{ "n_cells": 57861, "n_shards": 2, "shard_size": 50000, "last_shard_size": 7861, "successful_shards": 2, "failed_shards": 0, "processing_time_seconds": 359.4904742240906, "dataset_name": "10M_PBMC", "random_seed": 42, "cells_per_donor": { "Donor9": 25257, "Donor8": 19984, "Donor7": 12620, "Donor1": 0, "Donor2": 0, "Donor3": 0, "Donor4": 0, "Donor5": 0, "Donor6": 0, "Donor10": 0, "Donor11": 0, "Donor12": 0 }, "categorical_columns": [ "sample", "species", "bc1_well", "bc2_well", "bc3_well", "donor", "cytokine", "treatment", "cell_type" ], "categories_filtered": { "sample": 1092, "species": 1, "bc1_well": 96, "bc2_well": 192, "bc3_well": 192, "donor": 12, "cytokine": 91, "treatment": 2, "cell_type": 18 }, "note": "Categories are filtered to values present in the selected split indices from a single backed AnnData." }