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https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
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format
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c8d453e915
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@ -175,18 +175,22 @@ def do_nothing(p, x, xs):
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def format_nothing(p, opt, x):
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def format_nothing(p, opt, x):
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return ""
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return ""
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def format_remove_path(p, opt, x):
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def format_remove_path(p, opt, x):
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return os.path.basename(x)
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return os.path.basename(x)
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def str_permutations(x):
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def str_permutations(x):
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"""dummy function for specifying it in AxisOption's type when you want to get a list of permutations"""
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"""dummy function for specifying it in AxisOption's type when you want to get a list of permutations"""
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return x
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return x
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def list_to_csv_string(data_list):
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def list_to_csv_string(data_list):
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with StringIO() as o:
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with StringIO() as o:
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csv.writer(o).writerow(data_list)
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csv.writer(o).writerow(data_list)
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return o.getvalue().strip()
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return o.getvalue().strip()
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class AxisOption:
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class AxisOption:
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def __init__(self, label, type, apply, format_value=format_value_add_label, confirm=None, cost=0.0, choices=None):
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def __init__(self, label, type, apply, format_value=format_value_add_label, confirm=None, cost=0.0, choices=None):
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self.label = label
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self.label = label
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@ -203,6 +207,7 @@ class AxisOptionImg2Img(AxisOption):
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super().__init__(*args, **kwargs)
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super().__init__(*args, **kwargs)
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self.is_img2img = True
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self.is_img2img = True
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class AxisOptionTxt2Img(AxisOption):
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class AxisOptionTxt2Img(AxisOption):
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def __init__(self, *args, **kwargs):
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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super().__init__(*args, **kwargs)
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@ -290,11 +295,10 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
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cell_size = (processed_result.width, processed_result.height)
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cell_size = (processed_result.width, processed_result.height)
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if processed_result.images[0] is not None:
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if processed_result.images[0] is not None:
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cell_mode = processed_result.images[0].mode
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cell_mode = processed_result.images[0].mode
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#This corrects size in case of batches:
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# This corrects size in case of batches:
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cell_size = processed_result.images[0].size
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cell_size = processed_result.images[0].size
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processed_result.images[idx] = Image.new(cell_mode, cell_size)
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processed_result.images[idx] = Image.new(cell_mode, cell_size)
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if first_axes_processed == 'x':
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if first_axes_processed == 'x':
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for ix, x in enumerate(xs):
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for ix, x in enumerate(xs):
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if second_axes_processed == 'y':
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if second_axes_processed == 'y':
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@ -352,9 +356,9 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
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if draw_legend:
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if draw_legend:
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z_grid = images.draw_grid_annotations(z_grid, sub_grid_size[0], sub_grid_size[1], title_texts, [[images.GridAnnotation()]])
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z_grid = images.draw_grid_annotations(z_grid, sub_grid_size[0], sub_grid_size[1], title_texts, [[images.GridAnnotation()]])
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processed_result.images.insert(0, z_grid)
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processed_result.images.insert(0, z_grid)
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#TODO: Deeper aspects of the program rely on grid info being misaligned between metadata arrays, which is not ideal.
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# TODO: Deeper aspects of the program rely on grid info being misaligned between metadata arrays, which is not ideal.
