Files
ComfyUI-Ethanfel-Prompt-Bui…/__init__.py
T

1438 lines
54 KiB
Python

from __future__ import annotations
import json
import random
try:
from .loop_nodes import ANY_TYPE, LOOP_NODE_CLASS_MAPPINGS, LOOP_NODE_DISPLAY_NAME_MAPPINGS
from .prompt_builder import (
build_camera_config_json,
build_camera_orbit_config_json,
build_qwen_camera_config_json,
build_cast_config_json,
build_category_config_json,
build_character_slot_json,
build_character_profile_json,
build_filter_config_json,
build_generation_profile_json,
build_insta_of_options_json,
build_insta_of_pair,
build_prompt,
build_prompt_from_configs,
build_seed_config_json,
build_seed_lock_config_json,
camera_angle_choices,
camera_detail_choices,
camera_distance_choices,
camera_lens_choices,
camera_mode_choices,
camera_orbit_focus_choices,
camera_orbit_framing_choices,
camera_orientation_choices,
camera_phone_choices,
camera_priority_choices,
camera_shot_choices,
cast_preset_choices,
category_preset_choices,
category_choices,
character_age_choices,
character_body_choices,
character_descriptor_detail_choices,
character_ethnicity_choices,
character_figure_choices,
character_label_choices,
character_man_body_choices,
character_presence_choices,
character_profile_choices,
character_woman_body_choices,
ethnicity_choices,
generation_profile_choices,
hardcore_detail_density_choices,
load_character_profile_json,
seed_mode_choices,
subcategory_choices,
)
from .caption_naturalizer import naturalize_caption
from .krea_formatter import format_krea2_prompt
except ImportError:
from loop_nodes import ANY_TYPE, LOOP_NODE_CLASS_MAPPINGS, LOOP_NODE_DISPLAY_NAME_MAPPINGS
from prompt_builder import (
build_camera_config_json,
build_camera_orbit_config_json,
build_qwen_camera_config_json,
build_cast_config_json,
build_category_config_json,
build_character_slot_json,
build_character_profile_json,
build_filter_config_json,
build_generation_profile_json,
build_insta_of_options_json,
build_insta_of_pair,
build_prompt,
build_prompt_from_configs,
build_seed_config_json,
build_seed_lock_config_json,
camera_angle_choices,
camera_detail_choices,
camera_distance_choices,
camera_lens_choices,
camera_mode_choices,
camera_orbit_focus_choices,
camera_orbit_framing_choices,
camera_orientation_choices,
camera_phone_choices,
camera_priority_choices,
camera_shot_choices,
cast_preset_choices,
category_preset_choices,
category_choices,
character_age_choices,
character_body_choices,
character_descriptor_detail_choices,
character_ethnicity_choices,
character_figure_choices,
character_label_choices,
character_man_body_choices,
character_presence_choices,
character_profile_choices,
character_woman_body_choices,
ethnicity_choices,
generation_profile_choices,
hardcore_detail_density_choices,
load_character_profile_json,
seed_mode_choices,
subcategory_choices,
)
from caption_naturalizer import naturalize_caption
from krea_formatter import format_krea2_prompt
class SxCPPromptBuilder:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"category": (category_choices(), {"default": "auto_weighted"}),
"subcategory": (subcategory_choices(), {"default": "random"}),
"row_number": ("INT", {"default": 1, "min": 1, "max": 1000000, "step": 1}),
"start_index": ("INT", {"default": 41, "min": 1, "max": 1000000, "step": 1}),
"seed": ("INT", {"default": 20260614, "min": 0, "max": 0xFFFFFFFF, "step": 1}),
"clothing": (["full", "minimal"], {"default": "full"}),
"ethnicity": (ethnicity_choices(), {"default": "any"}),
"poses": (["standard", "evocative"], {"default": "standard"}),
"expression_enabled": ("BOOLEAN", {"default": True}),
"expression_intensity": ("FLOAT", {"default": 0.5, "min": 0.0, "max": 1.0, "step": 0.01}),
"backside_bias": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.01}),
"figure": (["curvy", "balanced", "bombshell"], {"default": "curvy"}),
"women_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
"men_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
"minimal_clothing_ratio": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"standard_pose_ratio": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"trigger": ("STRING", {"default": "sxcpinup_coloredpencil"}),
"prepend_trigger_to_prompt": ("BOOLEAN", {"default": True}),
},
"optional": {
"seed_config": ("STRING", {"default": "", "multiline": True}),
"camera_config": ("STRING", {"default": "", "multiline": True}),
"character_profile": ("STRING", {"default": "", "multiline": True}),
"character_cast": ("STRING", {"default": "", "multiline": True}),
"extra_positive": ("STRING", {"default": "", "multiline": True}),
"extra_negative": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("prompt", "negative_prompt", "caption", "metadata_json", "category", "subcategory")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
category,
subcategory,
row_number,
start_index,
seed,
clothing,
ethnicity,
poses,
expression_enabled,
expression_intensity,
backside_bias,
figure,
women_count,
men_count,
minimal_clothing_ratio,
standard_pose_ratio,
trigger,
prepend_trigger_to_prompt,
seed_config="",
camera_config="",
