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No data warning
I was trying to follow the Jupyter example and when I try to do it on MultiModalData and my own dataset I see the following:
Pipeline assessment warning: No data for primary node sparse_lagged. Continue. Pipeline assessment warning: No data for primary node ar. Continue. Pipeline assessment warning: No data for primary node ar. Continue. Pipeline assessment warning: No data for primary node sparse_lagged. Continue
Any advice how to format the dataset especially to trigger the ar node?
Hi!
Please provide the example of your code and data to reproduce this error. It looks like the MultiModalData is formatted improperly in your case.
HI!
MultiModalData configured as here
I used the following to trigger the composer:
mutation_types = [parameter_change_mutation, MutationTypesEnum.simple, MutationTypesEnum.reduce]
optimiser_parameters = GPGraphOptimiserParameters(mutation_types=mutation_types)
#%%
init_pipeline = get_two_branches_pipeline(lagged_param_1=96, lagged_param_2=4)
#%%
metric_function = MetricsRepository().metric_by_id(RegressionMetricsEnum.MAE)
builder = GPComposerBuilder(task=task). \
with_optimiser_parameters(optimiser_parameters). \
with_requirements(composer_requirements). \
with_metrics(metric_function).with_initial_pipeline(init_pipeline)
composer = builder.build()
obtained_pipeline = composer.compose_pipeline(data=train_dataset, is_visualise=False)