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#processed_result.all_prompts.insert(0, processed_result.all_prompts[0])
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# processed_result.all_prompts.insert(0, processed_result.all_prompts[0])
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#processed_result.all_seeds.insert(0, processed_result.all_seeds[0])
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# processed_result.all_seeds.insert(0, processed_result.all_seeds[0])
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processed_result.infotexts.insert(0, processed_result.infotexts[0])
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processed_result.infotexts.insert(0, processed_result.infotexts[0])
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return processed_result
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return processed_result
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@ -396,19 +400,19 @@ class Script(scripts.Script):
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with gr.Row():
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with gr.Row():
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x_type = gr.Dropdown(label="X type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[1].label, type="index", elem_id=self.elem_id("x_type"))
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x_type = gr.Dropdown(label="X type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[1].label, type="index", elem_id=self.elem_id("x_type"))
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x_values = gr.Textbox(label="X values", lines=1, elem_id=self.elem_id("x_values"))
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x_values = gr.Textbox(label="X values", lines=1, elem_id=self.elem_id("x_values"))
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x_values_dropdown = gr.Dropdown(label="X values",visible=False,multiselect=True,interactive=True)
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x_values_dropdown = gr.Dropdown(label="X values", visible=False, multiselect=True, interactive=True)
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fill_x_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_x_tool_button", visible=False)
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fill_x_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_x_tool_button", visible=False)
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with gr.Row():
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with gr.Row():
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y_type = gr.Dropdown(label="Y type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[0].label, type="index", elem_id=self.elem_id("y_type"))
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y_type = gr.Dropdown(label="Y type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[0].label, type="index", elem_id=self.elem_id("y_type"))
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y_values = gr.Textbox(label="Y values", lines=1, elem_id=self.elem_id("y_values"))
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y_values = gr.Textbox(label="Y values", lines=1, elem_id=self.elem_id("y_values"))
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y_values_dropdown = gr.Dropdown(label="Y values",visible=False,multiselect=True,interactive=True)
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y_values_dropdown = gr.Dropdown(label="Y values", visible=False, multiselect=True, interactive=True)
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fill_y_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_y_tool_button", visible=False)
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fill_y_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_y_tool_button", visible=False)
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with gr.Row():
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with gr.Row():
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z_type = gr.Dropdown(label="Z type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[0].label, type="index", elem_id=self.elem_id("z_type"))
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z_type = gr.Dropdown(label="Z type", choices=[x.label for x in self.current_axis_options], value=self.current_axis_options[0].label, type="index", elem_id=self.elem_id("z_type"))
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z_values = gr.Textbox(label="Z values", lines=1, elem_id=self.elem_id("z_values"))
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z_values = gr.Textbox(label="Z values", lines=1, elem_id=self.elem_id("z_values"))
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z_values_dropdown = gr.Dropdown(label="Z values",visible=False,multiselect=True,interactive=True)
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z_values_dropdown = gr.Dropdown(label="Z values", visible=False, multiselect=True, interactive=True)
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fill_z_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_z_tool_button", visible=False)
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fill_z_button = ToolButton(value=fill_values_symbol, elem_id="xyz_grid_fill_z_tool_button", visible=False)
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with gr.Row(variant="compact", elem_id="axis_options"):
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with gr.Row(variant="compact", elem_id="axis_options"):
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@ -465,22 +469,22 @@ class Script(scripts.Script):
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y_type.change(fn=select_axis, inputs=[y_type, y_values_dropdown], outputs=[fill_y_button, y_values, y_values_dropdown])
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y_type.change(fn=select_axis, inputs=[y_type, y_values_dropdown], outputs=[fill_y_button, y_values, y_values_dropdown])
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z_type.change(fn=select_axis, inputs=[z_type, z_values_dropdown], outputs=[fill_z_button, z_values, z_values_dropdown])
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z_type.change(fn=select_axis, inputs=[z_type, z_values_dropdown], outputs=[fill_z_button, z_values, z_values_dropdown])
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def get_dropdown_update_from_params(axis,params):
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def get_dropdown_update_from_params(axis, params):
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val_key = f"{axis} Values"
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val_key = f"{axis} Values"
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vals = params.get(val_key,"")
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vals = params.get(val_key, "")
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valslist = [x.strip() for x in chain.from_iterable(csv.reader(StringIO(vals))) if x]
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valslist = [x.strip() for x in chain.from_iterable(csv.reader(StringIO(vals))) if x]
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return gr.update(value = valslist)
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return gr.update(value=valslist)
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self.infotext_fields = (
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self.infotext_fields = (
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(x_type, "X Type"),
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(x_type, "X Type"),
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(x_values, "X Values"),
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(x_values, "X Values"),
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(x_values_dropdown, lambda params:get_dropdown_update_from_params("X",params)),