character_profile="",
character_cast="",
extra_positive="",
extra_negative="",
no_plus_women=False,
no_black=False,
):
row = build_prompt(
category=category,
subcategory=subcategory,
row_number=row_number,
start_index=start_index,
seed=seed,
clothing=clothing,
ethnicity=ethnicity,
poses=poses,
expression_enabled=expression_enabled,
expression_intensity=expression_intensity,
backside_bias=backside_bias,
figure=figure,
no_plus_women=no_plus_women,
no_black=no_black,
women_count=women_count,
men_count=men_count,
minimal_clothing_ratio=minimal_clothing_ratio,
standard_pose_ratio=standard_pose_ratio,
trigger=trigger,
prepend_trigger_to_prompt=prepend_trigger_to_prompt,
extra_positive=extra_positive or "",
extra_negative=extra_negative or "",
seed_config=seed_config or "",
camera_config=camera_config or "",
character_profile=character_profile or "",
character_cast=character_cast or "",
)
return (
row["prompt"],
row["negative_prompt"],
row["caption"],
json.dumps(row, ensure_ascii=True, sort_keys=True),
row.get("main_category", category),
row.get("subcategory", subcategory),
)
class SxCPSeedControl:
SEED_AXES = (
"category",
"subcategory",
"content",
"person",
"scene",
"pose",
"role",
"expression",
"composition",
)
@classmethod
def INPUT_TYPES(cls):
seed_spec = {"default": -1, "min": -1, "max": 0xFFFFFFFF, "step": 1}
required = {}
for axis in cls.SEED_AXES:
required[f"{axis}_seed_mode"] = (seed_mode_choices(), {"default": "auto"})
required[f"{axis}_seed"] = ("INT", seed_spec)
return {
"required": required
}
RETURN_TYPES = ("STRING",)
RETURN_NAMES = ("seed_config",)
FUNCTION = "build"
CATEGORY = "prompt_builder"
@classmethod
def IS_CHANGED(cls, *args, **kwargs):
values = list(args) + list(kwargs.values())
if "random" in values:
return random.random()
return tuple(args), tuple(sorted(kwargs.items()))
def build(
self,
category_seed_mode,
category_seed,
subcategory_seed_mode,
subcategory_seed,
content_seed_mode,
content_seed,
person_seed_mode,
person_seed,
scene_seed_mode,
scene_seed,
pose_seed_mode,
pose_seed,
role_seed_mode,
role_seed,
expression_seed_mode,
expression_seed,
composition_seed_mode,
composition_seed,
):
return (
build_seed_config_json(
category_seed=category_seed,
subcategory_seed=subcategory_seed,
content_seed=content_seed,
person_seed=person_seed,
scene_seed=scene_seed,
pose_seed=pose_seed,
role_seed=role_seed,
expression_seed=expression_seed,
composition_seed=composition_seed,
category_seed_mode=category_seed_mode,
subcategory_seed_mode=subcategory_seed_mode,
content_seed_mode=content_seed_mode,
person_seed_mode=person_seed_mode,
scene_seed_mode=scene_seed_mode,
pose_seed_mode=pose_seed_mode,
role_seed_mode=role_seed_mode,
expression_seed_mode=expression_seed_mode,
composition_seed_mode=composition_seed_mode,
),
)
class SxCPSeedLocker:
@classmethod
def INPUT_TYPES(cls):
seed_spec = {"default": 20260614, "min": 0, "max": 0xFFFFFFFF, "step": 1}
reroll_seed_spec = {"default": -1, "min": -1, "max": 0xFFFFFFFF, "step": 1}
return {
"required": {
"base_seed": ("INT", seed_spec),
"reroll_axis": (
[
"none",
"category",
"subcategory",
"content",
"person",
"scene",
"pose",
"role",
"expression",
"composition",
"content_pose",
"scene_pose",
],
{"default": "none"},
),
"reroll_seed": ("INT", reroll_seed_spec),
}
}
RETURN_TYPES = ("STRING", "STRING")
RETURN_NAMES = ("seed_config", "summary")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(self, base_seed, reroll_axis, reroll_seed):
config = build_seed_lock_config_json(base_seed=base_seed, reroll_axis=reroll_axis, reroll_seed=reroll_seed)
summary = f"base {base_seed}; reroll {reroll_axis} with {'main seed' if int(reroll_seed) < 0 else reroll_seed}"
return config, summary
class SxCPCameraControl:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"camera_mode": (camera_mode_choices(), {"default": "handheld_selfie"}),
"shot_size": (camera_shot_choices(), {"default": "auto"}),
"angle": (camera_angle_choices(), {"default": "auto"}),
"lens": (camera_lens_choices(), {"default": "smartphone_wide"}),
"distance": (camera_distance_choices(), {"default": "arm_length"}),
"orientation": (camera_orientation_choices(), {"default": "vertical_story"}),
"phone_visibility": (camera_phone_choices(), {"default": "phone_visible"}),
"priority": (camera_priority_choices(), {"default": "locked"}),
"camera_detail": (camera_detail_choices(), {"default": "compact"}),
}
}
RETURN_TYPES = ("STRING",)
RETURN_NAMES = ("camera_config",)
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
camera_mode,
shot_size,
angle,
lens,
distance,
orientation,
phone_visibility,
priority,
camera_detail,
):
return (
build_camera_config_json(
camera_mode=camera_mode,
shot_size=shot_size,
angle=angle,
lens=lens,
distance=distance,
orientation=orientation,
phone_visibility=phone_visibility,
priority=priority,
camera_detail=camera_detail,
),
)
class SxCPCameraOrbitControl:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"enabled": ("BOOLEAN", {"default": True}),
"camera_mode": (camera_mode_choices(), {"default": "standard"}),
