824 lines
33 KiB
Python
824 lines
33 KiB
Python
if __name__ == "__main__":
|
|
raise SystemExit("This script must be run from a Stable Diffusion WebUI")
|
|
|
|
import logging
|
|
import sys
|
|
import os
|
|
import time
|
|
from pathlib import Path
|
|
import numpy as np
|
|
|
|
sys.path.append(str(Path(__file__).parent)) # base path for the extension
|
|
|
|
from modules import scripts, shared, script_callbacks # type: ignore
|
|
from modules.processing import StableDiffusionProcessing # type: ignore
|
|
from modules.shared import opts # type: ignore
|
|
from modules.paths import models_path # type: ignore
|
|
import gradio as gr # type: ignore
|
|
from ppp import PromptPostProcessor
|
|
from ppp_classes import IFWILDCARDS_CHOICES, ONWARNING_CHOICES, SUPPORTED_APPS, SUPPORTED_APPS_NAMES, PPPStateOptions
|
|
from ppp_logging import DEBUG_LEVEL, PromptPostProcessorLogFactory, log
|
|
from ppp_cache import PPPLRUCache
|
|
from ppp_wildcards import PPPWildcards
|
|
from ppp_enmappings import PPPExtraNetworkMappings
|
|
from ppp_common import load_grammar
|
|
|
|
|
|
class PromptPostProcessorA1111Script(scripts.Script):
|
|
"""
|
|
This class represents a script for prompt post-processing.
|
|
It is responsible for processing prompts and applying various settings and cleanup operations.
|
|
|
|
Attributes:
|
|
callbacks_added (bool): Flag indicating whether the script callbacks have been added.
|
|
|
|
Methods:
|
|
__init__(): Initializes the PromptPostProcessorScript object.
|
|
title(): Returns the title of the script.
|
|
show(is_img2img): Determines whether the script should be shown based on the input type.
|
|
process(p, *args, **kwargs): Processes the prompts and applies post-processing operations.
|
|
ppp_interrupt(): Interrupts the generation.
|
|
__on_ui_settings(): Callback function for UI settings.
|
|
"""
|
|
|
|
instance_count = 0
|
|
|
|
@classmethod
|
|
def increment_instance_count(cls):
|
|
cls.instance_count += 1
|
|
return cls.instance_count
|
|
|
|
@classmethod
|
|
def get_instance_count(cls):
|
|
return cls.instance_count
|
|
|
|
def __init__(self):
|
|
"""
|
|
Initializes the PromptPostProcessor object.
|
|
|
|
Parameters:
|
|
None
|
|
|
|
Returns:
|
|
None
|
|
"""
|
|
super().__init__()
|
|
self.instance_index = self.increment_instance_count()
|
|
self.name = PromptPostProcessor.NAME
|
|
self.grammar_content = load_grammar()
|
|
self.ppp_logger = None
|
|
self.ppp_debug_level = DEBUG_LEVEL.none.value
|
|
self.lru_cache = None
|
|
self.wildcards_obj = None
|
|
self.extranetwork_mappings_obj = None
|
|
|
|
def title(self):
|
|
"""
|
|
Returns the title of the script.
|
|
|
|
Returns:
|
|
str: The title of the script.
|
|
"""
|
|
return PromptPostProcessor.NAME
|
|
|
|
def show(self, is_img2img): # pylint: disable=unused-argument
|
|
"""
|
|
Determines whether the script should be shown based on the kind of processing.
|
|
|
|
Args:
|
|
is_img2img (bool): Flag indicating whether the processing is image-to-image.
|
|
|
|
Returns:
|
|
scripts.Visibility: The visibility setting for the script.
|
|
"""
|
|
return scripts.AlwaysVisible
|
|
|
|
def ui(self, is_img2img): # pylint: disable=unused-argument
|
|
with gr.Accordion(PromptPostProcessor.NAME, open=False):
|
|
force_equal_seeds = gr.Checkbox(
|
|
label="Force equal seeds",
|
|
info="Force all image seeds and variation seeds to be equal to the first one, disabling the default autoincrease.",
|
|
value=False,
|
|
# show_label=True,
|
|
elem_id="ppp_force_equal_seeds",
|
|
)
|
|
gr.HTML("<br>")
|
|
gr.Markdown("""
|
|
Unlink the seed to use the specified one for the prompts instead of the image seed.
