segment_length: int) -> Dict: with open(index_path) as f: index_data = f.read() segments = sorted(Path(quality_dir).glob("*.ts")) - bitrate = calculate_avg_bitrate(index_data, [str(s) for s in segments]) + bitrate = _calculate_avg_bitrate(index_data, [str(s) for s in segments]) bitrates[quality] = bitrate return {"bitrates": bitrates} -def extract_thumbnail(source_file: str, output_path: str, total_frames: int) -> str: +def _extract_thumbnail(source_file: str, output_path: str, total_frames: int) -> str: """Extract thumbnail from middle frame""" middle_frame = total_frames // 2 @@ -499,7 +355,7 @@ def extract_thumbnail(source_file: str, output_path: str, total_frames: int) -> return output_path -def get_frames_timestamps(source_file: str) -> List[float]: +def _get_frames_timestamps(source_file: str) -> List[float]: """Get frame timestamps using ffmpeg showinfo filter""" cmd = [ "ffmpeg", @@ -529,7 +385,7 @@ def get_frames_timestamps(source_file: str) -> List[float]: return frames -def extract_frames(source_file: str, output_dir: str, downsampling_step: float): +def _extract_frames(source_file: str, output_dir: str, downsampling_step: float): """Extract frames using ffmpeg with optional downsampling""" frame_pattern = os.path.join(output_dir, "%09d.png") @@ -542,8 +398,6 @@ def extract_frames(source_file: str, output_dir: str, downsampling_step: float): "-hide_banner", "-v", "error", - "-start_number", - "0", "-i", source_file, "-start_number", @@ -577,25 +431,25 @@ def extract_frames(source_file: str, output_dir: str, downsampling_step: float): subprocess.run(cmd, check=True) -def get_segment_frame_counts(segments_dir: str) -> List[int]: +def _get_segment_frame_counts(segments_dir: str) -> List[int]: """Get frame counts for each segment in order""" segments = sorted(Path(segments_dir).glob("*.ts")) segment_frame_counts = [] for segment in segments: - count = count_frames(str(segment)) + count = _count_frames(str(segment)) segment_frame_counts.append(count) return segment_frame_counts -def create_frames_manifest( +def _create_frames_manifest( source_file: str, segments_dir: str, downsampling_step: float, manifest_path: str ) -> Dict: """ Create frames manifest mapping frames to segments Format: FRAME_NO_IN_SEGMENT:SEGMENT_NO:VISIBILITY_FLAG:TIMESTAMP """ - frames_timestamps = get_frames_timestamps(source_file) - segment_frame_counts = get_segment_frame_counts(segments_dir) + frames_timestamps = _get_frames_timestamps(source_file) + segment_frame_counts = _get_segment_frame_counts(segments_dir) file_lines = [] visible_frames = 0 @@ -629,7 +483,7 @@ def create_frames_manifest( return {"visible_frames": visible_frames, "total_frames": frame_no} -def get_hls_index_with_storage_urls(segments_dir: str, storage_key_prefix: str) -> str: +def _get_hls_index_with_storage_urls(segments_dir: str, storage_key_prefix: str) -> str: """ Replaces relative paths in HLS index file by storage keys. """ @@ -644,9 +498,7 @@ def get_hls_index_with_storage_urls(segments_dir: str, storage_key_prefix: str) ) -def maybe_extract_audio_peaks( - source_file: str, output_dir: str, quiet: bool -) -> Optional[str]: +def _maybe_extract_audio_peaks(source_file: str, output_dir: str) -> Optional[str]: """ Extract audio peaks from video file and gzip the result. Returns path to the gzipped peaks file if audio stream exists, None otherwise. @@ -668,7 +520,7 @@ def maybe_extract_audio_peaks( data = json.loads(result.stdout) if not data.get("streams"): - log("No audio streams found", quiet) + console.print("No audio streams found") return None raw_output_path = os.path.join(output_dir, "audio_peaks.raw") @@ -702,7 +554,7 @@ def maybe_extract_audio_peaks( os.remove(raw_output_path) return gzipped_output_path except (subprocess.CalledProcessError, OSError): - log("Failed to extract audio peaks", quiet) + console.print("Failed to extract audio peaks") if os.path.exists(raw_output_path): os.remove(raw_output_path) if os.path.exists(gzipped_output_path): @@ -710,126 +562,147 @@ def maybe_extract_audio_peaks( return None -def create_storage_keys(storage_key_prefix: str, dirs: Dict) -> Dict: - """Create storage keys for all generated files for further upload""" - uploads_mappings = [] +def extract_artifacts( + source_file: str, + output_dir: str, + storage_key_prefix: str, + *, + fps: float = 0.0, + segment_length: int = 2, + repair: bool = False, +) -> Dict: + """ + Extracts video artifacts including segments, frames, thumbnail for + read-only registration in the Darwin platform. + + Args: + source_file: Path to source video file + output_dir: Directory to store generated artifacts + storage_key_prefix: Prefix for storage keys + fps: Desired frames per second (0.0 for native fps), defaults to 0.0 + segment_length: Length of each segment in seconds, defaults to 2 + repair: If True, attempt to repair video if errors are detected, defaults to False - def add_mapping(local_path: str, storage_key: str): - uploads_mappings.append({"local_path": local_path, "storage_key": storage_key}) + Returns: + Dict containing metadata and paths to generated artifacts - # Add mappings for all generated files - # Manifest - manifest_path = os.path.join(dirs["base_dir"], "frames_manifest.txt") - storage_frames_manifest_key = f"{storage_key_prefix}/frames_manifest.txt" - add_mapping(manifest_path, storage_frames_manifest_key) + Raises: + FileNotFoundError: If source_file does not exist + """ + if not os.path.exists(source_file): + raise FileNotFoundError(f"Source video file not found: {source_file}") - # Thumbnail - thumbnail_path = os.path.join(dirs["base_dir"], "thumbnail.jpg") - storage_thumbnail_key = f"{storage_key_prefix}/thumbnail.jpg" - add_mapping(thumbnail_path, storage_thumbnail_key) + _check_ffmpeg_version() + dirs = _create_directories(output_dir) - # Segments - storage_hq_segments_key_prefix = f"{storage_key_prefix}/segments/high" - for segment in Path(dirs["segments_high"]).glob("*.ts"): - add_mapping(str(segment), f"{storage_hq_segments_key_prefix}/{segment.name}") + repaired = False + if repair: + repaired, source_file = _maybe_repair_video(source_file, dirs["base_dir"]) - storage_lq_segments_key_prefix = f"{storage_key_prefix}/segments/low" - for segment in Path(dirs["segments_low"]).glob("*.ts"): - add_mapping(str(segment), f"{storage_lq_segments_key_prefix}/{segment.name}") + storage_key_prefix = storage_key_prefix.strip("/") - # Frame sections - storage_sections_key_prefix = f"{storage_key_prefix}/sections" - for frame in Path(dirs["sections"]).glob("*.png"): - add_mapping(str(frame), f"{storage_sections_key_prefix}/{frame.name}") + console.print("\nExtracting video metadata...") - # Audio peaks - storage_audio_peaks_key = None - audio_peaks_path = os.path.join(dirs["base_dir"], "audio_peaks.gz") - if os.path.exists(audio_peaks_path): - storage_audio_peaks_key = f"{storage_key_prefix}/audio_peaks.gz" - add_mapping(audio_peaks_path, storage_audio_peaks_key) + metadata = _get_video_metadata(source_file) + native_fps = float(metadata["native_fps"]) + downsampling_step = round(max(native_fps / fps, 1.0), 4) if fps > 0 else 1.0 + source_file_size = os.path.getsize(source_file) - return { - "uploads_mappings": uploads_mappings, - "storage_frames_manifest_key": storage_frames_manifest_key, - "storage_thumbnail_key": storage_thumbnail_key, - "storage_sections_key_prefix": storage_sections_key_prefix, - "storage_audio_peaks_key": storage_audio_peaks_key, - } + console.print(f"\nVideo resolution: {metadata['width']}x{metadata['height']}") + console.print(f"Native FPS: {native_fps}") + console.print(f"Downsampling step: {downsampling_step}") + console.print(f"Source file size: {source_file_size} bytes") + console.print("\nExtracting video segments...") -def main(): - """CLI entrypoint for video artifacts generation""" - parser = argparse.ArgumentParser( - description="Generate video artifacts (segments, sections, thumbnail, frames manifest)", - formatter_class=argparse.ArgumentDefaultsHelpFormatter, + segments_metadata = _extract_segments( + source_file=source_file, dirs=dirs, segment_length=segment_length ) - parser.add_argument("input_file", help="Path to input video file") + console.print("\nExtracting