import os import sys import unittest ROOT_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))) sys.path.append(os.path.join(ROOT_DIR, "utils")) import create_dependency_mapping # noqa: E402 # This is equivalent to `all` in the current library state (as of 09/01/2025) MODEL_ROOT = os.path.join("src", "transformers", "models") FILES_TO_PARSE = [ os.path.join(MODEL_ROOT, "starcoder2", "modular_starcoder2.py"), os.path.join(MODEL_ROOT, "gemma", "modular_gemma.py"), os.path.join(MODEL_ROOT, "olmo2", "modular_olmo2.py"), os.path.join(MODEL_ROOT, "diffllama", "modular_diffllama.py"), os.path.join(MODEL_ROOT, "granite", "modular_granite.py"), os.path.join(MODEL_ROOT, "gemma2", "modular_gemma2.py"), os.path.join(MODEL_ROOT, "mixtral", "modular_mixtral.py"), os.path.join(MODEL_ROOT, "minimax_text_01", "modular_minimax_text_01.py"), os.path.join(MODEL_ROOT, "olmo", "modular_olmo.py"), os.path.join(MODEL_ROOT, "rt_detr", "modular_rt_detr.py"), os.path.join(MODEL_ROOT, "qwen2", "modular_qwen2.py"), os.path.join(MODEL_ROOT, "llava_next_video", "modular_llava_next_video.py"), os.path.join(MODEL_ROOT, "cohere2", "modular_cohere2.py"), os.path.join(MODEL_ROOT, "modernbert", "modular_modernbert.py"), os.path.join(MODEL_ROOT, "colpali", "modular_colpali.py"), os.path.join(MODEL_ROOT, "deformable_detr", "modular_deformable_detr.py"), os.path.join(MODEL_ROOT, "aria", "modular_aria.py"), os.path.join(MODEL_ROOT, "ijepa", "modular_ijepa.py"), os.path.join(MODEL_ROOT, "bamba", "modular_bamba.py"), os.path.join(MODEL_ROOT, "dinov2_with_registers", "modular_dinov2_with_registers.py"), os.path.join(MODEL_ROOT, "instructblipvideo", "modular_instructblipvideo.py"), os.path.join(MODEL_ROOT, "glm", "modular_glm.py"), os.path.join(MODEL_ROOT, "phi", "modular_phi.py"), os.path.join(MODEL_ROOT, "mistral", "modular_mistral.py"), os.path.join(MODEL_ROOT, "phi3", "modular_phi3.py"), os.path.join(MODEL_ROOT, "cohere", "modular_cohere.py"), ] def appear_after(model1: str, model2: str, priority_list: list[str]) -> bool: """Return True if `model1` appear after `model2` in `priority_list`.""" return priority_list.index(model1) > priority_list.index(model2) class ConversionOrderTest(unittest.TestCase): def test_conversion_order(self): # Find the order priority_list = create_dependency_mapping.find_priority_list(FILES_TO_PARSE) # Extract just the model names model_priority_list = [file.rsplit("modular_")[-1].replace(".py", "") for file in priority_list] # These are based on what the current library order should be (as of 09/01/2025) self.assertTrue(appear_after("minimax_text_01", "mixtral", model_priority_list)) self.assertTrue(appear_after("mixtral", "mistral", model_priority_list)) self.assertTrue(appear_after("gemma2", "gemma", model_priority_list)) self.assertTrue(appear_after("starcoder2", "mistral", model_priority_list)) self.assertTrue(appear_after("olmo2", "olmo", model_priority_list)) self.assertTrue(appear_after("diffllama", "mistral", model_priority_list)) self.assertTrue(appear_after("cohere2", "gemma2", model_priority_list)) self.assertTrue(appear_after("cohere2", "cohere", model_priority_list)) self.assertTrue(appear_after("phi3", "mistral", model_priority_list))