feat: add missing primitive collections

- add missing primitive collections
- remove `Seed` and `LoRAField` (they don't exist)
This commit is contained in:
psychedelicious 2023-08-15 22:18:37 +10:00
parent fa884134d9
commit 2b7dd3e236
8 changed files with 377 additions and 137 deletions

View File

@ -70,19 +70,3 @@ class RandomRangeInvocation(BaseInvocation):
def invoke(self, context: InvocationContext) -> IntegerCollectionOutput:
rng = np.random.default_rng(self.seed)
return IntegerCollectionOutput(collection=list(rng.integers(low=self.low, high=self.high, size=self.size)))
@title("Image Collection")
@tags("image", "collection")
class ImageCollectionInvocation(BaseInvocation):
"""Load a collection of images and provide it as output."""
type: Literal["image_collection"] = "image_collection"
# Inputs
images: list[ImageField] = InputField(
default=[], description="The image collection to load", ui_type=UIType.ImageCollection
)
def invoke(self, context: InvocationContext) -> ImageCollectionOutput:
return ImageCollectionOutput(collection=self.images)

View File

@ -1,6 +1,7 @@
# Copyright (c) 2023 Kyle Schouviller (https://github.com/kyle0654)
from typing import Literal, Optional, Tuple
from typing import Literal, Optional, Tuple, Union
from anyio import Condition
from pydantic import BaseModel, Field
import torch
@ -47,8 +48,8 @@ class BooleanCollectionOutput(BaseInvocationOutput):
)
@title("Boolean Primitive")
@tags("boolean")
@title("Boolean")
@tags("primitives", "boolean")
class BooleanInvocation(BaseInvocation):
"""A boolean primitive value"""
@ -61,6 +62,22 @@ class BooleanInvocation(BaseInvocation):
return BooleanOutput(a=self.a)
@title("Boolean Collection")
@tags("primitives", "boolean", "collection")
class BooleanCollectionInvocation(BaseInvocation):
"""A collection of boolean primitive values"""
type: Literal["boolean_collection"] = "boolean_collection"
# Inputs
collection: list[bool] = InputField(
default=False, description="The collection of boolean values", ui_type=UIType.BooleanCollection
)
def invoke(self, context: InvocationContext) -> BooleanCollectionOutput:
return BooleanCollectionOutput(collection=self.collection)
# endregion
# region Integer
@ -84,8 +101,8 @@ class IntegerCollectionOutput(BaseInvocationOutput):
)
@title("Integer Primitive")
@tags("integer")
@title("Integer")
@tags("primitives", "integer")
class IntegerInvocation(BaseInvocation):
"""An integer primitive value"""
@ -98,6 +115,22 @@ class IntegerInvocation(BaseInvocation):
return IntegerOutput(a=self.a)
@title("Integer Collection")
@tags("primitives", "integer", "collection")
class IntegerCollectionInvocation(BaseInvocation):
"""A collection of integer primitive values"""
type: Literal["integer_collection"] = "integer_collection"
# Inputs
collection: list[int] = InputField(
default=0, description="The collection of integer values", ui_type=UIType.IntegerCollection
)
def invoke(self, context: InvocationContext) -> IntegerCollectionOutput:
return IntegerCollectionOutput(collection=self.collection)
# endregion
# region Float
@ -121,8 +154,8 @@ class FloatCollectionOutput(BaseInvocationOutput):
)
@title("Float Primitive")
@tags("float")
@title("Float")
@tags("primitives", "float")
class FloatInvocation(BaseInvocation):
"""A float primitive value"""
@ -135,6 +168,22 @@ class FloatInvocation(BaseInvocation):
return FloatOutput(a=self.param)
@title("Float Collection")
@tags("primitives", "float", "collection")
class FloatCollectionInvocation(BaseInvocation):
"""A collection of float primitive values"""
type: Literal["float_collection"] = "float_collection"
# Inputs
collection: list[float] = InputField(
default=0, description="The collection of float values", ui_type=UIType.FloatCollection
)
def invoke(self, context: InvocationContext) -> FloatCollectionOutput:
return FloatCollectionOutput(collection=self.collection)
# endregion
# region String
@ -158,8 +207,8 @@ class StringCollectionOutput(BaseInvocationOutput):
)
@title("String Primitive")
@tags("string")
@title("String")
@tags("primitives", "string")
class StringInvocation(BaseInvocation):
"""A string primitive value"""
@ -172,6 +221,22 @@ class StringInvocation(BaseInvocation):
