import sys ve = "src/encoders/vision_encoder.py" src = open(ve).read() if "class PanDermEncoder" in src: print("already inserted; skipping") sys.exit(0) wrap = open("src/encoders/panderm_wrappers_snippet.py").read() anchor = "# Registry mapping encoder types to classes" assert anchor in src, "registry anchor not found" src = src.replace(anchor, wrap.rstrip() + "\n\n\n" + anchor, 1) reg_anchor = " 'dinov3mls': DINOv3MultiLayerSimpleAddEncoder," assert reg_anchor in src, "dinov3mls registry line not found" src = src.replace( reg_anchor, reg_anchor + "\n # PanDerm dermatology FM\n 'panderm': PanDermEncoder,\n 'pandermmls': PanDermMultiLayerSimpleAddEncoder,", 1, ) open(ve, "w").write(src) print("inserted PanDerm wrappers + registry OK")