|
|
|
|
* A seed of -1 and "Incremental seed" checked will use a random seed for the first prompt and consecutive values for the rest. This is the same as when you use -1 for the image seed.
|
|
* A seed of -1 and "Incremental seed" unchecked will use a random seed for each prompt.
|
|
* Any other seed value and "Incremental seed" checked will use the specified seed for the first prompt and consecutive values for the rest.
|
|
* Any other seed value and "Incremental seed" unchecked will use the specified seed for all the prompts.
|
|
|
|
Seeds are only used for the wildcards and choice constructs.
|
|
""")
|
|
gr.HTML("<br>")
|
|
with gr.Row(equal_height=True):
|
|
unlink_seed = gr.Checkbox(
|
|
label="Unlink seed",
|
|
value=False,
|
|
# show_label=True,
|
|
elem_id="ppp_unlink_seed",
|
|
)
|
|
seed = gr.Number(
|
|
label="Prompt seed",
|
|
value=-1,
|
|
precision=0,
|
|
# minimum=-1,
|
|
# maximum=2**32 - 1,
|
|
# step=1,
|
|
# show_label=True,
|
|
min_width=100,
|
|
elem_id="ppp_seed",
|
|
)
|
|
incremental_seed = gr.Checkbox(
|
|
label="Incremental seed (only applies to batches)",
|
|
value=False,
|
|
# show_label=True,
|
|
elem_id="ppp_incremental_seed",
|
|
)
|
|
gr.HTML("<br>")
|
|
with gr.Row(equal_height=True):
|
|
combinatorial = gr.Checkbox(
|
|
label="Combinatorial mode",
|
|
info="Generate all prompt combinations and cycle through them to fill the batch.",
|
|
value=PromptPostProcessor.DEFAULT_DO_COMBINATORIAL,
|
|
elem_id="ppp_combinatorial",
|
|
)
|
|
combinatorial_shuffle = gr.Checkbox(
|
|
label="Shuffle combinations",
|
|
info="Shuffle the combinatorial results.",
|
|
value=PromptPostProcessor.DEFAULT_COMBINATORIAL_SHUFFLE,
|
|
elem_id="ppp_combinatorial_shuffle",
|
|
)
|
|
combinatorial_limit = gr.Number(
|
|
label="Combinations limit (0 = no limit)",
|
|
value=PromptPostProcessor.DEFAULT_COMBINATORIAL_LIMIT,
|
|
precision=0,
|
|
min_width=120,
|
|
elem_id="ppp_combinatorial_limit",
|
|
)
|
|
return [
|
|
force_equal_seeds,
|
|
unlink_seed,
|
|
seed,
|
|
incremental_seed,
|
|
combinatorial,
|
|
combinatorial_shuffle,
|
|
combinatorial_limit,
|
|
]
|
|
|
|
def process(
|
|
self,
|
|
p: StableDiffusionProcessing,
|
|
input_force_equal_seeds,
|
|
input_unlink_seed,
|
|
input_seed,
|
|
input_incremental_seed,
|
|
input_combinatorial,
|
|
input_combinatorial_shuffle,
|
|
input_combinatorial_limit,
|
|
): # pylint: disable=arguments-differ
|
|
"""
|
|
Processes the prompts and applies post-processing operations.
|
|
|
|
Args:
|
|
p (StableDiffusionProcessing): The StableDiffusionProcessing object containing the prompts.
|
|
input_force_equal_seeds (bool): Flag indicating whether to force equal seeds.
|
|
input_unlink_seed (bool): Flag indicating whether to unlink the seed.
|
|
input_seed (int): The seed value.
|
|
input_incremental_seed (bool): Flag indicating whether to use incremental seed.
|
|
input_combinatorial (bool): Flag indicating whether to use combinatorial mode.
|
|
input_combinatorial_shuffle (bool): Flag indicating whether to shuffle the combinatorial results.
|
|
input_combinatorial_limit (int): Maximum number of combinations (0 = no limit).
