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library(Seurat)
library(ggplot2)
library(sctransform)
library(glmGamPoi)
#install if warning of useNames = NA is defunct. Instead, specify either useNames = TRUE or useNames = FALSE

remotes::install_version("matrixStats", version="1.1.0")

if(.Platform$OS.type == "unix") {plat <- "~"
} else {
plat <- "D:"
}
wddir <- (paste0(plat, "/Box/Active_Work/Projects/Xiao-Nan Li/scRNAseq/"))

files <- list.files()

sample_name <- c(files[1], files[2], files[3], files[4], files[5], files[6], files[7])

data.list <- list ()
seurat.list <- list ()

for (i in 1: length(sample_name)) {
  
data.list[i]<- Read10X(data.dir = paste0(wddir, "/", sample_name[i], "/filtered_feature_bc_matrix/"))
names(data.list)[i] <- sample_name[i]
seurat.list[i] <- CreateSeuratObject(counts = data.list[[i]], project = "XNL_GBM", min.cells =3, min.features = 200)
names(seurat.list)[i] <- sample_name[i]

# store mitochondrial percentage in object meta data
seurat.list[[i]] <- PercentageFeatureSet(seurat.list[[i]], pattern = "^MT-", col.name = "percent.mt")

# run sctransform
seurat.list[[i]] <- SCTransform(seurat.list[[i]], vars.to.regress = "percent.mt", verbose = FALSE)

seurat.list[[i]] <- RunPCA(seurat.list[[i]], verbose = FALSE)
seurat.list[[i]] <- RunUMAP(seurat.list[[i]], dims = 1:30, verbose = FALSE)

seurat.list[[i]] <- FindNeighbors(seurat.list[[i]], dims = 1:30, verbose = FALSE)
seurat.list[[i]] <- FindClusters(seurat.list[[i]], verbose = FALSE)
}
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Warning: implicit list embedding of S4 objects is deprecatedWarning: implicit list embedding of S4 objects is deprecatedFound more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
Found more than one class "dist" in cache; using the first, from namespace 'spam'
Also defined by ‘BiocGenerics’
for (i in 1: length(sample_name)) {
  dim_plot <- DimPlot(seurat.list[[i]], label = TRUE) + NoLegend() + labs(title= sample_name[i])
  print(dim_plot)
}

#QC plots
for (i in 1: length(sample_name)) {
  print(VlnPlot(seurat.list[[i]], features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3))
}

#SingleR cell type determination

library(SingleR)
library(celldex)

hpca.se <- HumanPrimaryCellAtlasData()
snapshotDate(): 2023-10-24
see ?celldex and browseVignettes('celldex') for documentation
loading from cache
see ?celldex and browseVignettes('celldex') for documentation
loading from cache
for (i in 1: length(sample_name)) {
  rawData<-GetAssayData(seurat.list[[i]], assay="SCT", slot = "counts")

pred.celltype <- SingleR(test = rawData, ref = hpca.se, assay.type.test=1,
labels = hpca.se$label.main)

seurat.list[[i]]$SingleR.pruned.calls<-pred.celltype$pruned.labels
}

for (i in 1: length(sample_name)) {
  pred.table <-table(seurat.list[[i]]$SingleR.pruned.calls, Idents(seurat.list[[i]]))

pred.table <- pred.table[,order(as.numeric(colnames(pred.table)))]

print(names(seurat.list)[i])
      print(pred.table)
      cat("\n")
}
[1] "2691-GBM"
                      
                          0    1    2    3    4    5    6    7    8    9   10   11   12   13
  Astrocyte             832  823 1375  889  426  632  294  348  441  323   60   36   61    1
  Chondrocytes           16    6    0    0    2    0    0    1    0    2    1    1    0   11
  DC                      0    0    0    0    0    0    0    0    0    0    0    1    0    0
  Embryonic_stem_cells   31   17    0    0    3    1    5    5    1    2    0    1    0    0
  Endothelial_cells       0    0    0    2    1    0    0    0    0    0    0    1    0    0
  Epithelial_cells        0    0    0    0    2    0    0    0    0    0    0    1    0    0
  Fibroblasts             3    1    0    0    6    0    0    1    0    1    0    0    0   25
  iPS_cells              13    5    1    1    6    2    5    6    1    0    0    0    0    0
  Macrophage              0    0    0    0    3    0    0    0    0    0    0   19    0    0
  MSC                     0    0    0    0    2    0    0    0    0    1    0    0    1    2
  Neuroepithelial_cell   30   29    5    2    0    8   11    6   13  127    3    0    0    1
  Neurons              1083 1025   43   37  176   55  377  124   43    6   31   14    8    3
  Osteoblasts             0    0    0    2    0    0    0    0    0    0    0    0    0    0
  Smooth_muscle_cells    15   16    3   12   20    0    2    3    0    2    0    0    1    0
  Tissue_stem_cells       8    3   14    8  136    0    0   13    0    2    0    1    0   17

[1] "2691-PDOX"
                      
                         0   1   2   3   4   5   6   7   8   9  10  11  12  13
  Astrocyte            725 559 463 438 117 347 260 233 157 145 138  10  19  22
  B_cell                 0   0   0   0   0   0   0   0   0   0   0   2   0   0
  BM                     0   0   0   0   1   0   0   0   0   0   0   0   0   0
  Chondrocytes           0   0   0   0   0   0   0   0   0   0   0   0   1   0
  DC                     0   0   0   0  17   0   0   0   0   0   0   2   0   0
  Embryonic_stem_cells   0   0   0   0   0   0   0   0   0   0   0   0   1   0
  Erythroblast           1   0   0   0   0   0   0   0   0   0   0   0   0   0
  Fibroblasts            0   0   0   0   0   0   0   0   0   0   0   0   2   0
  GMP                    0   0   0   0   1   0   0   0   0   0   0   1   0   0
  iPS_cells              0   0   0   1   0   0   0   0   0   0   0   0   0   0
  Macrophage             0   0   0   0 175   0   0   0   0   0   0   6   0   0
  Monocyte               0   0   0   0  53   0   0   0   0   0   0  21   0   0
  Neuroepithelial_cell   7  11   7   3   1   0   0   1   1  10   4   0   0   0
  Neurons               21  18  11   1   3   0   7   5   3   5   3   2   3   4
  Pre-B_cell_CD34-       0   0   0   0   6   0   0   0   0   0   0   3   0   0
  Pro-B_cell_CD34+       0   0   0   0   1   0   0   0   0   0   0   0   0   0

[1] "2691-Xeno"
                      
                          0    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16
  Astrocyte            1353  494 1268  253  964 1014  749  620  377  357  246  146  174   52   51   49   42
  B_cell                  0    6    0    5    0    0    0    0    0    0    0    0    0    2    0    0    0
  BM                      0    0    0    0    0    0    0    0    0    0    0    1    0    0    0    0    0
  Chondrocytes            0    6    0    4    0    0    0    0    0    1    0    1    0    0    0    0    0
  CMP                     2   16    0   11    0    0    0    0    0    0    0    2    0    4    0    0    0
  DC                      0   76    0  126    0    0    0    0    0    0    0    2    0    3    0    1    1
  Embryonic_stem_cells    7   24    0    6    3    0    0    0    0    1    0    1    0    1    2    5    0
  Endothelial_cells       0    0    0    1    0    0    0    0    0    0    0    0    0    0    0    0    0
  Epithelial_cells        0    2    0    1    0    0    0    0    0    0    0    0    0    1    0    1    0
  Fibroblasts             0    6    0    1    0    0    0    0    0    0    0    0    0    0    0    0    0
  Gametocytes             0    1    0    0    0    1    0    0    0    0    0    0    0    0    1    0    0
  GMP                     0   11    0   11    0    0    0    0    0    0    0    0    0    2    0    0    0
  Hepatocytes             1    0    0    2    0    0    0    0    0    0    0    0    0    0    0    0    0
  HSC_-G-CSF              0    1    0    2    0    0    0    0    0    0    0    0    0    0    0    0    0
  HSC_CD34+               0   21    0    1    0    0    0    0    0    0    0    0    0    0    0    0    0
  iPS_cells               6    1    0    1    2    1    0    0    1    2    0    0    0    0    1    0    0
  Keratinocytes           0    0    0    1    0    0    0    0    0    0    0    0    0    0    0    0    0
  Macrophage              1  328    0  439    0    0    0    0    0    0    0    4    0    2    0    3    0
  Monocyte                0  321    0  286    0    0    0    0    0    0    0    9    0   28    0    0    0
  MSC                     1    1    0    1    0    0    0    0    0    1    0    0    0    0    0    0    0
  Myelocyte               0    0    0    2    0    0    0    0    0    0    0    0    0    0    0    0    0
  Neuroepithelial_cell   32    3    0    8   24    6    0    0   30    5    0    3    0    1    1    8    1
  Neurons                98   38    1   29   76   11    0    0   25   22    0    4    1    3   22    4    4
  Neutrophils             0    9    0    1    0    0    0    0    0    0    0    0    0    0    0    0    0
  NK_cell                 0    2    0    3    0    0    0    0    0    0    0    0    0    1    0    0    0
  Pre-B_cell_CD34-        0   64    0   39    0    0    0    0    0    0    0    2    0   19    0    0    0
  Pro-B_cell_CD34+        0   18    0   14    0    0    0    0    0    0    0    4    0    6    0    0    0
  Pro-Myelocyte           0    1    0    0    0    0    0    0    0    0    0    0    0    0    0    0    0
  T_cells                 0    0    0    0    0    0    0    0    0    0    0    0    0    1    0    0    0
  Tissue_stem_cells       0    9    0    3    0    0    0    0    0    0    0    0    0    0    0    0    0

[1] "3752-GBM"
                      
                          0    1    2    3    4    5    6    7    8    9   10   11   12
  Astrocyte            1202  702  403  507  433  425  480  198  298   25  283  186   60
  Chondrocytes            4   22    0    6    0    2    2    5    0   29    0    4    0
  Embryonic_stem_cells    0    6    1    2    2    0    1    0    0    0    1    2    1
  Endothelial_cells       1    0    0    1    0    0    0    0    0    0    0    0    0
  Epithelial_cells        0    0    0    0    0    0    0    1    0    0    0    0    0
  Fibroblasts             0    0    0    1    0    0    1    2    0    2    0    0    0
  iPS_cells               2   35   40   14   24    3   20    5    8    0   12   23   19
  MSC                    26   43   83   11    1    8   12    8    0   22   24    2   16
  Neuroepithelial_cell    8   80   81    2  157    2    5    2   66    2   11   18   20
  Neurons               127  358  313  119  155  119  104   58  155   11  150  180  106
  Smooth_muscle_cells    41   91    0   34    1   34   21   62    0  143    0    4    0
  Tissue_stem_cells      60   68    1  189    1  158  104  377    0  277    0   13    0

[1] "3752-Xeno"
                      
                          0    1    2    3    4    5    6    7    8    9   10   11   12   13
  Astrocyte            2037 1183 1183  913 1031  595  696  584  617  292  383  163   46  100
  Embryonic_stem_cells    0    0    1    1    0    0    0    2    0    0    0    0    0    0
  Fibroblasts             0    0    0    1    0    0    0    0    0    0    0    1    0    0
  iPS_cells               0    3    0   13    0    0    0    4    0    0    1    0    0    0
  Neuroepithelial_cell  327  370  267   73   23  279  107   24   73  166   45   45   98   24
  Neurons                20   44   45   69   19   15   11  131    3   19   13    1    6    2
  Smooth_muscle_cells     0    0    0    0    0    0    0    2    0    0    0    0    0    0
  Tissue_stem_cells       0    0    0    0    0    0    0   16    0    0    0    1    0    0

[1] "9119-DIPG"
                      
                          0    1    2    3    4    5    6    7    8    9   10
  Astrocyte            1459  402 1028  837  578  476  469  426  601  287  145
  Chondrocytes            0   12    2    0    0    2    0    0    0    0    0
  Embryonic_stem_cells    0    1    0    0    1    0    0    0    0    0    0
  Endothelial_cells       0    5    1    0    0    1    0    0    0    0    0
  Epithelial_cells        0    1    0    0    0    0    0    0    0    0    0
  Fibroblasts             0   10    3    0    0    1    0    0    0    0    0
  iPS_cells               3   55    9    2   16   31   13    8    0    0    0
  Neuroepithelial_cell   33    3    1   23   20    3    5   24    1    3    6
  Neurons                66  857  164  253  416  437  186  168   18   22   73
  Osteoblasts             0    1    0    0    0    0    0    0    0    0    0
  Smooth_muscle_cells     0   40    7    0    0    4    4    0    0    0    0
  Tissue_stem_cells       0   33   19    0    0    1    0    0    0    0    0

[1] "9119-PDOX"
                      
                          0    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15   16   17
  Astrocyte            1633 1257  934  710  693  521  514  421  447  407  267  100   83   79   88   52   62   18
  iPS_cells               0    0    3    1    0    0    0    0    0    0    1    0    0    0    0    0    0    0
  Neuroepithelial_cell    8    0    9    0    1    0    0    1    1    1    1    2    1    1    0    0    0    0
  Neurons               210  137  241  190  134   16    5   93   67   63   56   14   18   19    4   11    0    1
#Create UMAP for cell types

for (i in 1: length(sample_name)) {
  dim_plot <- DimPlot(seurat.list[[i]], label = TRUE, group.by = "SingleR.pruned.calls" ) + labs(title= sample_name[i])
  print(dim_plot)
  }

#add sample name to each object

for (i in 1:length(sample_name)) {
  seurat.list[[i]]$sample_name <- sample_name[i]
}
# Merge individual cases into one object

seurat.GBM <- merge(seurat.list[[1]], y=c(seurat.list[[2]], seurat.list[[3]],seurat.list[[4]], seurat.list[[5]], seurat.list[[6]], seurat.list[[7]]), project = "XNL_GBM")
Warning: Some cell names are duplicated across objects provided. Renaming to enforce unique cell names.
seurat.GBM
An object of class Seurat 
60895 features across 66560 samples within 2 assays 
Active assay: SCT (29697 features, 0 variable features)
 3 layers present: counts, data, scale.data
 1 other assay present: RNA

#create UMAPs
dim_plot <- DimPlot(seurat.GBM, label = TRUE) + NoLegend() + labs(title="GBM: Clusters")
print(dim_plot)

dim_plot <- DimPlot(seurat.GBM, label = TRUE, group.by = "SingleR.pruned.calls") + labs(title="GBM: singleR cell types")
print(dim_plot)


dim_plot <- DimPlot(seurat.GBM, label = TRUE, group.by = "sample_name") + labs(title="GBM: Sample ID")
print(dim_plot)

#Create count table
c.table <-table(seurat.GBM$sample_name, seurat.GBM$SingleR.pruned.calls)
print(c.table)
           
            Astrocyte B_cell   BM Chondrocytes  CMP   DC Embryonic_stem_cells Endothelial_cells Epithelial_cells Erythroblast Fibroblasts Gametocytes  GMP
  2691-GBM       6541      0    0           40    0    1                   66                 4                3            0          37           0    0
  2691-PDOX      3633      2    1            1    0   19                    1                 0                0            1           2           0    2
  2691-Xeno      8209     13    1           12   35  209                   50                 1                5            0           7           3   24
  3752-GBM       5202      0    0           74    0    0                   16                 2                1            0           6           0    0
  3752-Xeno      9823      0    0            0    0    0                    4                 0                0            0           2           0    0
  9119-DIPG      6708      0    0           16    0    0                    2                 7                1            0          14           0    0
  9119-PDOX      8286      0    0            0    0    0                    0                 0                0            0           0           0    0
           
            Hepatocytes HSC_-G-CSF HSC_CD34+ iPS_cells Keratinocytes Macrophage Monocyte  MSC Myelocyte Neuroepithelial_cell Neurons Neutrophils NK_cell
  2691-GBM            0          0         0        40             0         22        0    6         0                  235    3025           0       0
  2691-PDOX           0          0         0         1             0        181       74    0         0                   45      86           0       0
  2691-Xeno           3          3        22        15             1        777      644    4         2                  122     338          10       6
  3752-GBM            0          0         0       205             0          0        0  256         0                  454    1955           0       0
  3752-Xeno           0          0         0        21             0          0        0    0         0                 1921     398           0       0
  9119-DIPG           0          0         0       137             0          0        0    0         0                  122    2660           0       0
  9119-PDOX           0          0         0         5             0          0        0    0         0                   26    1279           0       0
           
            Osteoblasts Pre-B_cell_CD34- Pro-B_cell_CD34+ Pro-Myelocyte Smooth_muscle_cells T_cells Tissue_stem_cells
  2691-GBM            2                0                0             0                  74       0               202
  2691-PDOX           0                9                1             0                   0       0                 0
  2691-Xeno           0              124               42             1                   0       1                12
  3752-GBM            0                0                0             0                 431       0              1248
  3752-Xeno           0                0                0             0                   2       0                17
  9119-DIPG           1                0                0             0                  55       0                53
  9119-PDOX           0                0                0             0                   0       0                 0
#create relative cell proportion table and graph

p.table<- matrix(nrow=dim(c.table)[1], ncol=dim(c.table)[2])
  
  for(j in 1: dim(c.table)[1]) {
    p.table[j,]<-prop.table(c.table[j,])*100  # % cell per sample
  }
  
  rownames(p.table)<- rownames(c.table)
  colnames(p.table)<- colnames(c.table)
  
  p.table<-round(p.table,0)

library(DT)

Attaching package: ‘DT’

The following object is masked from ‘package:SeuratObject’:

    JS

The following object is masked from ‘package:Seurat’:

    JS
datatable(p.table)
seurat.GBM.Astrocyte <- subset(seurat.GBM, SingleR.pruned.calls == "Astrocyte")
#Normalize and scale RNA data for heatmap
seurat.GBM.Astrocyte <- NormalizeData(seurat.GBM.Astrocyte, assay = "RNA")
seurat.GBM.Astrocyte <- ScaleData(seurat.GBM.Astrocyte, assay = "RNA")

Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$seurat_clusters

markers_clusters <- FindAllMarkers(seurat.GBM.Astrocyte, logfc.thresold = 0.25, only.pos = TRUE) %>% filter(p_val_adj < 0.05) 
Calculating cluster 0

