SaveForecastsPlotUnit
Draw the forecasts of every origin and write the figures beside the model.
RUNS_PATH/forecasts_plots_<artifact_prefix>.pickle, the artifacts
forecasts_artifacts builds from the forecasts BacktestForecasterUnit
publishes. The run's forecasts plot row points at it; the figures are
drawn from the forecasts, never from the model.
artifact_prefix is a runtime parameter, as in SaveModelUnit: no
unit publishes it.
Methods
execute(self, ctx: DashAI.back.units.context.ExecutionContext) -> None
SaveForecastsPlotUnitDo the unit's work, reading from and writing to the context.
Parameters
- ctx : ExecutionContext
- The shared execution context.
validate(self, ctx: DashAI.back.units.context.ExecutionContext) -> None
SaveForecastsPlotUnitCheck preconditions without executing the unit.
Parameters
- ctx : ExecutionContext
- The shared execution context.
get_credential(self, name: str)
ConfigObjectResolve a registered credential component by name.
Parameters
- name : str
- Credential component class name (e.g. "HuggingFaceCredential").
Returns
- BaseCredential
- An instance of the requested credential component.
get_schema(cls) -> dict
ConfigObjectGenerates the component related Json Schema.
Returns
- dict
- Dictionary representing the Json Schema of the component.
validate_and_transform(self, raw_data: dict) -> dict
ConfigObjectIt takes the data given by the user to initialize the model and returns it with all the objects that the model needs to work.
Parameters
- raw_data : dict
- A dictionary with the data provided by the user to initialize the model.
Returns
- dict
- A validated dictionary with the necessary objects.