Spaces:
Running
on
Zero
Running
on
Zero
File size: 9,067 Bytes
77f10a3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 |
from __future__ import annotations
from enum import Enum
from typing import Optional
from pydantic import BaseModel, Field, conint, confloat
class RecraftColor:
def __init__(self, r: int, g: int, b: int):
self.color = [r, g, b]
def create_api_model(self):
return RecraftColorObject(rgb=self.color)
class RecraftColorChain:
def __init__(self):
self.colors: list[RecraftColor] = []
def get_first(self):
if len(self.colors) > 0:
return self.colors[0]
return None
def add(self, color: RecraftColor):
self.colors.append(color)
def create_api_model(self):
if not self.colors:
return None
colors_api = [x.create_api_model() for x in self.colors]
return colors_api
def clone(self):
c = RecraftColorChain()
for color in self.colors:
c.add(color)
return c
def clone_and_merge(self, other: RecraftColorChain):
c = self.clone()
for color in other.colors:
c.add(color)
return c
class RecraftControls:
def __init__(self, colors: RecraftColorChain=None, background_color: RecraftColorChain=None,
artistic_level: int=None, no_text: bool=None):
self.colors = colors
self.background_color = background_color
self.artistic_level = artistic_level
self.no_text = no_text
def create_api_model(self):
if self.colors is None and self.background_color is None and self.artistic_level is None and self.no_text is None:
return None
colors_api = None
background_color_api = None
if self.colors:
colors_api = self.colors.create_api_model()
if self.background_color:
first_background = self.background_color.get_first()
background_color_api = first_background.create_api_model() if first_background else None
return RecraftControlsObject(colors=colors_api, background_color=background_color_api,
artistic_level=self.artistic_level, no_text=self.no_text)
class RecraftStyle:
def __init__(self, style: str=None, substyle: str=None, style_id: str=None):
self.style = style
if substyle == "None":
substyle = None
self.substyle = substyle
self.style_id = style_id
class RecraftIO:
STYLEV3 = "RECRAFT_V3_STYLE"
COLOR = "RECRAFT_COLOR"
CONTROLS = "RECRAFT_CONTROLS"
class RecraftStyleV3(str, Enum):
#any = 'any' NOTE: this does not work for some reason... why?
realistic_image = 'realistic_image'
digital_illustration = 'digital_illustration'
vector_illustration = 'vector_illustration'
logo_raster = 'logo_raster'
def get_v3_substyles(style_v3: str, include_none=True) -> list[str]:
substyles: list[str] = []
if include_none:
substyles.append("None")
return substyles + dict_recraft_substyles_v3.get(style_v3, [])
dict_recraft_substyles_v3 = {
RecraftStyleV3.realistic_image: [
"b_and_w",
"enterprise",
"evening_light",
"faded_nostalgia",
"forest_life",
"hard_flash",
"hdr",
"motion_blur",
"mystic_naturalism",
"natural_light",
"natural_tones",
"organic_calm",
"real_life_glow",
"retro_realism",
"retro_snapshot",
"studio_portrait",
"urban_drama",
"village_realism",
"warm_folk"
],
RecraftStyleV3.digital_illustration: [
"2d_art_poster",
"2d_art_poster_2",
"antiquarian",
"bold_fantasy",
"child_book",
"child_books",
"cover",
"crosshatch",
"digital_engraving",
"engraving_color",
"expressionism",
"freehand_details",
"grain",
"grain_20",
"graphic_intensity",
"hand_drawn",
"hand_drawn_outline",
"handmade_3d",
"hard_comics",
"infantile_sketch",
"long_shadow",
"modern_folk",
"multicolor",
"neon_calm",
"noir",
"nostalgic_pastel",
"outline_details",
"pastel_gradient",
"pastel_sketch",
"pixel_art",
"plastic",
"pop_art",
"pop_renaissance",
"seamless",
"street_art",
"tablet_sketch",
"urban_glow",
"urban_sketching",
"vanilla_dreams",
"young_adult_book",
"young_adult_book_2"
],
RecraftStyleV3.vector_illustration: [
"bold_stroke",
"chemistry",
"colored_stencil",