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 43s      
  |+                                                 | 2 % ~01m 45s      
  |++                                                | 3 % ~01m 44s      
  |++                                                | 4 % ~01m 44s      
  |+++                                               | 5 % ~01m 44s      
  |+++                                               | 6 % ~01m 44s      
  |++++                                              | 7 % ~01m 44s      
  |++++                                              | 8 % ~01m 45s      
  |+++++                                             | 9 % ~01m 46s      
  |+++++                                             | 10% ~01m 48s      
  |++++++                                            | 11% ~01m 49s      
  |++++++                                            | 12% ~01m 51s      
  |+++++++                                           | 13% ~01m 51s      
  |+++++++                                           | 14% ~01m 49s      
  |++++++++                                          | 15% ~01m 49s      
  |++++++++                                          | 16% ~02m 09s      
  |+++++++++                                         | 17% ~02m 06s      
  |+++++++++                                         | 18% ~02m 02s      
  |++++++++++                                        | 19% ~01m 59s      
  |++++++++++                                        | 20% ~01m 57s      
  |+++++++++++                                       | 21% ~01m 54s      
  |+++++++++++                                       | 22% ~01m 52s      
  |++++++++++++                                      | 23% ~01m 50s      
  |++++++++++++                                      | 24% ~01m 48s      
  |+++++++++++++                                     | 25% ~01m 45s      
  |+++++++++++++                                     | 26% ~01m 43s      
  |++++++++++++++                                    | 27% ~01m 41s      
  |++++++++++++++                                    | 28% ~01m 39s      
  |+++++++++++++++                                   | 29% ~01m 38s      
  |+++++++++++++++                                   | 30% ~01m 35s      
  |++++++++++++++++                                  | 31% ~01m 33s      
  |++++++++++++++++                                  | 32% ~01m 32s      
  |+++++++++++++++++                                 | 33% ~01m 30s      
  |+++++++++++++++++                                 | 34% ~01m 28s      
  |++++++++++++++++++                                | 35% ~01m 27s      
  |++++++++++++++++++                                | 36% ~01m 25s      
  |+++++++++++++++++++                               | 37% ~01m 24s      
  |+++++++++++++++++++                               | 38% ~01m 23s      
  |++++++++++++++++++++                              | 39% ~01m 21s      
  |++++++++++++++++++++                              | 40% ~01m 20s      
  |+++++++++++++++++++++                             | 41% ~01m 18s      
  |+++++++++++++++++++++                             | 42% ~01m 17s      
  |++++++++++++++++++++++                            | 43% ~01m 16s      
  |++++++++++++++++++++++                            | 44% ~01m 14s      
  |+++++++++++++++++++++++                           | 45% ~01m 13s      
  |+++++++++++++++++++++++                           | 46% ~01m 11s      
  |++++++++++++++++++++++++                          | 47% ~01m 10s      
  |++++++++++++++++++++++++                          | 48% ~01m 09s      
  |+++++++++++++++++++++++++                         | 49% ~01m 07s      
  |+++++++++++++++++++++++++                         | 50% ~01m 06s      
  |++++++++++++++++++++++++++                        | 51% ~01m 05s      
  |++++++++++++++++++++++++++                        | 52% ~01m 03s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 02s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 01s      
  |++++++++++++++++++++++++++++                      | 55% ~59s          
  |++++++++++++++++++++++++++++                      | 56% ~58s          
  |+++++++++++++++++++++++++++++                     | 57% ~57s          
  |+++++++++++++++++++++++++++++                     | 58% ~55s          
  |++++++++++++++++++++++++++++++                    | 59% ~54s          
  |++++++++++++++++++++++++++++++                    | 60% ~53s          
  |+++++++++++++++++++++++++++++++                   | 61% ~51s          
  |+++++++++++++++++++++++++++++++                   | 62% ~50s          
  |++++++++++++++++++++++++++++++++                  | 63% ~49s          
  |++++++++++++++++++++++++++++++++                  | 64% ~47s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~46s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~45s          
  |++++++++++++++++++++++++++++++++++                | 67% ~44s          
  |++++++++++++++++++++++++++++++++++                | 68% ~42s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~41s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~40s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~38s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~37s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~36s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~34s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~33s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~32s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~30s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~29s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~28s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~26s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 14s
Calculating cluster 1

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 22s      
  |++                                                | 2 % ~03m 16s      
  |++                                                | 3 % ~11m 55s      
  |+++                                               | 4 % ~09m 37s      
  |+++                                               | 5 % ~08m 18s      
  |++++                                              | 6 % ~07m 23s      
  |++++                                              | 7 % ~06m 42s      
  |+++++                                             | 8 % ~06m 12s      
  |+++++                                             | 9 % ~05m 48s      
  |++++++                                            | 10% ~05m 28s      
  |++++++                                            | 11% ~05m 11s      
  |+++++++                                           | 12% ~04m 57s      
  |+++++++                                           | 13% ~04m 45s      
  |++++++++                                          | 14% ~04m 32s      
  |++++++++                                          | 15% ~04m 20s      
  |+++++++++                                         | 16% ~04m 10s      
  |+++++++++                                         | 18% ~04m 02s      
  |++++++++++                                        | 19% ~03m 54s      
  |++++++++++                                        | 20% ~03m 48s      
  |+++++++++++                                       | 21% ~03m 42s      
  |+++++++++++                                       | 22% ~03m 36s      
  |++++++++++++                                      | 23% ~03m 31s      
  |++++++++++++                                      | 24% ~03m 26s      
  |+++++++++++++                                     | 25% ~03m 21s      
  |+++++++++++++                                     | 26% ~03m 16s      
  |++++++++++++++                                    | 27% ~03m 12s      
  |++++++++++++++                                    | 28% ~03m 08s      
  |+++++++++++++++                                   | 29% ~03m 03s      
  |+++++++++++++++                                   | 30% ~02m 59s      
  |++++++++++++++++                                  | 31% ~02m 55s      
  |++++++++++++++++                                  | 32% ~02m 51s      
  |+++++++++++++++++                                 | 33% ~02m 47s      
  |++++++++++++++++++                                | 34% ~02m 44s      
  |++++++++++++++++++                                | 35% ~02m 40s      
  |+++++++++++++++++++                               | 36% ~02m 37s      
  |+++++++++++++++++++                               | 37% ~02m 34s      
  |++++++++++++++++++++                              | 38% ~02m 31s      
  |++++++++++++++++++++                              | 39% ~02m 27s      
  |+++++++++++++++++++++                             | 40% ~02m 24s      
  |+++++++++++++++++++++                             | 41% ~02m 21s      
  |++++++++++++++++++++++                            | 42% ~02m 18s      
  |++++++++++++++++++++++                            | 43% ~02m 15s      
  |+++++++++++++++++++++++                           | 44% ~02m 12s      
  |+++++++++++++++++++++++                           | 45% ~02m 09s      
  |++++++++++++++++++++++++                          | 46% ~02m 06s      
  |++++++++++++++++++++++++                          | 47% ~02m 04s      
  |+++++++++++++++++++++++++                         | 48% ~02m 01s      
  |+++++++++++++++++++++++++                         | 49% ~01m 58s      
  |++++++++++++++++++++++++++                        | 51% ~01m 56s      
  |++++++++++++++++++++++++++                        | 52% ~01m 53s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 50s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 48s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 45s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 43s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 40s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 37s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 35s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 32s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 30s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 28s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 25s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 22s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 20s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 18s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 15s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 13s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 11s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 08s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 06s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 03s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 01s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~59s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~56s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~54s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~51s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~49s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~47s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~44s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~42s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~39s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~36s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~34s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~28s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~18s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 02s
Calculating cluster 2

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 36s      
  |++                                                | 2 % ~03m 32s      
  |++                                                | 3 % ~03m 28s      
  |+++                                               | 4 % ~03m 30s      
  |+++                                               | 5 % ~03m 27s      
  |++++                                              | 6 % ~03m 23s      
  |++++                                              | 7 % ~03m 20s      
  |+++++                                             | 8 % ~03m 17s      
  |+++++                                             | 9 % ~03m 14s      
  |++++++                                            | 10% ~03m 11s      
  |++++++                                            | 11% ~03m 09s      
  |+++++++                                           | 12% ~03m 06s      
  |+++++++                                           | 13% ~03m 03s      
  |++++++++                                          | 14% ~03m 01s      
  |++++++++                                          | 15% ~02m 59s      
  |+++++++++                                         | 16% ~02m 56s      
  |+++++++++                                         | 18% ~02m 54s      
  |++++++++++                                        | 19% ~02m 52s      
  |++++++++++                                        | 20% ~02m 49s      
  |+++++++++++                                       | 21% ~02m 47s      
  |+++++++++++                                       | 22% ~02m 45s      
  |++++++++++++                                      | 23% ~02m 43s      
  |++++++++++++                                      | 24% ~02m 40s      
  |+++++++++++++                                     | 25% ~02m 38s      
  |+++++++++++++                                     | 26% ~02m 36s      
  |++++++++++++++                                    | 27% ~02m 33s      
  |++++++++++++++                                    | 28% ~02m 31s      
  |+++++++++++++++                                   | 29% ~02m 29s      
  |+++++++++++++++                                   | 30% ~02m 27s      
  |++++++++++++++++                                  | 31% ~02m 25s      
  |++++++++++++++++                                  | 32% ~02m 23s      
  |+++++++++++++++++                                 | 33% ~02m 20s      
  |++++++++++++++++++                                | 34% ~02m 18s      
  |++++++++++++++++++                                | 35% ~02m 16s      
  |+++++++++++++++++++                               | 36% ~02m 45s      
  |+++++++++++++++++++                               | 37% ~02m 42s      
  |++++++++++++++++++++                              | 38% ~02m 39s      
  |++++++++++++++++++++                              | 39% ~02m 36s      
  |+++++++++++++++++++++                             | 40% ~02m 33s      
  |+++++++++++++++++++++                             | 41% ~02m 31s      
  |++++++++++++++++++++++                            | 42% ~02m 28s      
  |++++++++++++++++++++++                            | 43% ~02m 25s      
  |+++++++++++++++++++++++                           | 44% ~02m 23s      
  |+++++++++++++++++++++++                           | 45% ~02m 20s      
  |++++++++++++++++++++++++                          | 46% ~02m 17s      
  |++++++++++++++++++++++++                          | 47% ~02m 15s      
  |+++++++++++++++++++++++++                         | 48% ~02m 11s      
  |+++++++++++++++++++++++++                         | 49% ~02m 08s      
  |++++++++++++++++++++++++++                        | 51% ~02m 05s      
  |++++++++++++++++++++++++++                        | 52% ~02m 03s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 60s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 57s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 54s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 51s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 48s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 46s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 43s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 40s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 38s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 35s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 32s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 30s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 27s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 24s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 21s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 19s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 16s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 14s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 11s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 08s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 06s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 00s      
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~58s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~55s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~53s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~50s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~48s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~45s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~42s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~30s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~22s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 57s
Calculating cluster 3

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 05s      
  |++                                                | 2 % ~01m 03s      
  |++                                                | 4 % ~01m 01s      
  |+++                                               | 5 % ~60s          
  |+++                                               | 6 % ~60s          
  |++++                                              | 7 % ~59s          
  |+++++                                             | 8 % ~58s          
  |+++++                                             | 9 % ~58s          
  |++++++                                            | 11% ~57s          
  |++++++                                            | 12% ~57s          
  |+++++++                                           | 13% ~56s          
  |++++++++                                          | 14% ~56s          
  |++++++++                                          | 15% ~55s          
  |+++++++++                                         | 16% ~55s          
  |+++++++++                                         | 18% ~54s          
  |++++++++++                                        | 19% ~53s          
  |++++++++++                                        | 20% ~53s          
  |+++++++++++                                       | 21% ~52s          
  |++++++++++++                                      | 22% ~51s          
  |++++++++++++                                      | 24% ~51s          
  |+++++++++++++                                     | 25% ~50s          
  |+++++++++++++                                     | 26% ~49s          
  |++++++++++++++                                    | 27% ~49s          
  |+++++++++++++++                                   | 28% ~48s          
  |+++++++++++++++                                   | 29% ~47s          
  |++++++++++++++++                                  | 31% ~46s          
  |++++++++++++++++                                  | 32% ~46s          
  |+++++++++++++++++                                 | 33% ~45s          
  |++++++++++++++++++                                | 34% ~44s          
  |++++++++++++++++++                                | 35% ~43s          
  |+++++++++++++++++++                               | 36% ~43s          
  |+++++++++++++++++++                               | 38% ~42s          
  |++++++++++++++++++++                              | 39% ~41s          
  |++++++++++++++++++++                              | 40% ~41s          
  |+++++++++++++++++++++                             | 41% ~40s          
  |++++++++++++++++++++++                            | 42% ~39s          
  |++++++++++++++++++++++                            | 44% ~38s          
  |+++++++++++++++++++++++                           | 45% ~38s          
  |+++++++++++++++++++++++                           | 46% ~37s          
  |++++++++++++++++++++++++                          | 47% ~36s          
  |+++++++++++++++++++++++++                         | 48% ~35s          
  |+++++++++++++++++++++++++                         | 49% ~34s          
  |++++++++++++++++++++++++++                        | 51% ~33s          
  |++++++++++++++++++++++++++                        | 52% ~32s          
  |+++++++++++++++++++++++++++                       | 53% ~31s          
  |++++++++++++++++++++++++++++                      | 54% ~30s          
  |++++++++++++++++++++++++++++                      | 55% ~29s          
  |+++++++++++++++++++++++++++++                     | 56% ~28s          
  |+++++++++++++++++++++++++++++                     | 58% ~28s          
  |++++++++++++++++++++++++++++++                    | 59% ~27s          
  |++++++++++++++++++++++++++++++                    | 60% ~26s          
  |+++++++++++++++++++++++++++++++                   | 61% ~25s          
  |++++++++++++++++++++++++++++++++                  | 62% ~24s          
  |++++++++++++++++++++++++++++++++                  | 64% ~23s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~23s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~22s          
  |++++++++++++++++++++++++++++++++++                | 67% ~21s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~20s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~19s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~19s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~18s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~17s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~16s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~15s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~15s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~14s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~13s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 00s
Calculating cluster 4

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 36s      
  |++                                                | 2 % ~01m 37s      
  |++                                                | 3 % ~01m 37s      
  |+++                                               | 4 % ~01m 38s      
  |+++                                               | 5 % ~01m 39s      
  |++++                                              | 6 % ~01m 38s      
  |++++                                              | 7 % ~01m 38s      
  |+++++                                             | 8 % ~01m 41s      
  |+++++                                             | 9 % ~01m 39s      
  |++++++                                            | 10% ~01m 39s      
  |++++++                                            | 11% ~01m 38s      
  |+++++++                                           | 12% ~01m 37s      
  |+++++++                                           | 13% ~01m 37s      
  |++++++++                                          | 14% ~01m 37s      
  |++++++++                                          | 15% ~01m 36s      
  |+++++++++                                         | 16% ~01m 35s      
  |+++++++++                                         | 18% ~01m 34s      
  |++++++++++                                        | 19% ~01m 33s      
  |++++++++++                                        | 20% ~01m 33s      
  |+++++++++++                                       | 21% ~01m 32s      
  |+++++++++++                                       | 22% ~01m 31s      
  |++++++++++++                                      | 23% ~01m 30s      
  |++++++++++++                                      | 24% ~01m 29s      
  |+++++++++++++                                     | 25% ~01m 28s      
  |+++++++++++++                                     | 26% ~01m 27s      
  |++++++++++++++                                    | 27% ~01m 26s      
  |++++++++++++++                                    | 28% ~01m 25s      
  |+++++++++++++++                                   | 29% ~01m 24s      
  |+++++++++++++++                                   | 30% ~01m 23s      
  |++++++++++++++++                                  | 31% ~01m 22s      
  |++++++++++++++++                                  | 32% ~01m 20s      
  |+++++++++++++++++                                 | 33% ~01m 18s      
  |++++++++++++++++++                                | 34% ~01m 16s      
  |++++++++++++++++++                                | 35% ~01m 14s      
  |+++++++++++++++++++                               | 36% ~01m 13s      
  |+++++++++++++++++++                               | 37% ~01m 11s      
  |++++++++++++++++++++                              | 38% ~01m 10s      
  |++++++++++++++++++++                              | 39% ~01m 08s      
  |+++++++++++++++++++++                             | 40% ~01m 07s      
  |+++++++++++++++++++++                             | 41% ~01m 05s      
  |++++++++++++++++++++++                            | 42% ~01m 04s      
  |++++++++++++++++++++++                            | 43% ~01m 02s      
  |+++++++++++++++++++++++                           | 44% ~01m 01s      
  |+++++++++++++++++++++++                           | 45% ~59s          
  |++++++++++++++++++++++++                          | 46% ~58s          
  |++++++++++++++++++++++++                          | 47% ~57s          
  |+++++++++++++++++++++++++                         | 48% ~56s          
  |+++++++++++++++++++++++++                         | 49% ~54s          
  |++++++++++++++++++++++++++                        | 51% ~53s          
  |++++++++++++++++++++++++++                        | 52% ~52s          
  |+++++++++++++++++++++++++++                       | 53% ~50s          
  |+++++++++++++++++++++++++++                       | 54% ~49s          
  |++++++++++++++++++++++++++++                      | 55% ~48s          
  |++++++++++++++++++++++++++++                      | 56% ~47s          
  |+++++++++++++++++++++++++++++                     | 57% ~45s          
  |+++++++++++++++++++++++++++++                     | 58% ~44s          
  |++++++++++++++++++++++++++++++                    | 59% ~43s          
  |++++++++++++++++++++++++++++++                    | 60% ~42s          
  |+++++++++++++++++++++++++++++++                   | 61% ~41s          
  |+++++++++++++++++++++++++++++++                   | 62% ~40s          
  |++++++++++++++++++++++++++++++++                  | 63% ~39s          
  |++++++++++++++++++++++++++++++++                  | 64% ~37s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~36s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~35s          
  |++++++++++++++++++++++++++++++++++                | 67% ~34s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~33s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~32s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~31s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~30s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~29s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~27s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~26s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~25s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~24s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~23s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~22s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 40s
Calculating cluster 5

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 27s      
  |++                                                | 2 % ~01m 26s      
  |++                                                | 3 % ~01m 25s      
  |+++                                               | 4 % ~01m 25s      
  |+++                                               | 5 % ~01m 25s      
  |++++                                              | 6 % ~01m 25s      
  |++++                                              | 7 % ~01m 25s      
  |+++++                                             | 8 % ~01m 24s      
  |+++++                                             | 9 % ~01m 24s      
  |++++++                                            | 10% ~01m 24s      
  |++++++                                            | 11% ~01m 23s      
  |+++++++                                           | 12% ~01m 22s      
  |+++++++                                           | 13% ~01m 22s      
  |++++++++                                          | 14% ~01m 21s      
  |++++++++                                          | 15% ~01m 21s      
  |+++++++++                                         | 16% ~01m 20s      
  |+++++++++                                         | 18% ~01m 20s      
  |++++++++++                                        | 19% ~01m 19s      
  |++++++++++                                        | 20% ~01m 19s      
  |+++++++++++                                       | 21% ~01m 18s      
  |+++++++++++                                       | 22% ~01m 17s      
  |++++++++++++                                      | 23% ~01m 16s      
  |++++++++++++                                      | 24% ~01m 15s      
  |+++++++++++++                                     | 25% ~01m 14s      
  |+++++++++++++                                     | 26% ~01m 14s      
  |++++++++++++++                                    | 27% ~01m 13s      
  |++++++++++++++                                    | 28% ~01m 12s      
  |+++++++++++++++                                   | 29% ~01m 13s      
  |+++++++++++++++                                   | 30% ~01m 12s      
  |++++++++++++++++                                  | 31% ~01m 11s      
  |++++++++++++++++                                  | 32% ~01m 11s      
  |+++++++++++++++++                                 | 33% ~01m 10s      
  |++++++++++++++++++                                | 34% ~01m 09s      
  |++++++++++++++++++                                | 35% ~01m 08s      
  |+++++++++++++++++++                               | 36% ~01m 07s      
  |+++++++++++++++++++                               | 37% ~01m 05s      
  |++++++++++++++++++++                              | 38% ~01m 04s      
  |++++++++++++++++++++                              | 39% ~01m 03s      
  |+++++++++++++++++++++                             | 40% ~01m 01s      
  |+++++++++++++++++++++                             | 41% ~60s          
  |++++++++++++++++++++++                            | 42% ~58s          
  |++++++++++++++++++++++                            | 43% ~57s          
  |+++++++++++++++++++++++                           | 44% ~56s          
  |+++++++++++++++++++++++                           | 45% ~55s          
  |++++++++++++++++++++++++                          | 46% ~53s          
  |++++++++++++++++++++++++                          | 47% ~52s          
  |+++++++++++++++++++++++++                         | 48% ~51s          
  |+++++++++++++++++++++++++                         | 49% ~50s          
  |++++++++++++++++++++++++++                        | 51% ~49s          
  |++++++++++++++++++++++++++                        | 52% ~48s          
  |+++++++++++++++++++++++++++                       | 53% ~46s          
  |+++++++++++++++++++++++++++                       | 54% ~45s          
  |++++++++++++++++++++++++++++                      | 55% ~44s          
  |++++++++++++++++++++++++++++                      | 56% ~43s          
  |+++++++++++++++++++++++++++++                     | 57% ~42s          
  |+++++++++++++++++++++++++++++                     | 58% ~41s          
  |++++++++++++++++++++++++++++++                    | 59% ~40s          
  |++++++++++++++++++++++++++++++                    | 60% ~39s          
  |+++++++++++++++++++++++++++++++                   | 61% ~38s          
  |+++++++++++++++++++++++++++++++                   | 62% ~36s          
  |++++++++++++++++++++++++++++++++                  | 63% ~35s          
  |++++++++++++++++++++++++++++++++                  | 64% ~34s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~33s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~32s          
  |++++++++++++++++++++++++++++++++++                | 67% ~31s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~30s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~29s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~28s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~27s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~26s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~25s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~24s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~23s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~23s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~22s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~21s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~19s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 35s
Calculating cluster 6