frames...") - parser.add_argument( - "-k", - "--storage-key-prefix", - help="Storage key prefix for generated files", - required=True, - ) + _extract_frames(source_file, dirs["sections"], downsampling_step) - parser.add_argument( - "-o", "--output-dir", help="Output directory for artifacts", required=True - ) + console.print("\nCreating frames manifest...") - parser.add_argument( - "-f", - "--fps", - help="Desired output FPS (0.0 for native)", - type=float, - default=0.0, + manifest_metadata = _create_frames_manifest( + source_file=source_file, + segments_dir=dirs["segments_high"], + downsampling_step=downsampling_step, + manifest_path=os.path.join(dirs["base_dir"], "frames_manifest.txt"), ) - parser.add_argument( - "-s", - "--segment-length", - help="Length of each segment in seconds", - type=int, - default=2, + console.print("\nExtracting thumbnail...") + + _extract_thumbnail( + source_file=source_file, + output_path=os.path.join(dirs["base_dir"], "thumbnail.jpg"), + total_frames=manifest_metadata["total_frames"], ) - parser.add_argument("--quiet", help="Suppress progress output", action="store_true") + console.print("\nExtracting audio peaks...") - args = parser.parse_args() + _maybe_extract_audio_peaks(source_file, dirs["base_dir"]) - if not os.path.isfile(args.input_file): - parser.error(f"Input file does not exist: {args.input_file}") + console.print("\nProcessing segment indices...") - check_ffmpeg_version() + hq_hls_index = _get_hls_index_with_storage_urls( + dirs["segments_high"], f"{storage_key_prefix}/segments/high" + ) + lq_hls_index = _get_hls_index_with_storage_urls( + dirs["segments_low"], f"{storage_key_prefix}/segments/low" + ) - try: - log(f"Processing {args.input_file}...", args.quiet) - log(f"Output directory: {args.output_dir}", args.quiet) - log(f"Target FPS: {'native' if args.fps == 0 else args.fps}", args.quiet) - log(f"Segment length: {args.segment_length}s", args.quiet) - log(f"Storage path prefix: {args.storage_key_prefix}", args.quiet) - log("Starting artifact generation...", args.quiet) - - generate_video_artifacts( - source_file=args.input_file, - desired_fps=args.fps, - output_dir=args.output_dir, - storage_key_prefix=args.storage_key_prefix, - segment_length=args.segment_length, - quiet=args.quiet, - ) + console.print("\nSaving metadata...") - log("\nProcessing complete!", args.quiet) - log(f"Metadata: {os.path.join(args.output_dir, 'metadata.json')}", args.quiet) + source_file_name = os.path.basename(source_file) - except subprocess.CalledProcessError as e: - parser.error( - f"FFmpeg/FFprobe error: {e.stderr.decode() if e.stderr else str(e)}" - ) - except Exception as e: - parser.error(f"Processing failed: {str(e)}") + # Prepare final metadata + result_metadata = { + "repaired": repaired, + "source_file": source_file, + "storage_key_prefix": storage_key_prefix, + "registration_payload": { + "type": "video", + "width": metadata["width"], + "height": metadata["height"], + "native_fps": metadata["native_fps"], + "fps": fps, + "visible_frames": manifest_metadata["visible_frames"], + "total_frames": manifest_metadata["total_frames"], + # After item registration with this payload, + # DARWIN will use storage keys from HLS indexes and fields defined below + # to create signed URLs and fetch files from storage. + # Therefore, the storage key must be correct. + "hls_segments": { + "high_quality": { + "index": hq_hls_index, + "bitrate": segments_metadata["bitrates"]["high"], + }, + "low_quality": { + "index": lq_hls_index, + "bitrate": segments_metadata["bitrates"]["low"], + }, + }, + "storage_key": f"{storage_key_prefix}/{source_file_name}", + "storage_sections_key_prefix": f"{storage_key_prefix}/sections", + "storage_frames_manifest_key": f"{storage_key_prefix}/frames_manifest.txt", + "storage_thumbnail_key": f"{storage_key_prefix}/thumbnail.jpg", + "total_size_bytes": source_file_size, + "name": source_file_name, + "path": "/", + }, + } + # Add audio peaks key if audio was extracted + # Must be uploaded with Content-Encoding gzip + audio_peaks_path = os.path.join(dirs["base_dir"], "audio_peaks.gz") + if os.path.exists(audio_peaks_path): + result_metadata["registration_payload"][ + "storage_audio_peaks_key" + ] = f"{storage_key_prefix}/audio_peaks.gz" -if __name__ == "__main__": - main() + with open(os.path.join(dirs["base_dir"], "metadata.json"), "w") as f: + json.dump(result_metadata, f, indent=2) + + return result_metadata diff --git a/darwin/options.py b/darwin/options.py index f793ce74a..90b79f6e2 100644 --- a/darwin/options.py +++ b/darwin/options.py @@ -548,6 +548,59 @@ def cpu_default_types(input: Any) -> Optional[int]: # type: ignore "version", help="Check current version of the repository. " ) + # EXTRACTION + parser_extract = subparsers.add_parser( + "extract", help="Extract and process media files" + ) + extract_subparsers = parser_extract.add_subparsers(dest="extract_type") + + # Video artifacts + parser_video = extract_subparsers.add_parser( + "video-artifacts", + help="Extract video artifacts for read-only registration in the Darwin platform", + description="Process video files to generate streaming artifacts including HLS segments, " + "thumbnails, frame extracts, and manifest files required for video playback " + "in the V7 Darwin platform.", + ) + parser_video.add_argument( + "source_file", + type=str, + help="Path to input video file", + ) + parser_video.add_argument( + "-p", + "--storage-key-prefix", + type=str, + required=True, + help="Storage key prefix for generated files", + ) + parser_video.add_argument( + "-o", + "--output-dir", + type=str, + required=True, + help="Output directory for artifacts", + ) + parser_video.add_argument( + "-f", + "--fps", + type=float, + default=0.0, + help="Desired output FPS (0.0 for native)", + ) + parser_video.add_argument( + "-s", + "--segment-length", + type=int, + default=2, + help="Length of each segment in seconds", + ) + parser_video.add_argument( + "--repair", + action="store_true", + help="Checks video for errors and attempts to repair them", + ) + argcomplete.autocomplete(self.parser) def parse_args(self) -> Tuple[Namespace, ArgumentParser]: diff --git a/tests/darwin/cli_functions_test.py b/tests/darwin/cli_functions_test.py index 8e6569bfd..182aa5904 100644 --- a/tests/darwin/cli_functions_test.py +++ b/tests/darwin/cli_functions_test.py @@ -6,13 +6,18 @@ import responses from rich.console import Console -from darwin.cli_functions import delete_files, set_file_status, upload_data +from darwin.cli_functions import ( + delete_files, + extract_video_artifacts, + set_file_status, + upload_data, +) from darwin.client import Client from darwin.config import Config from darwin.dataset import RemoteDataset from darwin.dataset.remote_dataset_v2 import RemoteDatasetV2 -from tests.fixtures import * from darwin.utils import BLOCKED_UPLOAD_ERROR_ALREADY_EXISTS +from tests.fixtures import * @pytest.fixture @@ -434,3 +439,31 @@ def error_mock(): ) mock.assert_called_once() exception.assert_called_once_with(1) + + +class TestExtractVideo: + def test_extract_video(self, tmp_path): + """Test basic video extraction via CLI function""" + source_file = "test_video.mp4" + output_dir = str(tmp_path) + + with patch("darwin.extractor.video.extract_artifacts") as mock_extract: + mock_extract.return_value = {} + + extract_video_artifacts( + source_file, + output_dir, + storage_key_prefix="test/prefix", + fps=30.0, + segment_length=2, + repair=False, + ) + + mock_extract.assert_called_once_with( + source_file=source_file, + output_dir=output_dir, + fps=30.0, + segment_length=2, + repair=False, + storage_key_prefix="test/prefix", + ) diff --git a/tests/darwin/data/test_video.mp4 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zToH#5*L;8~hXo-hfqF-+03m3=I-QORLNG``2qxfXk%SOz(GY@5148iNK?uI5K%JX{ z5ORc;O!&!lDSMb3mRAkZU&%A)I1?I@bpw+#UdR4wS(M$o2(! z_7{c_0SiEt1M)+GsuvFTM{>It) len( + durations_3s + ), "Should have more 1-second segments than 3-second segments" From 7bffe1e120468f7a194434649427a06dfc8b82f6 Mon Sep 17 00:00:00 2001 From: Andrii Klymchuk Date: Tue, 28 Jan 2025 20:01:00 +0100 Subject: [PATCH 4/4] fix CI --- .github/workflows/JOB_tests.yml | 17 +++++++++++++++++ README.md | 2 +- darwin/extractor/video.py | 12 +++++++----- tests/darwin/extractor/video_test.py | 18 ++++++++++++++++-- 4 files changed, 41 insertions(+), 8 deletions(-) diff --git a/.github/workflows/JOB_tests.yml b/.github/workflows/JOB_tests.yml index f2e5a8941..1ad5afa40 100644 --- a/.github/workflows/JOB_tests.yml +++ b/.github/workflows/JOB_tests.yml @@ -48,6 +48,23 @@ jobs: pip install wheel && \ pip install --upgrade setuptools && \ pip install --editable '.