|
|
|
|
Returns:
|
|
None
|
|
"""
|
|
app = (
|
|
SUPPORTED_APPS.forge
|
|
if hasattr(p.sd_model, "model_config")
|
|
else (
|
|
SUPPORTED_APPS.reforge
|
|
if hasattr(p.sd_model, "forge_objects")
|
|
else (
|
|
SUPPORTED_APPS.sdnext
|
|
if hasattr(p.sd_model, "is_sdxl") and not hasattr(p.sd_model, "is_ssd")
|
|
else SUPPORTED_APPS.a1111
|
|
)
|
|
)
|
|
)
|
|
num_seeds = len(getattr(p, "all_seeds", []))
|
|
options = PPPStateOptions(
|
|
debug_level=DEBUG_LEVEL(getattr(opts, "ppp_gen_debug_level", PromptPostProcessor.DEFAULT_DEBUG_LEVEL)),
|
|
on_warning=ONWARNING_CHOICES(getattr(opts, "ppp_gen_onwarning", PromptPostProcessor.DEFAULT_ON_WARNING)),
|
|
strict_operators=getattr(opts, "ppp_gen_strict_operators", PromptPostProcessor.DEFAULT_STRICT_OPERATORS),
|
|
process_wildcards=getattr(opts, "ppp_wil_processwildcards", PromptPostProcessor.DEFAULT_PROCESS_WILDCARDS),
|
|
if_wildcards=IFWILDCARDS_CHOICES(
|
|
getattr(opts, "ppp_wil_ifwildcards", PromptPostProcessor.DEFAULT_IF_WILDCARDS)
|
|
),
|
|
choice_separator=getattr(opts, "ppp_wil_choice_separator", PromptPostProcessor.DEFAULT_CHOICE_SEPARATOR),
|
|
keep_choices_order=getattr(
|
|
opts, "ppp_wil_keep_choices_order", PromptPostProcessor.DEFAULT_KEEP_CHOICES_ORDER
|
|
),
|
|
stn_separator=getattr(opts, "ppp_stn_separator", PromptPostProcessor.DEFAULT_STN_SEPARATOR),
|
|
stn_ignore_repeats=getattr(opts, "ppp_stn_ignorerepeats", PromptPostProcessor.DEFAULT_STN_IGNORE_REPEATS),
|
|
cup_do_cleanup=True,
|
|
cup_cleanup_variables=True,
|
|
cup_extra_spaces=getattr(opts, "ppp_cup_extraspaces", PromptPostProcessor.DEFAULT_CUP_EXTRA_SPACES),
|
|
cup_empty_constructs=getattr(
|
|
opts, "ppp_cup_emptyconstructs", PromptPostProcessor.DEFAULT_CUP_EMPTY_CONSTRUCTS
|
|
),
|
|
cup_extra_separators=getattr(
|
|
opts, "ppp_cup_extraseparators", PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS
|
|
),
|
|
cup_extra_separators2=getattr(
|
|
opts, "ppp_cup_extraseparators2", PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS2
|
|
),
|
|
cup_extra_separators_include_eol=getattr(
|
|
opts,
|
|
"ppp_cup_extraseparators_include_eol",
|
|
PromptPostProcessor.DEFAULT_CUP_EXTRA_SEPARATORS_INCLUDE_EOL,
|
|
),
|
|
cup_breaks=getattr(opts, "ppp_cup_breaks", PromptPostProcessor.DEFAULT_CUP_BREAKS),
|
|
cup_breaks_eol=getattr(opts, "ppp_cup_breaks_eol", PromptPostProcessor.DEFAULT_CUP_BREAKS_EOL),
|
|
cup_ands=getattr(opts, "ppp_cup_ands", PromptPostProcessor.DEFAULT_CUP_ANDS),
|
|
cup_ands_eol=getattr(opts, "ppp_cup_ands_eol", PromptPostProcessor.DEFAULT_CUP_ANDS_EOL),
|
|
cup_extranetwork_tags=getattr(
|
|
opts, "ppp_cup_extranetworktags", PromptPostProcessor.DEFAULT_CUP_EXTRANETWORK_TAGS
|
|
),
|
|
cup_merge_attention=getattr(
|
|
opts, "ppp_cup_mergeattention", PromptPostProcessor.DEFAULT_CUP_MERGE_ATTENTION
|
|
),
|
|
cup_remove_extranetwork_tags=getattr(
|
|
opts, "ppp_rem_removeextranetworktags", PromptPostProcessor.DEFAULT_CUP_REMOVE_EXTRANETWORK_TAGS
|
|
),
|
|
do_combinatorial=input_combinatorial,
|
|
combinatorial_shuffle=input_combinatorial_shuffle,
|
|
combinatorial_limit=max(num_seeds, int(input_combinatorial_limit)) if input_combinatorial else 0,
|
|
)
|
|
if self.ppp_logger is None:
|
|
lf = PromptPostProcessorLogFactory()
|
|
self.ppp_logger = lf.log
|
|
self.ppp_debug_level = options.debug_level
|
|
self.lru_cache = PPPLRUCache(1000, logger=self.ppp_logger, debug_level=self.ppp_debug_level)
|
|
self.wildcards_obj = PPPWildcards(self.ppp_logger)
|
|