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 20s      
  |++                                                | 2 % ~01m 23s      
  |++                                                | 3 % ~01m 18s      
  |+++                                               | 4 % ~01m 14s      
  |+++                                               | 5 % ~01m 12s      
  |++++                                              | 6 % ~01m 12s      
  |++++                                              | 7 % ~01m 11s      
  |+++++                                             | 8 % ~01m 10s      
  |+++++                                             | 9 % ~01m 09s      
  |++++++                                            | 10% ~01m 09s      
  |++++++                                            | 11% ~01m 08s      
  |+++++++                                           | 12% ~01m 08s      
  |+++++++                                           | 14% ~01m 07s      
  |++++++++                                          | 15% ~01m 07s      
  |++++++++                                          | 16% ~01m 06s      
  |+++++++++                                         | 17% ~01m 05s      
  |+++++++++                                         | 18% ~01m 05s      
  |++++++++++                                        | 19% ~01m 04s      
  |++++++++++                                        | 20% ~01m 03s      
  |+++++++++++                                       | 21% ~01m 03s      
  |+++++++++++                                       | 22% ~01m 02s      
  |++++++++++++                                      | 23% ~01m 01s      
  |++++++++++++                                      | 24% ~01m 01s      
  |+++++++++++++                                     | 25% ~60s          
  |++++++++++++++                                    | 26% ~59s          
  |++++++++++++++                                    | 27% ~59s          
  |+++++++++++++++                                   | 28% ~58s          
  |+++++++++++++++                                   | 29% ~57s          
  |++++++++++++++++                                  | 30% ~56s          
  |++++++++++++++++                                  | 31% ~56s          
  |+++++++++++++++++                                 | 32% ~55s          
  |+++++++++++++++++                                 | 33% ~54s          
  |++++++++++++++++++                                | 34% ~54s          
  |++++++++++++++++++                                | 35% ~53s          
  |+++++++++++++++++++                               | 36% ~52s          
  |+++++++++++++++++++                               | 38% ~52s          
  |++++++++++++++++++++                              | 39% ~51s          
  |++++++++++++++++++++                              | 40% ~51s          
  |+++++++++++++++++++++                             | 41% ~50s          
  |+++++++++++++++++++++                             | 42% ~50s          
  |++++++++++++++++++++++                            | 43% ~49s          
  |++++++++++++++++++++++                            | 44% ~48s          
  |+++++++++++++++++++++++                           | 45% ~48s          
  |+++++++++++++++++++++++                           | 46% ~47s          
  |++++++++++++++++++++++++                          | 47% ~46s          
  |++++++++++++++++++++++++                          | 48% ~45s          
  |+++++++++++++++++++++++++                         | 49% ~45s          
  |+++++++++++++++++++++++++                         | 50% ~44s          
  |++++++++++++++++++++++++++                        | 51% ~43s          
  |+++++++++++++++++++++++++++                       | 52% ~42s          
  |+++++++++++++++++++++++++++                       | 53% ~41s          
  |++++++++++++++++++++++++++++                      | 54% ~40s          
  |++++++++++++++++++++++++++++                      | 55% ~39s          
  |+++++++++++++++++++++++++++++                     | 56% ~38s          
  |+++++++++++++++++++++++++++++                     | 57% ~37s          
  |++++++++++++++++++++++++++++++                    | 58% ~36s          
  |++++++++++++++++++++++++++++++                    | 59% ~35s          
  |+++++++++++++++++++++++++++++++                   | 60% ~34s          
  |+++++++++++++++++++++++++++++++                   | 61% ~33s          
  |++++++++++++++++++++++++++++++++                  | 62% ~32s          
  |++++++++++++++++++++++++++++++++                  | 64% ~31s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~30s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~29s          
  |++++++++++++++++++++++++++++++++++                | 67% ~28s          
  |++++++++++++++++++++++++++++++++++                | 68% ~27s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~26s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~25s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~25s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~24s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~23s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~22s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~21s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~20s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~19s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~18s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=01m 45s
Calculating cluster 7

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 48s      
  |++                                                | 2 % ~01m 39s      
  |++                                                | 3 % ~01m 36s      
  |+++                                               | 4 % ~01m 36s      
  |+++                                               | 5 % ~01m 35s      
  |++++                                              | 6 % ~01m 35s      
  |++++                                              | 7 % ~01m 34s      
  |+++++                                             | 8 % ~01m 33s      
  |+++++                                             | 9 % ~01m 32s      
  |++++++                                            | 11% ~01m 31s      
  |++++++                                            | 12% ~01m 31s      
  |+++++++                                           | 13% ~01m 30s      
  |+++++++                                           | 14% ~01m 30s      
  |++++++++                                          | 15% ~01m 29s      
  |++++++++                                          | 16% ~01m 29s      
  |+++++++++                                         | 17% ~01m 28s      
  |+++++++++                                         | 18% ~01m 27s      
  |++++++++++                                        | 19% ~01m 26s      
  |++++++++++                                        | 20% ~01m 25s      
  |+++++++++++                                       | 21% ~01m 24s      
  |++++++++++++                                      | 22% ~01m 23s      
  |++++++++++++                                      | 23% ~01m 22s      
  |+++++++++++++                                     | 24% ~01m 21s      
  |+++++++++++++                                     | 25% ~01m 20s      
  |++++++++++++++                                    | 26% ~01m 19s      
  |++++++++++++++                                    | 27% ~01m 18s      
  |+++++++++++++++                                   | 28% ~01m 17s      
  |+++++++++++++++                                   | 29% ~01m 16s      
  |++++++++++++++++                                  | 31% ~01m 15s      
  |++++++++++++++++                                  | 32% ~01m 14s      
  |+++++++++++++++++                                 | 33% ~01m 14s      
  |+++++++++++++++++                                 | 34% ~01m 13s      
  |++++++++++++++++++                                | 35% ~01m 11s      
  |++++++++++++++++++                                | 36% ~01m 09s      
  |+++++++++++++++++++                               | 37% ~01m 08s      
  |+++++++++++++++++++                               | 38% ~01m 06s      
  |++++++++++++++++++++                              | 39% ~01m 04s      
  |++++++++++++++++++++                              | 40% ~01m 03s      
  |+++++++++++++++++++++                             | 41% ~01m 01s      
  |++++++++++++++++++++++                            | 42% ~60s          
  |++++++++++++++++++++++                            | 43% ~58s          
  |+++++++++++++++++++++++                           | 44% ~57s          
  |+++++++++++++++++++++++                           | 45% ~56s          
  |++++++++++++++++++++++++                          | 46% ~54s          
  |++++++++++++++++++++++++                          | 47% ~53s          
  |+++++++++++++++++++++++++                         | 48% ~01m 14s      
  |+++++++++++++++++++++++++                         | 49% ~01m 12s      
  |++++++++++++++++++++++++++                        | 51% ~01m 10s      
  |++++++++++++++++++++++++++                        | 52% ~01m 08s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 06s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 04s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 02s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 01s      
  |+++++++++++++++++++++++++++++                     | 57% ~59s          
  |+++++++++++++++++++++++++++++                     | 58% ~57s          
  |++++++++++++++++++++++++++++++                    | 59% ~56s          
  |++++++++++++++++++++++++++++++                    | 60% ~54s          
  |+++++++++++++++++++++++++++++++                   | 61% ~52s          
  |++++++++++++++++++++++++++++++++                  | 62% ~51s          
  |++++++++++++++++++++++++++++++++                  | 63% ~49s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~48s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~46s          
  |++++++++++++++++++++++++++++++++++                | 66% ~45s          
  |++++++++++++++++++++++++++++++++++                | 67% ~43s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~42s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~40s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~39s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~37s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~36s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~35s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~33s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~32s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~30s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~29s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~27s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~26s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 04s
Calculating cluster 8

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~37s          
  |++                                                | 2 % ~38s          
  |++                                                | 3 % ~39s          
  |+++                                               | 4 % ~38s          
  |+++                                               | 5 % ~37s          
  |++++                                              | 6 % ~37s          
  |++++                                              | 7 % ~37s          
  |+++++                                             | 8 % ~36s          
  |+++++                                             | 9 % ~36s          
  |++++++                                            | 10% ~36s          
  |++++++                                            | 11% ~35s          
  |+++++++                                           | 12% ~34s          
  |+++++++                                           | 14% ~34s          
  |++++++++                                          | 15% ~33s          
  |++++++++                                          | 16% ~33s          
  |+++++++++                                         | 17% ~33s          
  |+++++++++                                         | 18% ~32s          
  |++++++++++                                        | 19% ~32s          
  |++++++++++                                        | 20% ~31s          
  |+++++++++++                                       | 21% ~31s          
  |+++++++++++                                       | 22% ~31s          
  |++++++++++++                                      | 23% ~31s          
  |++++++++++++                                      | 24% ~30s          
  |+++++++++++++                                     | 25% ~30s          
  |++++++++++++++                                    | 26% ~30s          
  |++++++++++++++                                    | 27% ~29s          
  |+++++++++++++++                                   | 28% ~29s          
  |+++++++++++++++                                   | 29% ~29s          
  |++++++++++++++++                                  | 30% ~28s          
  |++++++++++++++++                                  | 31% ~28s          
  |+++++++++++++++++                                 | 32% ~27s          
  |+++++++++++++++++                                 | 33% ~27s          
  |++++++++++++++++++                                | 34% ~26s          
  |++++++++++++++++++                                | 35% ~26s          
  |+++++++++++++++++++                               | 36% ~26s          
  |+++++++++++++++++++                               | 38% ~25s          
  |++++++++++++++++++++                              | 39% ~25s          
  |++++++++++++++++++++                              | 40% ~24s          
  |+++++++++++++++++++++                             | 41% ~24s          
  |+++++++++++++++++++++                             | 42% ~24s          
  |++++++++++++++++++++++                            | 43% ~23s          
  |++++++++++++++++++++++                            | 44% ~23s          
  |+++++++++++++++++++++++                           | 45% ~22s          
  |+++++++++++++++++++++++                           | 46% ~22s          
  |++++++++++++++++++++++++                          | 47% ~22s          
  |++++++++++++++++++++++++                          | 48% ~21s          
  |+++++++++++++++++++++++++                         | 49% ~21s          
  |+++++++++++++++++++++++++                         | 50% ~20s          
  |++++++++++++++++++++++++++                        | 51% ~20s          
  |+++++++++++++++++++++++++++                       | 52% ~20s          
  |+++++++++++++++++++++++++++                       | 53% ~19s          
  |++++++++++++++++++++++++++++                      | 54% ~19s          
  |++++++++++++++++++++++++++++                      | 55% ~18s          
  |+++++++++++++++++++++++++++++                     | 56% ~18s          
  |+++++++++++++++++++++++++++++                     | 57% ~18s          
  |++++++++++++++++++++++++++++++                    | 58% ~17s          
  |++++++++++++++++++++++++++++++                    | 59% ~17s          
  |+++++++++++++++++++++++++++++++                   | 60% ~16s          
  |+++++++++++++++++++++++++++++++                   | 61% ~16s          
  |++++++++++++++++++++++++++++++++                  | 62% ~15s          
  |++++++++++++++++++++++++++++++++                  | 64% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~15s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~14s          
  |++++++++++++++++++++++++++++++++++                | 67% ~14s          
  |++++++++++++++++++++++++++++++++++                | 68% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~13s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~12s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~12s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~11s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~11s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~10s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~10s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~09s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=42s  
Calculating cluster 9

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 03s      
  |++                                                | 2 % ~03m 07s      
  |++                                                | 3 % ~03m 17s      
  |+++                                               | 4 % ~03m 15s      
  |+++                                               | 5 % ~03m 13s      
  |++++                                              | 6 % ~03m 12s      
  |++++                                              | 7 % ~03m 10s      
  |+++++                                             | 8 % ~03m 09s      
  |+++++                                             | 9 % ~03m 07s      
  |++++++                                            | 10% ~03m 06s      
  |++++++                                            | 11% ~03m 05s      
  |+++++++                                           | 12% ~03m 04s      
  |+++++++                                           | 14% ~03m 03s      
  |++++++++                                          | 15% ~03m 02s      
  |++++++++                                          | 16% ~03m 00s      
  |+++++++++                                         | 17% ~02m 58s      
  |+++++++++                                         | 18% ~02m 56s      
  |++++++++++                                        | 19% ~02m 55s      
  |++++++++++                                        | 20% ~02m 53s      
  |+++++++++++                                       | 21% ~02m 51s      
  |+++++++++++                                       | 22% ~02m 49s      
  |++++++++++++                                      | 23% ~02m 48s      
  |++++++++++++                                      | 24% ~02m 46s      
  |+++++++++++++                                     | 25% ~02m 43s      
  |++++++++++++++                                    | 26% ~02m 39s      
  |++++++++++++++                                    | 27% ~02m 35s      
  |+++++++++++++++                                   | 28% ~02m 31s      
  |+++++++++++++++                                   | 29% ~02m 28s      
  |++++++++++++++++                                  | 30% ~02m 25s      
  |++++++++++++++++                                  | 31% ~02m 21s      
  |+++++++++++++++++                                 | 32% ~02m 18s      
  |+++++++++++++++++                                 | 33% ~02m 15s      
  |++++++++++++++++++                                | 34% ~02m 13s      
  |++++++++++++++++++                                | 35% ~02m 10s      
  |+++++++++++++++++++                               | 36% ~02m 07s      
  |+++++++++++++++++++                               | 38% ~02m 04s      
  |++++++++++++++++++++                              | 39% ~02m 02s      
  |++++++++++++++++++++                              | 40% ~01m 59s      
  |+++++++++++++++++++++                             | 41% ~01m 57s      
  |+++++++++++++++++++++                             | 42% ~01m 54s      
  |++++++++++++++++++++++                            | 43% ~01m 52s      
  |++++++++++++++++++++++                            | 44% ~01m 49s      
  |+++++++++++++++++++++++                           | 45% ~01m 47s      
  |+++++++++++++++++++++++                           | 46% ~01m 45s      
  |++++++++++++++++++++++++                          | 47% ~01m 42s      
  |++++++++++++++++++++++++                          | 48% ~01m 40s      
  |+++++++++++++++++++++++++                         | 49% ~01m 38s      
  |+++++++++++++++++++++++++                         | 50% ~01m 36s      
  |++++++++++++++++++++++++++                        | 51% ~01m 33s      
  |+++++++++++++++++++++++++++                       | 52% ~01m 31s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 29s      
  |++++++++++++++++++++++++++++                      | 54% ~01m 27s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 25s      
  |+++++++++++++++++++++++++++++                     | 56% ~01m 22s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 20s      
  |++++++++++++++++++++++++++++++                    | 58% ~01m 18s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 16s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 14s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 12s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 10s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 08s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 06s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 04s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 02s      
  |++++++++++++++++++++++++++++++++++                | 68% ~60s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~58s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~56s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~54s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~52s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~50s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~48s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~46s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~44s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~42s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~40s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~38s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~36s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~34s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~30s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~27s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~18s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 57s
Calculating cluster 10

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 06s      
  |++                                                | 2 % ~03m 01s      
  |++                                                | 3 % ~02m 59s      
  |+++                                               | 4 % ~02m 58s      
  |+++                                               | 5 % ~02m 55s      
  |++++                                              | 6 % ~02m 54s      
  |++++                                              | 8 % ~02m 51s      
  |+++++                                             | 9 % ~02m 48s      
  |+++++                                             | 10% ~02m 46s      
  |++++++                                            | 11% ~02m 43s      
  |++++++                                            | 12% ~02m 41s      
  |+++++++                                           | 13% ~02m 40s      
  |+++++++                                           | 14% ~02m 38s      
  |++++++++                                          | 15% ~02m 37s      
  |+++++++++                                         | 16% ~02m 35s      
  |+++++++++                                         | 17% ~02m 33s      
  |++++++++++                                        | 18% ~02m 31s      
  |++++++++++                                        | 19% ~02m 29s      
  |+++++++++++                                       | 20% ~02m 24s      
  |+++++++++++                                       | 22% ~02m 20s      
  |++++++++++++                                      | 23% ~02m 16s      
  |++++++++++++                                      | 24% ~02m 12s      
  |+++++++++++++                                     | 25% ~02m 09s      
  |+++++++++++++                                     | 26% ~02m 06s      
  |++++++++++++++                                    | 27% ~02m 03s      
  |++++++++++++++                                    | 28% ~01m 60s      
  |+++++++++++++++                                   | 29% ~01m 57s      
  |++++++++++++++++                                  | 30% ~01m 54s      
  |++++++++++++++++                                  | 31% ~01m 52s      
  |+++++++++++++++++                                 | 32% ~01m 49s      
  |+++++++++++++++++                                 | 33% ~01m 47s      
  |++++++++++++++++++                                | 34% ~01m 45s      
  |++++++++++++++++++                                | 35% ~01m 43s      
  |+++++++++++++++++++                               | 37% ~01m 40s      
  |+++++++++++++++++++                               | 38% ~01m 38s      
  |++++++++++++++++++++                              | 39% ~01m 36s      
  |++++++++++++++++++++                              | 40% ~01m 34s      
  |+++++++++++++++++++++                             | 41% ~01m 32s      
  |+++++++++++++++++++++                             | 42% ~01m 30s      
  |++++++++++++++++++++++                            | 43% ~01m 28s      
  |+++++++++++++++++++++++                           | 44% ~01m 26s      
  |+++++++++++++++++++++++                           | 45% ~01m 24s      
  |++++++++++++++++++++++++                          | 46% ~01m 22s      
  |++++++++++++++++++++++++                          | 47% ~01m 20s      
  |+++++++++++++++++++++++++                         | 48% ~01m 19s      
  |+++++++++++++++++++++++++                         | 49% ~01m 17s      
  |++++++++++++++++++++++++++                        | 51% ~01m 15s      
  |++++++++++++++++++++++++++                        | 52% ~01m 13s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 11s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 10s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 08s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 06s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 04s      
  |++++++++++++++++++++++++++++++                    | 58% ~01m 03s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 01s      
  |+++++++++++++++++++++++++++++++                   | 60% ~59s          
  |+++++++++++++++++++++++++++++++                   | 61% ~57s          
  |++++++++++++++++++++++++++++++++                  | 62% ~56s          
  |++++++++++++++++++++++++++++++++                  | 63% ~54s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 16s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 13s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 10s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 08s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 05s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 00s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~58s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~56s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~53s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~51s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~49s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~46s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~44s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~42s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~37s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~26s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~24s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~22s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~20s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 20s
Calculating cluster 11

