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Source code for galaxy.datatypes.media

"""Video classes"""
import json
import subprocess
import wave
from functools import lru_cache
from typing import (
    List,
    Tuple,
)

from galaxy.datatypes.binary import Binary
from galaxy.datatypes.metadata import (
    ListParameter,
    MetadataElement,
)
from galaxy.datatypes.protocols import DatasetProtocol
from galaxy.util import which


@lru_cache(maxsize=128)
def _ffprobe(path):
    return subprocess.run(
        ["ffprobe", "-loglevel", "quiet", "-show_format", "-show_streams", "-of", "json", path], capture_output=True
    )


[docs]def ffprobe(path): completed_process = _ffprobe(path) completed_process.check_returncode() data = json.loads(completed_process.stdout.decode("utf-8")) return data["format"], data["streams"]
[docs]class Audio(Binary): MetadataElement( name="duration", default=0, desc="Length of audio sample", readonly=True, visible=True, optional=True, no_value=0, ) MetadataElement( name="audio_codecs", default=[], desc="Audio codec(s)", param=ListParameter, readonly=True, visible=True, optional=True, no_value=[], ) MetadataElement( name="sample_rates", default=[], desc="Sampling Rate(s)", param=ListParameter, readonly=True, visible=True, optional=True, no_value=[], ) MetadataElement( name="audio_streams", default=0, desc="Number of audio streams", readonly=True, visible=True, optional=True, no_value=0, )
[docs] def set_meta(self, dataset: DatasetProtocol, overwrite: bool = True, **kwd) -> None: if which("ffprobe"): metadata, streams = ffprobe(dataset.get_file_name()) dataset.metadata.duration = metadata["duration"] dataset.metadata.audio_codecs = [ stream["codec_name"] for stream in streams if stream["codec_type"] == "audio" ] dataset.metadata.sample_rates = [ stream["sample_rate"] for stream in streams if stream["codec_type"] == "audio" ] dataset.metadata.audio_streams = len([stream for stream in streams if stream["codec_type"] == "audio"])
[docs]class Video(Binary): MetadataElement( name="resolution_w", default=0, desc="Width of video stream", readonly=True, visible=True, optional=True, no_value=0, ) MetadataElement( name="resolution_h", default=0, desc="Height of video stream", readonly=True, visible=True, optional=True, no_value=0, ) MetadataElement( name="fps", default=0, desc="FPS of video stream", readonly=True, visible=True, optional=True, no_value=0 ) MetadataElement( name="video_codecs", default=[], desc="Video codec(s)", param=ListParameter, readonly=True, visible=True, optional=True, no_value=[], ) MetadataElement( name="audio_codecs", default=[], desc="Audio codec(s)", param=ListParameter, readonly=True, visible=True, optional=True, no_value=[], ) MetadataElement( name="video_streams", default=0, desc="Number of video streams", readonly=True, visible=True, optional=True, no_value=0, ) MetadataElement( name="audio_streams", default=0, desc="Number of audio streams", readonly=True, visible=True, optional=True, no_value=0, ) def _get_resolution(self, streams: List) -> Tuple[int, int, float]: for stream in streams: if stream["codec_type"] == "video": w = stream["width"] h = stream["height"] dividend, divisor = stream["avg_frame_rate"].split("/") fps = float(dividend) / float(divisor) else: w = h = fps = 0 return w, h, fps
[docs] def set_meta(self, dataset: DatasetProtocol, overwrite: bool = True, **kwd) -> None: if which("ffprobe"): metadata, streams = ffprobe(dataset.get_file_name()) (w, h, fps) = self._get_resolution(streams) dataset.metadata.resolution_w = w dataset.metadata.resolution_h = h dataset.metadata.fps = fps dataset.metadata.audio_codecs = [ stream["codec_name"] for stream in streams if stream["codec_type"] == "audio" ] dataset.metadata.video_codecs = [ stream["codec_name"] for stream in streams if stream["codec_type"] == "video" ] dataset.metadata.audio_streams = len([stream for stream in streams if stream["codec_type"] == "audio"]) dataset.metadata.video_streams = len([stream for stream in streams if stream["codec_type"] == "video"])
[docs]class Mkv(Video): file_ext = "mkv"
[docs] def sniff(self, filename: str) -> bool: if which("ffprobe"): metadata, streams = ffprobe(filename) return "matroska" in metadata["format_name"].split(",") return False
[docs]class Mp4(Video): """ Class that reads MP4 video file. >>> from galaxy.datatypes.sniff import sniff_with_cls >>> sniff_with_cls(Mp4, 'video_1.mp4') True >>> sniff_with_cls(Mp4, 'audio_1.mp4') False """ file_ext = "mp4"
[docs] def sniff(self, filename: str) -> bool: if which("ffprobe"): metadata, streams = ffprobe(filename) return "mp4" in metadata["format_name"].split(",") return False
[docs]class Flv(Video): file_ext = "flv"
[docs] def sniff(self, filename: str) -> bool: if which("ffprobe"): metadata, streams = ffprobe(filename) return "flv" in metadata["format_name"].split(",") return False
[docs]class Mpg(Video): file_ext = "mpg"
[docs] def sniff(self, filename: str) -> bool: if which("ffprobe"): metadata, streams = ffprobe(filename) return "mpegvideo" in metadata["format_name"].split(",") return False
[docs]class Mp3(Audio): """ Class that reads MP3 audio file. >>> from galaxy.datatypes.sniff import sniff_with_cls >>> sniff_with_cls(Mp3, 'audio_2.mp3') True >>> sniff_with_cls(Mp3, 'audio_1.wav') False """ file_ext = "mp3"
[docs] def sniff(self, filename: str) -> bool: if which("ffprobe"): metadata, streams = ffprobe(filename) return "mp3" in metadata["format_name"].split(",") return False
[docs]class Wav(Audio): """Class that reads WAV audio file >>> from galaxy.datatypes.sniff import sniff_with_cls >>> sniff_with_cls(Wav, 'hello.wav') True >>> sniff_with_cls(Wav, 'audio_2.mp3') False >>> sniff_with_cls(Wav, 'drugbank_drugs.cml') False """ file_ext = "wav" blurb = "RIFF WAV Audio file" is_binary = True MetadataElement(name="rate", desc="Sample Rate", default=0, no_value=0, readonly=True, visible=True, optional=True) MetadataElement( name="nframes", desc="Number of Samples", default=0, no_value=0, readonly=True, visible=True, optional=True ) MetadataElement( name="nchannels", desc="Number of Channels", default=0, no_value=0, readonly=True, visible=True, optional=True ) MetadataElement( name="sampwidth", desc="Sample Width", default=0, no_value=0, readonly=True, visible=True, optional=True )
[docs] def get_mime(self) -> str: """Returns the mime type of the datatype.""" return "audio/wav"
[docs] def sniff(self, filename: str) -> bool: with wave.open(filename, "rb"): return True
[docs] def set_meta(self, dataset: DatasetProtocol, overwrite: bool = True, **kwd) -> None: """Set the metadata for this dataset from the file contents.""" try: with wave.open(dataset.dataset.get_file_name(), "rb") as fd: dataset.metadata.rate = fd.getframerate() dataset.metadata.nframes = fd.getnframes() dataset.metadata.sampwidth = fd.getsampwidth() dataset.metadata.nchannels = fd.getnchannels() except wave.Error: pass