return StringOutput(text=self.text)
@title("String Collection")
@tags("primitives", "string", "collection")
class StringCollectionInvocation(BaseInvocation):
"""A collection of string primitive values"""
type: Literal["string_collection"] = "string_collection"
# Inputs
collection: list[str] = InputField(
default=0, description="The collection of string values", ui_type=UIType.StringCollection
)
def invoke(self, context: InvocationContext) -> StringCollectionOutput:
return StringCollectionOutput(collection=self.collection)
# endregion
# region Image
@ -204,7 +269,7 @@ class ImageCollectionOutput(BaseInvocationOutput):
@title("Image Primitive")
@tags("image")
@tags("primitives", "image")
class ImageInvocation(BaseInvocation):
"""An image primitive value"""
@ -224,6 +289,22 @@ class ImageInvocation(BaseInvocation):
)
@title("Image Collection")
@tags("primitives", "image", "collection")
class ImageCollectionInvocation(BaseInvocation):
"""A collection of image primitive values"""
type: Literal["image_collection"] = "image_collection"
# Inputs
collection: list[ImageField] = InputField(
default=0, description="The collection of image values", ui_type=UIType.ImageCollection
)
def invoke(self, context: InvocationContext) -> ImageCollectionOutput:
return ImageCollectionOutput(collection=self.collection)
# endregion
# region Latents
@ -253,7 +334,7 @@ class LatentsCollectionOutput(BaseInvocationOutput):
type: Literal["latents_collection_output"] = "latents_collection_output"
latents: list[LatentsField] = OutputField(
collection: list[LatentsField] = OutputField(
default_factory=list,
description=FieldDescriptions.latents,
ui_type=UIType.LatentsCollection,
@ -261,7 +342,7 @@ class LatentsCollectionOutput(BaseInvocationOutput):
@title("Latents Primitive")
@tags("latents")
@tags("primitives", "latents")
class LatentsInvocation(BaseInvocation):
"""A latents tensor primitive value"""
@ -276,6 +357,22 @@ class LatentsInvocation(BaseInvocation):
return build_latents_output(self.latents.latents_name, latents)
@title("Latents Collection")
@tags("primitives", "latents", "collection")
class LatentsCollectionInvocation(BaseInvocation):
"""A collection of latents tensor primitive values"""
type: Literal["latents_collection"] = "latents_collection"
# Inputs
collection: list[LatentsField] = InputField(
default=0, description="The collection of latents tensors", ui_type=UIType.LatentsCollection
)
def invoke(self, context: InvocationContext) -> LatentsCollectionOutput:
return LatentsCollectionOutput(collection=self.collection)
def build_latents_output(latents_name: str, latents: torch.Tensor, seed: Optional[int] = None):
return LatentsOutput(
latents=LatentsField(latents_name=latents_name, seed=seed),
@ -320,7 +417,7 @@ class ColorCollectionOutput(BaseInvocationOutput):
@title("Color Primitive")
@tags("color")
@tags("primitives", "color")
class ColorInvocation(BaseInvocation):
"""A color primitive value"""
@ -339,7 +436,7 @@ class ColorInvocation(BaseInvocation):
class ConditioningField(BaseModel):
"""A conditioning tensor primitive field"""
"""A conditioning tensor primitive value"""
conditioning_name: str = Field(description="The name of conditioning tensor")
@ -366,7 +463,7 @@ class ConditioningCollectionOutput(BaseInvocationOutput):
@title("Conditioning Primitive")
@tags("conditioning")
@tags("primitives", "conditioning")
class ConditioningInvocation(BaseInvocation):
"""A conditioning tensor primitive value"""
@ -378,4 +475,20 @@ class ConditioningInvocation(BaseInvocation):
return ConditioningOutput(conditioning=self.conditioning)
@title("Conditioning Collection")
@tags("primitives", "conditioning", "collection")
class ConditioningCollectionInvocation(BaseInvocation):
"""A collection of conditioning tensor primitive values"""
type: Literal["conditioning_collection"] = "conditioning_collection"
# Inputs
collection: list[ConditioningField] = InputField(
default=0, description="The collection of conditioning tensors", ui_type=UIType.ConditioningCollection
)
def invoke(self, context: InvocationContext) -> ConditioningCollectionOutput:
return ConditioningCollectionOutput(collection=self.collection)
# endregion