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~05m 34s      
  |++                                                | 2 % ~05m 29s      
  |++                                                | 3 % ~05m 26s      
  |+++                                               | 4 % ~05m 23s      
  |+++                                               | 5 % ~05m 22s      
  |++++                                              | 6 % ~05m 19s      
  |++++                                              | 7 % ~05m 16s      
  |+++++                                             | 8 % ~05m 14s      
  |+++++                                             | 9 % ~05m 13s      
  |++++++                                            | 10% ~05m 10s      
  |++++++                                            | 11% ~05m 07s      
  |+++++++                                           | 12% ~05m 04s      
  |+++++++                                           | 13% ~04m 60s      
  |++++++++                                          | 14% ~04m 56s      
  |++++++++                                          | 15% ~04m 53s      
  |+++++++++                                         | 16% ~04m 50s      
  |+++++++++                                         | 18% ~08m 01s      
  |++++++++++                                        | 19% ~07m 47s      
  |++++++++++                                        | 20% ~07m 34s      
  |+++++++++++                                       | 21% ~07m 24s      
  |+++++++++++                                       | 22% ~07m 14s      
  |++++++++++++                                      | 23% ~07m 04s      
  |++++++++++++                                      | 24% ~06m 56s      
  |+++++++++++++                                     | 25% ~06m 48s      
  |+++++++++++++                                     | 26% ~06m 40s      
  |++++++++++++++                                    | 27% ~06m 33s      
  |++++++++++++++                                    | 28% ~06m 26s      
  |+++++++++++++++                                   | 29% ~06m 20s      
  |+++++++++++++++                                   | 30% ~06m 13s      
  |++++++++++++++++                                  | 31% ~06m 06s      
  |++++++++++++++++                                  | 32% ~05m 60s      
  |+++++++++++++++++                                 | 33% ~05m 54s      
  |++++++++++++++++++                                | 34% ~05m 48s      
  |++++++++++++++++++                                | 35% ~05m 39s      
  |+++++++++++++++++++                               | 36% ~05m 31s      
  |+++++++++++++++++++                               | 37% ~05m 23s      
  |++++++++++++++++++++                              | 38% ~05m 14s      
  |++++++++++++++++++++                              | 39% ~05m 06s      
  |+++++++++++++++++++++                             | 40% ~04m 59s      
  |+++++++++++++++++++++                             | 41% ~04m 51s      
  |++++++++++++++++++++++                            | 42% ~04m 44s      
  |++++++++++++++++++++++                            | 43% ~04m 37s      
  |+++++++++++++++++++++++                           | 44% ~04m 30s      
  |+++++++++++++++++++++++                           | 45% ~04m 24s      
  |++++++++++++++++++++++++                          | 46% ~04m 17s      
  |++++++++++++++++++++++++                          | 47% ~04m 11s      
  |+++++++++++++++++++++++++                         | 48% ~04m 05s      
  |+++++++++++++++++++++++++                         | 49% ~03m 58s      
  |++++++++++++++++++++++++++                        | 51% ~03m 52s      
  |++++++++++++++++++++++++++                        | 52% ~03m 46s      
  |+++++++++++++++++++++++++++                       | 53% ~03m 41s      
  |+++++++++++++++++++++++++++                       | 54% ~03m 35s      
  |++++++++++++++++++++++++++++                      | 55% ~03m 29s      
  |++++++++++++++++++++++++++++                      | 56% ~03m 24s      
  |+++++++++++++++++++++++++++++                     | 57% ~03m 18s      
  |+++++++++++++++++++++++++++++                     | 58% ~03m 13s      
  |++++++++++++++++++++++++++++++                    | 59% ~03m 07s      
  |++++++++++++++++++++++++++++++                    | 60% ~03m 02s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 57s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 52s      
  |++++++++++++++++++++++++++++++++                  | 63% ~02m 46s      
  |++++++++++++++++++++++++++++++++                  | 64% ~02m 41s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~02m 36s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~02m 31s      
  |++++++++++++++++++++++++++++++++++                | 67% ~02m 57s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~02m 50s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~02m 44s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~02m 39s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~02m 33s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~02m 27s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~02m 21s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~02m 16s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~02m 10s      
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~02m 05s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 59s      
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~01m 54s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 48s      
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~01m 43s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 37s      
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~01m 32s      
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~01m 26s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01m 21s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01m 09s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01m 04s      
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~58s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~53s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~47s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~42s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=08m 14s
Calculating cluster 12

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 00s      
  |++                                                | 2 % ~41m 36s      
  |++                                                | 3 % ~28m 37s      
  |+++                                               | 4 % ~22m 10s      
  |+++                                               | 5 % ~18m 18s      
  |++++                                              | 6 % ~15m 44s      
  |++++                                              | 7 % ~13m 52s      
  |+++++                                             | 8 % ~12m 30s      
  |+++++                                             | 9 % ~11m 27s      
  |++++++                                            | 10% ~10m 35s      
  |++++++                                            | 11% ~09m 52s      
  |+++++++                                           | 12% ~09m 16s      
  |+++++++                                           | 13% ~08m 46s      
  |++++++++                                          | 14% ~08m 20s      
  |++++++++                                          | 15% ~07m 57s      
  |+++++++++                                         | 16% ~07m 37s      
  |+++++++++                                         | 17% ~07m 19s      
  |++++++++++                                        | 18% ~07m 03s      
  |++++++++++                                        | 19% ~06m 48s      
  |+++++++++++                                       | 20% ~06m 35s      
  |+++++++++++                                       | 21% ~06m 22s      
  |++++++++++++                                      | 22% ~06m 10s      
  |++++++++++++                                      | 23% ~05m 60s      
  |+++++++++++++                                     | 24% ~05m 49s      
  |+++++++++++++                                     | 25% ~05m 40s      
  |++++++++++++++                                    | 26% ~05m 31s      
  |++++++++++++++                                    | 27% ~05m 22s      
  |+++++++++++++++                                   | 28% ~05m 15s      
  |+++++++++++++++                                   | 29% ~05m 07s      
  |++++++++++++++++                                  | 30% ~05m 01s      
  |++++++++++++++++                                  | 31% ~04m 54s      
  |+++++++++++++++++                                 | 32% ~04m 46s      
  |+++++++++++++++++                                 | 33% ~04m 37s      
  |++++++++++++++++++                                | 34% ~04m 28s      
  |++++++++++++++++++                                | 35% ~04m 20s      
  |+++++++++++++++++++                               | 36% ~04m 12s      
  |+++++++++++++++++++                               | 37% ~04m 04s      
  |++++++++++++++++++++                              | 38% ~03m 57s      
  |++++++++++++++++++++                              | 39% ~03m 50s      
  |+++++++++++++++++++++                             | 40% ~03m 44s      
  |+++++++++++++++++++++                             | 41% ~03m 37s      
  |++++++++++++++++++++++                            | 42% ~03m 31s      
  |++++++++++++++++++++++                            | 43% ~03m 25s      
  |+++++++++++++++++++++++                           | 44% ~03m 19s      
  |+++++++++++++++++++++++                           | 45% ~03m 14s      
  |++++++++++++++++++++++++                          | 46% ~03m 08s      
  |++++++++++++++++++++++++                          | 47% ~03m 03s      
  |+++++++++++++++++++++++++                         | 48% ~02m 58s      
  |+++++++++++++++++++++++++                         | 49% ~02m 53s      
  |++++++++++++++++++++++++++                        | 51% ~02m 48s      
  |++++++++++++++++++++++++++                        | 52% ~02m 44s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 39s      
  |+++++++++++++++++++++++++++                       | 54% ~02m 34s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 30s      
  |++++++++++++++++++++++++++++                      | 56% ~02m 26s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 21s      
  |+++++++++++++++++++++++++++++                     | 58% ~02m 17s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 13s      
  |++++++++++++++++++++++++++++++                    | 60% ~02m 09s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 05s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 01s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 58s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 54s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 50s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 46s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 43s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 39s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 36s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 32s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 29s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 25s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 22s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 12s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 09s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 06s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 02s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~56s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~01m 07s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~55s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~51s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~48s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~44s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~36s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~33s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~22s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 51s
Calculating cluster 13

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~02m 44s      
  |++                                                | 2 % ~02m 46s      
  |++                                                | 3 % ~02m 43s      
  |+++                                               | 4 % ~02m 40s      
  |+++                                               | 5 % ~02m 38s      
  |++++                                              | 6 % ~02m 43s      
  |++++                                              | 7 % ~02m 41s      
  |+++++                                             | 8 % ~02m 39s      
  |+++++                                             | 9 % ~02m 37s      
  |++++++                                            | 10% ~02m 35s      
  |++++++                                            | 11% ~02m 34s      
  |+++++++                                           | 12% ~02m 32s      
  |+++++++                                           | 14% ~02m 31s      
  |++++++++                                          | 15% ~02m 29s      
  |++++++++                                          | 16% ~02m 27s      
  |+++++++++                                         | 17% ~02m 26s      
  |+++++++++                                         | 18% ~02m 25s      
  |++++++++++                                        | 19% ~02m 24s      
  |++++++++++                                        | 20% ~02m 22s      
  |+++++++++++                                       | 21% ~02m 21s      
  |+++++++++++                                       | 22% ~02m 19s      
  |++++++++++++                                      | 23% ~02m 15s      
  |++++++++++++                                      | 24% ~02m 10s      
  |+++++++++++++                                     | 25% ~02m 06s      
  |++++++++++++++                                    | 26% ~02m 02s      
  |++++++++++++++                                    | 27% ~01m 58s      
  |+++++++++++++++                                   | 28% ~01m 55s      
  |+++++++++++++++                                   | 29% ~01m 52s      
  |++++++++++++++++                                  | 30% ~01m 49s      
  |++++++++++++++++                                  | 31% ~01m 46s      
  |+++++++++++++++++                                 | 32% ~01m 43s      
  |+++++++++++++++++                                 | 33% ~01m 40s      
  |++++++++++++++++++                                | 34% ~01m 38s      
  |++++++++++++++++++                                | 35% ~01m 35s      
  |+++++++++++++++++++                               | 36% ~01m 33s      
  |+++++++++++++++++++                               | 38% ~01m 31s      
  |++++++++++++++++++++                              | 39% ~01m 29s      
  |++++++++++++++++++++                              | 40% ~01m 26s      
  |+++++++++++++++++++++                             | 41% ~01m 24s      
  |+++++++++++++++++++++                             | 42% ~01m 22s      
  |++++++++++++++++++++++                            | 43% ~01m 20s      
  |++++++++++++++++++++++                            | 44% ~01m 18s      
  |+++++++++++++++++++++++                           | 45% ~01m 17s      
  |+++++++++++++++++++++++                           | 46% ~01m 15s      
  |++++++++++++++++++++++++                          | 47% ~01m 13s      
  |++++++++++++++++++++++++                          | 48% ~01m 11s      
  |+++++++++++++++++++++++++                         | 49% ~01m 09s      
  |+++++++++++++++++++++++++                         | 50% ~01m 08s      
  |++++++++++++++++++++++++++                        | 51% ~01m 06s      
  |+++++++++++++++++++++++++++                       | 52% ~01m 04s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 03s      
  |++++++++++++++++++++++++++++                      | 54% ~01m 01s      
  |++++++++++++++++++++++++++++                      | 55% ~60s          
  |+++++++++++++++++++++++++++++                     | 56% ~58s          
  |+++++++++++++++++++++++++++++                     | 57% ~56s          
  |++++++++++++++++++++++++++++++                    | 58% ~55s          
  |++++++++++++++++++++++++++++++                    | 59% ~01m 28s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 25s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 22s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 19s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 16s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 14s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 11s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 09s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 06s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 04s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 01s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~59s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~57s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~54s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~52s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~50s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~48s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~45s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~43s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~41s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~39s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~37s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~28s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~24s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~20s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 10s
Calculating cluster 14

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~04m 51s      
  |++                                                | 2 % ~04m 46s      
  |++                                                | 3 % ~04m 47s      
  |+++                                               | 4 % ~04m 47s      
  |+++                                               | 5 % ~04m 47s      
  |++++                                              | 6 % ~04m 44s      
  |++++                                              | 7 % ~04m 42s      
  |+++++                                             | 8 % ~04m 41s      
  |+++++                                             | 9 % ~04m 29s      
  |++++++                                            | 10% ~04m 14s      
  |++++++                                            | 11% ~04m 01s      
  |+++++++                                           | 12% ~03m 51s      
  |+++++++                                           | 13% ~03m 42s      
  |++++++++                                          | 14% ~03m 35s      
  |++++++++                                          | 15% ~03m 28s      
  |+++++++++                                         | 16% ~03m 22s      
  |+++++++++                                         | 17% ~03m 17s      
  |++++++++++                                        | 18% ~03m 12s      
  |++++++++++                                        | 19% ~03m 08s      
  |+++++++++++                                       | 20% ~03m 03s      
  |+++++++++++                                       | 21% ~02m 59s      
  |++++++++++++                                      | 22% ~02m 56s      
  |++++++++++++                                      | 23% ~02m 52s      
  |+++++++++++++                                     | 24% ~02m 50s      
  |+++++++++++++                                     | 26% ~02m 46s      
  |++++++++++++++                                    | 27% ~02m 43s      
  |++++++++++++++                                    | 28% ~02m 40s      
  |+++++++++++++++                                   | 29% ~02m 37s      
  |+++++++++++++++                                   | 30% ~04m 30s      
  |++++++++++++++++                                  | 31% ~04m 22s      
  |++++++++++++++++                                  | 32% ~04m 15s      
  |+++++++++++++++++                                 | 33% ~04m 08s      
  |+++++++++++++++++                                 | 34% ~04m 01s      
  |++++++++++++++++++                                | 35% ~03m 55s      
  |++++++++++++++++++                                | 36% ~03m 49s      
  |+++++++++++++++++++                               | 37% ~03m 44s      
  |+++++++++++++++++++                               | 38% ~03m 38s      
  |++++++++++++++++++++                              | 39% ~03m 33s      
  |++++++++++++++++++++                              | 40% ~03m 29s      
  |+++++++++++++++++++++                             | 41% ~03m 24s      
  |+++++++++++++++++++++                             | 42% ~03m 19s      
  |++++++++++++++++++++++                            | 43% ~03m 14s      
  |++++++++++++++++++++++                            | 44% ~03m 10s      
  |+++++++++++++++++++++++                           | 45% ~03m 06s      
  |+++++++++++++++++++++++                           | 46% ~03m 02s      
  |++++++++++++++++++++++++                          | 47% ~02m 58s      
  |++++++++++++++++++++++++                          | 48% ~02m 54s      
  |+++++++++++++++++++++++++                         | 49% ~02m 50s      
  |+++++++++++++++++++++++++                         | 50% ~02m 46s      
  |++++++++++++++++++++++++++                        | 51% ~02m 42s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 38s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 35s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 31s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 28s      
  |+++++++++++++++++++++++++++++                     | 56% ~02m 24s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 20s      
  |++++++++++++++++++++++++++++++                    | 58% ~02m 17s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 13s      
  |+++++++++++++++++++++++++++++++                   | 60% ~02m 10s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 06s      
  |++++++++++++++++++++++++++++++++                  | 62% ~02m 03s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 60s      
  |+++++++++++++++++++++++++++++++++                 | 64% ~01m 56s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 53s      
  |++++++++++++++++++++++++++++++++++                | 66% ~01m 49s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 45s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 41s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 37s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 34s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 30s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 26s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 22s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 15s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 12s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 08s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 05s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 01s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~58s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~55s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~51s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~48s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~45s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~42s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~39s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~36s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 39s
Calculating cluster 15

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 37s      
  |++                                                | 2 % ~01m 37s      
  |++                                                | 3 % ~01m 37s      
  |+++                                               | 4 % ~01m 37s      
  |+++                                               | 5 % ~01m 37s      
  |++++                                              | 6 % ~01m 38s      
  |++++                                              | 8 % ~01m 38s      
  |+++++                                             | 9 % ~01m 39s      
  |+++++                                             | 10% ~01m 39s      
  |++++++                                            | 11% ~01m 39s      
  |++++++                                            | 12% ~01m 39s      
  |+++++++                                           | 13% ~01m 39s      
  |+++++++                                           | 14% ~01m 38s      
  |++++++++                                          | 15% ~01m 38s      
  |+++++++++                                         | 16% ~01m 38s      
  |+++++++++                                         | 17% ~01m 38s      
  |++++++++++                                        | 18% ~01m 37s      
  |++++++++++                                        | 19% ~01m 37s      
  |+++++++++++                                       | 20% ~01m 36s      
  |+++++++++++                                       | 22% ~01m 35s      
  |++++++++++++                                      | 23% ~01m 34s      
  |++++++++++++                                      | 24% ~01m 34s      
  |+++++++++++++                                     | 25% ~01m 33s      
  |+++++++++++++                                     | 26% ~01m 32s      
  |++++++++++++++                                    | 27% ~01m 31s      
  |++++++++++++++                                    | 28% ~01m 31s      
  |+++++++++++++++                                   | 29% ~01m 30s      
  |++++++++++++++++                                  | 30% ~01m 29s      
  |++++++++++++++++                                  | 31% ~01m 28s      
  |+++++++++++++++++                                 | 32% ~01m 27s      
  |+++++++++++++++++                                 | 33% ~01m 26s      
  |++++++++++++++++++                                | 34% ~01m 25s      
  |++++++++++++++++++                                | 35% ~01m 24s      
  |+++++++++++++++++++                               | 37% ~01m 23s      
  |+++++++++++++++++++                               | 38% ~01m 22s      
  |++++++++++++++++++++                              | 39% ~01m 21s      
  |++++++++++++++++++++                              | 40% ~01m 20s      
  |+++++++++++++++++++++                             | 41% ~01m 19s      
  |+++++++++++++++++++++                             | 42% ~01m 18s      
  |++++++++++++++++++++++                            | 43% ~01m 17s      
  |+++++++++++++++++++++++                           | 44% ~01m 15s      
  |+++++++++++++++++++++++                           | 45% ~01m 14s      
  |++++++++++++++++++++++++                          | 46% ~01m 13s      
  |++++++++++++++++++++++++                          | 47% ~01m 12s      
  |+++++++++++++++++++++++++                         | 48% ~01m 11s      
  |+++++++++++++++++++++++++                         | 49% ~01m 09s      
  |++++++++++++++++++++++++++                        | 51% ~01m 08s      
  |++++++++++++++++++++++++++                        | 52% ~01m 07s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 06s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 04s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 03s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 02s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 00s      
  |++++++++++++++++++++++++++++++                    | 58% ~59s          
  |++++++++++++++++++++++++++++++                    | 59% ~58s          
  |+++++++++++++++++++++++++++++++                   | 60% ~56s          
  |+++++++++++++++++++++++++++++++                   | 61% ~55s          
  |++++++++++++++++++++++++++++++++                  | 62% ~54s          
  |++++++++++++++++++++++++++++++++                  | 63% ~52s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~51s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~49s          
  |++++++++++++++++++++++++++++++++++                | 67% ~48s          
  |++++++++++++++++++++++++++++++++++                | 68% ~46s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~44s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~42s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~40s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~39s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~37s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~35s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~34s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~32s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~30s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~29s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~26s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~20s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 05s
Calculating cluster 16

