Threads for individual workflow tasks
| Task ingest | ||||
|---|---|---|---|---|
| threads_high | threads_medium | threads_low | ||
| Creating h5mu from filtered data files | load_mudatas | run_repertoire_qc | ||
| Creating h5mu from bg data files | load_bg_mudatas | run_atac_qc | ||
| rna QC | downsample_bg_mudatas | plot_qc | ||
| prot QC | run_scrublet | 10X metrics plotting | ||
| prot QC | ||||
| Task preprocess | ||||
| threads_high | threads_medium | threads_low | ||
| assess background | filter_mudata | |||
| rna_preprocess | downsample | |||
| prot_preprocess | postfilterplot | |||
| atac_preprocess | ||||
| Task integration | ||||
| threads_high | threads_medium | threads_low | ||
| run_no_batch_correct_rna | Evaluation | run_lisi | ||
| run_bbknn_rna | plot_umaps | |||
| run_harmony_rna | run_scib_metrics | |||
| run_combat_rna | ||||
| run_scanorama_rna | ||||
| run_scvi_rna | ||||
| run_no_batch_correct_prot | ||||
| run_harmony_prot | ||||
| run_bbknn_prot | ||||
| run_combat_prot | ||||
| run_no_batch_correct_atac | ||||
| run_harmony_atac | ||||
| run_bbknn_atac | ||||
| run_totalvi | ||||
| run_multivi | ||||
| run_mofa | ||||
| run_wnn | ||||
| merge_integration | ||||
| Task clustering | ||||
| threads_high | threads_medium | threads_low | ||
| run_neighbors | run_clustering | plot_clustree | ||
| run_umap | collate_mdata | aggregate_clusters | ||
| find_markers | plot_cluster_umaps | |||
| plot_markers | ||||
| Task vis | ||||
| threads_high | threads_low | |||
| plot_custom_markers_per_group | plot_metrics | |||
| plot_custom_markers_umap | ||||
| plot_categorical_umaps | ||||
| write_obs | ||||
| plot_scatters | ||||
| Task refmap | ||||
| threads_high | ||||
| run_refmap_scvi | ||||
| run_scib_refmap | ||||
| Task preprocess spatial | ||||
| threads_high | threads_low | |||
| spatial_preprocess | filter_mudata | |||
| Task Spatial | ||||
| threads_high | threads_low | |||
| load_mudata | plotQC_spatial | |||