parq_blockmodel.utils.pyvista_utils.df_to_pv_structured_grid

parq_blockmodel.utils.pyvista_utils.df_to_pv_structured_grid(df, block_size=None, validate_block_size=True)

Convert a DataFrame into a PyVista StructuredGrid.

This function is for the full grid dense block model.

The DataFrame should have a MultiIndex of coordinates (x, y, z) and data columns. The grid is created assuming uniform block sizes in the x, y, z directions. The grid points are calculated based on the centroids of the blocks, and the data is added to the cell data of the grid.

Parameters:

• df (DataFrame) – pd.DataFrame with a MultiIndex of coordinates (x, y, z) and data columns.

• block_size (Optional[tuple[float, float, float]]) – tuple of floats (dx, dy, dz), optional. Not used if geometry is provided.

• validate_block_size (bool) – bool, optional. Not needed if geometry is provided.

Returns:

A PyVista StructuredGrid object.

Return type:

pv.StructuredGrid