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~04m 05s      
  |++                                                | 2 % ~03m 51s      
  |++                                                | 3 % ~03m 49s      
  |+++                                               | 4 % ~03m 50s      
  |+++                                               | 5 % ~03m 53s      
  |++++                                              | 6 % ~03m 52s      
  |++++                                              | 7 % ~03m 52s      
  |+++++                                             | 9 % ~03m 53s      
  |+++++                                             | 10% ~03m 53s      
  |++++++                                            | 11% ~03m 52s      
  |++++++                                            | 12% ~03m 51s      
  |+++++++                                           | 13% ~03m 51s      
  |+++++++                                           | 14% ~03m 50s      
  |++++++++                                          | 15% ~03m 49s      
  |++++++++                                          | 16% ~03m 50s      
  |+++++++++                                         | 17% ~03m 52s      
  |++++++++++                                        | 18% ~03m 51s      
  |++++++++++                                        | 19% ~03m 51s      
  |+++++++++++                                       | 20% ~03m 50s      
  |+++++++++++                                       | 21% ~03m 49s      
  |++++++++++++                                      | 22% ~03m 47s      
  |++++++++++++                                      | 23% ~03m 44s      
  |+++++++++++++                                     | 24% ~03m 42s      
  |+++++++++++++                                     | 26% ~03m 40s      
  |++++++++++++++                                    | 27% ~03m 37s      
  |++++++++++++++                                    | 28% ~03m 35s      
  |+++++++++++++++                                   | 29% ~03m 33s      
  |+++++++++++++++                                   | 30% ~03m 31s      
  |++++++++++++++++                                  | 31% ~03m 29s      
  |++++++++++++++++                                  | 32% ~03m 26s      
  |+++++++++++++++++                                 | 33% ~03m 24s      
  |++++++++++++++++++                                | 34% ~03m 22s      
  |++++++++++++++++++                                | 35% ~03m 20s      
  |+++++++++++++++++++                               | 36% ~03m 15s      
  |+++++++++++++++++++                               | 37% ~03m 10s      
  |++++++++++++++++++++                              | 38% ~03m 04s      
  |++++++++++++++++++++                              | 39% ~04m 09s      
  |+++++++++++++++++++++                             | 40% ~04m 02s      
  |+++++++++++++++++++++                             | 41% ~03m 55s      
  |++++++++++++++++++++++                            | 43% ~03m 48s      
  |++++++++++++++++++++++                            | 44% ~03m 42s      
  |+++++++++++++++++++++++                           | 45% ~03m 36s      
  |+++++++++++++++++++++++                           | 46% ~03m 30s      
  |++++++++++++++++++++++++                          | 47% ~03m 25s      
  |++++++++++++++++++++++++                          | 48% ~03m 20s      
  |+++++++++++++++++++++++++                         | 49% ~03m 15s      
  |+++++++++++++++++++++++++                         | 50% ~03m 10s      
  |++++++++++++++++++++++++++                        | 51% ~03m 05s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 60s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 55s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 51s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 46s      
  |+++++++++++++++++++++++++++++                     | 56% ~02m 42s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 37s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 33s      
  |++++++++++++++++++++++++++++++                    | 60% ~02m 29s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 25s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 20s      
  |++++++++++++++++++++++++++++++++                  | 63% ~02m 16s      
  |++++++++++++++++++++++++++++++++                  | 64% ~02m 12s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~02m 08s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~02m 04s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 60s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 56s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 52s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 48s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 44s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 40s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 37s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 33s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 28s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 24s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 11s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~55s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~51s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~47s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~43s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~39s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~36s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~28s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~21s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 21s
Calculating cluster 17

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~19s          
  |++                                                | 2 % ~21s          
  |++                                                | 4 % ~20s          
  |+++                                               | 5 % ~20s          
  |++++                                              | 6 % ~19s          
  |++++                                              | 7 % ~18s          
  |+++++                                             | 9 % ~18s          
  |+++++                                             | 10% ~18s          
  |++++++                                            | 11% ~18s          
  |+++++++                                           | 12% ~17s          
  |+++++++                                           | 13% ~17s          
  |++++++++                                          | 15% ~17s          
  |++++++++                                          | 16% ~17s          
  |+++++++++                                         | 17% ~17s          
  |++++++++++                                        | 18% ~16s          
  |++++++++++                                        | 20% ~16s          
  |+++++++++++                                       | 21% ~16s          
  |+++++++++++                                       | 22% ~16s          
  |++++++++++++                                      | 23% ~15s          
  |+++++++++++++                                     | 24% ~15s          
  |+++++++++++++                                     | 26% ~15s          
  |++++++++++++++                                    | 27% ~15s          
  |+++++++++++++++                                   | 28% ~14s          
  |+++++++++++++++                                   | 29% ~14s          
  |++++++++++++++++                                  | 30% ~14s          
  |++++++++++++++++                                  | 32% ~13s          
  |+++++++++++++++++                                 | 33% ~13s          
  |++++++++++++++++++                                | 34% ~13s          
  |++++++++++++++++++                                | 35% ~13s          
  |+++++++++++++++++++                               | 37% ~13s          
  |+++++++++++++++++++                               | 38% ~12s          
  |++++++++++++++++++++                              | 39% ~12s          
  |+++++++++++++++++++++                             | 40% ~12s          
  |+++++++++++++++++++++                             | 41% ~12s          
  |++++++++++++++++++++++                            | 43% ~11s          
  |++++++++++++++++++++++                            | 44% ~11s          
  |+++++++++++++++++++++++                           | 45% ~11s          
  |++++++++++++++++++++++++                          | 46% ~11s          
  |++++++++++++++++++++++++                          | 48% ~10s          
  |+++++++++++++++++++++++++                         | 49% ~10s          
  |+++++++++++++++++++++++++                         | 50% ~10s          
  |++++++++++++++++++++++++++                        | 51% ~10s          
  |+++++++++++++++++++++++++++                       | 52% ~09s          
  |+++++++++++++++++++++++++++                       | 54% ~09s          
  |++++++++++++++++++++++++++++                      | 55% ~09s          
  |+++++++++++++++++++++++++++++                     | 56% ~09s          
  |+++++++++++++++++++++++++++++                     | 57% ~08s          
  |++++++++++++++++++++++++++++++                    | 59% ~08s          
  |++++++++++++++++++++++++++++++                    | 60% ~08s          
  |+++++++++++++++++++++++++++++++                   | 61% ~08s          
  |++++++++++++++++++++++++++++++++                  | 62% ~08s          
  |++++++++++++++++++++++++++++++++                  | 63% ~07s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~07s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~07s          
  |++++++++++++++++++++++++++++++++++                | 67% ~07s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~06s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~06s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~06s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~05s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~05s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~05s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~04s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~04s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~03s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~02s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~01s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 96% ~01s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~00s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=20s  
Calculating cluster 18

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~02m 37s      
  |++                                                | 2 % ~02m 39s      
  |++                                                | 3 % ~02m 42s      
  |+++                                               | 4 % ~02m 42s      
  |+++                                               | 5 % ~02m 45s      
  |++++                                              | 6 % ~02m 47s      
  |++++                                              | 7 % ~02m 49s      
  |+++++                                             | 8 % ~02m 50s      
  |+++++                                             | 9 % ~02m 50s      
  |++++++                                            | 10% ~02m 50s      
  |++++++                                            | 11% ~02m 51s      
  |+++++++                                           | 12% ~02m 51s      
  |+++++++                                           | 13% ~02m 53s      
  |++++++++                                          | 14% ~02m 53s      
  |++++++++                                          | 15% ~02m 53s      
  |+++++++++                                         | 16% ~02m 53s      
  |+++++++++                                         | 17% ~02m 54s      
  |++++++++++                                        | 18% ~02m 55s      
  |++++++++++                                        | 19% ~02m 57s      
  |+++++++++++                                       | 20% ~02m 56s      
  |+++++++++++                                       | 21% ~02m 55s      
  |++++++++++++                                      | 22% ~02m 53s      
  |++++++++++++                                      | 23% ~02m 52s      
  |+++++++++++++                                     | 24% ~02m 51s      
  |+++++++++++++                                     | 25% ~02m 50s      
  |++++++++++++++                                    | 26% ~02m 48s      
  |++++++++++++++                                    | 27% ~02m 47s      
  |+++++++++++++++                                   | 28% ~02m 45s      
  |+++++++++++++++                                   | 29% ~02m 43s      
  |++++++++++++++++                                  | 30% ~02m 42s      
  |++++++++++++++++                                  | 31% ~02m 40s      
  |+++++++++++++++++                                 | 32% ~02m 38s      
  |+++++++++++++++++                                 | 33% ~02m 36s      
  |++++++++++++++++++                                | 34% ~02m 34s      
  |++++++++++++++++++                                | 35% ~02m 32s      
  |+++++++++++++++++++                               | 36% ~02m 30s      
  |+++++++++++++++++++                               | 37% ~02m 28s      
  |++++++++++++++++++++                              | 38% ~02m 26s      
  |++++++++++++++++++++                              | 39% ~02m 24s      
  |+++++++++++++++++++++                             | 40% ~02m 22s      
  |+++++++++++++++++++++                             | 41% ~02m 20s      
  |++++++++++++++++++++++                            | 42% ~02m 18s      
  |++++++++++++++++++++++                            | 43% ~02m 16s      
  |+++++++++++++++++++++++                           | 44% ~02m 14s      
  |+++++++++++++++++++++++                           | 45% ~02m 12s      
  |++++++++++++++++++++++++                          | 46% ~02m 10s      
  |++++++++++++++++++++++++                          | 47% ~02m 08s      
  |+++++++++++++++++++++++++                         | 48% ~02m 04s      
  |+++++++++++++++++++++++++                         | 49% ~02m 01s      
  |++++++++++++++++++++++++++                        | 51% ~01m 57s      
  |++++++++++++++++++++++++++                        | 52% ~01m 54s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 51s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 47s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 44s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 41s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 38s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 36s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 33s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 30s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 27s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 25s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 22s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 19s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 17s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 14s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 12s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 09s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 05s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 02s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~60s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~58s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~55s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~53s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~51s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~49s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~46s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~44s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~42s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~38s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~27s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~21s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 35s
Calculating cluster 19

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 50s      
  |+                                                 | 2 % ~03m 40s      
  |++                                                | 3 % ~03m 37s      
  |++                                                | 4 % ~03m 45s      
  |+++                                               | 5 % ~03m 44s      
  |+++                                               | 6 % ~03m 43s      
  |++++                                              | 7 % ~03m 43s      
  |++++                                              | 8 % ~03m 42s      
  |+++++                                             | 9 % ~03m 41s      
  |+++++                                             | 10% ~03m 39s      
  |++++++                                            | 11% ~03m 37s      
  |++++++                                            | 12% ~03m 36s      
  |+++++++                                           | 13% ~03m 35s      
  |+++++++                                           | 14% ~03m 34s      
  |++++++++                                          | 15% ~03m 32s      
  |++++++++                                          | 16% ~03m 31s      
  |+++++++++                                         | 17% ~03m 30s      
  |+++++++++                                         | 18% ~03m 28s      
  |++++++++++                                        | 19% ~03m 27s      
  |++++++++++                                        | 20% ~03m 26s      
  |+++++++++++                                       | 21% ~03m 24s      
  |+++++++++++                                       | 22% ~03m 22s      
  |++++++++++++                                      | 23% ~03m 20s      
  |++++++++++++                                      | 24% ~03m 18s      
  |+++++++++++++                                     | 25% ~03m 15s      
  |+++++++++++++                                     | 26% ~03m 14s      
  |++++++++++++++                                    | 27% ~03m 11s      
  |++++++++++++++                                    | 28% ~03m 09s      
  |+++++++++++++++                                   | 29% ~03m 07s      
  |+++++++++++++++                                   | 30% ~03m 06s      
  |++++++++++++++++                                  | 31% ~03m 04s      
  |++++++++++++++++                                  | 32% ~03m 02s      
  |+++++++++++++++++                                 | 33% ~02m 60s      
  |+++++++++++++++++                                 | 34% ~02m 58s      
  |++++++++++++++++++                                | 35% ~02m 56s      
  |++++++++++++++++++                                | 36% ~02m 54s      
  |+++++++++++++++++++                               | 37% ~02m 52s      
  |+++++++++++++++++++                               | 38% ~02m 50s      
  |++++++++++++++++++++                              | 39% ~02m 47s      
  |++++++++++++++++++++                              | 40% ~02m 43s      
  |+++++++++++++++++++++                             | 41% ~02m 38s      
  |+++++++++++++++++++++                             | 42% ~02m 34s      
  |++++++++++++++++++++++                            | 43% ~02m 30s      
  |++++++++++++++++++++++                            | 44% ~02m 25s      
  |+++++++++++++++++++++++                           | 45% ~02m 21s      
  |+++++++++++++++++++++++                           | 46% ~02m 18s      
  |++++++++++++++++++++++++                          | 47% ~02m 14s      
  |++++++++++++++++++++++++                          | 48% ~02m 10s      
  |+++++++++++++++++++++++++                         | 49% ~02m 07s      
  |+++++++++++++++++++++++++                         | 50% ~02m 04s      
  |++++++++++++++++++++++++++                        | 51% ~02m 00s      
  |++++++++++++++++++++++++++                        | 52% ~01m 57s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 54s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 51s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 48s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 45s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 42s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 39s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 37s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 34s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 31s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 29s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 26s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 23s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 21s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 18s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 16s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 45s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 41s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 37s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 33s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 30s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 26s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 23s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 16s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 12s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 09s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 06s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 02s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~56s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~53s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~49s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~46s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~43s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~40s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~34s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~27s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~24s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 01s
Calculating cluster 20

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 58s      
  |++                                                | 2 % ~03m 55s      
  |++                                                | 3 % ~03m 57s      
  |+++                                               | 4 % ~03m 54s      
  |+++                                               | 5 % ~03m 53s      
  |++++                                              | 7 % ~03m 50s      
  |++++                                              | 8 % ~03m 49s      
  |+++++                                             | 9 % ~03m 45s      
  |+++++                                             | 10% ~03m 45s      
  |++++++                                            | 11% ~03m 43s      
  |++++++                                            | 12% ~03m 41s      
  |+++++++                                           | 13% ~03m 40s      
  |++++++++                                          | 14% ~03m 38s      
  |++++++++                                          | 15% ~03m 37s      
  |+++++++++                                         | 16% ~03m 30s      
  |+++++++++                                         | 17% ~03m 21s      
  |++++++++++                                        | 18% ~03m 12s      
  |++++++++++                                        | 20% ~03m 04s      
  |+++++++++++                                       | 21% ~02m 57s      
  |+++++++++++                                       | 22% ~02m 50s      
  |++++++++++++                                      | 23% ~02m 45s      
  |++++++++++++                                      | 24% ~02m 39s      
  |+++++++++++++                                     | 25% ~02m 34s      
  |++++++++++++++                                    | 26% ~02m 29s      
  |++++++++++++++                                    | 27% ~02m 25s      
  |+++++++++++++++                                   | 28% ~02m 21s      
  |+++++++++++++++                                   | 29% ~02m 17s      
  |++++++++++++++++                                  | 30% ~02m 13s      
  |++++++++++++++++                                  | 32% ~02m 10s      
  |+++++++++++++++++                                 | 33% ~02m 07s      
  |+++++++++++++++++                                 | 34% ~02m 03s      
  |++++++++++++++++++                                | 35% ~02m 00s      
  |++++++++++++++++++                                | 36% ~01m 57s      
  |+++++++++++++++++++                               | 37% ~01m 54s      
  |++++++++++++++++++++                              | 38% ~01m 52s      
  |++++++++++++++++++++                              | 39% ~01m 49s      
  |+++++++++++++++++++++                             | 40% ~01m 46s      
  |+++++++++++++++++++++                             | 41% ~01m 44s      
  |++++++++++++++++++++++                            | 42% ~01m 41s      
  |++++++++++++++++++++++                            | 43% ~01m 39s      
  |+++++++++++++++++++++++                           | 45% ~01m 37s      
  |+++++++++++++++++++++++                           | 46% ~02m 51s      
  |++++++++++++++++++++++++                          | 47% ~02m 45s      
  |++++++++++++++++++++++++                          | 48% ~02m 40s      
  |+++++++++++++++++++++++++                         | 49% ~02m 35s      
  |+++++++++++++++++++++++++                         | 50% ~02m 30s      
  |++++++++++++++++++++++++++                        | 51% ~02m 26s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 21s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 17s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 13s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 08s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 04s      
  |+++++++++++++++++++++++++++++                     | 58% ~02m 01s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 57s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 53s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 50s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 46s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 42s      
  |+++++++++++++++++++++++++++++++++                 | 64% ~01m 39s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 35s      
  |++++++++++++++++++++++++++++++++++                | 66% ~01m 32s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 29s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 26s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 22s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 16s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 13s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 10s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~01m 04s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 01s      
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~58s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~55s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~52s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~46s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~43s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~37s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~34s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~28s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 20s
Calculating cluster 21