"horizontal_angle": ("INT", {"default": 0, "min": 0, "max": 359, "step": 1}),
"vertical_angle": ("INT", {"default": 0, "min": -90, "max": 90, "step": 1}),
"zoom": ("FLOAT", {"default": 5.0, "min": 0.0, "max": 10.0, "step": 0.1}),
"framing": (camera_orbit_framing_choices(), {"default": "from_zoom"}),
"subject_focus": (camera_orbit_focus_choices(), {"default": "auto"}),
"lens": (camera_lens_choices(), {"default": "auto"}),
"orientation": (camera_orientation_choices(), {"default": "auto"}),
"phone_visibility": (camera_phone_choices(), {"default": "auto"}),
"priority": (camera_priority_choices(), {"default": "locked"}),
"camera_detail": (camera_detail_choices(), {"default": "compact"}),
"include_degrees": ("BOOLEAN", {"default": True}),
}
}
RETURN_TYPES = ("STRING", "STRING", "STRING")
RETURN_NAMES = ("camera_config", "camera_prompt", "camera_info_json")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
enabled,
camera_mode,
horizontal_angle,
vertical_angle,
zoom,
framing,
subject_focus,
lens,
orientation,
phone_visibility,
priority,
camera_detail,
include_degrees,
):
config = build_camera_orbit_config_json(
enabled=enabled,
camera_mode=camera_mode,
horizontal_angle=horizontal_angle,
vertical_angle=vertical_angle,
zoom=zoom,
framing=framing,
subject_focus=subject_focus,
lens=lens,
orientation=orientation,
phone_visibility=phone_visibility,
priority=priority,
camera_detail=camera_detail,
include_degrees=include_degrees,
)
parsed = json.loads(config)
camera_prompt = parsed.get("custom_camera_prompt", "")
return config, camera_prompt, json.dumps(parsed, ensure_ascii=True, sort_keys=True)
class SxCPQwenCameraTranslator:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"qwen_prompt": ("STRING", {"default": ""}),
"prefer_camera_info": ("BOOLEAN", {"default": True}),
"camera_mode": (camera_mode_choices(), {"default": "standard"}),
"subject_focus": (camera_orbit_focus_choices(), {"default": "auto"}),
"lens": (camera_lens_choices(), {"default": "auto"}),
"orientation": (camera_orientation_choices(), {"default": "auto"}),
"phone_visibility": (camera_phone_choices(), {"default": "auto"}),
"priority": (camera_priority_choices(), {"default": "locked"}),
"camera_detail": (camera_detail_choices(), {"default": "compact"}),
"include_degrees": ("BOOLEAN", {"default": False}),
"suppress_phone_visibility": ("BOOLEAN", {"default": True}),
},
"optional": {
"camera_info": (ANY_TYPE,),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING")
RETURN_NAMES = ("camera_config", "camera_prompt", "camera_info_json")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
qwen_prompt,
prefer_camera_info,
camera_mode,
subject_focus,
lens,
orientation,
phone_visibility,
priority,
camera_detail,
include_degrees,
suppress_phone_visibility,
camera_info=None,
):
config = build_qwen_camera_config_json(
qwen_prompt=qwen_prompt or "",
camera_info=camera_info,
prefer_camera_info=prefer_camera_info,
camera_mode=camera_mode,
subject_focus=subject_focus,
lens=lens,
orientation=orientation,
phone_visibility=phone_visibility,
priority=priority,
camera_detail=camera_detail,
include_degrees=include_degrees,
suppress_phone_visibility=suppress_phone_visibility,
)
parsed = json.loads(config)
camera_prompt = parsed.get("custom_camera_prompt", "")
return config, camera_prompt, json.dumps(parsed, ensure_ascii=True, sort_keys=True)
class SxCPCategoryPreset:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"preset": (category_preset_choices(), {"default": "auto_weighted"}),
"subcategory": (subcategory_choices(), {"default": "random"}),
}
}
RETURN_TYPES = ("STRING", "STRING", "STRING")
RETURN_NAMES = ("category_config", "category", "subcategory")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(self, preset, subcategory):
config = build_category_config_json(preset=preset, subcategory=subcategory)
parsed = json.loads(config)
return config, parsed["category"], parsed["subcategory"]
class SxCPCastControl:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"cast_mode": (cast_preset_choices(), {"default": "mixed_couple"}),
"women_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
"men_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
}
}
RETURN_TYPES = ("STRING", "INT", "INT", "STRING")
RETURN_NAMES = ("cast_config", "women_count", "men_count", "cast_summary")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(self, cast_mode, women_count, men_count):
config = build_cast_config_json(cast_mode=cast_mode, women_count=women_count, men_count=men_count)
parsed = json.loads(config)
summary = f"{parsed['women_count']} women, {parsed['men_count']} men"
return config, parsed["women_count"], parsed["men_count"], summary
class SxCPGenerationProfile:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"profile": (generation_profile_choices(), {"default": "balanced"}),
"clothing_override": (["profile_default", "full", "minimal"], {"default": "profile_default"}),
"poses_override": (["profile_default", "standard", "evocative"], {"default": "profile_default"}),
"expression_enabled": ("BOOLEAN", {"default": True}),
"expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"backside_bias": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"minimal_clothing_ratio": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"standard_pose_ratio": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"trigger_policy": (["profile_default", "prepend_trigger", "do_not_prepend"], {"default": "profile_default"}),
}
}
RETURN_TYPES = ("STRING", "STRING")
RETURN_NAMES = ("generation_profile", "summary")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
profile,
clothing_override,
poses_override,
expression_enabled,
expression_intensity,
backside_bias,
minimal_clothing_ratio,
standard_pose_ratio,
trigger_policy,
):
config = build_generation_profile_json(
profile=profile,
clothing_override=clothing_override,
poses_override=poses_override,
expression_enabled=expression_enabled,
expression_intensity=expression_intensity,
backside_bias=backside_bias,
minimal_clothing_ratio=minimal_clothing_ratio,
standard_pose_ratio=standard_pose_ratio,
trigger_policy=trigger_policy,
)
parsed = json.loads(config)
expression_summary = "expression disabled" if not parsed.get("expression_enabled", True) else f"expression {parsed['expression_intensity']}"
summary = f"{parsed['profile']}: {parsed['clothing']}, {parsed['poses']}, {expression_summary}"
return config, summary
class SxCPAdvancedFilters:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"include_european": ("BOOLEAN", {"default": True}),
"include_mediterranean_mena": ("BOOLEAN", {"default": True}),
"include_latina": ("BOOLEAN", {"default": True}),
"include_east_asian": ("BOOLEAN", {"default": True}),
"include_southeast_asian": ("BOOLEAN", {"default": True}),
"include_south_asian": ("BOOLEAN", {"default": True}),
"include_black_african": ("BOOLEAN", {"default": True}),
"include_indigenous": ("BOOLEAN", {"default": True}),
"include_mixed": ("BOOLEAN", {"default": True}),
"include_plus_size": ("BOOLEAN", {"default": True}),
"figure": (["curvy", "balanced", "bombshell"], {"default": "curvy"}),
}
}
RETURN_TYPES = ("STRING",)
RETURN_NAMES = ("filter_config",)
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
include_european,
include_mediterranean_mena,
include_latina,
include_east_asian,
include_southeast_asian,
include_south_asian,
include_black_african,
include_indigenous,
include_mixed,
include_plus_size,
figure,
):
return (
build_filter_config_json(
figure=figure,
include_european=include_european,
include_mediterranean_mena=include_mediterranean_mena,
include_latina=include_latina,
include_east_asian=include_east_asian,
include_southeast_asian=include_southeast_asian,
include_south_asian=include_south_asian,
include_black_african=include_black_african,
include_indigenous=include_indigenous,
include_mixed=include_mixed,
include_plus_size=include_plus_size,
),
)
class SxCPPromptBuilderFromConfigs:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"row_number": ("INT", {"default": 1, "min": 1, "max": 1000000, "step": 1}),
"start_index": ("INT", {"default": 41, "min": 1, "max": 1000000, "step": 1}),
"seed": ("INT", {"default": 20260614, "min": 0, "max": 0xFFFFFFFF, "step": 1}),
},
"optional": {
"category_config": ("STRING", {"default": "", "multiline": True}),
"cast_config": ("STRING", {"default": "", "multiline": True}),
"generation_profile": ("STRING", {"default": "", "multiline": True}),
"filter_config": ("STRING", {"default": "", "multiline": True}),
"seed_config": ("STRING", {"default": "", "multiline": True}),
"camera_config": ("STRING", {"default": "", "multiline": True}),
"character_profile": ("STRING", {"default": "", "multiline": True}),
"character_cast": ("STRING", {"default": "", "multiline": True}),
"extra_positive": ("STRING", {"default": "", "multiline": True}),
"extra_negative": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("prompt", "negative_prompt", "caption", "metadata_json", "category", "subcategory")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
row_number,
start_index,
seed,
category_config="",
cast_config="",
generation_profile="",
filter_config="",
seed_config="",
camera_config="",
character_profile="",
character_cast="",
extra_positive="",
extra_negative="",
):
row = build_prompt_from_configs(
row_number=row_number,
start_index=start_index,
seed=seed,
category_config=category_config or "",
cast_config=cast_config or "",
generation_profile=generation_profile or "",
filter_config=filter_config or "",
seed_config=seed_config or "",
camera_config=camera_config or "",
character_profile=character_profile or "",
character_cast=character_cast or "",
extra_positive=extra_positive or "",
extra_negative=extra_negative or "",
)
return (
row["prompt"],
row["negative_prompt"],
row["caption"],
json.dumps(row, ensure_ascii=True, sort_keys=True),
row.get("main_category", ""),
row.get("subcategory", ""),
)
class SxCPCharacterSlot:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"enabled": ("BOOLEAN", {"default": True}),
"subject_type": (["woman", "man"], {"default": "woman"}),
"label": (character_label_choices(), {"default": "auto_chain"}),
