"""Common utility functions for the backend.""" from typing import Any from typings.extra import StrOrBytesPath import hashlib import json import os import shutil import gradio as gr from backend.exceptions import PathNotFoundError from common import AUDIO_DIR, RVC_MODELS_DIR INTERMEDIATE_AUDIO_DIR = os.path.join(AUDIO_DIR, "intermediate") OUTPUT_AUDIO_DIR = os.path.join(AUDIO_DIR, "output") def display_progress( message: str, percentage: float | None = None, progress_bar: gr.Progress | None = None, ) -> None: """ Display progress message and percentage in console or Gradio progress bar. Parameters ---------- message : str Message to display. percentage : float, optional Percentage to display. progress_bar : gr.Progress, optional The Gradio progress bar to update. """ if progress_bar is None: print(message) else: progress_bar(percentage, desc=message) def remove_suffix_after(text: str, occurrence: str) -> str: """ Remove suffix after the first occurrence of a substring in a string. Parameters ---------- text : str The string to remove the suffix from. occurrence : str The substring to remove the suffix after. Returns ------- str The string with the suffix removed. """ location = text.rfind(occurrence) if location == -1: return text else: return text[: location + len(occurrence)] def copy_files_to_new_folder(file_paths: list[str], folder_path: str) -> None: """ Copy files to a new folder. Parameters ---------- file_paths : list[str] List of file paths to copy. folder_path : str Path of the folder to copy the files to. Raises ------ PathNotFoundError If a file does not exist. """ os.makedirs(folder_path) for file_path in file_paths: if not os.path.exists(file_path): raise PathNotFoundError(f"File not found: {file_path}") shutil.copyfile( file_path, os.path.join(folder_path, os.path.basename(file_path)) ) def get_path_stem(path: str) -> str: """ Get the stem of a file path. The stem is the name of the file that the path points to, not including its extension. Parameters ---------- path : str The file path. Returns ------- str The stem of the file path. """ return os.path.splitext(os.path.basename(path))[0] def json_dumps(thing: Any) -> str: """ Dump a Python object to a JSON string. Parameters ---------- thing : Any The object to dump. Returns ------- str The JSON string representation of the object. """ return json.dumps( thing, ensure_ascii=False, sort_keys=True, indent=4, separators=(",", ": ") ) def json_dump(thing: Any, path: StrOrBytesPath) -> None: """ Dump a Python object to a JSON file. Parameters ---------- thing : Any The object to dump. path : str The path of the JSON file. """ with open(path, "w", encoding="utf-8") as file: json.dump( thing, file, ensure_ascii=False, sort_keys=True, indent=4, separators=(",", ": "), ) def json_load(path: StrOrBytesPath, encoding: str = "utf-8") -> Any: """ Load a Python object from a JSON file. Parameters ---------- path : str The path of the JSON file. encoding : str, default='utf-8' The encoding of the file. Returns ------- Any The Python object loaded from the JSON file. """ with open(path, encoding=encoding) as file: return json.load(file) def get_hash(thing: Any, size: int = 5) -> str: """ Get a hash of a Python object. Parameters ---------- thing : Any The object to hash. size : int, default=5 The size of the hash in bytes. Returns ------- str The hash of the object. """ return hashlib.blake2b( json_dumps(thing).encode("utf-8"), digest_size=size ).hexdigest() # TODO consider increasing size to 16 # otherwise we might have problems with hash collisions def get_file_hash(filepath: StrOrBytesPath, size: int = 5) -> str: """ Get the hash of a file. Parameters ---------- filepath : str The path of the file. size : int, default=5 The size of the hash in bytes. Returns ------- str The hash of the file. """ with open(filepath, "rb") as f: file_hash = hashlib.file_digest(f, lambda: hashlib.blake2b(digest_size=size)) return file_hash.hexdigest() def get_rvc_model(voice_model: str) -> tuple[str, str]: """ Get the RVC model file and optional index file for a voice model. When no index file exists, an empty string is returned. Parameters ---------- voice_model : str The name of the voice model. Returns ------- model_path : str The path of the RVC model file. index_path : str The path of the RVC index file. Raises ------ PathNotFoundError If the directory of the voice model does not exist or if no model file exists in the directory. """ rvc_model_filename, rvc_index_filename = None, None model_dir = os.path.join(RVC_MODELS_DIR, voice_model) if not os.path.exists(model_dir): raise PathNotFoundError( f"Voice model directory '{voice_model}' does not exist." ) for file in os.listdir(model_dir): ext = os.path.splitext(file)[1] if ext == ".pth": rvc_model_filename = file if ext == ".index": rvc_index_filename = file if rvc_model_filename is None: raise PathNotFoundError(f"No model file exists in {model_dir}.") return os.path.join(model_dir, rvc_model_filename), ( os.path.join(model_dir, rvc_index_filename) if rvc_index_filename else "" )