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~06m 31s      
  |+                                                 | 2 % ~06m 32s      
  |++                                                | 3 % ~06m 34s      
  |++                                                | 4 % ~06m 37s      
  |+++                                               | 5 % ~06m 37s      
  |+++                                               | 6 % ~06m 38s      
  |++++                                              | 7 % ~06m 41s      
  |++++                                              | 8 % ~06m 41s      
  |+++++                                             | 9 % ~17m 33s      
  |+++++                                             | 10% ~16m 25s      
  |++++++                                            | 11% ~15m 32s      
  |++++++                                            | 12% ~14m 49s      
  |+++++++                                           | 13% ~14m 13s      
  |+++++++                                           | 14% ~13m 42s      
  |++++++++                                          | 15% ~13m 15s      
  |++++++++                                          | 16% ~12m 51s      
  |+++++++++                                         | 17% ~12m 32s      
  |+++++++++                                         | 18% ~12m 14s      
  |++++++++++                                        | 19% ~11m 57s      
  |++++++++++                                        | 20% ~11m 42s      
  |+++++++++++                                       | 21% ~11m 27s      
  |+++++++++++                                       | 22% ~11m 13s      
  |++++++++++++                                      | 23% ~11m 00s      
  |++++++++++++                                      | 24% ~10m 48s      
  |+++++++++++++                                     | 25% ~10m 37s      
  |+++++++++++++                                     | 26% ~10m 27s      
  |++++++++++++++                                    | 27% ~10m 17s      
  |++++++++++++++                                    | 28% ~10m 05s      
  |+++++++++++++++                                   | 29% ~09m 45s      
  |+++++++++++++++                                   | 30% ~09m 27s      
  |++++++++++++++++                                  | 31% ~09m 10s      
  |++++++++++++++++                                  | 32% ~08m 55s      
  |+++++++++++++++++                                 | 33% ~08m 40s      
  |+++++++++++++++++                                 | 34% ~08m 26s      
  |++++++++++++++++++                                | 35% ~08m 12s      
  |++++++++++++++++++                                | 36% ~07m 60s      
  |+++++++++++++++++++                               | 37% ~07m 48s      
  |+++++++++++++++++++                               | 38% ~07m 36s      
  |++++++++++++++++++++                              | 39% ~07m 25s      
  |++++++++++++++++++++                              | 40% ~07m 14s      
  |+++++++++++++++++++++                             | 41% ~07m 03s      
  |+++++++++++++++++++++                             | 42% ~06m 53s      
  |++++++++++++++++++++++                            | 43% ~06m 43s      
  |++++++++++++++++++++++                            | 44% ~06m 33s      
  |+++++++++++++++++++++++                           | 45% ~06m 24s      
  |+++++++++++++++++++++++                           | 46% ~06m 14s      
  |++++++++++++++++++++++++                          | 47% ~06m 05s      
  |++++++++++++++++++++++++                          | 48% ~07m 29s      
  |+++++++++++++++++++++++++                         | 49% ~07m 17s      
  |+++++++++++++++++++++++++                         | 50% ~07m 05s      
  |++++++++++++++++++++++++++                        | 51% ~06m 54s      
  |++++++++++++++++++++++++++                        | 52% ~06m 44s      
  |+++++++++++++++++++++++++++                       | 53% ~06m 34s      
  |+++++++++++++++++++++++++++                       | 54% ~06m 24s      
  |++++++++++++++++++++++++++++                      | 55% ~06m 14s      
  |++++++++++++++++++++++++++++                      | 56% ~06m 05s      
  |+++++++++++++++++++++++++++++                     | 57% ~05m 55s      
  |+++++++++++++++++++++++++++++                     | 58% ~05m 46s      
  |++++++++++++++++++++++++++++++                    | 59% ~05m 38s      
  |++++++++++++++++++++++++++++++                    | 60% ~05m 29s      
  |+++++++++++++++++++++++++++++++                   | 61% ~05m 20s      
  |+++++++++++++++++++++++++++++++                   | 62% ~05m 11s      
  |++++++++++++++++++++++++++++++++                  | 63% ~05m 03s      
  |++++++++++++++++++++++++++++++++                  | 64% ~04m 54s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~04m 46s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~04m 38s      
  |++++++++++++++++++++++++++++++++++                | 67% ~04m 30s      
  |++++++++++++++++++++++++++++++++++                | 68% ~04m 20s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~04m 10s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~04m 00s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~03m 51s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~03m 41s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~03m 32s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~03m 23s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~03m 14s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~03m 06s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02m 57s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~02m 49s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~02m 40s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~02m 32s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~02m 24s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~02m 15s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~02m 07s      
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~01m 59s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01m 52s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01m 44s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01m 49s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01m 40s      
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~01m 32s      
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~01m 23s      
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~01m 06s      
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~58s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~41s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=13m 32s
Calculating cluster 22

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~04m 46s      
  |+                                                 | 2 % ~04m 40s      
  |++                                                | 3 % ~04m 35s      
  |++                                                | 4 % ~04m 30s      
  |+++                                               | 5 % ~04m 27s      
  |+++                                               | 6 % ~04m 26s      
  |++++                                              | 7 % ~04m 23s      
  |++++                                              | 8 % ~04m 21s      
  |+++++                                             | 9 % ~04m 20s      
  |+++++                                             | 10% ~04m 19s      
  |++++++                                            | 11% ~04m 17s      
  |++++++                                            | 12% ~04m 15s      
  |+++++++                                           | 13% ~04m 13s      
  |+++++++                                           | 14% ~04m 11s      
  |++++++++                                          | 15% ~04m 09s      
  |++++++++                                          | 16% ~04m 08s      
  |+++++++++                                         | 17% ~04m 05s      
  |+++++++++                                         | 18% ~04m 03s      
  |++++++++++                                        | 19% ~03m 56s      
  |++++++++++                                        | 20% ~03m 47s      
  |+++++++++++                                       | 21% ~03m 38s      
  |+++++++++++                                       | 22% ~03m 31s      
  |++++++++++++                                      | 23% ~03m 24s      
  |++++++++++++                                      | 24% ~03m 17s      
  |+++++++++++++                                     | 25% ~03m 11s      
  |+++++++++++++                                     | 26% ~03m 05s      
  |++++++++++++++                                    | 27% ~03m 00s      
  |++++++++++++++                                    | 28% ~02m 55s      
  |+++++++++++++++                                   | 29% ~02m 51s      
  |+++++++++++++++                                   | 30% ~02m 46s      
  |++++++++++++++++                                  | 31% ~02m 42s      
  |++++++++++++++++                                  | 32% ~02m 38s      
  |+++++++++++++++++                                 | 33% ~04m 52s      
  |+++++++++++++++++                                 | 34% ~04m 43s      
  |++++++++++++++++++                                | 35% ~04m 34s      
  |++++++++++++++++++                                | 36% ~04m 26s      
  |+++++++++++++++++++                               | 37% ~04m 18s      
  |+++++++++++++++++++                               | 38% ~04m 10s      
  |++++++++++++++++++++                              | 39% ~04m 03s      
  |++++++++++++++++++++                              | 40% ~03m 57s      
  |+++++++++++++++++++++                             | 41% ~03m 50s      
  |+++++++++++++++++++++                             | 42% ~03m 44s      
  |++++++++++++++++++++++                            | 43% ~03m 38s      
  |++++++++++++++++++++++                            | 44% ~03m 32s      
  |+++++++++++++++++++++++                           | 45% ~03m 27s      
  |+++++++++++++++++++++++                           | 46% ~03m 22s      
  |++++++++++++++++++++++++                          | 47% ~03m 16s      
  |++++++++++++++++++++++++                          | 48% ~03m 11s      
  |+++++++++++++++++++++++++                         | 49% ~03m 06s      
  |+++++++++++++++++++++++++                         | 50% ~03m 02s      
  |++++++++++++++++++++++++++                        | 51% ~02m 57s      
  |++++++++++++++++++++++++++                        | 52% ~02m 52s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 48s      
  |+++++++++++++++++++++++++++                       | 54% ~02m 43s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 39s      
  |++++++++++++++++++++++++++++                      | 56% ~02m 35s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 31s      
  |+++++++++++++++++++++++++++++                     | 58% ~02m 27s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 23s      
  |++++++++++++++++++++++++++++++                    | 60% ~02m 19s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 15s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 11s      
  |++++++++++++++++++++++++++++++++                  | 63% ~02m 07s      
  |++++++++++++++++++++++++++++++++                  | 64% ~02m 04s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 60s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 56s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 52s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 49s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 45s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 41s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 38s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 34s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 31s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 27s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 24s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 20s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 17s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 13s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 10s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 03s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~60s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~57s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~53s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~49s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~46s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~42s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~39s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 02s
Calculating cluster 23

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 48s      
  |++                                                | 2 % ~01m 45s      
  |++                                                | 3 % ~01m 45s      
  |+++                                               | 4 % ~01m 46s      
  |+++                                               | 5 % ~01m 46s      
  |++++                                              | 7 % ~01m 47s      
  |++++                                              | 8 % ~01m 47s      
  |+++++                                             | 9 % ~01m 48s      
  |+++++                                             | 10% ~01m 49s      
  |++++++                                            | 11% ~01m 49s      
  |+++++++                                           | 12% ~01m 49s      
  |+++++++                                           | 13% ~01m 49s      
  |++++++++                                          | 14% ~01m 48s      
  |++++++++                                          | 15% ~01m 48s      
  |+++++++++                                         | 16% ~01m 48s      
  |+++++++++                                         | 18% ~01m 48s      
  |++++++++++                                        | 19% ~01m 48s      
  |++++++++++                                        | 20% ~01m 48s      
  |+++++++++++                                       | 21% ~01m 47s      
  |+++++++++++                                       | 22% ~01m 47s      
  |++++++++++++                                      | 23% ~01m 46s      
  |+++++++++++++                                     | 24% ~01m 45s      
  |+++++++++++++                                     | 25% ~01m 44s      
  |++++++++++++++                                    | 26% ~01m 44s      
  |++++++++++++++                                    | 27% ~01m 43s      
  |+++++++++++++++                                   | 29% ~01m 42s      
  |+++++++++++++++                                   | 30% ~01m 41s      
  |++++++++++++++++                                  | 31% ~01m 40s      
  |++++++++++++++++                                  | 32% ~01m 39s      
  |+++++++++++++++++                                 | 33% ~01m 38s      
  |++++++++++++++++++                                | 34% ~01m 37s      
  |++++++++++++++++++                                | 35% ~01m 36s      
  |+++++++++++++++++++                               | 36% ~01m 35s      
  |+++++++++++++++++++                               | 37% ~01m 34s      
  |++++++++++++++++++++                              | 38% ~01m 33s      
  |++++++++++++++++++++                              | 40% ~01m 32s      
  |+++++++++++++++++++++                             | 41% ~01m 31s      
  |+++++++++++++++++++++                             | 42% ~01m 30s      
  |++++++++++++++++++++++                            | 43% ~01m 29s      
  |++++++++++++++++++++++                            | 44% ~01m 28s      
  |+++++++++++++++++++++++                           | 45% ~01m 26s      
  |++++++++++++++++++++++++                          | 46% ~01m 25s      
  |++++++++++++++++++++++++                          | 47% ~01m 24s      
  |+++++++++++++++++++++++++                         | 48% ~01m 22s      
  |+++++++++++++++++++++++++                         | 49% ~01m 21s      
  |++++++++++++++++++++++++++                        | 51% ~01m 19s      
  |++++++++++++++++++++++++++                        | 52% ~01m 18s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 16s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 14s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 13s      
  |+++++++++++++++++++++++++++++                     | 56% ~01m 11s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 10s      
  |++++++++++++++++++++++++++++++                    | 58% ~01m 08s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 07s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 05s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 04s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 02s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 00s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~59s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~57s          
  |++++++++++++++++++++++++++++++++++                | 67% ~56s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~54s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~52s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~50s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~49s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~47s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~45s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~44s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~42s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~40s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~38s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~23s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~21s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 34s
Calculating cluster 24

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 38s      
  |++                                                | 2 % ~01m 38s      
  |++                                                | 3 % ~01m 38s      
  |+++                                               | 4 % ~01m 37s      
  |+++                                               | 5 % ~01m 38s      
  |++++                                              | 7 % ~01m 38s      
  |++++                                              | 8 % ~01m 38s      
  |+++++                                             | 9 % ~01m 39s      
  |+++++                                             | 10% ~01m 39s      
  |++++++                                            | 11% ~01m 40s      
  |++++++                                            | 12% ~01m 40s      
  |+++++++                                           | 13% ~01m 40s      
  |++++++++                                          | 14% ~01m 40s      
  |++++++++                                          | 15% ~01m 39s      
  |+++++++++                                         | 16% ~01m 39s      
  |+++++++++                                         | 17% ~01m 38s      
  |++++++++++                                        | 18% ~01m 38s      
  |++++++++++                                        | 20% ~01m 38s      
  |+++++++++++                                       | 21% ~01m 38s      
  |+++++++++++                                       | 22% ~01m 37s      
  |++++++++++++                                      | 23% ~01m 37s      
  |++++++++++++                                      | 24% ~01m 36s      
  |+++++++++++++                                     | 25% ~01m 35s      
  |++++++++++++++                                    | 26% ~01m 35s      
  |++++++++++++++                                    | 27% ~01m 34s      
  |+++++++++++++++                                   | 28% ~01m 33s      
  |+++++++++++++++                                   | 29% ~01m 32s      
  |++++++++++++++++                                  | 30% ~01m 31s      
  |++++++++++++++++                                  | 32% ~01m 31s      
  |+++++++++++++++++                                 | 33% ~01m 30s      
  |+++++++++++++++++                                 | 34% ~01m 29s      
  |++++++++++++++++++                                | 35% ~01m 28s      
  |++++++++++++++++++                                | 36% ~01m 27s      
  |+++++++++++++++++++                               | 37% ~01m 26s      
  |++++++++++++++++++++                              | 38% ~01m 25s      
  |++++++++++++++++++++                              | 39% ~01m 24s      
  |+++++++++++++++++++++                             | 40% ~01m 23s      
  |+++++++++++++++++++++                             | 41% ~01m 22s      
  |++++++++++++++++++++++                            | 42% ~01m 21s      
  |++++++++++++++++++++++                            | 43% ~01m 20s      
  |+++++++++++++++++++++++                           | 45% ~01m 19s      
  |+++++++++++++++++++++++                           | 46% ~01m 17s      
  |++++++++++++++++++++++++                          | 47% ~01m 16s      
  |++++++++++++++++++++++++                          | 48% ~01m 15s      
  |+++++++++++++++++++++++++                         | 49% ~01m 14s      
  |+++++++++++++++++++++++++                         | 50% ~01m 13s      
  |++++++++++++++++++++++++++                        | 51% ~01m 11s      
  |+++++++++++++++++++++++++++                       | 52% ~01m 10s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 09s      
  |++++++++++++++++++++++++++++                      | 54% ~01m 07s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 06s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 04s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 03s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 01s      
  |++++++++++++++++++++++++++++++                    | 60% ~60s          
  |+++++++++++++++++++++++++++++++                   | 61% ~58s          
  |+++++++++++++++++++++++++++++++                   | 62% ~57s          
  |++++++++++++++++++++++++++++++++                  | 63% ~56s          
  |+++++++++++++++++++++++++++++++++                 | 64% ~54s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~53s          
  |++++++++++++++++++++++++++++++++++                | 66% ~51s          
  |++++++++++++++++++++++++++++++++++                | 67% ~50s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~48s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~47s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~45s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~44s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~42s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~40s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~39s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~37s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~36s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~34s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~33s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~31s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~42s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~40s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~34s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~26s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~21s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~19s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 28s
markers_clusters
DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA", group.by= "seurat_clusters", features = top10_clusters$gene) + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.


DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA", group.by= "seurat_clusters", features = top10_clusters$gene) + NoLegend()

Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_sample <- FindAllMarkers(seurat.GBM.Astrocyte, logfc.thresold = 0.25, only.pos = TRUE) %>% filter(p_val_adj < 0.05) 
Calculating cluster 2691-GBM

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 27s      
  |++                                                | 2 % ~03m 23s      
  |++                                                | 3 % ~03m 24s      
  |+++                                               | 4 % ~04m 43s      
  |+++                                               | 5 % ~04m 24s      
  |++++                                              | 6 % ~04m 10s      
  |++++                                              | 7 % ~04m 01s      
  |+++++                                             | 8 % ~03m 54s      
  |+++++                                             | 9 % ~03m 49s      
  |++++++                                            | 10% ~03m 45s      
  |++++++                                            | 11% ~03m 42s      
  |+++++++                                           | 12% ~03m 38s      
  |+++++++                                           | 13% ~03m 35s      
  |++++++++                                          | 14% ~03m 32s      
  |++++++++                                          | 15% ~03m 30s      
  |+++++++++                                         | 16% ~03m 28s      
  |+++++++++                                         | 17% ~03m 27s      
  |++++++++++                                        | 18% ~03m 24s      
  |++++++++++                                        | 19% ~03m 22s      
  |+++++++++++                                       | 20% ~03m 20s      
  |+++++++++++                                       | 21% ~03m 18s      
  |++++++++++++                                      | 22% ~03m 16s      
  |++++++++++++                                      | 23% ~03m 13s      
  |+++++++++++++                                     | 24% ~03m 12s      
  |+++++++++++++                                     | 25% ~03m 09s      
  |++++++++++++++                                    | 26% ~03m 07s      
  |++++++++++++++                                    | 27% ~03m 05s      
  |+++++++++++++++                                   | 28% ~03m 03s      
  |+++++++++++++++                                   | 29% ~03m 01s      
  |++++++++++++++++                                  | 30% ~02m 59s      
  |++++++++++++++++                                  | 31% ~02m 57s      
  |+++++++++++++++++                                 | 32% ~02m 54s      
  |+++++++++++++++++                                 | 33% ~02m 52s      
  |++++++++++++++++++                                | 34% ~02m 49s      
  |++++++++++++++++++                                | 35% ~02m 47s      
  |+++++++++++++++++++                               | 36% ~02m 44s      
  |+++++++++++++++++++                               | 37% ~02m 42s      
  |++++++++++++++++++++                              | 38% ~02m 40s      
  |++++++++++++++++++++                              | 39% ~02m 37s      
  |+++++++++++++++++++++                             | 40% ~02m 35s      
  |+++++++++++++++++++++                             | 41% ~02m 33s      
  |++++++++++++++++++++++                            | 42% ~02m 30s      
  |++++++++++++++++++++++                            | 43% ~02m 28s      
  |+++++++++++++++++++++++                           | 44% ~02m 26s      
  |+++++++++++++++++++++++                           | 45% ~02m 24s      
  |++++++++++++++++++++++++                          | 46% ~02m 21s      
  |++++++++++++++++++++++++                          | 47% ~02m 19s      
  |+++++++++++++++++++++++++                         | 48% ~02m 16s      
  |+++++++++++++++++++++++++                         | 49% ~02m 14s      
  |++++++++++++++++++++++++++                        | 51% ~02m 11s      
  |++++++++++++++++++++++++++                        | 52% ~02m 08s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 04s      
  |+++++++++++++++++++++++++++                       | 54% ~02m 01s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 58s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 55s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 51s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 48s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 45s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 42s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 39s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 36s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 34s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 31s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 28s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 25s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 22s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 20s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 17s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 14s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 12s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 09s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 06s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 04s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 01s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 27s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 23s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 11s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~01m 04s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~60s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~56s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~52s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~45s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~42s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~38s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~34s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~24s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~20s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 30s
Calculating cluster 2691-PDOX