self.extranetwork_mappings_obj = PPPExtraNetworkMappings(self.ppp_logger)
|
|
log(
|
|
self.ppp_logger,
|
|
DEBUG_LEVEL.minimal,
|
|
logging.INFO,
|
|
f"{PromptPostProcessor.NAME} {PromptPostProcessor.VERSION} initialized, running on {SUPPORTED_APPS_NAMES[app]}",
|
|
)
|
|
t1 = time.monotonic_ns()
|
|
if getattr(opts, "prompt_attention", "") == "Compel parser":
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.WARNING, "Compel parser is not supported!")
|
|
init_images = getattr(p, "init_images", [None]) or [None]
|
|
is_i2i = bool(init_images[0])
|
|
do_i2i = getattr(opts, "ppp_gen_doi2i", False)
|
|
add_prompts = getattr(opts, "ppp_gen_addpromptstometadata", True)
|
|
if is_i2i and not do_i2i:
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.INFO, "Not processing the prompt for i2i")
|
|
return
|
|
|
|
p.extra_generation_params.update(
|
|
{
|
|
"PPP force equal seeds": input_force_equal_seeds,
|
|
"PPP unlink seed": input_unlink_seed,
|
|
"PPP prompt seed": input_seed,
|
|
"PPP incremental seed": input_incremental_seed,
|
|
"PPP combinatorial": input_combinatorial,
|
|
}
|
|
)
|
|
|
|
log(
|
|
self.ppp_logger,
|
|
self.ppp_debug_level,
|
|
logging.INFO,
|
|
f"Post-processing prompts ({'i2i' if is_i2i else 't2i'})",
|
|
)
|
|
env_info = {
|
|
"app": app.value,
|
|
"models_path": models_path,
|
|
"model_filename": getattr(p.sd_model.sd_checkpoint_info, "filename", ""),
|
|
"model_class": p.sd_model.__class__.__name__,
|
|
"property_base": p.sd_model,
|
|
}
|
|
if app == SUPPORTED_APPS.forge:
|
|
env_info["model_class"] = p.sd_model.model_config.__class__.__name__
|
|
wc_wildcards_folders = getattr(opts, "ppp_wil_wildcardsfolders", "")
|
|
if wc_wildcards_folders == "":
|
|
wc_wildcards_folders = os.getenv("WILDCARD_DIR", PPPWildcards.DEFAULT_WILDCARDS_FOLDER)
|
|
wildcards_folders = [
|
|
(Path(f) if Path(f).is_absolute() else (Path(models_path) / f).resolve())
|
|
for f in wc_wildcards_folders.split(",")
|
|
if f.strip() != ""
|
|
]
|
|
en_mappings_folders = getattr(opts, "ppp_en_mappingsfolders", "")
|
|
if en_mappings_folders == "":
|
|
en_mappings_folders = os.getenv(
|
|
"EXTRANETWORKMAPPINGS_DIR",
|
|
PPPExtraNetworkMappings.DEFAULT_ENMAPPINGS_FOLDER,
|
|
)
|
|
enmappings_folders = [
|
|
(Path(f) if Path(f).is_absolute() else (Path(models_path) / f).resolve())
|
|
for f in en_mappings_folders.split(",")
|
|
if f.strip() != ""
|
|
]
|
|
self.wildcards_obj.refresh_wildcards(
|
|
self.ppp_debug_level, wildcards_folders if options.process_wildcards else None
|
|
)
|
|
self.extranetwork_mappings_obj.refresh_extranetwork_mappings(self.ppp_debug_level, enmappings_folders)
|
|
ppp = PromptPostProcessor(
|
|
self.ppp_logger,
|
|
env_info,
|
|
options,
|
|
self.grammar_content,
|
|
self.ppp_interrupt,
|
|
self.wildcards_obj,
|
|
self.extranetwork_mappings_obj,
|
|
)
|
|
hash_fullenv = hash((ppp.envinfo_hash, ppp.options_hash, self.wildcards_obj, self.extranetwork_mappings_obj))
|
|
|
|
if input_force_equal_seeds:
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.INFO, "Forcing equal seeds")
|
|
seeds: list[int] = getattr(p, "all_seeds", [])
|
|
subseeds: list[int] = getattr(p, "all_subseeds", [])
|
|
p.all_seeds = [seeds[0] for _ in seeds]
|
|
p.all_subseeds = [subseeds[0] for _ in subseeds]
|
|
|
|
calculated_seeds: list[int] = []
|
|
if input_unlink_seed:
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.INFO, "Using unlinked seed")
|
|
if input_incremental_seed:
|
|
first_seed = np.random.randint(0, 2**32, dtype=np.int64) if input_seed == -1 else input_seed
