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from typing import Annotated, List, Literal, Union
from pydantic import BaseModel, Field
from inference.enterprise.workflows.entities.inputs import (
InferenceImage,
InferenceParameter,
)
from inference.enterprise.workflows.entities.outputs import JsonField
from inference.enterprise.workflows.entities.steps import (
AbsoluteStaticCrop,
ActiveLearningDataCollector,
ClassificationModel,
ClipComparison,
Condition,
Crop,
DetectionFilter,
DetectionOffset,
DetectionsConsensus,
InstanceSegmentationModel,
KeypointsDetectionModel,
MultiLabelClassificationModel,
ObjectDetectionModel,
OCRModel,
RelativeStaticCrop,
YoloWorld,
)
InputType = Annotated[
Union[InferenceImage, InferenceParameter], Field(discriminator="type")
]
StepType = Annotated[
Union[
ClassificationModel,
MultiLabelClassificationModel,
ObjectDetectionModel,
KeypointsDetectionModel,
InstanceSegmentationModel,
OCRModel,
Crop,
Condition,
DetectionFilter,
DetectionOffset,
ClipComparison,
RelativeStaticCrop,
AbsoluteStaticCrop,
DetectionsConsensus,
ActiveLearningDataCollector,
YoloWorld,
],
Field(discriminator="type"),
]
class WorkflowSpecificationV1(BaseModel):
version: Literal["1.0"]
inputs: List[InputType]
steps: List[StepType]
outputs: List[JsonField]
class WorkflowSpecification(BaseModel):
specification: (
WorkflowSpecificationV1 # in the future - union with discriminator can be used
)
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