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 58s      
  |++                                                | 2 % ~01m 52s      
  |++                                                | 3 % ~01m 53s      
  |+++                                               | 4 % ~01m 50s      
  |+++                                               | 5 % ~01m 47s      
  |++++                                              | 6 % ~01m 45s      
  |++++                                              | 8 % ~01m 43s      
  |+++++                                             | 9 % ~01m 41s      
  |+++++                                             | 10% ~01m 40s      
  |++++++                                            | 11% ~01m 39s      
  |++++++                                            | 12% ~01m 37s      
  |+++++++                                           | 13% ~01m 36s      
  |+++++++                                           | 14% ~01m 35s      
  |++++++++                                          | 15% ~01m 34s      
  |+++++++++                                         | 16% ~01m 32s      
  |+++++++++                                         | 17% ~01m 31s      
  |++++++++++                                        | 18% ~01m 30s      
  |++++++++++                                        | 19% ~01m 29s      
  |+++++++++++                                       | 20% ~01m 28s      
  |+++++++++++                                       | 22% ~01m 27s      
  |++++++++++++                                      | 23% ~01m 26s      
  |++++++++++++                                      | 24% ~01m 25s      
  |+++++++++++++                                     | 25% ~01m 24s      
  |+++++++++++++                                     | 26% ~01m 23s      
  |++++++++++++++                                    | 27% ~01m 22s      
  |++++++++++++++                                    | 28% ~01m 20s      
  |+++++++++++++++                                   | 29% ~01m 19s      
  |++++++++++++++++                                  | 30% ~01m 18s      
  |++++++++++++++++                                  | 31% ~01m 17s      
  |+++++++++++++++++                                 | 32% ~01m 16s      
  |+++++++++++++++++                                 | 33% ~01m 15s      
  |++++++++++++++++++                                | 34% ~01m 14s      
  |++++++++++++++++++                                | 35% ~01m 13s      
  |+++++++++++++++++++                               | 37% ~01m 12s      
  |+++++++++++++++++++                               | 38% ~01m 11s      
  |++++++++++++++++++++                              | 39% ~01m 09s      
  |++++++++++++++++++++                              | 40% ~01m 08s      
  |+++++++++++++++++++++                             | 41% ~01m 06s      
  |+++++++++++++++++++++                             | 42% ~01m 04s      
  |++++++++++++++++++++++                            | 43% ~01m 03s      
  |+++++++++++++++++++++++                           | 44% ~01m 01s      
  |+++++++++++++++++++++++                           | 45% ~59s          
  |++++++++++++++++++++++++                          | 46% ~58s          
  |++++++++++++++++++++++++                          | 47% ~56s          
  |+++++++++++++++++++++++++                         | 48% ~55s          
  |+++++++++++++++++++++++++                         | 49% ~53s          
  |++++++++++++++++++++++++++                        | 51% ~01m 48s      
  |++++++++++++++++++++++++++                        | 52% ~01m 44s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 41s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 37s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 34s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 31s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 28s      
  |++++++++++++++++++++++++++++++                    | 58% ~01m 25s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 22s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 19s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 16s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 13s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 11s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 08s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 06s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 03s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 01s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~58s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~56s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~54s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~51s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~49s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~47s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~45s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~43s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~40s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~38s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~36s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~34s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~30s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~28s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 88% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 90% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 45s
Calculating cluster 2691-Xeno

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~01m 38s      
  |++                                                | 2 % ~01m 35s      
  |++                                                | 3 % ~01m 33s      
  |+++                                               | 4 % ~01m 33s      
  |+++                                               | 6 % ~01m 31s      
  |++++                                              | 7 % ~01m 30s      
  |++++                                              | 8 % ~01m 28s      
  |+++++                                             | 9 % ~01m 30s      
  |++++++                                            | 10% ~01m 28s      
  |++++++                                            | 11% ~01m 26s      
  |+++++++                                           | 12% ~01m 24s      
  |+++++++                                           | 13% ~01m 23s      
  |++++++++                                          | 15% ~01m 21s      
  |++++++++                                          | 16% ~01m 20s      
  |+++++++++                                         | 17% ~01m 19s      
  |+++++++++                                         | 18% ~01m 18s      
  |++++++++++                                        | 19% ~01m 17s      
  |+++++++++++                                       | 20% ~01m 15s      
  |+++++++++++                                       | 21% ~01m 14s      
  |++++++++++++                                      | 22% ~01m 13s      
  |++++++++++++                                      | 24% ~01m 12s      
  |+++++++++++++                                     | 25% ~01m 11s      
  |+++++++++++++                                     | 26% ~01m 09s      
  |++++++++++++++                                    | 27% ~01m 08s      
  |+++++++++++++++                                   | 28% ~01m 07s      
  |+++++++++++++++                                   | 29% ~01m 06s      
  |++++++++++++++++                                  | 30% ~01m 05s      
  |++++++++++++++++                                  | 31% ~01m 04s      
  |+++++++++++++++++                                 | 33% ~01m 03s      
  |+++++++++++++++++                                 | 34% ~01m 02s      
  |++++++++++++++++++                                | 35% ~01m 01s      
  |++++++++++++++++++                                | 36% ~59s          
  |+++++++++++++++++++                               | 37% ~58s          
  |++++++++++++++++++++                              | 38% ~57s          
  |++++++++++++++++++++                              | 39% ~56s          
  |+++++++++++++++++++++                             | 40% ~55s          
  |+++++++++++++++++++++                             | 42% ~54s          
  |++++++++++++++++++++++                            | 43% ~53s          
  |++++++++++++++++++++++                            | 44% ~52s          
  |+++++++++++++++++++++++                           | 45% ~51s          
  |++++++++++++++++++++++++                          | 46% ~50s          
  |++++++++++++++++++++++++                          | 47% ~48s          
  |+++++++++++++++++++++++++                         | 48% ~47s          
  |+++++++++++++++++++++++++                         | 49% ~46s          
  |++++++++++++++++++++++++++                        | 51% ~44s          
  |++++++++++++++++++++++++++                        | 52% ~43s          
  |+++++++++++++++++++++++++++                       | 53% ~41s          
  |+++++++++++++++++++++++++++                       | 54% ~40s          
  |++++++++++++++++++++++++++++                      | 55% ~39s          
  |+++++++++++++++++++++++++++++                     | 56% ~38s          
  |+++++++++++++++++++++++++++++                     | 57% ~37s          
  |++++++++++++++++++++++++++++++                    | 58% ~35s          
  |++++++++++++++++++++++++++++++                    | 60% ~01m 10s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 08s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 05s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 02s      
  |+++++++++++++++++++++++++++++++++                 | 64% ~60s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~57s          
  |++++++++++++++++++++++++++++++++++                | 66% ~55s          
  |++++++++++++++++++++++++++++++++++                | 67% ~53s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~50s          
  |+++++++++++++++++++++++++++++++++++               | 70% ~48s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~46s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~44s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~42s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~40s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~38s          
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~36s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~34s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~32s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~30s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~28s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~21s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~18s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~16s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 92% ~11s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 94% ~08s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~06s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 16s
Calculating cluster 3752-GBM

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~02m 07s      
  |++                                                | 2 % ~02m 05s      
  |++                                                | 3 % ~02m 05s      
  |+++                                               | 4 % ~02m 03s      
  |+++                                               | 5 % ~02m 01s      
  |++++                                              | 6 % ~02m 00s      
  |++++                                              | 7 % ~01m 59s      
  |+++++                                             | 8 % ~01m 58s      
  |+++++                                             | 9 % ~01m 56s      
  |++++++                                            | 10% ~01m 55s      
  |++++++                                            | 11% ~01m 54s      
  |+++++++                                           | 12% ~01m 53s      
  |+++++++                                           | 13% ~01m 52s      
  |++++++++                                          | 14% ~01m 50s      
  |++++++++                                          | 15% ~01m 49s      
  |+++++++++                                         | 16% ~01m 48s      
  |+++++++++                                         | 17% ~01m 46s      
  |++++++++++                                        | 18% ~01m 45s      
  |++++++++++                                        | 19% ~01m 43s      
  |+++++++++++                                       | 20% ~01m 42s      
  |+++++++++++                                       | 21% ~01m 40s      
  |++++++++++++                                      | 22% ~01m 39s      
  |++++++++++++                                      | 23% ~01m 37s      
  |+++++++++++++                                     | 24% ~01m 36s      
  |+++++++++++++                                     | 25% ~01m 35s      
  |++++++++++++++                                    | 26% ~01m 33s      
  |++++++++++++++                                    | 27% ~01m 32s      
  |+++++++++++++++                                   | 28% ~01m 31s      
  |+++++++++++++++                                   | 29% ~01m 30s      
  |++++++++++++++++                                  | 30% ~01m 28s      
  |++++++++++++++++                                  | 31% ~01m 27s      
  |+++++++++++++++++                                 | 32% ~01m 26s      
  |+++++++++++++++++                                 | 33% ~01m 24s      
  |++++++++++++++++++                                | 34% ~01m 23s      
  |++++++++++++++++++                                | 35% ~01m 22s      
  |+++++++++++++++++++                               | 36% ~01m 21s      
  |+++++++++++++++++++                               | 37% ~01m 20s      
  |++++++++++++++++++++                              | 38% ~01m 18s      
  |++++++++++++++++++++                              | 39% ~01m 17s      
  |+++++++++++++++++++++                             | 40% ~01m 16s      
  |+++++++++++++++++++++                             | 41% ~01m 14s      
  |++++++++++++++++++++++                            | 42% ~01m 13s      
  |++++++++++++++++++++++                            | 43% ~01m 12s      
  |+++++++++++++++++++++++                           | 44% ~01m 10s      
  |+++++++++++++++++++++++                           | 45% ~01m 08s      
  |++++++++++++++++++++++++                          | 46% ~01m 06s      
  |++++++++++++++++++++++++                          | 47% ~01m 05s      
  |+++++++++++++++++++++++++                         | 48% ~01m 03s      
  |+++++++++++++++++++++++++                         | 49% ~01m 01s      
  |++++++++++++++++++++++++++                        | 51% ~60s          
  |++++++++++++++++++++++++++                        | 52% ~58s          
  |+++++++++++++++++++++++++++                       | 53% ~56s          
  |+++++++++++++++++++++++++++                       | 54% ~55s          
  |++++++++++++++++++++++++++++                      | 55% ~53s          
  |++++++++++++++++++++++++++++                      | 56% ~52s          
  |+++++++++++++++++++++++++++++                     | 57% ~51s          
  |+++++++++++++++++++++++++++++                     | 58% ~49s          
  |++++++++++++++++++++++++++++++                    | 59% ~48s          
  |++++++++++++++++++++++++++++++                    | 60% ~46s          
  |+++++++++++++++++++++++++++++++                   | 61% ~45s          
  |+++++++++++++++++++++++++++++++                   | 62% ~44s          
  |++++++++++++++++++++++++++++++++                  | 63% ~42s          
  |++++++++++++++++++++++++++++++++                  | 64% ~41s          
  |+++++++++++++++++++++++++++++++++                 | 65% ~40s          
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 09s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 06s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 04s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 02s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~59s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~57s          
  |++++++++++++++++++++++++++++++++++++              | 72% ~55s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~52s          
  |+++++++++++++++++++++++++++++++++++++             | 74% ~50s          
  |++++++++++++++++++++++++++++++++++++++            | 75% ~48s          
  |++++++++++++++++++++++++++++++++++++++            | 76% ~46s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~44s          
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~42s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~39s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~37s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~33s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~18s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~14s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~11s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~09s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~05s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~04s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=02m 54s
Calculating cluster 3752-Xeno

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 32s      
  |++                                                | 2 % ~03m 26s      
  |++                                                | 3 % ~03m 23s      
  |+++                                               | 4 % ~03m 21s      
  |+++                                               | 5 % ~03m 19s      
  |++++                                              | 6 % ~03m 15s      
  |++++                                              | 7 % ~03m 11s      
  |+++++                                             | 8 % ~03m 08s      
  |+++++                                             | 9 % ~03m 05s      
  |++++++                                            | 10% ~03m 03s      
  |++++++                                            | 11% ~03m 00s      
  |+++++++                                           | 12% ~02m 58s      
  |+++++++                                           | 13% ~02m 57s      
  |++++++++                                          | 14% ~02m 54s      
  |++++++++                                          | 15% ~02m 52s      
  |+++++++++                                         | 16% ~02m 50s      
  |+++++++++                                         | 17% ~02m 48s      
  |++++++++++                                        | 18% ~02m 46s      
  |++++++++++                                        | 19% ~02m 44s      
  |+++++++++++                                       | 20% ~02m 43s      
  |+++++++++++                                       | 21% ~02m 42s      
  |++++++++++++                                      | 22% ~02m 38s      
  |++++++++++++                                      | 23% ~02m 34s      
  |+++++++++++++                                     | 24% ~02m 30s      
  |+++++++++++++                                     | 26% ~02m 27s      
  |++++++++++++++                                    | 27% ~02m 23s      
  |++++++++++++++                                    | 28% ~02m 20s      
  |+++++++++++++++                                   | 29% ~02m 17s      
  |+++++++++++++++                                   | 30% ~02m 14s      
  |++++++++++++++++                                  | 31% ~02m 11s      
  |++++++++++++++++                                  | 32% ~02m 08s      
  |+++++++++++++++++                                 | 33% ~02m 05s      
  |+++++++++++++++++                                 | 34% ~02m 03s      
  |++++++++++++++++++                                | 35% ~02m 00s      
  |++++++++++++++++++                                | 36% ~01m 58s      
  |+++++++++++++++++++                               | 37% ~03m 37s      
  |+++++++++++++++++++                               | 38% ~03m 31s      
  |++++++++++++++++++++                              | 39% ~03m 24s      
  |++++++++++++++++++++                              | 40% ~03m 18s      
  |+++++++++++++++++++++                             | 41% ~03m 13s      
  |+++++++++++++++++++++                             | 42% ~03m 08s      
  |++++++++++++++++++++++                            | 43% ~03m 02s      
  |++++++++++++++++++++++                            | 44% ~02m 57s      
  |+++++++++++++++++++++++                           | 45% ~02m 53s      
  |+++++++++++++++++++++++                           | 46% ~02m 48s      
  |++++++++++++++++++++++++                          | 47% ~02m 44s      
  |++++++++++++++++++++++++                          | 48% ~02m 39s      
  |+++++++++++++++++++++++++                         | 49% ~02m 35s      
  |+++++++++++++++++++++++++                         | 50% ~02m 31s      
  |++++++++++++++++++++++++++                        | 51% ~02m 27s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 23s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 19s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 15s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 11s      
  |+++++++++++++++++++++++++++++                     | 56% ~02m 07s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 04s      
  |++++++++++++++++++++++++++++++                    | 58% ~02m 01s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 57s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 54s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 50s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 47s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 44s      
  |+++++++++++++++++++++++++++++++++                 | 64% ~01m 40s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 37s      
  |++++++++++++++++++++++++++++++++++                | 66% ~01m 34s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 31s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 27s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 24s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 21s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 18s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 15s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 12s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 09s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 04s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 01s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~58s          
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~55s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~52s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~46s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~43s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~41s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~38s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~32s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~29s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~27s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~21s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~18s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~13s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~08s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 10s
Calculating cluster 9119-DIPG

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~02m 46s      
  |++                                                | 2 % ~02m 47s      
  |++                                                | 3 % ~02m 48s      
  |+++                                               | 4 % ~02m 46s      
  |+++                                               | 5 % ~02m 46s      
  |++++                                              | 6 % ~02m 45s      
  |++++                                              | 7 % ~02m 44s      
  |+++++                                             | 8 % ~02m 42s      
  |+++++                                             | 9 % ~02m 42s      
  |++++++                                            | 10% ~02m 42s      
  |++++++                                            | 11% ~02m 41s      
  |+++++++                                           | 12% ~02m 40s      
  |+++++++                                           | 13% ~02m 39s      
  |++++++++                                          | 14% ~02m 37s      
  |++++++++                                          | 15% ~02m 36s      
  |+++++++++                                         | 16% ~02m 35s      
  |+++++++++                                         | 18% ~02m 34s      
  |++++++++++                                        | 19% ~02m 32s      
  |++++++++++                                        | 20% ~02m 31s      
  |+++++++++++                                       | 21% ~02m 30s      
  |+++++++++++                                       | 22% ~02m 29s      
  |++++++++++++                                      | 23% ~02m 28s      
  |++++++++++++                                      | 24% ~02m 27s      
  |+++++++++++++                                     | 25% ~02m 25s      
  |+++++++++++++                                     | 26% ~02m 24s      
  |++++++++++++++                                    | 27% ~02m 22s      
  |++++++++++++++                                    | 28% ~02m 20s      
  |+++++++++++++++                                   | 29% ~02m 18s      
  |+++++++++++++++                                   | 30% ~02m 16s      
  |++++++++++++++++                                  | 31% ~02m 14s      
  |++++++++++++++++                                  | 32% ~02m 12s      
  |+++++++++++++++++                                 | 33% ~02m 11s      
  |++++++++++++++++++                                | 34% ~02m 09s      
  |++++++++++++++++++                                | 35% ~02m 07s      
  |+++++++++++++++++++                               | 36% ~02m 05s      
  |+++++++++++++++++++                               | 37% ~02m 04s      
  |++++++++++++++++++++                              | 38% ~02m 02s      
  |++++++++++++++++++++                              | 39% ~02m 00s      
  |+++++++++++++++++++++                             | 40% ~01m 59s      
  |+++++++++++++++++++++                             | 41% ~01m 57s      
  |++++++++++++++++++++++                            | 42% ~01m 55s      
  |++++++++++++++++++++++                            | 43% ~01m 52s      
  |+++++++++++++++++++++++                           | 44% ~01m 49s      
  |+++++++++++++++++++++++                           | 45% ~01m 46s      
  |++++++++++++++++++++++++                          | 46% ~01m 44s      
  |++++++++++++++++++++++++                          | 47% ~01m 42s      
  |+++++++++++++++++++++++++                         | 48% ~01m 39s      
  |+++++++++++++++++++++++++                         | 49% ~01m 37s      
  |++++++++++++++++++++++++++                        | 51% ~01m 34s      
  |++++++++++++++++++++++++++                        | 52% ~01m 32s      
  |+++++++++++++++++++++++++++                       | 53% ~01m 30s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 27s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 25s      
  |++++++++++++++++++++++++++++                      | 56% ~01m 23s      
  |+++++++++++++++++++++++++++++                     | 57% ~01m 21s      
  |+++++++++++++++++++++++++++++                     | 58% ~01m 19s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 16s      
  |++++++++++++++++++++++++++++++                    | 60% ~01m 14s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 12s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 10s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 08s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 06s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 04s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 02s      
  |++++++++++++++++++++++++++++++++++                | 67% ~60s          
  |+++++++++++++++++++++++++++++++++++               | 68% ~58s          
  |+++++++++++++++++++++++++++++++++++               | 69% ~56s          
  |++++++++++++++++++++++++++++++++++++              | 70% ~54s          
  |++++++++++++++++++++++++++++++++++++              | 71% ~52s          
  |+++++++++++++++++++++++++++++++++++++             | 72% ~50s          
  |+++++++++++++++++++++++++++++++++++++             | 73% ~48s          
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 06s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 03s      
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~60s          
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~57s          
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~54s          
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~51s          
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~48s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~46s          
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~43s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~40s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~38s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~35s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~32s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~30s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~22s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~17s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~15s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~12s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~07s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~02s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=03m 54s
Calculating cluster 9119-PDOX