|
|
calculated_seeds = [first_seed + i for i in range(num_seeds)]
|
|
elif input_seed == -1:
|
|
calculated_seeds = np.random.randint(0, 2**32, size=num_seeds, dtype=np.int64)
|
|
else:
|
|
calculated_seeds = [input_seed for _ in range(num_seeds)]
|
|
else:
|
|
seeds: list[int] = getattr(p, "all_seeds", [])
|
|
subseeds: list[int] = getattr(p, "all_subseeds", [])
|
|
subseed_strength: float = getattr(p, "subseed_strength", 0.0)
|
|
if subseed_strength > 0:
|
|
calculated_seeds = [
|
|
int(subseed * subseed_strength + seed * (1 - subseed_strength))
|
|
for seed, subseed in zip(seeds, subseeds)
|
|
]
|
|
# if len(set(calculated_seeds)) < len(calculated_seeds):
|
|
# self.ppp_logger.info("Adjusting seeds because some are equal.")
|
|
# calculated_seeds = [seed + i for i, seed in enumerate(calculated_seeds)]
|
|
else:
|
|
calculated_seeds = seeds
|
|
|
|
# (prompt type, typeindex) -> (new positive prompt, new negative prompt)
|
|
prompts_list: dict[tuple[str, int], tuple[str, str]] = {}
|
|
extra_params = {}
|
|
|
|
# adds prompts
|
|
regular_type = "regular"
|
|
rpr: list[str] = getattr(p, "all_prompts", None)
|
|
rnr: list[str] = getattr(p, "all_negative_prompts", None)
|
|
regular_exists = bool(rpr) and bool(rnr)
|
|
hiresfix_type = "hiresfix"
|
|
rph: list[str] = getattr(p, "all_hr_prompts", None)
|
|
rnh: list[str] = getattr(p, "all_hr_negative_prompts", None)
|
|
hiresfix_exists = bool(rph) and bool(rnh)
|
|
for i in range(len(calculated_seeds)):
|
|
if regular_exists:
|
|
prompts_list[(regular_type, i)] = None
|
|
if hiresfix_exists:
|
|
prompts_list[(hiresfix_type, i)] = None
|
|
|
|
ppp.process_prompts_group_start()
|
|
if input_combinatorial:
|
|
seed_for_comb = calculated_seeds[0] if calculated_seeds else 0
|
|
regular_copy = (rpr.copy() if rpr else None, rnr.copy() if rnr else None)
|
|
hiresfix_copy = (rph.copy() if rph else None, rnh.copy() if rnh else None)
|
|
regular_changes = False
|
|
hiresfix_changes = False
|
|
if regular_exists:
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.INFO, "processing prompts combinatorially (regular)")
|
|
comb_results = ppp.process_prompt(rpr[0], rnr[0], seed_for_comb)
|
|
num_comb = len(comb_results)
|
|
for i in range(len(rpr)): # pylint: disable=consider-using-enumerate
|
|
posp, negp, _ = comb_results[i % num_comb]
|
|
prompts_list[(regular_type, i)] = (posp, negp)
|
|
extra_params["PPP combination"] = [str(1 + (i % num_comb)) for i in range(len(rpr))]
|
|
if hiresfix_exists:
|
|
hiresfix_equal = regular_exists and rph == rpr and rnh == rnr
|
|
if hiresfix_equal:
|
|
log(
|
|
self.ppp_logger,
|
|
self.ppp_debug_level,
|
|
logging.INFO,
|
|
"hiresfix prompts are the same as regular prompts, skipping combinatorial processing for hiresfix",
|
|
)
|
|
for i in range(len(rph)): # pylint: disable=consider-using-enumerate
|
|
prompts_list[(hiresfix_type, i)] = prompts_list.get((regular_type, i))
|
|
else:
|
|
log(
|
|
self.ppp_logger,
|
|
self.ppp_debug_level,
|
|
logging.INFO,
|
|
"processing prompts combinatorially (hiresfix)",
|
|
)
|
|
comb_results_hr = ppp.process_prompt(rph[0], rnh[0], seed_for_comb)
|
|
num_comb_hr = len(comb_results_hr)
|
|
for i in range(len(rph)): # pylint: disable=consider-using-enumerate
|
|
posp, negp, _ = comb_results_hr[i % num_comb_hr]
|
|
prompts_list[(hiresfix_type, i)] = (posp, negp)
|
|
extra_params["PPP HR combination"] = [str(1 + (i % num_comb_hr)) for i in range(len(rph))]
|
|
else:
|
|
# processes prompts
|
|
