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Stable Diffusion Webui
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novelai-storage
Stable Diffusion Webui
Commits
35ac3a66
Commit
35ac3a66
authored
Aug 30, 2022
by
deggua
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Plain Diff
Improved error messages, formatting, and fixed the settings menu
parent
aa74ac7e
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53 additions
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30 deletions
+53
-30
webui.py
webui.py
+53
-30
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webui.py
View file @
35ac3a66
import
argparse
from
doctest
import
OutputChecker
import
os
from
pydoc
import
visiblename
import
sys
from
collections
import
namedtuple
import
torch
...
...
@@ -18,6 +16,7 @@ import html
import
time
import
json
import
traceback
from
datetime
import
datetime
import
k_diffusion.sampling
from
ldm.util
import
instantiate_from_config
...
...
@@ -215,8 +214,11 @@ def sanitize_filename_part(text):
return
text
.
replace
(
' '
,
'_'
)
.
translate
({
ord
(
x
):
''
for
x
in
invalid_filename_chars
})[:
128
]
def
plaintext_to_html
(
text
):
text
=
""
.
join
([
f
"<p>{html.escape(x)}</p>
\n
"
for
x
in
text
.
split
(
'
\n
'
)])
def
plaintext_to_html
(
text
,
klass
=
None
):
if
klass
is
None
:
text
=
""
.
join
([
f
"<p>{html.escape(x)}</p>
\n
"
for
x
in
text
.
split
(
'
\n
'
)])
else
:
text
=
""
.
join
([
f
"<p class=
\"
{klass}
\"
>{html.escape(x)}</p>
\n
"
for
x
in
text
.
split
(
'
\n
'
)])
return
text
...
...
@@ -701,6 +703,22 @@ class KDiffusionSampler:
return
samples_ddim
class
OutputInfo
:
def
__init__
(
self
,
prompt
:
str
,
params
:
str
,
comments
:
str
):
self
.
prompt
=
prompt
.
strip
()
self
.
params
=
params
.
strip
()
self
.
comments
=
comments
.
strip
()
def
__str__
(
self
):
return
'
\n
'
.
join
([
self
.
prompt
,
self
.
params
,
self
.
comments
])
def
html
(
self
)
->
str
:
return
f
'''
{plaintext_to_html(self.prompt, "prompt-info")}<br>
{plaintext_to_html(self.params, "params-info")}
{plaintext_to_html(self.comments, "comments-info")}
'''
def
process_images
(
p
:
StableDiffusionProcessing
):
"""this is the main loop that both txt2img and img2img use; it calls func_init once inside all the scopes and func_sample once per batch"""
...
...
@@ -758,7 +776,7 @@ def process_images(p: StableDiffusionProcessing):
generation_params_text
=
", "
.
join
([
k
if
k
==
v
else
f
'{k}: {v}'
for
k
,
v
in
generation_params
.
items
()
if
v
is
not
None
])
def
infotext
():
return
f
'{prompt}
\n
<p class="performance">{generation_params_text}</p>'
.
strip
()
+
""
.
join
([
"
\n\n
"
+
x
for
x
in
comments
]
)
return
OutputInfo
(
prompt
,
generation_params_text
,
""
.
join
([
"
\n\n
"
+
x
for
x
in
comments
])
)
if
os
.
path
.
exists
(
cmd_opts
.
embeddings_dir
):
model_hijack
.
load_textual_inversion_embeddings
(
cmd_opts
.
embeddings_dir
,
model
)
...
...
@@ -803,7 +821,7 @@ def process_images(p: StableDiffusionProcessing):
else
:
output_image
=
Image
.
fromarray
(
x_sample
)
save_image
(
output_image
,
sample_path
,
f
"{base_count:05}"
,
seeds
[
i
],
prompts
[
i
],
opts
.
samples_format
,
info
=
infotext
(
))
save_image
(
output_image
,
sample_path
,
f
"{base_count:05}"
,
seeds
[
i
],
prompts
[
i
],
opts
.
samples_format
,
info
=
str
(
infotext
()
))
output_images
.
append
(
output_image
)
base_count
+=
1
...
...
@@ -822,7 +840,7 @@ def process_images(p: StableDiffusionProcessing):
else
:
grid
=
image_grid
(
output_images
,
p
.
batch_size
)
save_image
(
grid
,
p
.
outpath
,
f
"grid-{grid_count:04}"
,
seed
,
prompt
,
opts
.
grid_format
,
info
=
infotext
(
),
short_filename
=
not
opts
.
grid_extended_filename
)
save_image
(
grid
,
p
.
outpath
,
f
"grid-{grid_count:04}"
,
seed
,
prompt
,
opts
.
grid_format
,
info
=
str
(
infotext
()
),
short_filename
=
not
opts
.
grid_extended_filename
)
grid_count
+=
1
torch_gc
()
...
...
@@ -861,7 +879,7 @@ def txt2img(prompt: str, ddim_steps: int, sampler_index: int, use_GFPGAN: bool,
output_images
,
seed
,
info
=
process_images
(
p
)
return
output_images
,
plaintext_to_html
(
info
)
return
output_images
,
info
.
html
(
)
class
Flagging
(
gr
.
FlaggingCallback
):
...
...
@@ -919,6 +937,10 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing):
self
.
sampler
=
samplers_for_img2img
[
self
.
sampler_index
]
.
constructor
()
imgs
=
[]
if
not
self
.
init_images
or
None
in
self
.
init_images
:
raise
Exception
(
'No input image provided for Image-to-Image'
)
for
img
in
self
.
init_images
:
image
=
img
.
convert
(
"RGB"
)
image
=
resize_image
(
self
.
resize_mode
,
image
,
self
.
width
,
self
.
height
)
...
