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Merge pull request #8326 from DejitaruJin/xyz-order-fix

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Xyz order fix
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AUTOMATIC1111 2023-03-11 13:51:35 +03:00 committed by GitHub
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1 changed files with 74 additions and 47 deletions
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scripts/xyz_grid.py
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@ -218,49 +218,47 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
ver_texts = [[images.GridAnnotation(y)] for y in y_labels]
title_texts = [[images.GridAnnotation(z)] for z in z_labels]
# Temporary list of all the images that are generated to be populated into the grid.
# Will be filled with empty images for any individual step that fails to process properly
image_cache = [None] * (len(xs) * len(ys) * len(zs))
list_size = (len(xs) * len(ys) * len(zs))
processed_result = None
cell_mode = "P"
cell_size = (1, 1)
state.job_count = len(xs) * len(ys) * len(zs) * p.n_iter
state.job_count = list_size * p.n_iter
def process_cell(x, y, z, ix, iy, iz):
nonlocal image_cache, processed_result, cell_mode, cell_size
nonlocal processed_result
def index(ix, iy, iz):
return ix + iy * len(xs) + iz * len(xs) * len(ys)
state.job = f"{index(ix, iy, iz) + 1} out of {len(xs) * len(ys) * len(zs)}"
state.job = f"{index(ix, iy, iz) + 1} out of {list_size}"
processed: Processed = cell(x, y, z)
try:
# this dereference will throw an exception if the image was not processed
# (this happens in cases such as if the user stops the process from the UI)
processed_image = processed.images[0]
if processed_result is None:
# Use our first processed result object as a template container to hold our full results
processed_result = copy(processed)
processed_result.images = [None] * list_size
processed_result.all_prompts = [None] * list_size
processed_result.all_seeds = [None] * list_size
processed_result.infotexts = [None] * list_size
processed_result.index_of_first_image = 1
if processed_result is None:
# Use our first valid processed result as a template container to hold our full results
processed_result = copy(processed)
cell_mode = processed_image.mode
cell_size = processed_image.size
processed_result.images = [Image.new(cell_mode, cell_size)]
processed_result.all_prompts = [processed.prompt]
processed_result.all_seeds = [processed.seed]
processed_result.infotexts = [processed.infotexts[0]]
idx = index(ix, iy, iz)
if processed.images:
# Non-empty list indicates some degree of success.
processed_result.images[idx] = processed.images[0]
processed_result.all_prompts[idx] = processed.prompt
processed_result.all_seeds[idx] = processed.seed
processed_result.infotexts[idx] = processed.infotexts[0]
else:
cell_mode = "P"
cell_size = (processed_result.width, processed_result.height)
if processed_result.images[0] is not None:
cell_mode = processed_result.images[0].mode
#This corrects size in case of batches:
cell_size = processed_result.images[0].size
processed_result.images[idx] = Image.new(cell_mode, cell_size)
image_cache[index(ix, iy, iz)] = processed_image
if include_lone_images:
processed_result.images.append(processed_image)
processed_result.all_prompts.append(processed.prompt)
processed_result.all_seeds.append(processed.seed)
processed_result.infotexts.append(processed.infotexts[0])
except:
image_cache[index(ix, iy, iz)] = Image.new(cell_mode, cell_size)
if first_axes_processed == 'x':
for ix, x in enumerate(xs):
@ -294,27 +292,37 @@ def draw_xyz_grid(p, xs, ys, zs, x_labels, y_labels, z_labels, cell, draw_legend
process_cell(x, y, z, ix, iy, iz)
if not processed_result:
# Should never happen, I've only seen it on one of four open tabs and it needed to refresh.
print("Unexpected error: Processing could not begin, you may need to refresh the tab or restart the service.")
return Processed(p, [])
elif not any(processed_result.images):
print("Unexpected error: draw_xyz_grid failed to return even a single processed image")
return Processed(p, [])
sub_grids = [None] * len(zs)
for i in range(len(zs)):
start_index = i * len(xs) * len(ys)
z_count = len(zs)
sub_grids = [None] * z_count
for i in range(z_count):
start_index = (i * len(xs) * len(ys)) + i
end_index = start_index + len(xs) * len(ys)
grid = images.image_grid(image_cache[start_index:end_index], rows=len(ys))
grid = images.image_grid(processed_result.images[start_index:end_index], rows=len(ys))
if draw_legend:
grid = images.draw_grid_annotations(grid, cell_size[0], cell_size[1], hor_texts, ver_texts, margin_size)
sub_grids[i] = grid
if include_sub_grids and len(zs) > 1:
processed_result.images.insert(i+1, grid)
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)
processed_result.images.insert(i, grid)
processed_result.all_prompts.insert(i, processed_result.all_prompts[start_index])
processed_result.all_seeds.insert(i, processed_result.all_seeds[start_index])
processed_result.infotexts.insert(i, processed_result.infotexts[start_index])
sub_grid_size = sub_grids[0].size
z_grid = images.image_grid(sub_grids, rows=1)
sub_grid_size = processed_result.images[0].size
z_grid = images.image_grid(processed_result.images[:z_count], rows=1)
if draw_legend:
z_grid = images.draw_grid_annotations(z_grid, sub_grid_size[0], sub_grid_size[1], title_texts, [[images.GridAnnotation()]])
processed_result.images[0] = z_grid
processed_result.images.insert(0, z_grid)
#TODO: Deeper aspects of the program rely on grid info being misaligned between metadata arrays, which is not ideal.
#processed_result.all_prompts.insert(0, processed_result.all_prompts[0])
#processed_result.all_seeds.insert(0, processed_result.all_seeds[0])
processed_result.infotexts.insert(0, processed_result.infotexts[0])
return processed_result, sub_grids
return processed_result
class SharedSettingsStackHelper(object):
@ -540,7 +548,7 @@ class Script(scripts.Script):
# If one of the axes is very slow to change between (like SD model
# checkpoint), then make sure it is in the outer iteration of the nested
# `for` loop.
first_axes_processed = 'x'
first_axes_processed = 'z'
second_axes_processed = 'y'
if x_opt.cost > y_opt.cost and x_opt.cost > z_opt.cost:
first_axes_processed = 'x'
@ -600,7 +608,7 @@ class Script(scripts.Script):
return res
with SharedSettingsStackHelper():
processed, sub_grids = draw_xyz_grid(
processed = draw_xyz_grid(
p,
xs=xs,
ys=ys,
@ -617,11 +625,30 @@ class Script(scripts.Script):
margin_size=margin_size
)
if opts.grid_save and len(sub_grids) > 1:
for sub_grid in sub_grids:
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)
if not processed.images:
# It broke, no further handling needed.
return processed
z_count = len(zs)
if not include_lone_images:
# Don't need sub-images anymore, drop from list:
processed.images = processed.images[:z_count+1]
if opts.grid_save:
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)
# Auto-save main and sub-grids:
grid_count = z_count + 1 if z_count > 1 else 1
for g in range(grid_count):
#TODO: See previous comment about intentional data misalignment.
adj_g = g-1 if g > 0 else g
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)
if not include_sub_grids:
# Done with sub-grids, drop all related information:
for sg in range(z_count):
del processed.images[1]
del processed.all_prompts[1]
del processed.all_seeds[1]
del processed.infotexts[1]
return processed