for prompttype, typeindex in prompts_list.keys():
|
|
log(
|
|
self.ppp_logger,
|
|
self.ppp_debug_level,
|
|
logging.INFO,
|
|
f"processing prompts ({prompttype}[{typeindex+1}])",
|
|
)
|
|
key = (
|
|
(hash_fullenv, calculated_seeds[typeindex], rpr[typeindex], rnr[typeindex])
|
|
if prompttype == regular_type
|
|
else (hash_fullenv, calculated_seeds[typeindex], rph[typeindex], rnh[typeindex])
|
|
)
|
|
cached = self.lru_cache.get(key)
|
|
if cached is None:
|
|
hsh, seed, prompt, negative_prompt = key
|
|
results = ppp.process_prompt(prompt, negative_prompt, seed)
|
|
posp, negp, _ = results[0]
|
|
cached = (posp, negp)
|
|
self.lru_cache.put(key, cached)
|
|
# adds also the result so i2i doesn't process it unnecessarily
|
|
self.lru_cache.put((hsh, seed, posp, negp), cached)
|
|
else:
|
|
log(self.ppp_logger, self.ppp_debug_level, logging.INFO, "result already in cache")
|
|
prompts_list[(prompttype, typeindex)] = cached
|
|
ppp.process_prompts_group_end()
|
|
|
|
# with open(Path(__file__).parent.parent / "logs" / f"last_prompts_{app.value}.txt", "w", encoding="utf-8") as f:
|
|
# for (prompttype, typeindex), (posp, negp) in prompts_list.items():
|
|
# f.write(f"Key: {prompttype}[{typeindex}]\n")
|
|
# f.write(f"Seed: {calculated_seeds[typeindex]}\n")
|
|
# f.write(f"In Positive: {rpr[typeindex] if prompttype == regular_type else rph[typeindex]}\n")
|
|
# f.write(f"In Negative: {rnr[typeindex] if prompttype == regular_type else rnh[typeindex]}\n")
|
|
# f.write(f"Out Positive: {posp}\n")
|
|
# f.write(f"Out Negative: {negp}\n")
|
|
# f.write("\n")
|
|
|
|
# updates the prompts
|
|
regular_copy = (rpr.copy() if rpr else None, rnr.copy() if rnr else None)
|
|
hiresfix_copy = (rph.copy() if rph else None, rnh.copy() if rnh else None)
|
|
regular_changes = False
|
|
hiresfix_changes = False
|
|
for (prompttype, typeindex), (posp, negp) in prompts_list.items():
|
|
if prompttype == regular_type:
|
|
if rpr[typeindex].strip() != posp.strip() or rnr[typeindex].strip() != negp.strip():
|
|
regular_changes = True
|
|
rpr[typeindex] = posp
|
|
rnr[typeindex] = negp
|
|
elif prompttype == hiresfix_type:
|
|
if rph[typeindex].strip() != posp.strip() or rnh[typeindex].strip() != negp.strip():
|
|
hiresfix_changes = True
|
|
rph[typeindex] = posp
|
|
rnh[typeindex] = negp
|
|
|
|
# initialize extra generation parameters
|
|
if add_prompts:
|
|
if regular_changes:
|
|
extra_params["PPP original prompts"] = regular_copy[0]
|
|
extra_params["PPP original negative prompts"] = regular_copy[1]
|
|
if hiresfix_changes:
|
|
extra_params["PPP original HR prompts"] = hiresfix_copy[0]
|
|
extra_params["PPP original HR negative prompts"] = hiresfix_copy[1]
|
|
|
|
# fill extra generation parameters only if not already present
|
|
for k, v in extra_params.items():
|
|
if p.extra_generation_params.get(k) is None:
|
|
p.extra_generation_params[k] = v
|
|
|
|
t2 = time.monotonic_ns()
|
|
log(
|
|
self.ppp_logger,
|
|
self.ppp_debug_level,
|
|
logging.INFO,
|
|
f"process time: {(t2 - t1) / 1_000_000_000:.3f} seconds",
|
|
)
|
|
|
|
def ppp_interrupt(self):
|
|
"""
|
|
Interrupts the generation.
|
|
|
|
Returns:
|
|
None
|
|
"""
|
|
shared.state.interrupted = True
|
|
|
|
|
|
def on_ui_settings():
|
|
"""
|
|
Callback function for UI settings.
|
|
|
|
Returns:
|
|
None
|
|
"""
|
|
|
|
section = ("prompt-post-processor", PromptPostProcessor.NAME)
|
|
|
|
def import_old_settings(names, default):
|
|
for name in names:
|
|
if hasattr(opts, name):
|
|
return getattr(opts, name)
|
|
