optimizer_xarray_builder

pymc_marketing.mmm.budget_optimizer.optimizer_xarray_builder(value, **kwargs)

Create an xarray.DataArray with flexible dimensions and coordinates.

Parameters:

- value (array-like): The data values for the DataArray. Shape must match the dimensions implied by the kwargs.

- **kwargs: Key-value pairs representing dimension names and their corresponding coordinates.

Returns:

• xarray.DataArray: The resulting DataArray with the specified dimensions and values.

Raises:

• ValueError: If the shape of value doesn’t match the lengths of the specified coordinates.