netmap.utils.data_utilsΒΆ

I/O utilities for AnnData objects and Parquet-backed GRN edge data.

retrieve_top_edges() and retrieve_edges_by_index() load specific attribution columns from the Parquet shards written by inferrence() into grn_adata.X.

Functions

attribution_to_anndata

Transform an attribution data frame into an AnnData object.

create_output_directory

Create the output directory defined in result_params.

merge_all_to_obs

Copies all variables from source_adata into target_adata.obs for convenient Scanpy plotting.

remove_Ucell_columns

Removes all UCell columns from grn_adata.obs.

remove_regulon_columns

Removes all regulon columns from grn_adata.obs.

retrieve_edges_by_index

Load specific edges by integer index from Parquet shards.

retrieve_top_edges

Load the top-percentage edges by attribution sum from Parquet shards.

save_anndata

Save an AnnData object to disk.