n_cells int64 | n_shards int64 | shard_size int64 | last_shard_size int64 | successful_shards int64 | failed_shards int64 | processing_time_seconds float64 | dataset_name string | random_seed int64 | cells_per_donor dict | categorical_columns list | categories_filtered dict | note string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,507,621 | 191 | 50,000 | 7,621 | 191 | 0 | 11,676.760032 | 10M_PBMC | 42 | {
"Donor1": 1267690,
"Donor5": 1066725,
"Donor12": 1054708,
"Donor6": 974030,
"Donor2": 931569,
"Donor3": 695158,
"Donor11": 613365,
"Donor7": 607416,
"Donor10": 580786,
"Donor8": 580737,
"Donor4": 578242,
"Donor9": 557195
} | [
"sample",
"species",
"bc1_well",
"bc2_well",
"bc3_well",
"donor",
"cytokine",
"treatment",
"cell_type"
] | {
"sample": 1092,
"species": 1,
"bc1_well": 96,
"bc2_well": 192,
"bc3_well": 192,
"donor": 12,
"cytokine": 91,
"treatment": 2,
"cell_type": 18
} | Categories are filtered to values present in the selected split indices from a single backed AnnData. |
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