View File

@ -64,8 +64,7 @@ const InputFieldRenderer = (props: InputFieldProps) => {
if (
(type === 'integer' && fieldTemplate.type === 'integer') ||
(type === 'float' && fieldTemplate.type === 'float') ||
(type === 'Seed' && fieldTemplate.type === 'Seed')
(type === 'float' && fieldTemplate.type === 'float')
) {
return (
<NumberInputField

View File

@ -13,16 +13,14 @@ import {
FloatInputFieldValue,
IntegerInputFieldTemplate,
IntegerInputFieldValue,
SeedInputFieldTemplate,
SeedInputFieldValue,
} from 'features/nodes/types/types';
import { memo, useEffect, useMemo, useState } from 'react';
import { FieldComponentProps } from './types';
const NumberInputFieldComponent = (
props: FieldComponentProps<
IntegerInputFieldValue | FloatInputFieldValue | SeedInputFieldValue,
IntegerInputFieldTemplate | FloatInputFieldTemplate | SeedInputFieldTemplate
IntegerInputFieldValue | FloatInputFieldValue,
IntegerInputFieldTemplate | FloatInputFieldTemplate
>
) => {
const { nodeData, field, fieldTemplate } = props;
@ -32,7 +30,7 @@ const NumberInputFieldComponent = (
String(field.value)
);
const isIntegerField = useMemo(
() => fieldTemplate.type === 'integer' || fieldTemplate.type === 'Seed',
() => fieldTemplate.type === 'integer',
[fieldTemplate.type]
);

View File

@ -44,6 +44,11 @@ export const FIELDS: Record<FieldType, FieldUIConfig> = {
description: 'Enums are values that may be one of a number of options.',
color: 'blue.500',
},
array: {
title: 'Array',
description: 'Enums are values that may be one of a number of options.',
color: 'base.500',
},
ImageField: {
title: 'Image',
description: 'Images may be passed between nodes.',
@ -54,11 +59,21 @@ export const FIELDS: Record<FieldType, FieldUIConfig> = {
description: 'Latents may be passed between nodes.',
color: 'pink.500',
},
LatentsCollection: {
title: 'Latents Collection',
description: 'Latents may be passed between nodes.',
color: 'pink.500',
},
ConditioningField: {
color: 'cyan.500',
title: 'Conditioning',
description: 'Conditioning may be passed between nodes.',
},
ConditioningCollection: {
color: 'cyan.500',
title: 'Conditioning Collection',
description: 'Conditioning may be passed between nodes.',
},
ImageCollection: {
title: 'Image Collection',
description: 'A collection of images.',
@ -139,16 +154,16 @@ export const FIELDS: Record<FieldType, FieldUIConfig> = {
title: 'Float Collection',
description: 'A collection of floats.',
},
ColorCollection: {
color: 'base.500',
title: 'Color Collection',
description: 'A collection of colors.',
},
FilePath: {
color: 'base.500',
title: 'File Path',
description: 'A path to a file.',
},
LoRAField: {
color: 'base.500',
title: 'LoRA',
description: 'LoRA field.',
},
ONNXModelField: {
color: 'base.500',
title: 'ONNX Model',
@ -159,11 +174,6 @@ export const FIELDS: Record<FieldType, FieldUIConfig> = {
title: 'SDXL Model',
description: 'SDXL model field.',
},
Seed: {
color: 'green.500',
title: 'Seed',
description: 'A seed for random number generation.',
},
StringCollection: {
color: 'yellow.500',
title: 'String Collection',