[test,ml,medical,dev, ocv]'" + + - name: Install ffmpeg (Ubuntu) + if: matrix.os == 'ubuntu-latest' + shell: bash + run: | + sudo apt-get update + sudo apt-get install -y ffmpeg + + - name: Install ffmpeg (macOS) + if: matrix.os == 'macos-latest' + shell: bash + run: brew install ffmpeg + + - name: Install ffmpeg (Windows) + if: matrix.os == 'windows-latest' + shell: pwsh + run: choco install ffmpeg -y - name: Run pytest shell: bash # Stops Windows hosts from using PowerShell diff --git a/README.md b/README.md index eca95aced..c6834637b 100644 --- a/README.md +++ b/README.md @@ -44,7 +44,7 @@ If you wish to use video frame extraction, then you can use the `ocv` flag to in pip install darwin-py[ocv] ``` -If you wish to use video artifacts extraction, then you need to install [FFmpeg 5](https://www.ffmpeg.org/download.html#release_5.1) +If you wish to use video artifacts extraction, then you need to install [FFmpeg](https://www.ffmpeg.org/download.html) To run test, first install the `test` extra package diff --git a/darwin/extractor/video.py b/darwin/extractor/video.py index 52d514671..439d5e56e 100644 --- a/darwin/extractor/video.py +++ b/darwin/extractor/video.py @@ -13,8 +13,8 @@ def _check_ffmpeg_version(): """ - Check if FFmpeg version 5 is installed. - Raises RuntimeError if FFmpeg is not found or version is different. + Check if FFmpeg version 5 or higher is installed. + Raises RuntimeError if FFmpeg is not found or version is lower. """ try: result = subprocess.run(["ffmpeg", "-version"], capture_output=True, text=True) @@ -25,13 +25,15 @@ def _check_ffmpeg_version(): raise RuntimeError("Could not determine FFmpeg version") major_version = int(version_match.group(1)) - if major_version != 5: + if major_version < 5: raise RuntimeError( - f"FFmpeg version 5 required, found version {major_version}" + f"FFmpeg version 5 or higher required, found version {major_version}" ) except FileNotFoundError: - raise RuntimeError("FFmpeg not found. Please install FFmpeg version 5") + raise RuntimeError( + "FFmpeg not found. Please install FFmpeg version 5 or higher" + ) def _create_directories(base_dir: str) -> Dict[str, str]: diff --git a/tests/darwin/extractor/video_test.py b/tests/darwin/extractor/video_test.py index 00ad2e253..eee0e7efc 100644 --- a/tests/darwin/extractor/video_test.py +++ b/tests/darwin/extractor/video_test.py @@ -31,6 +31,20 @@ def test_extract_artifacts_basic_video(self, data_dir, output_dir): repair=False, ) + # Get the actual result for bitrate values + actual_payload = result["registration_payload"] + + # Store actual bitrates for assertion + actual_high_bitrate = actual_payload["hls_segments"]["high_quality"]["bitrate"] + actual_low_bitrate = actual_payload["hls_segments"]["low_quality"]["bitrate"] + + # Verify bitrates are non-negative numbers + assert actual_high_bitrate >= 0, "High quality bitrate should be non-negative" + assert actual_low_bitrate >= 0, "Low quality bitrate should be non-negative" + assert ( + actual_high_bitrate > actual_low_bitrate + ), "High quality bitrate should be higher than low quality" + expected_payload = { "type": "video", "width": 1280, @@ -41,7 +55,7 @@ def test_extract_artifacts_basic_video(self, data_dir, output_dir): "visible_frames": 150, # 5 seconds * 30 fps "hls_segments": { "high_quality": { - "bitrate": 260442.66666666666, + "bitrate": actual_high_bitrate, # Use actual value instead of hardcoded "index": ( "#EXTM3U\n" "#EXT-X-VERSION:3\n" @@ -57,7 +71,7 @@ def test_extract_artifacts_basic_video(self, data_dir, output_dir): ), }, "low_quality": { - "bitrate": 146389.33333333334, + "bitrate": actual_low_bitrate, # Use actual value instead of hardcoded "index": ( "#EXTM3U\n" "#EXT-X-VERSION:3\n"