MIF_E31231708/ml/audio_utils_api.py

100 lines
2.9 KiB
Python

from pathlib import Path
import shutil
import subprocess
import tempfile
try:
import imageio_ffmpeg
except ImportError:
imageio_ffmpeg = None
TARGET_SAMPLE_RATE = 22050
SUPPORTED_AUDIO_EXTENSIONS = {".wav", ".mp3", ".m4a", ".ogg", ".flac", ".webm", ".aac"}
def validate_audio_extension(file_path):
extension = Path(file_path).suffix.lower()
if extension not in SUPPORTED_AUDIO_EXTENSIONS:
allowed = ", ".join(sorted(SUPPORTED_AUDIO_EXTENSIONS)).upper().replace(".", "")
raise ValueError(f"Format audio tidak didukung: {extension}. Format yang didukung: {allowed}")
def create_temp_wav_path():
temp_file = tempfile.NamedTemporaryFile(delete=False, suffix=".wav")
temp_path = Path(temp_file.name)
temp_file.close()
return temp_path
def configure_ffmpeg():
if imageio_ffmpeg is None:
raise RuntimeError(
"ffmpeg belum tersedia. Jalankan `pip install imageio-ffmpeg` "
"di virtual environment backend."
)
try:
return imageio_ffmpeg.get_ffmpeg_exe()
except Exception as error:
raise RuntimeError(
"ffmpeg belum tersedia. Jalankan `pip install imageio-ffmpeg` "
"atau install ffmpeg di sistem operasi."
) from error
def convert_audio_to_wav(input_path, output_path=None):
input_path = Path(input_path)
validate_audio_extension(input_path)
if not input_path.exists():
raise FileNotFoundError(f"File audio tidak ditemukan: {input_path}")
if input_path.suffix.lower() == ".wav" and output_path is None:
return input_path
output_path = Path(output_path) if output_path else create_temp_wav_path()
output_path.parent.mkdir(parents=True, exist_ok=True)
if input_path.suffix.lower() == ".wav":
if input_path.resolve() != output_path.resolve():
shutil.copyfile(input_path, output_path)
return output_path
command = [
configure_ffmpeg(),
"-y",
"-i",
str(input_path),
"-vn",
"-ac",
"1",
"-ar",
str(TARGET_SAMPLE_RATE),
"-f",
"wav",
str(output_path),
]
try:
result = subprocess.run(command, capture_output=True, text=True, check=False)
except FileNotFoundError as error:
raise RuntimeError(
"ffmpeg tidak bisa dijalankan. Pastikan dependency `imageio-ffmpeg` "
"sudah terpasang di virtual environment backend."
) from error
if result.returncode != 0:
error_message = result.stderr.strip() or "Tidak ada detail error dari ffmpeg."
raise RuntimeError(f"Konversi audio gagal: {error_message}")
if not output_path.exists():
raise RuntimeError("Konversi audio gagal: file WAV output tidak terbentuk.")
return output_path
def cleanup_temp_files(*paths):
for path in paths:
if path:
Path(path).unlink(missing_ok=True)