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3c2cd23 | 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 | from __future__ import annotations
from enum import StrEnum
from typing import Annotated, Literal
from pydantic import BaseModel, ConfigDict, Field, field_validator
Pixel = Annotated[float, Field(ge=0)]
DEFAULT_SNAP_ANGLES = (0.0, 45.0, 90.0, -45.0, -90.0)
class CleanupMode(StrEnum):
OPENCV = "opencv"
LAMA = "lama"
class Device(StrEnum):
AUTO = "auto"
CPU = "cpu"
CUDA = "cuda"
MPS = "mps"
class BitmapExtractor(StrEnum):
OPENCV = "opencv"
SAM2 = "sam2"
class Point(BaseModel):
x: Pixel
y: Pixel
class Box(BaseModel):
x: Pixel
y: Pixel
width: Annotated[float, Field(gt=0)]
height: Annotated[float, Field(gt=0)]
class TextStyle(BaseModel):
font_family: str = "Lato"
font_size: Annotated[float, Field(ge=4, le=1000)] = 16
font_weight: Literal[400, 700] = 400
italic: bool = False
fill: str = "#111111"
opacity: Annotated[float, Field(ge=0, le=1)] = 1
stroke: str = "none"
stroke_width: Annotated[float, Field(ge=0, le=50)] = 0
letter_spacing: Annotated[float, Field(ge=-20, le=100)] = 0
anchor: Literal["start", "middle", "end"] = "start"
@field_validator("fill", "stroke")
@classmethod
def validate_color(cls, value: str) -> str:
if value == "none" or (
len(value) in {4, 7, 9} and value.startswith("#")
):
return value
raise ValueError("expected a CSS hexadecimal color or 'none'")
class TextRegion(BaseModel):
model_config = ConfigDict(extra="forbid")
id: str
text: str
confidence: Annotated[float, Field(ge=0, le=1)]
source_quad: Annotated[list[Point], Field(min_length=4, max_length=4)]
overlay_box: Box
rotation: Annotated[float, Field(ge=-180, le=180)] = 0
remove_text: bool = True
include_overlay: bool = True
mask_padding: Annotated[float, Field(ge=0, le=100)] = 3
style: TextStyle = Field(default_factory=TextStyle)
z_index: int = 1000
class SolidPaint(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["solid"] = "solid"
color: str
@field_validator("color")
@classmethod
def validate_color(cls, value: str) -> str:
if len(value) in {4, 7, 9} and value.startswith("#"):
return value
raise ValueError("expected a CSS hexadecimal color")
class GradientStop(BaseModel):
offset: Annotated[float, Field(ge=0, le=1)]
color: str
opacity: Annotated[float, Field(ge=0, le=1)] = 1
@field_validator("color")
@classmethod
def validate_color(cls, value: str) -> str:
if len(value) in {4, 7, 9} and value.startswith("#"):
return value
raise ValueError("expected a CSS hexadecimal color")
class LinearGradientPaint(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["linear-gradient"] = "linear-gradient"
angle: Annotated[float, Field(ge=-180, le=180)] = 0
stops: Annotated[list[GradientStop], Field(min_length=2, max_length=8)]
Paint = SolidPaint | LinearGradientPaint
class ShapeStyle(BaseModel):
fill: Paint = Field(default_factory=lambda: SolidPaint(color="#000000"))
fill_opacity: Annotated[float, Field(ge=0, le=1)] = 1
stroke: str = "none"
stroke_width: Annotated[float, Field(ge=0, le=100)] = 0
stroke_opacity: Annotated[float, Field(ge=0, le=1)] = 1
linecap: Literal["butt", "round", "square"] = "round"
linejoin: Literal["miter", "round", "bevel"] = "round"
@field_validator("stroke")
@classmethod
def validate_stroke(cls, value: str) -> str:
if value == "none" or (len(value) in {4, 7, 9} and value.startswith("#")):
return value
raise ValueError("expected a CSS hexadecimal color or 'none'")
class RectGeometry(BaseModel):
type: Literal["rect"] = "rect"
box: Box
rx: Annotated[float, Field(ge=0)] = 0
ry: Annotated[float, Field(ge=0)] = 0
rotation: Annotated[float, Field(ge=-180, le=180)] = 0
class EllipseGeometry(BaseModel):
type: Literal["ellipse"] = "ellipse"
cx: Pixel
cy: Pixel
rx: Annotated[float, Field(gt=0)]
ry: Annotated[float, Field(gt=0)]
rotation: Annotated[float, Field(ge=-180, le=180)] = 0
class PolygonGeometry(BaseModel):
type: Literal["polygon"] = "polygon"
points: Annotated[list[Point], Field(min_length=3)]
class PathGeometry(BaseModel):
type: Literal["path"] = "path"
points: Annotated[list[Point], Field(min_length=2)]
closed: bool = False
smooth: bool = False
arrow_start: bool = False
arrow_end: bool = False
ShapeGeometry = RectGeometry | EllipseGeometry | PolygonGeometry | PathGeometry
class ShapeRegion(BaseModel):
model_config = ConfigDict(extra="forbid")
id: str
confidence: Annotated[float, Field(ge=0, le=1)]
geometry: ShapeGeometry
source_contours: list[list[Point]] = Field(default_factory=list)
style: ShapeStyle = Field(default_factory=ShapeStyle)
remove_source: bool = True
include_overlay: bool = True
mask_padding: Annotated[float, Field(ge=0, le=100)] = 1
z_index: int = 100
is_container: bool = False
semantic_role: Literal["shape", "arrow"] = "shape"
class BitmapRegion(BaseModel):
model_config = ConfigDict(extra="forbid")
id: str
asset_name: str
box: Box
opacity: Annotated[float, Field(ge=0, le=1)] = 1
z_index: int = 500
class MaskStroke(BaseModel):
operation: Literal["add", "erase"]
radius: Annotated[float, Field(gt=0, le=500)]
points: Annotated[list[Point], Field(min_length=1)]
class Canvas(BaseModel):
width: Annotated[int, Field(gt=0)]
height: Annotated[int, Field(gt=0)]
class DocumentSpec(BaseModel):
model_config = ConfigDict(extra="forbid")
version: Literal[1, 2] = 1
source_name: str
canvas: Canvas
regions: list[TextRegion]
shapes: list[ShapeRegion] = Field(default_factory=list)
bitmap_regions: list[BitmapRegion] = Field(default_factory=list)
mask_strokes: list[MaskStroke] = Field(default_factory=list)
class ProcessOptions(BaseModel):
confidence: Annotated[float, Field(ge=0, le=1)] = 0.5
device: Device = Device.AUTO
cleanup: CleanupMode = CleanupMode.OPENCV
max_pixels: Annotated[int, Field(gt=0)] = 40_000_000
snap_angles: Annotated[
list[Annotated[float, Field(ge=-180, le=180)]],
Field(min_length=1),
] = Field(default_factory=lambda: list(DEFAULT_SNAP_ANGLES))
snap_tolerance: Annotated[float, Field(ge=0, le=180)] = 6.0
snap_font_sizes: bool = False
vectorize_shapes: bool = False
bitmap_extractor: BitmapExtractor = BitmapExtractor.OPENCV
class JobResponse(BaseModel):
id: str
document: DocumentSpec
original_url: str
background_url: str
class Capabilities(BaseModel):
ocr_available: bool
lama_installed: bool
devices: list[str]
fonts: list[str]
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