View File

@ -56,15 +56,28 @@ export type FieldUIConfig = {
// TODO: Get this from the OpenAPI schema? may be tricky...
export const zFieldType = z.enum([
// region Primitives
'integer',
'float',
'boolean',
'string',
'enum',
'array',
'ImageField',
'LatentsField',
'ConditioningField',
'ControlField',
'ColorField',
'ImageCollection',
'ConditioningCollection',
'ColorCollection',
'LatentsCollection',
'IntegerCollection',
'FloatCollection',
'StringCollection',
'BooleanCollection',
// endregion
// region Models
'MainModelField',
'SDXLMainModelField',
'SDXLRefinerModelField',
@ -74,18 +87,18 @@ export const zFieldType = z.enum([
'ControlNetModelField',
'UNetField',
'VaeField',
'LoRAField',
'ClipField',
'ColorField',
'ImageCollection',
'IntegerCollection',
'FloatCollection',
'StringCollection',
'BooleanCollection',
'Seed',
'FilePath',
// endregion
// region Iterate/Collect
'Collection',
'CollectionItem',
// endregion
// region Misc
'FilePath',
'enum',
// endregion
]);
export type FieldType = z.infer<typeof zFieldType>;
@ -134,7 +147,6 @@ export type InputFieldValue =
*/
export type InputFieldTemplate =
| IntegerInputFieldTemplate
| SeedInputFieldTemplate
| FloatInputFieldTemplate
| StringInputFieldTemplate
| BooleanInputFieldTemplate
@ -329,16 +341,6 @@ export type IntegerInputFieldTemplate = InputFieldTemplateBase & {
exclusiveMinimum?: boolean;
};
export type SeedInputFieldTemplate = InputFieldTemplateBase & {
type: 'Seed';
default: number;
multipleOf?: number;
maximum?: number;
exclusiveMaximum?: boolean;
minimum?: number;
exclusiveMinimum?: boolean;
};
export type FloatInputFieldTemplate = InputFieldTemplateBase & {
type: 'float';
default: number;

View File

@ -25,9 +25,8 @@ import {
LoRAModelInputFieldTemplate,
MainModelInputFieldTemplate,
OutputFieldTemplate,
SDXLRefinerModelInputFieldTemplate,
SDXLMainModelInputFieldTemplate,
SeedInputFieldTemplate,
SDXLRefinerModelInputFieldTemplate,
StringInputFieldTemplate,
UNetInputFieldTemplate,
VaeInputFieldTemplate,
@ -94,39 +93,6 @@ const buildIntegerInputFieldTemplate = ({
return template;
};
const buildSeedInputFieldTemplate = ({
schemaObject,
baseField,
}: BuildInputFieldArg): SeedInputFieldTemplate => {
const template: SeedInputFieldTemplate = {
...baseField,
type: 'Seed',
default: schemaObject.default ?? 0,
};
if (schemaObject.multipleOf !== undefined) {
template.multipleOf = schemaObject.multipleOf;
}
if (schemaObject.maximum !== undefined) {
template.maximum = schemaObject.maximum;
}
if (schemaObject.exclusiveMaximum !== undefined) {
template.exclusiveMaximum = schemaObject.exclusiveMaximum;
}
if (schemaObject.minimum !== undefined) {
template.minimum = schemaObject.minimum;
}
if (schemaObject.exclusiveMinimum !== undefined) {
template.exclusiveMinimum = schemaObject.exclusiveMinimum;
}
return template;
};
const buildFloatInputFieldTemplate = ({
schemaObject,
baseField,
@ -622,12 +588,6 @@ export const buildInputFieldTemplate = (
baseField,
});
}
if (fieldType === 'Seed') {
return buildSeedInputFieldTemplate({
schemaObject: fieldSchema,
baseField,
});
}
if (fieldType === 'Collection') {
return buildCollectionInputFieldTemplate({
schemaObject: fieldSchema,

