xy_grid: Refactor confirm functions
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@ -77,12 +77,26 @@ def apply_sampler(p, x, xs):
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p.sampler_index = sampler_index
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p.sampler_index = sampler_index
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def confirm_samplers(p, xs):
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samplers_dict = build_samplers_dict(p)
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for x in xs:
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if x.lower() not in samplers_dict.keys():
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raise RuntimeError(f"Unknown sampler: {x}")
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def apply_checkpoint(p, x, xs):
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def apply_checkpoint(p, x, xs):
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info = modules.sd_models.get_closet_checkpoint_match(x)
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info = modules.sd_models.get_closet_checkpoint_match(x)
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assert info is not None, f'Checkpoint for {x} not found'
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if info is None:
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raise RuntimeError(f"Unknown checkpoint: {x}")
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modules.sd_models.reload_model_weights(shared.sd_model, info)
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modules.sd_models.reload_model_weights(shared.sd_model, info)
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def confirm_checkpoints(p, xs):
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for x in xs:
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if modules.sd_models.get_closet_checkpoint_match(x) is None:
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raise RuntimeError(f"Unknown checkpoint: {x}")
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def apply_hypernetwork(p, x, xs):
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def apply_hypernetwork(p, x, xs):
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if x.lower() in ["", "none"]:
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if x.lower() in ["", "none"]:
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name = None
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name = None
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@ -93,7 +107,7 @@ def apply_hypernetwork(p, x, xs):
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hypernetwork.load_hypernetwork(name)
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hypernetwork.load_hypernetwork(name)
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def confirm_hypernetworks(xs):
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def confirm_hypernetworks(p, xs):
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for x in xs:
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for x in xs:
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if x.lower() in ["", "none"]:
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if x.lower() in ["", "none"]:
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continue
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continue
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@ -135,29 +149,29 @@ def str_permutations(x):
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return x
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return x
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AxisOption = namedtuple("AxisOption", ["label", "type", "apply", "format_value"])
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AxisOption = namedtuple("AxisOption", ["label", "type", "apply", "format_value", "confirm"])
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AxisOptionImg2Img = namedtuple("AxisOptionImg2Img", ["label", "type", "apply", "format_value"])
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AxisOptionImg2Img = namedtuple("AxisOptionImg2Img", ["label", "type", "apply", "format_value", "confirm"])
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axis_options = [
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axis_options = [
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AxisOption("Nothing", str, do_nothing, format_nothing),
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AxisOption("Nothing", str, do_nothing, format_nothing, None),
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AxisOption("Seed", int, apply_field("seed"), format_value_add_label),
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AxisOption("Seed", int, apply_field("seed"), format_value_add_label, None),
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AxisOption("Var. seed", int, apply_field("subseed"), format_value_add_label),
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AxisOption("Var. seed", int, apply_field("subseed"), format_value_add_label, None),
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AxisOption("Var. strength", float, apply_field("subseed_strength"), format_value_add_label),
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AxisOption("Var. strength", float, apply_field("subseed_strength"), format_value_add_label, None),
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AxisOption("Steps", int, apply_field("steps"), format_value_add_label),
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AxisOption("Steps", int, apply_field("steps"), format_value_add_label, None),
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AxisOption("CFG Scale", float, apply_field("cfg_scale"), format_value_add_label),
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AxisOption("CFG Scale", float, apply_field("cfg_scale"), format_value_add_label, None),
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AxisOption("Prompt S/R", str, apply_prompt, format_value),
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AxisOption("Prompt S/R", str, apply_prompt, format_value, None),
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AxisOption("Prompt order", str_permutations, apply_order, format_value_join_list),
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AxisOption("Prompt order", str_permutations, apply_order, format_value_join_list, None),
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AxisOption("Sampler", str, apply_sampler, format_value),
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AxisOption("Sampler", str, apply_sampler, format_value, confirm_samplers),
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AxisOption("Checkpoint name", str, apply_checkpoint, format_value),
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AxisOption("Checkpoint name", str, apply_checkpoint, format_value, confirm_checkpoints),
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AxisOption("Hypernetwork", str, apply_hypernetwork, format_value),
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AxisOption("Hypernetwork", str, apply_hypernetwork, format_value, confirm_hypernetworks),
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AxisOption("Sigma Churn", float, apply_field("s_churn"), format_value_add_label),
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AxisOption("Sigma Churn", float, apply_field("s_churn"), format_value_add_label, None),
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AxisOption("Sigma min", float, apply_field("s_tmin"), format_value_add_label),
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AxisOption("Sigma min", float, apply_field("s_tmin"), format_value_add_label, None),
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AxisOption("Sigma max", float, apply_field("s_tmax"), format_value_add_label),
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AxisOption("Sigma max", float, apply_field("s_tmax"), format_value_add_label, None),
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AxisOption("Sigma noise", float, apply_field("s_noise"), format_value_add_label),
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AxisOption("Sigma noise", float, apply_field("s_noise"), format_value_add_label, None),
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AxisOption("Eta", float, apply_field("eta"), format_value_add_label),
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AxisOption("Eta", float, apply_field("eta"), format_value_add_label, None),
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AxisOption("Clip skip", int, apply_clip_skip, format_value_add_label),
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AxisOption("Clip skip", int, apply_clip_skip, format_value_add_label, None),
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AxisOptionImg2Img("Denoising", float, apply_field("denoising_strength"), format_value_add_label), # as it is now all AxisOptionImg2Img items must go after AxisOption ones
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AxisOptionImg2Img("Denoising", float, apply_field("denoising_strength"), format_value_add_label, None), # as it is now all AxisOptionImg2Img items must go after AxisOption ones
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]
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]
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@ -285,17 +299,8 @@ class Script(scripts.Script):
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valslist = [opt.type(x) for x in valslist]
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valslist = [opt.type(x) for x in valslist]
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# Confirm options are valid before starting
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# Confirm options are valid before starting
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if opt.label == "Sampler":
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if opt.confirm:
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samplers_dict = build_samplers_dict(p)
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opt.confirm(p, valslist)
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for sampler_val in valslist:
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if sampler_val.lower() not in samplers_dict.keys():
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raise RuntimeError(f"Unknown sampler: {sampler_val}")
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elif opt.label == "Checkpoint name":
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for ckpt_val in valslist:
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if modules.sd_models.get_closet_checkpoint_match(ckpt_val) is None:
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raise RuntimeError(f"Checkpoint for {ckpt_val} not found")
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elif opt.label == "Hypernetwork":
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confirm_hypernetworks(valslist)
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return valslist
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return valslist
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