"age": (character_age_choices(), {"default": "random"}),
"manual_age": ("STRING", {"default": ""}),
"ethnicity": (character_ethnicity_choices(), {"default": "random"}),
"figure": (character_figure_choices(), {"default": "random"}),
"body": (character_body_choices(), {"default": "random"}),
"manual_body": ("STRING", {"default": ""}),
"body_phrase": ("STRING", {"default": ""}),
"skin": ("STRING", {"default": ""}),
"hair": ("STRING", {"default": ""}),
"eyes": ("STRING", {"default": ""}),
"descriptor_detail": (character_descriptor_detail_choices(), {"default": "auto"}),
"expression_enabled": ("BOOLEAN", {"default": True}),
"expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"presence_mode": (character_presence_choices(), {"default": "visible"}),
"softcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"hardcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"softcore_outfit": ("STRING", {"default": ""}),
"hardcore_clothing": ("STRING", {"default": ""}),
},
"optional": {
"character_cast": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("character_cast", "character_slot", "summary", "status")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
enabled,
subject_type,
label,
age,
manual_age,
ethnicity,
figure,
body,
manual_body,
body_phrase,
skin,
hair,
eyes,
descriptor_detail="auto",
expression_enabled=True,
expression_intensity=-1.0,
presence_mode="visible",
softcore_expression_intensity=-1.0,
hardcore_expression_intensity=-1.0,
softcore_outfit="",
hardcore_clothing="",
character_cast="",
):
result = build_character_slot_json(
subject_type=subject_type,
label=label,
age=age,
manual_age=manual_age,
ethnicity=ethnicity,
figure=figure,
body=body,
manual_body=manual_body,
body_phrase=body_phrase,
skin=skin,
hair=hair,
eyes=eyes,
descriptor_detail=descriptor_detail,
expression_enabled=expression_enabled,
expression_intensity=expression_intensity,
presence_mode=presence_mode,
softcore_expression_intensity=softcore_expression_intensity,
hardcore_expression_intensity=hardcore_expression_intensity,
softcore_outfit=softcore_outfit,
hardcore_clothing=hardcore_clothing,
enabled=enabled,
character_cast=character_cast or "",
)
return result["character_cast"], result["character_slot"], result["summary"], result["status"]
class SxCPWomanSlot:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"enabled": ("BOOLEAN", {"default": True}),
"label": (character_label_choices(), {"default": "auto_chain"}),
"age": (character_age_choices(), {"default": "random"}),
"manual_age": ("STRING", {"default": ""}),
"ethnicity": (character_ethnicity_choices(), {"default": "random"}),
"figure_bias": (character_figure_choices(), {"default": "random"}),
"body": (character_woman_body_choices(), {"default": "random"}),
"manual_body": ("STRING", {"default": ""}),
"body_phrase": ("STRING", {"default": ""}),
"skin": ("STRING", {"default": ""}),
"hair": ("STRING", {"default": ""}),
"eyes": ("STRING", {"default": ""}),
"descriptor_detail": (character_descriptor_detail_choices(), {"default": "auto"}),
"expression_enabled": ("BOOLEAN", {"default": True}),
"expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"softcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"hardcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"softcore_outfit": ("STRING", {"default": ""}),
"hardcore_clothing": ("STRING", {"default": ""}),
},
"optional": {
"character_cast": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("character_cast", "character_slot", "summary", "status")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
enabled,
label,
age,
manual_age,
ethnicity,
figure_bias,
body,
manual_body,
body_phrase,
skin,
hair,
eyes,
descriptor_detail="auto",
expression_enabled=True,
expression_intensity=-1.0,
softcore_expression_intensity=-1.0,
hardcore_expression_intensity=-1.0,
softcore_outfit="",
hardcore_clothing="",
character_cast="",
):
result = build_character_slot_json(
subject_type="woman",
label=label,
age=age,
manual_age=manual_age,
ethnicity=ethnicity,
figure=figure_bias,
body=body,
manual_body=manual_body,
body_phrase=body_phrase,
skin=skin,
hair=hair,
eyes=eyes,
descriptor_detail=descriptor_detail,
expression_enabled=expression_enabled,
expression_intensity=expression_intensity,
softcore_expression_intensity=softcore_expression_intensity,
hardcore_expression_intensity=hardcore_expression_intensity,
softcore_outfit=softcore_outfit,
hardcore_clothing=hardcore_clothing,
enabled=enabled,
character_cast=character_cast or "",
)
return result["character_cast"], result["character_slot"], result["summary"], result["status"]
class SxCPManSlot:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"enabled": ("BOOLEAN", {"default": True}),
"label": (character_label_choices(), {"default": "auto_chain"}),
"age": (character_age_choices(), {"default": "random"}),
"manual_age": ("STRING", {"default": ""}),
"ethnicity": (character_ethnicity_choices(), {"default": "random"}),
"body": (character_man_body_choices(), {"default": "random"}),
"manual_body": ("STRING", {"default": ""}),
"body_phrase": ("STRING", {"default": ""}),
