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https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
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AUTOMATIC1111
GitHub
commit
9860a6acda
@ -218,49 +218,47 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
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ver_texts = [[images.GridAnnotation(y)] for y in y_labels]
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title_texts = [[images.GridAnnotation(z)] for z in z_labels]
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# Temporary list of all the images that are generated to be populated into the grid.
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# Will be filled with empty images for any individual step that fails to process properly
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image_cache = [None] * (len(xs) * len(ys) * len(zs))
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list_size = (len(xs) * len(ys) * len(zs))
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processed_result = None
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cell_mode = "P"
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cell_size = (1, 1)
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state.job_count = len(xs) * len(ys) * len(zs) * p.n_iter
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state.job_count = list_size * p.n_iter
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def process_cell(x, y, z, ix, iy, iz):
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nonlocal image_cache, processed_result, cell_mode, cell_size
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nonlocal processed_result
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def index(ix, iy, iz):
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return ix + iy * len(xs) + iz * len(xs) * len(ys)
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state.job = f"{index(ix, iy, iz) + 1} out of {len(xs) * len(ys) * len(zs)}"
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state.job = f"{index(ix, iy, iz) + 1} out of {list_size}"
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processed: Processed = cell(x, y, z)
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try:
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# this dereference will throw an exception if the image was not processed
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# (this happens in cases such as if the user stops the process from the UI)
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processed_image = processed.images[0]
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if processed_result is None:
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# Use our first processed result object as a template container to hold our full results
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processed_result = copy(processed)
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processed_result.images = [None] * list_size
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processed_result.all_prompts = [None] * list_size
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processed_result.all_seeds = [None] * list_size
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processed_result.infotexts = [None] * list_size
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processed_result.index_of_first_image = 1
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if processed_result is None:
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# Use our first valid processed result as a template container to hold our full results
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processed_result = copy(processed)
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cell_mode = processed_image.mode
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cell_size = processed_image.size
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processed_result.images = [Image.new(cell_mode, cell_size)]
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processed_result.all_prompts = [processed.prompt]
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processed_result.all_seeds = [processed.seed]
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processed_result.infotexts = [processed.infotexts[0]]
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idx = index(ix, iy, iz)
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if processed.images:
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# Non-empty list indicates some degree of success.
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processed_result.images[idx] = processed.images[0]
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processed_result.all_prompts[idx] = processed.prompt
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processed_result.all_seeds[idx] = processed.seed
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processed_result.infotexts[idx] = processed.infotexts[0]
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else:
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cell_mode = "P"
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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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cell_mode = processed_result.images[0].mode
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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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processed_result.images[idx] = Image.new(cell_mode, cell_size)
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image_cache[index(ix, iy, iz)] = processed_image
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if include_lone_images:
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processed_result.images.append(processed_image)
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processed_result.all_prompts.append(processed.prompt)
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processed_result.all_seeds.append(processed.seed)
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processed_result.infotexts.append(processed.infotexts[0])
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except:
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image_cache[index(ix, iy, iz)] = Image.new(cell_mode, cell_size)
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if first_axes_processed == 'x':
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for ix, x in enumerate(xs):
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@ -294,27 +292,37 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
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process_cell(x, y, z, ix, iy, iz)
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if not processed_result:
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# Should never happen, I've only seen it on one of four open tabs and it needed to refresh.
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print("Unexpected error: Processing could not begin, you may need to refresh the tab or restart the service.")
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return Processed(p, [])
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elif not any(processed_result.images):
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print("Unexpected error: draw_xyz_grid failed to return even a single processed image")
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return Processed(p, [])
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sub_grids = [None] * len(zs)
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for i in range(len(zs)):
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start_index = i * len(xs) * len(ys)
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z_count = len(zs)
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sub_grids = [None] * z_count
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for i in range(z_count):
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start_index = (i * len(xs) * len(ys)) + i
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end_index = start_index + len(xs) * len(ys)
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grid = images.image_grid(image_cache[start_index:end_index], rows=len(ys))
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grid = images.image_grid(processed_result.images[start_index:end_index], rows=len(ys))
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if draw_legend:
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grid = images.draw_grid_annotations(grid, cell_size[0], cell_size[1], hor_texts, ver_texts, margin_size)
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sub_grids[i] = grid
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if include_sub_grids and len(zs) > 1:
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processed_result.images.insert(i+1, grid)
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grid = images.draw_grid_annotations(grid, processed_result.images[start_index].size[0], processed_result.images[start_index].size[1], hor_texts, ver_texts, margin_size)
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processed_result.images.insert(i, grid)
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processed_result.all_prompts.insert(i, processed_result.all_prompts[start_index])
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processed_result.all_seeds.insert(i, processed_result.all_seeds[start_index])
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processed_result.infotexts.insert(i, processed_result.infotexts[start_index])
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sub_grid_size = sub_grids[0].size
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z_grid = images.image_grid(sub_grids, rows=1)
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sub_grid_size = processed_result.images[0].size
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z_grid = images.image_grid(processed_result.images[:z_count], rows=1)
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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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processed_result.images[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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#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.infotexts.insert(0, processed_result.infotexts[0])
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return processed_result, sub_grids
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return processed_result
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class SharedSettingsStackHelper(object):
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@ -540,7 +548,7 @@ class Script(scripts.Script):
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# If one of the axes is very slow to change between (like SD model
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# checkpoint), then make sure it is in the outer iteration of the nested
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# `for` loop.
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first_axes_processed = 'x'
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first_axes_processed = 'z'
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second_axes_processed = 'y'
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if x_opt.cost > y_opt.cost and x_opt.cost > z_opt.cost:
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first_axes_processed = 'x'
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@ -600,7 +608,7 @@ class Script(scripts.Script):
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return res
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with SharedSettingsStackHelper():
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processed, sub_grids = draw_xyz_grid(
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processed = draw_xyz_grid(
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p,
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xs=xs,
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ys=ys,
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@ -617,11 +625,30 @@ class Script(scripts.Script):
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margin_size=margin_size
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)
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if opts.grid_save and len(sub_grids) > 1:
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for sub_grid in sub_grids:
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images.save_image(sub_grid, p.outpath_grids, "xyz_grid", info=grid_infotext[0], extension=opts.grid_format, prompt=p.prompt, seed=processed.seed, grid=True, p=p)
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if not processed.images:
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# It broke, no further handling needed.
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return processed
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z_count = len(zs)
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if not include_lone_images:
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# Don't need sub-images anymore, drop from list:
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processed.images = processed.images[:z_count+1]
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if opts.grid_save:
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images.save_image(processed.images[0], p.outpath_grids, "xyz_grid", info=grid_infotext[0], extension=opts.grid_format, prompt=p.prompt, seed=processed.seed, grid=True, p=p)
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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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for g in range(grid_count):
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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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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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if not include_sub_grids:
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# Done with sub-grids, drop all related information:
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for sg in range(z_count):
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del processed.images[1]
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del processed.all_prompts[1]
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del processed.all_seeds[1]
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del processed.infotexts[1]
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return processed
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