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 |