"skin": ("STRING", {"default": ""}),
"hair": ("STRING", {"default": ""}),
"eyes": ("STRING", {"default": ""}),
"descriptor_detail": (character_descriptor_detail_choices(), {"default": "compact"}),
"expression_enabled": ("BOOLEAN", {"default": True}),
"expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"presence_mode": (character_presence_choices(), {"default": "visible"}),
"softcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"hardcore_expression_intensity": ("FLOAT", {"default": -1.0, "min": -1.0, "max": 1.0, "step": 0.01}),
"softcore_outfit": ("STRING", {"default": ""}),
"hardcore_clothing": ("STRING", {"default": ""}),
},
"optional": {
"character_cast": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("character_cast", "character_slot", "summary", "status")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
enabled,
label,
age,
manual_age,
ethnicity,
body,
manual_body,
body_phrase,
skin,
hair,
eyes,
descriptor_detail="compact",
expression_enabled=True,
expression_intensity=-1.0,
presence_mode="visible",
softcore_expression_intensity=-1.0,
hardcore_expression_intensity=-1.0,
softcore_outfit="",
hardcore_clothing="",
character_cast="",
):
result = build_character_slot_json(
subject_type="man",
label=label,
age=age,
manual_age=manual_age,
ethnicity=ethnicity,
figure="random",
body=body,
manual_body=manual_body,
body_phrase=body_phrase,
skin=skin,
hair=hair,
eyes=eyes,
descriptor_detail=descriptor_detail,
expression_enabled=expression_enabled,
expression_intensity=expression_intensity,
presence_mode=presence_mode,
softcore_expression_intensity=softcore_expression_intensity,
hardcore_expression_intensity=hardcore_expression_intensity,
softcore_outfit=softcore_outfit,
hardcore_clothing=hardcore_clothing,
enabled=enabled,
character_cast=character_cast or "",
)
return result["character_cast"], result["character_slot"], result["summary"], result["status"]
class SxCPCharacterProfileSave:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"profile_name": ("STRING", {"default": "saved_character"}),
"source": (["metadata_json", "character_slot", "manual"], {"default": "metadata_json"}),
"subject_type": (["woman", "man"], {"default": "woman"}),
"age": ("STRING", {"default": ""}),
"body": ("STRING", {"default": ""}),
"body_phrase": ("STRING", {"default": ""}),
"skin": ("STRING", {"default": ""}),
"hair": ("STRING", {"default": ""}),
"eyes": ("STRING", {"default": ""}),
"figure": ("STRING", {"default": ""}),
"save_now": ("BOOLEAN", {"default": False}),
},
"optional": {
"metadata_json": ("STRING", {"default": "", "multiline": True}),
"character_slot": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("character_profile", "descriptor", "profile_name", "saved_path", "status", "character_cast")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
profile_name,
source,
subject_type,
age,
body,
body_phrase,
skin,
hair,
eyes,
figure,
save_now,
metadata_json="",
character_slot="",
):
profile = build_character_profile_json(
profile_name=profile_name,
source=source,
metadata_json=metadata_json or "",
character_slot=character_slot or "",
subject_type=subject_type,
age=age,
body=body,
body_phrase=body_phrase,
skin=skin,
hair=hair,
eyes=eyes,
figure=figure,
save_now=save_now,
)
return (
profile["profile_json"],
profile["descriptor"],
profile["profile_name"],
profile["saved_path"],
profile["status"],
profile["profile_json"],
)
class SxCPCharacterProfileLoad:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"enabled": ("BOOLEAN", {"default": True}),
"profile_name": (character_profile_choices(), {"default": "manual"}),
"rename_to": ("STRING", {"default": ""}),
"delete_now": ("BOOLEAN", {"default": False}),
"rename_now": ("BOOLEAN", {"default": False}),
},
"optional": {
"manual_profile_name": ("STRING", {"default": ""}),
"fallback_profile_json": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = ("character_profile", "descriptor", "profile_name", "saved_path", "status", "character_cast")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
enabled,
profile_name,
rename_to,
delete_now,
rename_now,
manual_profile_name="",
fallback_profile_json="",
):
chosen_name = manual_profile_name.strip() if profile_name == "manual" and manual_profile_name.strip() else profile_name
profile = load_character_profile_json(
profile_name=chosen_name,
fallback_profile_json=fallback_profile_json or "",
enabled=enabled,
delete_now=delete_now,
rename_now=rename_now,
rename_to=rename_to,
)
return (
profile["profile_json"],
profile["descriptor"],
profile["profile_name"],
profile["saved_path"],
profile["status"],
profile["profile_json"],
)
class SxCPCaptionNaturalizer:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"source_text": ("STRING", {"default": "", "multiline": True}),
"input_hint": (["auto", "metadata_json", "caption_or_prompt"], {"default": "auto"}),
"detail_level": (["balanced", "concise", "dense"], {"default": "balanced"}),
"style_policy": (["drop_style_tail", "keep_style_terms"], {"default": "drop_style_tail"}),
"trigger": ("STRING", {"default": "sxcppnl7"}),
