from invokeai.backend.modules.parse_seed_weights import parse_seed_weights import argparse SAMPLER_CHOICES = [ "ddim", "k_dpm_2_a", "k_dpm_2", "k_dpmpp_2_a", "k_dpmpp_2", "k_euler_a", "k_euler", "k_heun", "k_lms", "plms", # diffusers: "pndm", ] def parameters_to_command(params): """ Converts dict of parameters into a `invoke.py` REPL command. """ switches = list() if "prompt" in params: switches.append(f'"{params["prompt"]}"') if "steps" in params: switches.append(f'-s {params["steps"]}') if "seed" in params: switches.append(f'-S {params["seed"]}') if "width" in params: switches.append(f'-W {params["width"]}') if "height" in params: switches.append(f'-H {params["height"]}') if "cfg_scale" in params: switches.append(f'-C {params["cfg_scale"]}') if "sampler_name" in params: switches.append(f'-A {params["sampler_name"]}') if "seamless" in params and params["seamless"] == True: switches.append(f"--seamless") if "hires_fix" in params and params["hires_fix"] == True: switches.append(f"--hires") if "init_img" in params and len(params["init_img"]) > 0: switches.append(f'-I {params["init_img"]}') if "init_mask" in params and len(params["init_mask"]) > 0: switches.append(f'-M {params["init_mask"]}') if "init_color" in params and len(params["init_color"]) > 0: switches.append(f'--init_color {params["init_color"]}') if "strength" in params and "init_img" in params: switches.append(f'-f {params["strength"]}') if "fit" in params and params["fit"] == True: switches.append(f"--fit") if "facetool" in params: switches.append(f'-ft {params["facetool"]}') if "facetool_strength" in params and params["facetool_strength"]: switches.append(f'-G {params["facetool_strength"]}') elif "gfpgan_strength" in params and params["gfpgan_strength"]: switches.append(f'-G {params["gfpgan_strength"]}') if "codeformer_fidelity" in params: switches.append(f'-cf {params["codeformer_fidelity"]}') if "upscale" in params and params["upscale"]: switches.append(f'-U {params["upscale"][0]} {params["upscale"][1]}') if "variation_amount" in params and params["variation_amount"] > 0: switches.append(f'-v {params["variation_amount"]}') if "with_variations" in params: seed_weight_pairs = ",".join( f"{seed}:{weight}" for seed, weight in params["with_variations"] ) switches.append(f"-V {seed_weight_pairs}") return " ".join(switches)