Manifest Checks: Semantic Models

Note

The below checks require manifest.json to be present.

Classes:

Name	Description
CheckSemanticModelOnNonPublicModels	Semantic models should be based on public models only.

CheckSemanticModelOnNonPublicModels

Semantic models should be based on public models only.

Receives at execution time:

Name	Type	Description
models	List[DbtBouncerModelBase]	List of DbtBouncerModelBase objects parsed from manifest.json.
semantic_model	DbtBouncerSemanticModelBase	The DbtBouncerSemanticModelBase object to check.

Other Parameters (passed via config file):

Name	Type	Description
exclude	Optional[str]	Regex pattern to match the semantic model path (i.e the .yml file where the semantic model is configured). Semantic model paths that match the pattern will not be checked.
include	Optional[str]	Regex pattern to match the semantic model path (i.e the .yml file where the semantic model is configured). Only semantic model paths that match the pattern will be checked.
severity	Optional[Literal['error', 'warn']]	Severity level of the check. Default: error.

Example(s):

manifest_checks:
    - name: check_semantic_model_based_on_non_public_models

Source code in src/dbt_bouncer/checks/manifest/check_semantic_models.py

class CheckSemanticModelOnNonPublicModels(BaseCheck):
    """Semantic models should be based on public models only.

    Receives:
        models (List[DbtBouncerModelBase]): List of DbtBouncerModelBase objects parsed from `manifest.json`.
        semantic_model (DbtBouncerSemanticModelBase): The DbtBouncerSemanticModelBase object to check.

    Other Parameters:
        exclude (Optional[str]): Regex pattern to match the semantic model path (i.e the .yml file where the semantic model is configured). Semantic model paths that match the pattern will not be checked.
        include (Optional[str]): Regex pattern to match the semantic model path (i.e the .yml file where the semantic model is configured). Only semantic model paths that match the pattern will be checked.
        severity (Optional[Literal["error", "warn"]]): Severity level of the check. Default: `error`.

    Example(s):
        ```yaml
        manifest_checks:
            - name: check_semantic_model_based_on_non_public_models
        ```

    """

    models: List["DbtBouncerModelBase"] = Field(default=[])
    name: Literal["check_semantic_model_based_on_non_public_models"]
    semantic_model: "DbtBouncerSemanticModelBase" = Field(default=None)

    def execute(self) -> None:
        """Execute the check."""
        non_public_upstream_dependencies = []
        for model in self.semantic_model.depends_on.nodes:
            if (
                model.split(".")[0] == "model"
                and model.split(".")[1] == self.semantic_model.package_name
            ):
                model = next(m for m in self.models if m.unique_id == model)
                if model.access.value != "public":
                    non_public_upstream_dependencies.append(model.name)

        assert not non_public_upstream_dependencies, f"Semantic model `{self.semantic_model.name}` is based on a model(s) that is not public: {non_public_upstream_dependencies}."