...
@@ -1000,7 +1022,7 @@ def img2img(prompt: str, init_img, ddim_steps: int, sampler_index: int, use_GFPG
grid_count
=
len
(
os
.
listdir
(
outpath
))
-
1
grid
=
image_grid
(
history
,
batch_size
,
force_n_rows
=
1
)
save_image
(
grid
,
outpath
,
f
"grid-{grid_count:04}"
,
initial_seed
,
prompt
,
opts
.
grid_format
,
info
=
info
,
short_filename
=
not
opts
.
grid_extended_filename
)
save_image
(
grid
,
outpath
,
f
"grid-{grid_count:04}"
,
initial_seed
,
prompt
,
opts
.
grid_format
,
info
=
str
(
info
)
,
short_filename
=
not
opts
.
grid_extended_filename
)
output_images
=
history
seed
=
initial_seed
...
...
@@ -1049,7 +1071,7 @@ def img2img(prompt: str, init_img, ddim_steps: int, sampler_index: int, use_GFPG
combined_image
=
combine_grid
(
grid
)
grid_count
=
len
(
os
.
listdir
(
outpath
))
-
1
save_image
(
combined_image
,
outpath
,
f
"grid-{grid_count:04}"
,
initial_seed
,
prompt
,
opts
.
grid_format
,
info
=
initial_info
,
short_filename
=
not
opts
.
grid_extended_filename
)
save_image
(
combined_image
,
outpath
,
f
"grid-{grid_count:04}"
,
initial_seed
,
prompt
,
opts
.
grid_format
,
info
=
str
(
initial_info
)
,
short_filename
=
not
opts
.
grid_extended_filename
)
output_images
=
[
combined_image
]
seed
=
initial_seed
...
...
@@ -1058,7 +1080,7 @@ def img2img(prompt: str, init_img, ddim_steps: int, sampler_index: int, use_GFPG
else
:
output_images
,
seed
,
info
=
process_images
(
p
)
return
output_images
,
plaintext_to_html
(
info
)
return
output_images
,
info
.
html
(
)
def
upscale_with_realesrgan
(
image
,
RealESRGAN_upscaling
,
RealESRGAN_model_index
):
info
=
realesrgan_models
[
RealESRGAN_model_index
]
...
...
@@ -1080,6 +1102,9 @@ def upscale_with_realesrgan(image, RealESRGAN_upscaling, RealESRGAN_model_index)
def
run_extras
(
image
,
GFPGAN_strength
,
RealESRGAN_upscaling
,
RealESRGAN_model_index
):
torch_gc
()
if
not
image
:
raise
Exception
(
'No input image provided for Post-Processing'
)
image
=
image
.
convert
(
"RGB"
)
outpath
=
opts
.
outdir
or
"outputs/extras-samples"
...
...
@@ -1111,15 +1136,12 @@ if os.path.exists(config_filename):
def
run_settings
(
*
args
):
up
=
[]
for
key
,
value
,
comp
in
zip
(
opts
.
data_labels
.
keys
(),
args
,
settings_interface
.
input_components
):
for
key
,
value
in
zip
(
opts
.
data_labels
.
keys
(),
args
):
opts
.
data
[
key
]
=
value
up
.
append
(
comp
.
update
(
value
=
value
))
opts
.
save
(
config_filename
)
return
'Settings saved.'
,
''
return
plaintext_to_html
(
f
'Settings saved @ {datetime.now().strftime("
%
I:
%
M:
%
S")}'
)
def
create_setting_component
(
key
):
...
...
@@ -1227,8 +1249,8 @@ css_hide_progressbar = \
main_css
=
\
"""
.output-html p {
margin: 0 0.5em;
}
.performance
{ font-size: 0.85em; color: #444
; }
.output-html p {
margin: 0 0.5em;
}
.performance
, .params-info, .comments-info { font-size: 0.85em; color: #666
; }
"""
# [data-testid="image"] {min-height: 512px !important}
...
...
@@ -1383,17 +1405,12 @@ with gr.Blocks(css=full_css, analytics_enabled=False, title='Stable Diffusion We
gr
.
Checkbox
(
label
=
'Super resolution upscale'
,
value
=
False
,
visible
=
False
)
with
gr
.
TabItem
(
'Settings'
,
id
=
'settings_tab'
):
# TODO: fix this
gr
.
Interface
(
run_settings
,
inputs
=
[
create_setting_component
(
key
)
for
key
in
opts
.
data_labels
.
keys
()],
outputs
=
[
gr
.
Textbox
(
label
=
'Result'
),
gr
.
HTML
(),
],
title
=
None
,
description
=
None
,
allow_flagging
=
"never"
)
# TODO: Add HTML output to indicate settings saved
sd_settings
=
[
create_setting_component
(
key
)
for
key
in
opts
.
data_labels
.
keys
()]
sd_save_settings
=
\
gr
.
Button
(
'Save'
)
sd_confirm_settings
=
\
gr
.
HTML
()
def
mode_change
(
mode
:
str
,
facefix
:
bool
,
custom_seed
:
bool
):
is_img2img
=
(
mode
==
'Image-to-Image'
)
...
...
@@ -1518,4 +1535,10 @@ with gr.Blocks(css=full_css, analytics_enabled=False, title='Stable Diffusion We
outputs
=
sd_facefix_strength
)
sd_save_settings
.
click
(
fn
=
run_settings
,
inputs
=
sd_settings
,
outputs
=
sd_confirm_settings
)
demo
.
launch
()
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