return default
|
|
|
|
def import_bool_to_any(name, value_false, value_true, default):
|
|
if hasattr(opts, name):
|
|
return value_true if getattr(opts, name) else value_false
|
|
return default
|
|
|
|
def new_html_title(title):
|
|
info = shared.OptionInfo(
|
|
title,
|
|
"",
|
|
gr.HTML,
|
|
section=section,
|
|
)
|
|
info.do_not_save = True
|
|
return info
|
|
|
|
# general settings
|
|
shared.opts.add_option(
|
|
key="ppp_gen_sep",
|
|
info=new_html_title("<h2>General settings</h2>"),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_gen_debug_level",
|
|
info=shared.OptionInfo(
|
|
default=import_bool_to_any(
|
|
"ppp_gen_debug",
|
|
DEBUG_LEVEL.minimal.value,
|
|
DEBUG_LEVEL.full.value,
|
|
DEBUG_LEVEL.minimal.value,
|
|
),
|
|
label="Debug level",
|
|
component=gr.Radio,
|
|
component_args={
|
|
"choices": (
|
|
("None", DEBUG_LEVEL.none.value),
|
|
("Minimal", DEBUG_LEVEL.minimal.value),
|
|
("Full", DEBUG_LEVEL.full.value),
|
|
),
|
|
},
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_gen_onwarning",
|
|
info=shared.OptionInfo(
|
|
default=ONWARNING_CHOICES.warn.value,
|
|
label="What to do on invalid content warnings",
|
|
component=gr.Radio,
|
|
component_args={
|
|
"choices": (
|
|
("Show warning in console", ONWARNING_CHOICES.warn.value),
|
|
("Stop the generation", ONWARNING_CHOICES.stop.value),
|
|
)
|
|
},
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_gen_strict_operators",
|
|
info=shared.OptionInfo(
|
|
default=PromptPostProcessor.DEFAULT_STRICT_OPERATORS,
|
|
label="Use strict operators",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_gen_doi2i",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Apply in img2img",
|
|
comment_after='<span class="info">(this includes any pass that contains an initial image, like adetailer)</span>',
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_gen_addpromptstometadata",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Add original prompts to metadata (if they change)",
|
|
section=section,
|
|
),
|
|
)
|
|
|
|
shared.opts.add_option(
|
|
key="ppp_en_mappingsfolders",
|
|
info=shared.OptionInfo(
|
|
PPPExtraNetworkMappings.DEFAULT_ENMAPPINGS_FOLDER,
|
|
label="Extranetwork Mappings folders",
|
|
comment_after='<span class="info">(absolute or relative to the models folder)</span>',
|
|
section=section,
|
|
),
|
|
)
|
|
|
|
# wildcard settings
|
|
shared.opts.add_option(
|
|
key="ppp_wil_sep",
|
|
info=new_html_title("<br><h2>Wildcard settings</h2>"),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_wil_processwildcards",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Process wildcards",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_wil_wildcardsfolders",
|
|
info=shared.OptionInfo(
|
|
PPPWildcards.DEFAULT_WILDCARDS_FOLDER,
|
|
label="Wildcards folders",
|
|
comment_after='<span class="info">(absolute or relative to the models folder)</span>',
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_wil_ifwildcards",
|
|
info=shared.OptionInfo(
|
|
default=import_old_settings(
|
|
["ppp_gen_ifwildcards", "ppp_ifwildcards"],
|
|
IFWILDCARDS_CHOICES.ignore.value,
|
|
),
|
|
label="What to do with remaining/invalid wildcards?",
|
|
component=gr.Radio,
|
|
component_args={
|
|
"choices": (
|
|
("Ignore", IFWILDCARDS_CHOICES.ignore.value),
|
|
("Remove", IFWILDCARDS_CHOICES.remove.value),
|
|
("Add visible warning", IFWILDCARDS_CHOICES.warn.value),
|
|
("Stop the generation", IFWILDCARDS_CHOICES.stop.value),
|
|
)
|
|
},
