From bcbbc5186fc1b5aeae5e9d137d2c68b894b6ef3d Mon Sep 17 00:00:00 2001 From: Andrew Beveridge Date: Fri, 29 Mar 2024 18:21:24 -0500 Subject: [PATCH] Fixed model architecture code import to only load the correct code for the model you're loading... added clear error message for anyone attempting to use Demucs with Python 3.9 --- .../separator/architectures/__init__.py | 4 - audio_separator/separator/separator.py | 20 +- poetry.lock | 310 +++++++++--------- pyproject.toml | 2 +- tests/TODO.txt | 2 + 5 files changed, 174 insertions(+), 164 deletions(-) diff --git a/audio_separator/separator/architectures/__init__.py b/audio_separator/separator/architectures/__init__.py index 5d1de84..e69de29 100644 --- a/audio_separator/separator/architectures/__init__.py +++ b/audio_separator/separator/architectures/__init__.py @@ -1,4 +0,0 @@ -from .mdx_separator import MDXSeparator -from .vr_separator import VRSeparator -from .demucs_separator import DemucsSeparator -from .mdxc_separator import MDXCSeparator \ No newline at end of file diff --git a/audio_separator/separator/separator.py b/audio_separator/separator/separator.py index c44425f..dbcf0ac 100644 --- a/audio_separator/separator/separator.py +++ b/audio_separator/separator/separator.py @@ -2,11 +2,13 @@ from importlib import metadata import os +import sys import platform import subprocess import time import logging import warnings +import importlib import hashlib import json @@ -618,18 +620,22 @@ def load_model(self, model_filename="UVR-MDX-NET-Inst_HQ_3.onnx"): "sample_rate": self.sample_rate, } - if model_type not in self.arch_specific_params: - raise ValueError(f"Model type not supported (yet): {model_type}") - # Instantiate the appropriate separator class depending on the model type - separator_classes = {"MDX": "MDXSeparator", "VR": "VRSeparator", "Demucs": "DemucsSeparator", "MDXC": "MDXCSeparator"} + separator_classes = {"MDX": "mdx_separator.MDXSeparator", "VR": "vr_separator.VRSeparator", "Demucs": "demucs_separator.DemucsSeparator", "MDXC": "mdxc_separator.MDXCSeparator"} - if model_type not in separator_classes: + if model_type not in self.arch_specific_params or model_type not in separator_classes: raise ValueError(f"Model type not supported (yet): {model_type}") - module = __import__("audio_separator.separator.architectures", fromlist=[separator_classes[model_type]]) + if model_type == "Demucs" and sys.version_info < (3, 10): + raise Exception("Demucs models require Python version 3.10 or newer.") + + self.logger.debug(f"Importing module for model type {model_type}: {separator_classes[model_type]}") + + module_name, class_name = separator_classes[model_type].split(".") + module = importlib.import_module(f"audio_separator.separator.architectures.{module_name}") + separator_class = getattr(module, class_name) - separator_class = getattr(module, separator_classes[model_type]) + self.logger.debug(f"Instantiating separator class for model type {model_type}: {separator_class}") self.model_instance = separator_class(common_config=common_params, arch_config=self.arch_specific_params[model_type]) # Log the completion of the model load process diff --git a/poetry.lock b/poetry.lock index 8aad480..c4e032e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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a/tests/TODO.txt b/tests/TODO.txt index 096883f..3294955 100644 --- a/tests/TODO.txt +++ b/tests/TODO.txt @@ -9,3 +9,5 @@ - Add a few different test files with different properties, e.g. background noise, stems present, or genre of music and ensure separation works as expected for each - Test that processing more than one distinct input file in sequence outputs separate files (not overwriting the first output with the second) - Test that every model returned by list_models actually works +- Test each model architecture at least once using each supported Python version, to ensure we actually do legitimately support all of them! +- Test that loading a model of one architecture does NOT load the code from any other architecture