View File

@ -548,6 +548,35 @@ export type components = {
*/
file: Blob;
};
/**
* Boolean Collection
* @description A collection of boolean primitive values
*/
BooleanCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default boolean_collection
* @enum {string}
*/
type: "boolean_collection";
/**
* Collection
* @description The collection of boolean values
* @default false
*/
collection?: (boolean)[];
};
/**
* BooleanCollectionOutput
* @description Base class for nodes that output a collection of booleans
@ -566,7 +595,7 @@ export type components = {
collection?: (boolean)[];
};
/**
* Boolean Primitive
* Boolean
* @description A boolean primitive value
*/
BooleanInvocation: {
@ -948,6 +977,35 @@ export type components = {
*/
clip?: components["schemas"]["ClipField"];
};
/**
* Conditioning Collection
* @description A collection of conditioning tensor primitive values
*/
ConditioningCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default conditioning_collection
* @enum {string}
*/
type: "conditioning_collection";
/**
* Collection
* @description The collection of conditioning tensors
* @default 0
*/
collection?: (components["schemas"]["ConditioningField"])[];
};
/**
* ConditioningCollectionOutput
* @description Base class for nodes that output a collection of conditioning tensors
@ -967,7 +1025,7 @@ export type components = {
};
/**
* ConditioningField
* @description A conditioning tensor primitive field
* @description A conditioning tensor primitive value
*/
ConditioningField: {
/**
@ -1687,6 +1745,35 @@ export type components = {
*/
field: string;
};
/**
* Float Collection
* @description A collection of float primitive values
*/
FloatCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default float_collection
* @enum {string}
*/
type: "float_collection";
/**
* Collection
* @description The collection of float values
* @default 0
*/
collection?: (number)[];
};
/**
* FloatCollectionOutput
* @description Base class for nodes that output a collection of floats
@ -1705,7 +1792,7 @@ export type components = {
collection?: (number)[];
};
/**
* Float Primitive
* Float
* @description A float primitive value
*/
FloatInvocation: {
@ -1803,7 +1890,7 @@ export type components = {
* @description The nodes in this graph
*/
nodes?: {
[key: string]: (components["schemas"]["BooleanInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"]) | undefined;
[key: string]: (components["schemas"]["BooleanInvocation"] | components["schemas"]["BooleanCollectionInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["IntegerCollectionInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["FloatCollectionInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["StringCollectionInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["LatentsCollectionInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ConditioningCollectionInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"]) | undefined;
};
/**
* Edges
@ -2051,7 +2138,7 @@ export type components = {
};
/**
* Image Collection
* @description Load a collection of images and provide it as output.
* @description A collection of image primitive values
*/
ImageCollectionInvocation: {
/**
@ -2072,11 +2159,11 @@ export type components = {
*/
type: "image_collection";
/**
* Images
* @description The image collection to load
* @default []
* Collection
* @description The collection of image values
* @default 0
*/
images?: (components["schemas"]["ImageField"])[];
collection?: (components["schemas"]["ImageField"])[];
};
/**
* ImageCollectionOutput
@ -2982,6 +3069,35 @@ export type components = {
*/
seed?: number;
};
/**
* Integer Collection
* @description A collection of integer primitive values
*/
IntegerCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default integer_collection
* @enum {string}
*/
type: "integer_collection";
/**
* Collection
* @description The collection of integer values
* @default 0
*/
collection?: (number)[];
};
/**
* IntegerCollectionOutput
* @description Base class for nodes that output a collection of integers
@ -3000,7 +3116,7 @@ export type components = {
collection?: (number)[];
};
/**
* Integer Primitive
* Integer
* @description An integer primitive value
*/
