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Pipeline Config

The following Pydantic schema shows the format of a pipeline configuration file. Expand the following source code blocks to view the keys at each level.

aineko.models.config_schema.Config

Bases: BaseModel

Config model.

Source code in aineko/models/config_schema.py 
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class Config(BaseModel):
    """Config model."""

    class Pipeline(BaseModel):
        """Pipeline model."""

        class Dataset(BaseModel):
            """Dataset model."""

            type: str
            params: Optional[dict] = None

        class Node(BaseModel):
            """Node model."""

            class_name: str = Field(..., alias="class")
            node_params: Optional[dict] = None
            node_settings: Optional[dict] = None
            inputs: Optional[list] = None
            outputs: Optional[list] = None

        name: str
        default_node_settings: Optional[dict]
        nodes: dict[str, Node]
        datasets: dict[str, Dataset]

    pipeline: Pipeline

Pipeline

Bases: BaseModel

Pipeline model.

Source code in aineko/models/config_schema.py 
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class Pipeline(BaseModel):
    """Pipeline model."""

    class Dataset(BaseModel):
        """Dataset model."""

        type: str
        params: Optional[dict] = None

    class Node(BaseModel):
        """Node model."""

        class_name: str = Field(..., alias="class")
        node_params: Optional[dict] = None
        node_settings: Optional[dict] = None
        inputs: Optional[list] = None
        outputs: Optional[list] = None

    name: str
    default_node_settings: Optional[dict]
    nodes: dict[str, Node]
    datasets: dict[str, Dataset]

Dataset

Bases: BaseModel

Dataset model.

Source code in aineko/models/config_schema.py 
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class Dataset(BaseModel):
    """Dataset model."""

    type: str
    params: Optional[dict] = None

Node

Bases: BaseModel

Node model.

Source code in aineko/models/config_schema.py 
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class Node(BaseModel):
    """Node model."""

    class_name: str = Field(..., alias="class")
    node_params: Optional[dict] = None
    node_settings: Optional[dict] = None
    inputs: Optional[list] = None
    outputs: Optional[list] = None