"include_trigger": ("BOOLEAN", {"default": True}),
},
"optional": {
"metadata_json": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING")
RETURN_NAMES = ("natural_caption", "method")
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
source_text,
input_hint,
detail_level,
style_policy,
trigger,
include_trigger,
metadata_json="",
):
return naturalize_caption(
source_text=source_text or "",
metadata_json=metadata_json or "",
input_hint=input_hint,
trigger=trigger,
include_trigger=include_trigger,
detail_level=detail_level,
style_policy=style_policy,
)
class SxCPKrea2Formatter:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"source_text": ("STRING", {"default": "", "multiline": True}),
"input_hint": (["auto", "metadata_json", "prompt"], {"default": "auto"}),
"target": (["auto", "single", "softcore", "hardcore"], {"default": "auto"}),
"detail_level": (["balanced", "concise", "dense"], {"default": "balanced"}),
"style_mode": (["preserve", "photographic", "minimal"], {"default": "preserve"}),
"preserve_trigger": ("BOOLEAN", {"default": False}),
},
"optional": {
"metadata_json": ("STRING", {"default": "", "multiline": True}),
"negative_prompt": ("STRING", {"default": "", "multiline": True}),
"extra_positive": ("STRING", {"default": "", "multiline": True}),
"extra_negative": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = (
"krea_prompt",
"negative_prompt",
"krea_softcore_prompt",
"krea_hardcore_prompt",
"softcore_negative_prompt",
"hardcore_negative_prompt",
"method",
)
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
source_text,
input_hint,
target,
detail_level,
style_mode,
preserve_trigger,
metadata_json="",
negative_prompt="",
extra_positive="",
extra_negative="",
):
row = format_krea2_prompt(
source_text=source_text or "",
metadata_json=metadata_json or "",
negative_prompt=negative_prompt or "",
input_hint=input_hint,
target=target,
detail_level=detail_level,
style_mode=style_mode,
preserve_trigger=preserve_trigger,
extra_positive=extra_positive or "",
extra_negative=extra_negative or "",
)
return (
row["krea_prompt"],
row["negative_prompt"],
row["krea_softcore_prompt"],
row["krea_hardcore_prompt"],
row["softcore_negative_prompt"],
row["hardcore_negative_prompt"],
row["method"],
)
class SxCPInstaOFOptions:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"softcore_cast": (["solo", "same_as_hardcore"], {"default": "solo"}),
"hardcore_cast": (["use_counts", "couple", "threesome", "group"], {"default": "use_counts"}),
"hardcore_women_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
"hardcore_men_count": ("INT", {"default": 1, "min": 0, "max": 12, "step": 1}),
"softcore_level": (["social_tease", "lingerie_tease", "implied_nude", "explicit_tease", "explicit_nude"], {"default": "lingerie_tease"}),
"hardcore_level": (["explicit", "hardcore"], {"default": "hardcore"}),
"softcore_expression_enabled": ("BOOLEAN", {"default": True}),
"hardcore_expression_enabled": ("BOOLEAN", {"default": True}),
"softcore_expression_intensity": ("FLOAT", {"default": 0.45, "min": 0.0, "max": 1.0, "step": 0.01}),
"hardcore_expression_intensity": ("FLOAT", {"default": 0.85, "min": 0.0, "max": 1.0, "step": 0.01}),
"platform_style": (["hybrid", "instagram", "onlyfans"], {"default": "hybrid"}),
"continuity": (["same_creator_same_room", "same_creator_new_scene"], {"default": "same_creator_same_room"}),
"hardcore_clothing_continuity": (["none", "same_outfit", "partially_removed", "implied_nude", "explicit_nude"], {"default": "partially_removed"}),
"softcore_camera_mode": (["from_camera_config"] + camera_mode_choices(), {"default": "handheld_selfie"}),
"hardcore_camera_mode": (["from_camera_config", "same_as_softcore"] + camera_mode_choices(), {"default": "from_camera_config"}),
"camera_detail": (["from_camera_config"] + camera_detail_choices(), {"default": "from_camera_config"}),
"hardcore_detail_density": (hardcore_detail_density_choices(), {"default": "balanced"}),
}
}
RETURN_TYPES = ("STRING",)
RETURN_NAMES = ("options_json",)
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
softcore_cast,
hardcore_cast,
hardcore_women_count,
hardcore_men_count,
softcore_level,
hardcore_level,
softcore_expression_enabled,
hardcore_expression_enabled,
softcore_expression_intensity,
hardcore_expression_intensity,
platform_style,
continuity,
hardcore_clothing_continuity,
softcore_camera_mode,
hardcore_camera_mode,
camera_detail,
hardcore_detail_density,
):
return (
build_insta_of_options_json(
softcore_cast=softcore_cast,
hardcore_cast=hardcore_cast,
hardcore_women_count=hardcore_women_count,
hardcore_men_count=hardcore_men_count,
softcore_level=softcore_level,
hardcore_level=hardcore_level,
softcore_expression_enabled=softcore_expression_enabled,
hardcore_expression_enabled=hardcore_expression_enabled,
softcore_expression_intensity=softcore_expression_intensity,
hardcore_expression_intensity=hardcore_expression_intensity,
platform_style=platform_style,
continuity=continuity,
hardcore_clothing_continuity=hardcore_clothing_continuity,
softcore_camera_mode=softcore_camera_mode,