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(x_values_dropdown, lambda params: get_dropdown_update_from_params("X", params)),
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(y_type, "Y Type"),
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(y_type, "Y Type"),
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(y_values, "Y Values"),
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(y_values, "Y Values"),
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(y_values_dropdown, lambda params:get_dropdown_update_from_params("Y",params)),
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(y_values_dropdown, lambda params: get_dropdown_update_from_params("Y", params)),
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(z_type, "Z Type"),
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(z_type, "Z Type"),
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(z_values, "Z Values"),
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(z_values, "Z Values"),
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(z_values_dropdown, lambda params:get_dropdown_update_from_params("Z",params)),
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(z_values_dropdown, lambda params: get_dropdown_update_from_params("Z", params)),
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)
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)
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return [x_type, x_values, x_values_dropdown, y_type, y_values, y_values_dropdown, z_type, z_values, z_values_dropdown, draw_legend, include_lone_images, include_sub_grids, no_fixed_seeds, margin_size]
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return [x_type, x_values, x_values_dropdown, y_type, y_values, y_values_dropdown, z_type, z_values, z_values_dropdown, draw_legend, include_lone_images, include_sub_grids, no_fixed_seeds, margin_size]
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@ -515,8 +519,8 @@ class Script(scripts.Script):
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valslist_ext += list(range(start, end, step))
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valslist_ext += list(range(start, end, step))
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elif mc is not None:
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elif mc is not None:
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start = int(mc.group(1))
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start = int(mc.group(1))
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end = int(mc.group(2))
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end = int(mc.group(2))
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num = int(mc.group(3)) if mc.group(3) is not None else 1
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num = int(mc.group(3)) if mc.group(3) is not None else 1
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valslist_ext += [int(x) for x in np.linspace(start=start, stop=end, num=num).tolist()]
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valslist_ext += [int(x) for x in np.linspace(start=start, stop=end, num=num).tolist()]
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else:
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else:
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@ -537,8 +541,8 @@ class Script(scripts.Script):
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valslist_ext += np.arange(start, end + step, step).tolist()
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valslist_ext += np.arange(start, end + step, step).tolist()
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elif mc is not None:
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elif mc is not None:
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start = float(mc.group(1))
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start = float(mc.group(1))
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end = float(mc.group(2))
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end = float(mc.group(2))
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num = int(mc.group(3)) if mc.group(3) is not None else 1
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num = int(mc.group(3)) if mc.group(3) is not None else 1
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valslist_ext += np.linspace(start=start, stop=end, num=num).tolist()
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valslist_ext += np.linspace(start=start, stop=end, num=num).tolist()
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else:
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else:
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@ -572,7 +576,7 @@ class Script(scripts.Script):
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zs = process_axis(z_opt, z_values, z_values_dropdown)
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zs = process_axis(z_opt, z_values, z_values_dropdown)
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# this could be moved to common code, but unlikely to be ever triggered anywhere else
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# this could be moved to common code, but unlikely to be ever triggered anywhere else
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Image.MAX_IMAGE_PIXELS = None # disable check in Pillow and rely on check below to allow large custom image sizes
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Image.MAX_IMAGE_PIXELS = None # disable check in Pillow and rely on check below to allow large custom image sizes
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grid_mp = round(len(xs) * len(ys) * len(zs) * p.width * p.height / 1000000)
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grid_mp = round(len(xs) * len(ys) * len(zs) * p.width * p.height / 1000000)
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assert grid_mp < opts.img_max_size_mp, f'Error: Resulting grid would be too large ({grid_mp} MPixels) (max configured size is {opts.img_max_size_mp} MPixels)'
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assert grid_mp < opts.img_max_size_mp, f'Error: Resulting grid would be too large ({grid_mp} MPixels) (max configured size is {opts.img_max_size_mp} MPixels)'
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@ -732,7 +736,7 @@ class Script(scripts.Script):
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# Auto-save main and sub-grids:
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# Auto-save main and sub-grids:
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grid_count = z_count + 1 if z_count > 1 else 1
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grid_count = z_count + 1 if z_count > 1 else 1
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for g in range(grid_count):
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for g in range(grid_count):
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#TODO: See previous comment about intentional data misalignment.
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# TODO: See previous comment about intentional data misalignment.
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adj_g = g-1 if g > 0 else g
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adj_g = g-1 if g > 0 else g
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images.save_image(processed.images[g], p.outpath_grids, "xyz_grid", info=processed.infotexts[g], extension=opts.grid_format, prompt=processed.all_prompts[adj_g], seed=processed.all_seeds[adj_g], grid=True, p=processed)
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images.save_image(processed.images[g], p.outpath_grids, "xyz_grid", info=processed.infotexts[g], extension=opts.grid_format, prompt=processed.all_prompts[adj_g], seed=processed.all_seeds[adj_g], grid=True, p=processed)
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