IntegerInvocation: {
@ -3096,6 +3212,35 @@ export type components = {
*/
item?: unknown;
};
/**
* Latents Collection
* @description A collection of latents tensor primitive values
*/
LatentsCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default latents_collection
* @enum {string}
*/
type: "latents_collection";
/**
* Collection
* @description The collection of latents tensors
* @default 0
*/
collection?: (components["schemas"]["LatentsField"])[];
};
/**
* LatentsCollectionOutput
* @description Base class for nodes that output a collection of latents tensors
@ -3108,10 +3253,10 @@ export type components = {
*/
type?: "latents_collection_output";
/**
* Latents
* Collection
* @description Latents tensor
*/
latents?: (components["schemas"]["LatentsField"])[];
collection?: (components["schemas"]["LatentsField"])[];
};
/**
* LatentsField
@ -5597,6 +5742,35 @@ export type components = {
*/
show_easing_plot?: boolean;
};
/**
* String Collection
* @description A collection of string primitive values
*/
StringCollectionInvocation: {
/**
* Id
* @description The id of this node. Must be unique among all nodes.
*/
id: string;
/**
* Is Intermediate
* @description Whether or not this node is an intermediate node.
* @default false
*/
is_intermediate?: boolean;
/**
* Type
* @default string_collection
* @enum {string}
*/
type: "string_collection";
/**
* Collection
* @description The collection of string values
* @default 0
*/
collection?: (string)[];
};
/**
* StringCollectionOutput
* @description Base class for nodes that output a collection of strings
@ -5615,7 +5789,7 @@ export type components = {
collection?: (string)[];
};
/**
* String Primitive
* String
* @description A string primitive value
*/
StringInvocation: {
@ -5976,18 +6150,6 @@ export type components = {
ui_hidden: boolean;
ui_type?: components["schemas"]["UIType"];
};
/**
* StableDiffusion2ModelFormat
* @description An enumeration.
* @enum {string}
*/
StableDiffusion2ModelFormat: "checkpoint" | "diffusers";
/**
* StableDiffusionOnnxModelFormat
* @description An enumeration.
* @enum {string}
*/
StableDiffusionOnnxModelFormat: "olive" | "onnx";
/**
* StableDiffusionXLModelFormat
* @description An enumeration.
@ -6006,6 +6168,18 @@ export type components = {
* @enum {string}
*/
ControlNetModelFormat: "checkpoint" | "diffusers";
/**
* StableDiffusion2ModelFormat
* @description An enumeration.
* @enum {string}
*/
StableDiffusion2ModelFormat: "checkpoint" | "diffusers";
/**
* StableDiffusionOnnxModelFormat
* @description An enumeration.
* @enum {string}
*/
StableDiffusionOnnxModelFormat: "olive" | "onnx";
};
responses: never;
parameters: never;
@ -6116,7 +6290,7 @@ export type operations = {
};
requestBody: {
content: {
"application/json": components["schemas"]["BooleanInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"];
"application/json": components["schemas"]["BooleanInvocation"] | components["schemas"]["BooleanCollectionInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["IntegerCollectionInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["FloatCollectionInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["StringCollectionInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["LatentsCollectionInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ConditioningCollectionInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"];
};
};
responses: {
@ -6153,7 +6327,7 @@ export type operations = {
};
requestBody: {
content: {
"application/json": components["schemas"]["BooleanInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"];
"application/json": components["schemas"]["BooleanInvocation"] | components["schemas"]["BooleanCollectionInvocation"] | components["schemas"]["IntegerInvocation"] | components["schemas"]["IntegerCollectionInvocation"] | components["schemas"]["FloatInvocation"] | components["schemas"]["FloatCollectionInvocation"] | components["schemas"]["StringInvocation"] | components["schemas"]["StringCollectionInvocation"] | components["schemas"]["ImageInvocation"] | components["schemas"]["ImageCollectionInvocation"] | components["schemas"]["LatentsInvocation"] | components["schemas"]["LatentsCollectionInvocation"] | components["schemas"]["ColorInvocation"] | components["schemas"]["ConditioningInvocation"] | components["schemas"]["ConditioningCollectionInvocation"] | components["schemas"]["ControlNetInvocation"] | components["schemas"]["ImageProcessorInvocation"] | components["schemas"]["MainModelLoaderInvocation"] | components["schemas"]["LoraLoaderInvocation"] | components["schemas"]["SDXLLoraLoaderInvocation"] | components["schemas"]["VaeLoaderInvocation"] | components["schemas"]["MetadataAccumulatorInvocation"] | components["schemas"]["SDXLModelLoaderInvocation"] | components["schemas"]["SDXLRefinerModelLoaderInvocation"] | components["schemas"]["CompelInvocation"] | components["schemas"]["SDXLCompelPromptInvocation"] | components["schemas"]["SDXLRefinerCompelPromptInvocation"] | components["schemas"]["ClipSkipInvocation"] | components["schemas"]["DenoiseLatentsInvocation"] | components["schemas"]["LatentsToImageInvocation"] | components["schemas"]["ResizeLatentsInvocation"] | components["schemas"]["ScaleLatentsInvocation"] | components["schemas"]["ImageToLatentsInvocation"] | components["schemas"]["ONNXPromptInvocation"] | components["schemas"]["ONNXTextToLatentsInvocation"] | components["schemas"]["ONNXLatentsToImageInvocation"] | components["schemas"]["OnnxModelLoaderInvocation"] | components["schemas"]["ShowImageInvocation"] | components["schemas"]["ImageCropInvocation"] | components["schemas"]["ImagePasteInvocation"] | components["schemas"]["MaskFromAlphaInvocation"] | components["schemas"]["ImageMultiplyInvocation"] | components["schemas"]["ImageChannelInvocation"] | components["schemas"]["ImageConvertInvocation"] | components["schemas"]["ImageBlurInvocation"] | components["schemas"]["ImageResizeInvocation"] | components["schemas"]["ImageScaleInvocation"] | components["schemas"]["ImageLerpInvocation"] | components["schemas"]["ImageInverseLerpInvocation"] | components["schemas"]["ImageNSFWBlurInvocation"] | components["schemas"]["ImageWatermarkInvocation"] | components["schemas"]["MaskEdgeInvocation"] | components["schemas"]["MaskCombineInvocation"] | components["schemas"]["ColorCorrectInvocation"] | components["schemas"]["ImageHueAdjustmentInvocation"] | components["schemas"]["ImageLuminosityAdjustmentInvocation"] | components["schemas"]["ImageSaturationAdjustmentInvocation"] | components["schemas"]["DynamicPromptInvocation"] | components["schemas"]["PromptsFromFileInvocation"] | components["schemas"]["CvInpaintInvocation"] | components["schemas"]["FloatLinearRangeInvocation"] | components["schemas"]["StepParamEasingInvocation"] | components["schemas"]["AddInvocation"] | components["schemas"]["SubtractInvocation"] | components["schemas"]["MultiplyInvocation"] | components["schemas"]["DivideInvocation"] | components["schemas"]["RandomIntInvocation"] | components["schemas"]["NoiseInvocation"] | components["schemas"]["RangeInvocation"] | components["schemas"]["RangeOfSizeInvocation"] | components["schemas"]["RandomRangeInvocation"] | components["schemas"]["ESRGANInvocation"] | components["schemas"]["InfillColorInvocation"] | components["schemas"]["InfillTileInvocation"] | components["schemas"]["InfillPatchMatchInvocation"] | components["schemas"]["GraphInvocation"] | components["schemas"]["IterateInvocation"] | components["schemas"]["CollectInvocation"] | components["schemas"]["CannyImageProcessorInvocation"] | components["schemas"]["HedImageProcessorInvocation"] | components["schemas"]["LineartImageProcessorInvocation"] | components["schemas"]["LineartAnimeImageProcessorInvocation"] | components["schemas"]["OpenposeImageProcessorInvocation"] | components["schemas"]["MidasDepthImageProcessorInvocation"] | components["schemas"]["NormalbaeImageProcessorInvocation"] | components["schemas"]["MlsdImageProcessorInvocation"] | components["schemas"]["PidiImageProcessorInvocation"] | components["schemas"]["ContentShuffleImageProcessorInvocation"] | components["schemas"]["ZoeDepthImageProcessorInvocation"] | components["schemas"]["MediapipeFaceProcessorInvocation"] | components["schemas"]["LeresImageProcessorInvocation"] | components["schemas"]["TileResamplerProcessorInvocation"] | components["schemas"]["SegmentAnythingProcessorInvocation"];
};
};
responses: {