hardcore_camera_mode=hardcore_camera_mode,
camera_detail=camera_detail,
hardcore_detail_density=hardcore_detail_density,
),
)
class SxCPInstaOFPromptPair:
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"row_number": ("INT", {"default": 1, "min": 1, "max": 1000000, "step": 1}),
"start_index": ("INT", {"default": 41, "min": 1, "max": 1000000, "step": 1}),
"seed": ("INT", {"default": 20260614, "min": 0, "max": 0xFFFFFFFF, "step": 1}),
"ethnicity": (ethnicity_choices(), {"default": "any"}),
"figure": (["curvy", "balanced", "bombshell"], {"default": "curvy"}),
"trigger": ("STRING", {"default": "sxcpinup_coloredpencil"}),
"prepend_trigger_to_prompt": ("BOOLEAN", {"default": True}),
},
"optional": {
"seed_config": ("STRING", {"default": "", "multiline": True}),
"options_json": ("STRING", {"default": "", "multiline": True}),
"filter_config": ("STRING", {"default": "", "multiline": True}),
"camera_config": ("STRING", {"default": "", "multiline": True}),
"softcore_camera_config": ("STRING", {"default": "", "multiline": True}),
"hardcore_camera_config": ("STRING", {"default": "", "multiline": True}),
"character_profile": ("STRING", {"default": "", "multiline": True}),
"character_cast": ("STRING", {"default": "", "multiline": True}),
"extra_positive": ("STRING", {"default": "", "multiline": True}),
"extra_negative": ("STRING", {"default": "", "multiline": True}),
},
}
RETURN_TYPES = ("STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING", "STRING")
RETURN_NAMES = (
"softcore_prompt",
"hardcore_prompt",
"softcore_negative_prompt",
"hardcore_negative_prompt",
"softcore_caption",
"hardcore_caption",
"shared_descriptor",
"metadata_json",
)
FUNCTION = "build"
CATEGORY = "prompt_builder"
def build(
self,
row_number,
start_index,
seed,
ethnicity,
figure,
trigger,
prepend_trigger_to_prompt,
seed_config="",
options_json="",
filter_config="",
camera_config="",
softcore_camera_config="",
hardcore_camera_config="",
character_profile="",
character_cast="",
extra_positive="",
extra_negative="",
no_plus_women=False,
no_black=False,
):
row = build_insta_of_pair(
row_number=row_number,
start_index=start_index,
seed=seed,
ethnicity=ethnicity,
figure=figure,
no_plus_women=no_plus_women,
no_black=no_black,
trigger=trigger,
prepend_trigger_to_prompt=prepend_trigger_to_prompt,
seed_config=seed_config or "",
options_json=options_json or "",
filter_config=filter_config or "",
camera_config=camera_config or "",
softcore_camera_config=softcore_camera_config or "",
hardcore_camera_config=hardcore_camera_config or "",
character_profile=character_profile or "",
character_cast=character_cast or "",
extra_positive=extra_positive or "",
extra_negative=extra_negative or "",
)
return (
row["softcore_prompt"],
row["hardcore_prompt"],
row["softcore_negative_prompt"],
row["hardcore_negative_prompt"],
row["softcore_caption"],
row["hardcore_caption"],
row["shared_descriptor"],
json.dumps(row, ensure_ascii=True, sort_keys=True),
)
NODE_CLASS_MAPPINGS = {
"SxCPPromptBuilder": SxCPPromptBuilder,
"SxCPSeedControl": SxCPSeedControl,
"SxCPSeedLocker": SxCPSeedLocker,
"SxCPCameraControl": SxCPCameraControl,
"SxCPCameraOrbitControl": SxCPCameraOrbitControl,
"SxCPQwenCameraTranslator": SxCPQwenCameraTranslator,
"SxCPCategoryPreset": SxCPCategoryPreset,
"SxCPCastControl": SxCPCastControl,
"SxCPGenerationProfile": SxCPGenerationProfile,
"SxCPAdvancedFilters": SxCPAdvancedFilters,
"SxCPPromptBuilderFromConfigs": SxCPPromptBuilderFromConfigs,
"SxCPWomanSlot": SxCPWomanSlot,
"SxCPManSlot": SxCPManSlot,
"SxCPCharacterSlot": SxCPCharacterSlot,
"SxCPCharacterProfileSave": SxCPCharacterProfileSave,
"SxCPCharacterProfileLoad": SxCPCharacterProfileLoad,
"SxCPCaptionNaturalizer": SxCPCaptionNaturalizer,
"SxCPKrea2Formatter": SxCPKrea2Formatter,
"SxCPInstaOFOptions": SxCPInstaOFOptions,
"SxCPInstaOFPromptPair": SxCPInstaOFPromptPair,
}
NODE_CLASS_MAPPINGS.update(LOOP_NODE_CLASS_MAPPINGS)
NODE_DISPLAY_NAME_MAPPINGS = {
"SxCPPromptBuilder": "SxCP Prompt Builder",
"SxCPSeedControl": "SxCP Seed Control",
"SxCPSeedLocker": "SxCP Seed Locker",
"SxCPCameraControl": "SxCP Camera Control",
"SxCPCameraOrbitControl": "SxCP Camera Orbit Control",
"SxCPQwenCameraTranslator": "SxCP Qwen Camera Translator",
"SxCPCategoryPreset": "SxCP Category Preset",
"SxCPCastControl": "SxCP Cast Control",
"SxCPGenerationProfile": "SxCP Generation Profile",
"SxCPAdvancedFilters": "SxCP Advanced Filters",
"SxCPPromptBuilderFromConfigs": "SxCP Prompt Builder From Configs",
"SxCPWomanSlot": "SxCP Woman Slot",
"SxCPManSlot": "SxCP Man Slot",
"SxCPCharacterSlot": "SxCP Character Slot",
"SxCPCharacterProfileSave": "SxCP Character Profile Save",
"SxCPCharacterProfileLoad": "SxCP Character Profile Load",
"SxCPCaptionNaturalizer": "SxCP Caption Naturalizer",
"SxCPKrea2Formatter": "SxCP Krea2 Formatter",
"SxCPInstaOFOptions": "SxCP Insta/OF Options",
"SxCPInstaOFPromptPair": "SxCP Insta/OF Prompt Pair",
}
NODE_DISPLAY_NAME_MAPPINGS.update(LOOP_NODE_DISPLAY_NAME_MAPPINGS)
WEB_DIRECTORY = "./web"
__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]