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_wil_choice_separator",
|
|
info=shared.OptionInfo(
|
|
PromptPostProcessor.DEFAULT_CHOICE_SEPARATOR,
|
|
label="Default separator used when adding multiple choices",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_wil_keep_choices_order",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Keep the order of selected choices",
|
|
section=section,
|
|
),
|
|
)
|
|
|
|
# content removal settings
|
|
shared.opts.add_option(
|
|
key="ppp_rem_sep",
|
|
info=new_html_title("<br><h2>Content removal settings</h2>"),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_rem_removeextranetworktags",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Remove extra network tags",
|
|
section=section,
|
|
),
|
|
)
|
|
|
|
# send to negative settings
|
|
shared.opts.add_option(
|
|
key="ppp_stn_sep",
|
|
info=new_html_title("<br><h2>Send to Negative settings</h2>"),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_stn_separator",
|
|
info=shared.OptionInfo(
|
|
PromptPostProcessor.DEFAULT_STN_SEPARATOR,
|
|
label="Separator used when adding to the negative prompt",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_stn_ignorerepeats",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Ignore repeated content",
|
|
section=section,
|
|
),
|
|
)
|
|
# clean-up settings
|
|
shared.opts.add_option(
|
|
key="ppp_cup_sep",
|
|
info=new_html_title("<br><h2>Clean-up settings</h2>"),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_emptyconstructs",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Remove empty constructs (attention, alternation, scheduling)",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_extraseparators",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Remove extra separators",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_extraseparators2",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Remove additional extra separators",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_extraseparators_include_eol",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="The extra separators options also remove EOLs",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_breaks",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Clean up around BREAKs",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_breaks_eol",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Use EOL instead of Space before BREAKs",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_ands",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Clean up around ANDs",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_ands_eol",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Use EOL instead of Space before ANDs",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_extranetworktags",
|
|
info=shared.OptionInfo(
|
|
False,
|
|
label="Clean up around extra network tags",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_extraspaces",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Remove extra spaces",
|
|
section=section,
|
|
),
|
|
)
|
|
shared.opts.add_option(
|
|
key="ppp_cup_mergeattention",
|
|
info=shared.OptionInfo(
|
|
True,
|
|
label="Merge attention modifiers (weights) when possible",
|
|
section=section,
|
|
),
|
|
)
|
|
|
|
# Remove old settings
|
|
# for name in ["ppp_gen_ifwildcards", "ppp_ifwildcards", "ppp_gen_debug", "ppp_stn_doi2i", "ppp_cup_doi2i"]:
|
|
# if hasattr(opts, name):
|
|
# delattr(opts, name)
|
|
|
|
|
|
script_callbacks.on_ui_settings(on_ui_settings)
|