"contour_pop_art",
"cosmics",
"cutout",
"depressive",
"editorial",
"emotional_flat",
"engraving",
"infographical",
"line_art",
"line_circuit",
"linocut",
"marker_outline",
"mosaic",
"naivector",
"roundish_flat",
"seamless",
"segmented_colors",
"sharp_contrast",
"thin",
"vector_photo",
"vivid_shapes"
],
RecraftStyleV3.logo_raster: [
"emblem_graffiti",
"emblem_pop_art",
"emblem_punk",
"emblem_stamp",
"emblem_vintage"
],
}
class RecraftModel(str, Enum):
recraftv3 = 'recraftv3'
recraftv2 = 'recraftv2'
class RecraftImageSize(str, Enum):
res_1024x1024 = '1024x1024'
res_1365x1024 = '1365x1024'
res_1024x1365 = '1024x1365'
res_1536x1024 = '1536x1024'
res_1024x1536 = '1024x1536'
res_1820x1024 = '1820x1024'
res_1024x1820 = '1024x1820'
res_1024x2048 = '1024x2048'
res_2048x1024 = '2048x1024'
res_1434x1024 = '1434x1024'
res_1024x1434 = '1024x1434'
res_1024x1280 = '1024x1280'
res_1280x1024 = '1280x1024'
res_1024x1707 = '1024x1707'
res_1707x1024 = '1707x1024'
class RecraftColorObject(BaseModel):
rgb: list[int] = Field(..., description='An array of 3 integer values in range of 0...255 defining RGB Color Model')
class RecraftControlsObject(BaseModel):
colors: Optional[list[RecraftColorObject]] = Field(None, description='An array of preferable colors')
background_color: Optional[RecraftColorObject] = Field(None, description='Use given color as a desired background color')
no_text: Optional[bool] = Field(None, description='Do not embed text layouts')
artistic_level: Optional[conint(ge=0, le=5)] = Field(None, description='Defines artistic tone of your image. At a simple level, the person looks straight at the camera in a static and clean style. Dynamic and eccentric levels introduce movement and creativity. The value should be in range [0..5].')
class RecraftImageGenerationRequest(BaseModel):
prompt: str = Field(..., description='The text prompt describing the image to generate')
size: Optional[RecraftImageSize] = Field(None, description='The size of the generated image (e.g., "1024x1024")')
n: conint(ge=1, le=6) = Field(..., description='The number of images to generate')
negative_prompt: Optional[str] = Field(None, description='A text description of undesired elements on an image')
model: Optional[RecraftModel] = Field(RecraftModel.recraftv3, description='The model to use for generation (e.g., "recraftv3")')
style: Optional[str] = Field(None, description='The style to apply to the generated image (e.g., "digital_illustration")')
substyle: Optional[str] = Field(None, description='The substyle to apply to the generated image, depending on the style input')
controls: Optional[RecraftControlsObject] = Field(None, description='A set of custom parameters to tweak generation process')
style_id: Optional[str] = Field(None, description='Use a previously uploaded style as a reference; UUID')
strength: Optional[confloat(ge=0.0, le=1.0)] = Field(None, description='Defines the difference with the original image, should lie in [0, 1], where 0 means almost identical, and 1 means miserable similarity')
random_seed: Optional[int] = Field(None, description="Seed for video generation")
# text_layout
class RecraftReturnedObject(BaseModel):
image_id: str = Field(..., description='Unique identifier for the generated image')
url: str = Field(..., description='URL to access the generated image')
class RecraftImageGenerationResponse(BaseModel):
created: int = Field(..., description='Unix timestamp when the generation was created')
credits: int = Field(..., description='Number of credits used for the generation')
data: Optional[list[RecraftReturnedObject]] = Field(None, description='Array of generated image information')
image: Optional[RecraftReturnedObject] = Field(None, description='Single generated image')
|