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~04m 02s      
  |++                                                | 2 % ~04m 00s      
  |++                                                | 3 % ~03m 57s      
  |+++                                               | 4 % ~03m 57s      
  |+++                                               | 5 % ~03m 56s      
  |++++                                              | 6 % ~03m 53s      
  |++++                                              | 7 % ~03m 52s      
  |+++++                                             | 8 % ~03m 51s      
  |+++++                                             | 9 % ~03m 49s      
  |++++++                                            | 10% ~03m 47s      
  |++++++                                            | 11% ~03m 43s      
  |+++++++                                           | 12% ~03m 35s      
  |+++++++                                           | 14% ~03m 28s      
  |++++++++                                          | 15% ~06m 59s      
  |++++++++                                          | 16% ~06m 38s      
  |+++++++++                                         | 17% ~06m 19s      
  |+++++++++                                         | 18% ~06m 04s      
  |++++++++++                                        | 19% ~05m 50s      
  |++++++++++                                        | 20% ~05m 37s      
  |+++++++++++                                       | 21% ~05m 25s      
  |+++++++++++                                       | 22% ~05m 14s      
  |++++++++++++                                      | 23% ~05m 04s      
  |++++++++++++                                      | 24% ~04m 54s      
  |+++++++++++++                                     | 25% ~04m 45s      
  |++++++++++++++                                    | 26% ~04m 37s      
  |++++++++++++++                                    | 27% ~04m 30s      
  |+++++++++++++++                                   | 28% ~04m 22s      
  |+++++++++++++++                                   | 29% ~04m 15s      
  |++++++++++++++++                                  | 30% ~04m 09s      
  |++++++++++++++++                                  | 31% ~04m 03s      
  |+++++++++++++++++                                 | 32% ~03m 57s      
  |+++++++++++++++++                                 | 33% ~03m 51s      
  |++++++++++++++++++                                | 34% ~03m 46s      
  |++++++++++++++++++                                | 35% ~03m 40s      
  |+++++++++++++++++++                               | 36% ~03m 35s      
  |+++++++++++++++++++                               | 38% ~03m 30s      
  |++++++++++++++++++++                              | 39% ~03m 25s      
  |++++++++++++++++++++                              | 40% ~03m 20s      
  |+++++++++++++++++++++                             | 41% ~03m 16s      
  |+++++++++++++++++++++                             | 42% ~03m 11s      
  |++++++++++++++++++++++                            | 43% ~03m 07s      
  |++++++++++++++++++++++                            | 44% ~03m 02s      
  |+++++++++++++++++++++++                           | 45% ~02m 58s      
  |+++++++++++++++++++++++                           | 46% ~02m 54s      
  |++++++++++++++++++++++++                          | 47% ~02m 50s      
  |++++++++++++++++++++++++                          | 48% ~02m 45s      
  |+++++++++++++++++++++++++                         | 49% ~02m 40s      
  |+++++++++++++++++++++++++                         | 50% ~02m 35s      
  |++++++++++++++++++++++++++                        | 51% ~02m 31s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 26s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 22s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 18s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 14s      
  |+++++++++++++++++++++++++++++                     | 56% ~02m 10s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 06s      
  |++++++++++++++++++++++++++++++                    | 58% ~02m 02s      
  |++++++++++++++++++++++++++++++                    | 59% ~01m 58s      
  |+++++++++++++++++++++++++++++++                   | 60% ~01m 55s      
  |+++++++++++++++++++++++++++++++                   | 61% ~01m 51s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 47s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 44s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 40s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 37s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 34s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 30s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 27s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 24s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 20s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 17s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 35s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 31s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 27s      
  |+++++++++++++++++++++++++++++++++++++++           | 76% ~01m 23s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 19s      
  |++++++++++++++++++++++++++++++++++++++++          | 78% ~01m 15s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 11s      
  |+++++++++++++++++++++++++++++++++++++++++         | 80% ~01m 07s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++++++++        | 82% ~60s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~56s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 84% ~52s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 86% ~45s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~41s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~38s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~34s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~27s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~24s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~20s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~10s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~07s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 21s
markers_sample %>%
    group_by(cluster) %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 10) %>%
    ungroup() -> top10
DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA",  features = top10$gene) + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.

DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA",  features = top10$gene) + NoLegend()

Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_2691Xeno_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "2691-Xeno", ident.2 = c("9119-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~05m 37s      
  |++                                                | 2 % ~05m 43s      
  |++                                                | 3 % ~05m 45s      
  |+++                                               | 4 % ~05m 47s      
  |+++                                               | 5 % ~05m 49s      
  |++++                                              | 6 % ~05m 48s      
  |++++                                              | 7 % ~05m 48s      
  |+++++                                             | 8 % ~05m 47s      
  |+++++                                             | 9 % ~05m 46s      
  |++++++                                            | 10% ~05m 44s      
  |++++++                                            | 11% ~05m 42s      
  |+++++++                                           | 12% ~05m 42s      
  |+++++++                                           | 13% ~05m 39s      
  |++++++++                                          | 14% ~05m 36s      
  |++++++++                                          | 15% ~05m 33s      
  |+++++++++                                         | 16% ~05m 31s      
  |+++++++++                                         | 17% ~05m 27s      
  |++++++++++                                        | 18% ~05m 24s      
  |++++++++++                                        | 19% ~05m 22s      
  |+++++++++++                                       | 20% ~05m 19s      
  |+++++++++++                                       | 21% ~07m 26s      
  |++++++++++++                                      | 22% ~07m 13s      
  |++++++++++++                                      | 23% ~07m 01s      
  |+++++++++++++                                     | 24% ~06m 50s      
  |+++++++++++++                                     | 25% ~06m 40s      
  |++++++++++++++                                    | 26% ~06m 31s      
  |++++++++++++++                                    | 27% ~06m 22s      
  |+++++++++++++++                                   | 28% ~06m 13s      
  |+++++++++++++++                                   | 29% ~06m 05s      
  |++++++++++++++++                                  | 30% ~05m 57s      
  |++++++++++++++++                                  | 31% ~05m 50s      
  |+++++++++++++++++                                 | 32% ~05m 43s      
  |+++++++++++++++++                                 | 33% ~05m 36s      
  |++++++++++++++++++                                | 34% ~05m 29s      
  |++++++++++++++++++                                | 35% ~05m 23s      
  |+++++++++++++++++++                               | 36% ~05m 16s      
  |+++++++++++++++++++                               | 37% ~05m 10s      
  |++++++++++++++++++++                              | 38% ~05m 04s      
  |++++++++++++++++++++                              | 39% ~04m 58s      
  |+++++++++++++++++++++                             | 40% ~04m 52s      
  |+++++++++++++++++++++                             | 41% ~04m 46s      
  |++++++++++++++++++++++                            | 42% ~04m 41s      
  |++++++++++++++++++++++                            | 43% ~04m 35s      
  |+++++++++++++++++++++++                           | 44% ~04m 30s      
  |+++++++++++++++++++++++                           | 45% ~04m 24s      
  |++++++++++++++++++++++++                          | 46% ~04m 19s      
  |++++++++++++++++++++++++                          | 47% ~04m 14s      
  |+++++++++++++++++++++++++                         | 48% ~04m 09s      
  |+++++++++++++++++++++++++                         | 49% ~04m 03s      
  |++++++++++++++++++++++++++                        | 51% ~03m 57s      
  |++++++++++++++++++++++++++                        | 52% ~03m 51s      
  |+++++++++++++++++++++++++++                       | 53% ~03m 45s      
  |+++++++++++++++++++++++++++                       | 54% ~03m 39s      
  |++++++++++++++++++++++++++++                      | 55% ~03m 33s      
  |++++++++++++++++++++++++++++                      | 56% ~03m 27s      
  |+++++++++++++++++++++++++++++                     | 57% ~03m 21s      
  |+++++++++++++++++++++++++++++                     | 58% ~03m 16s      
  |++++++++++++++++++++++++++++++                    | 59% ~03m 10s      
  |++++++++++++++++++++++++++++++                    | 60% ~03m 05s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 60s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 55s      
  |++++++++++++++++++++++++++++++++                  | 63% ~02m 49s      
  |++++++++++++++++++++++++++++++++                  | 64% ~02m 44s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~02m 39s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~03m 13s      
  |++++++++++++++++++++++++++++++++++                | 67% ~03m 06s      
  |++++++++++++++++++++++++++++++++++                | 68% ~02m 59s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~02m 53s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~02m 46s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~02m 40s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~02m 34s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~02m 28s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~02m 22s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~02m 16s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~02m 10s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~02m 04s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 58s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 53s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 47s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 41s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~01m 36s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~01m 30s      
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~01m 24s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01m 19s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01m 13s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01m 08s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~01m 02s      
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~57s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~51s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~46s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~41s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~36s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~30s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~25s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=08m 10s
markers_2691Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_2691Xeno_Vs_Others_up 

markers_2691Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_2691Xeno_Vs_Others_down

top10_2691Xeno_Vs_Others <- rbind(top10_2691Xeno_Vs_Others_up, top10_2691Xeno_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691Xeno_Vs_Others), assay = "RNA")+ NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691Xeno_Vs_Others), assay = "RNA") + NoLegend()

#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_2691PDOX_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "2691-PDOX", ident.2 = c("9119-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~05m 43s      
  |++                                                | 2 % ~05m 41s      
  |++                                                | 3 % ~05m 39s      
  |+++                                               | 4 % ~05m 41s      
  |+++                                               | 5 % ~05m 39s      
  |++++                                              | 6 % ~05m 37s      
  |++++                                              | 7 % ~05m 35s      
  |+++++                                             | 8 % ~05m 34s      
  |+++++                                             | 9 % ~05m 31s      
  |++++++                                            | 10% ~05m 28s      
  |++++++                                            | 11% ~05m 25s      
  |+++++++                                           | 12% ~05m 20s      
  |+++++++                                           | 13% ~07m 18s      
  |++++++++                                          | 14% ~07m 04s      
  |++++++++                                          | 15% ~06m 52s      
  |+++++++++                                         | 16% ~06m 39s      
  |+++++++++                                         | 17% ~06m 28s      
  |++++++++++                                        | 18% ~06m 17s      
  |++++++++++                                        | 19% ~06m 06s      
  |+++++++++++                                       | 20% ~05m 56s      
  |+++++++++++                                       | 21% ~05m 47s      
  |++++++++++++                                      | 22% ~05m 39s      
  |++++++++++++                                      | 23% ~05m 31s      
  |+++++++++++++                                     | 24% ~05m 23s      
  |+++++++++++++                                     | 25% ~05m 17s      
  |++++++++++++++                                    | 26% ~05m 10s      
  |++++++++++++++                                    | 27% ~05m 04s      
  |+++++++++++++++                                   | 28% ~04m 58s      
  |+++++++++++++++                                   | 29% ~04m 51s      
  |++++++++++++++++                                  | 30% ~05m 41s      
  |++++++++++++++++                                  | 31% ~05m 34s      
  |+++++++++++++++++                                 | 32% ~05m 27s      
  |+++++++++++++++++                                 | 33% ~05m 20s      
  |++++++++++++++++++                                | 34% ~05m 15s      
  |++++++++++++++++++                                | 35% ~05m 09s      
  |+++++++++++++++++++                               | 36% ~05m 04s      
  |+++++++++++++++++++                               | 37% ~04m 59s      
  |++++++++++++++++++++                              | 38% ~04m 54s      
  |++++++++++++++++++++                              | 39% ~04m 48s      
  |+++++++++++++++++++++                             | 40% ~04m 41s      
  |+++++++++++++++++++++                             | 41% ~04m 35s      
  |++++++++++++++++++++++                            | 42% ~04m 28s      
  |++++++++++++++++++++++                            | 43% ~04m 22s      
  |+++++++++++++++++++++++                           | 44% ~04m 15s      
  |+++++++++++++++++++++++                           | 45% ~04m 09s      
  |++++++++++++++++++++++++                          | 46% ~04m 03s      
  |++++++++++++++++++++++++                          | 47% ~03m 58s      
  |+++++++++++++++++++++++++                         | 48% ~03m 52s      
  |+++++++++++++++++++++++++                         | 49% ~03m 47s      
  |++++++++++++++++++++++++++                        | 51% ~03m 41s      
  |++++++++++++++++++++++++++                        | 52% ~03m 36s      
  |+++++++++++++++++++++++++++                       | 53% ~03m 31s      
  |+++++++++++++++++++++++++++                       | 54% ~03m 26s      
  |++++++++++++++++++++++++++++                      | 55% ~03m 20s      
  |++++++++++++++++++++++++++++                      | 56% ~03m 15s      
  |+++++++++++++++++++++++++++++                     | 57% ~03m 10s      
  |+++++++++++++++++++++++++++++                     | 58% ~03m 05s      
  |++++++++++++++++++++++++++++++                    | 59% ~03m 01s      
  |++++++++++++++++++++++++++++++                    | 60% ~02m 56s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 51s      
  |+++++++++++++++++++++++++++++++                   | 62% ~02m 46s      
  |++++++++++++++++++++++++++++++++                  | 63% ~02m 41s      
  |++++++++++++++++++++++++++++++++                  | 64% ~02m 36s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~02m 32s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~02m 27s      
  |++++++++++++++++++++++++++++++++++                | 67% ~02m 22s      
  |++++++++++++++++++++++++++++++++++                | 68% ~02m 18s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~02m 13s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~02m 08s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~02m 04s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~02m 11s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~02m 07s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~02m 03s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 58s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 54s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 50s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 45s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 41s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 37s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~01m 32s      
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~01m 28s      
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~01m 23s      
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~01m 18s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~01m 14s      
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~01m 09s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~01m 04s      
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~54s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~49s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~44s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~39s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~34s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~24s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~15s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~10s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~05s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=07m 56s
markers_2691PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_2691PDOX_Vs_Others_up 

markers_2691PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_2691PDOX_Vs_Others_down

top10_2691PDOX_Vs_Others <- rbind(top10_2691PDOX_Vs_Others_up, top10_2691PDOX_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691PDOX_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691PDOX_Vs_Others), assay = "RNA") + NoLegend()

#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_9119PDOX_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "9119-PDOX", ident.2 = c("2691-PDOX", "2691-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~05m 30s      
  |+                                                 | 2 % ~05m 08s      
  |++                                                | 3 % ~04m 56s      
  |++                                                | 4 % ~04m 54s      
  |+++                                               | 5 % ~04m 49s      
  |+++                                               | 6 % ~04m 46s      
  |++++                                              | 7 % ~04m 51s      
  |++++                                              | 8 % ~04m 54s      
  |+++++                                             | 9 % ~04m 56s      
  |+++++                                             | 10% ~04m 55s      
  |++++++                                            | 11% ~04m 52s      
  |++++++                                            | 12% ~04m 41s      
  |+++++++                                           | 13% ~04m 32s      
  |+++++++                                           | 14% ~04m 23s      
  |++++++++                                          | 15% ~04m 31s      
  |++++++++                                          | 16% ~04m 35s      
  |+++++++++                                         | 17% ~04m 27s      
  |+++++++++                                         | 18% ~04m 19s      
  |++++++++++                                        | 19% ~04m 12s      
  |++++++++++                                        | 20% ~04m 05s      
  |+++++++++++                                       | 21% ~03m 59s      
  |+++++++++++                                       | 22% ~03m 52s      
  |++++++++++++                                      | 23% ~03m 47s      
  |++++++++++++                                      | 24% ~03m 41s      
  |+++++++++++++                                     | 25% ~03m 36s      
  |+++++++++++++                                     | 26% ~03m 31s      
  |++++++++++++++                                    | 27% ~03m 26s      
  |++++++++++++++                                    | 28% ~03m 22s      
  |+++++++++++++++                                   | 29% ~03m 18s      
  |+++++++++++++++                                   | 30% ~03m 14s      
  |++++++++++++++++                                  | 31% ~03m 09s      
  |++++++++++++++++                                  | 32% ~03m 05s      
  |+++++++++++++++++                                 | 33% ~03m 01s      
  |+++++++++++++++++                                 | 34% ~02m 57s      
  |++++++++++++++++++                                | 35% ~02m 54s      
  |++++++++++++++++++                                | 36% ~02m 50s      
  |+++++++++++++++++++                               | 37% ~02m 47s      
  |+++++++++++++++++++                               | 38% ~02m 43s      
  |++++++++++++++++++++                              | 39% ~02m 40s      
  |++++++++++++++++++++                              | 40% ~02m 37s      
  |+++++++++++++++++++++                             | 41% ~02m 34s      
  |+++++++++++++++++++++                             | 42% ~02m 30s      
  |++++++++++++++++++++++                            | 43% ~02m 27s      
  |++++++++++++++++++++++                            | 44% ~02m 24s      
  |+++++++++++++++++++++++                           | 45% ~02m 21s      
  |+++++++++++++++++++++++                           | 46% ~02m 19s      
  |++++++++++++++++++++++++                          | 47% ~02m 17s      
  |++++++++++++++++++++++++                          | 48% ~02m 14s      
  |+++++++++++++++++++++++++                         | 49% ~02m 11s      
  |+++++++++++++++++++++++++                         | 50% ~02m 09s      
  |++++++++++++++++++++++++++                        | 51% ~02m 06s      
  |++++++++++++++++++++++++++                        | 52% ~02m 04s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 02s      
  |+++++++++++++++++++++++++++                       | 54% ~01m 60s      
  |++++++++++++++++++++++++++++                      | 55% ~01m 57s      
  |++++++++++++++++++++++++++++                      | 56% ~02m 16s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 14s      
  |+++++++++++++++++++++++++++++                     | 58% ~02m 10s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 08s      
  |++++++++++++++++++++++++++++++                    | 60% ~02m 05s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 02s      
  |+++++++++++++++++++++++++++++++                   | 62% ~01m 59s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 56s      
  |++++++++++++++++++++++++++++++++                  | 64% ~01m 52s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 50s      
  |+++++++++++++++++++++++++++++++++                 | 66% ~01m 48s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 44s      
  |++++++++++++++++++++++++++++++++++                | 68% ~01m 41s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 37s      
  |+++++++++++++++++++++++++++++++++++               | 70% ~01m 34s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 30s      
  |++++++++++++++++++++++++++++++++++++              | 72% ~01m 27s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 23s      
  |+++++++++++++++++++++++++++++++++++++             | 74% ~01m 20s      
  |++++++++++++++++++++++++++++++++++++++            | 75% ~01m 16s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 13s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 10s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 06s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 03s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~60s          
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~57s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~54s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~50s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~47s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~44s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~41s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~38s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~32s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~29s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~26s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~23s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~20s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~17s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~14s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~12s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=04m 46s
markers_9119PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_9119PDOX_Vs_Others_up 

markers_9119PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_9119PDOX_Vs_Others_down

top10_9119PDOX_Vs_Others <- rbind(top10_9119PDOX_Vs_Others_up, top10_9119PDOX_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_9119PDOX_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_9119PDOX_Vs_Others), assay = "RNA") + NoLegend()

#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_3752Xeno_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "3752-Xeno", ident.2 = c("2691-PDOX", "2691-PDOX", "9119-PDOX"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 

  |                                                  | 0 % ~calculating  
  |+                                                 | 1 % ~03m 40s      
  |++                                                | 2 % ~03m 37s      
  |++                                                | 3 % ~03m 35s      
  |+++                                               | 4 % ~03m 30s      
  |+++                                               | 5 % ~03m 28s      
  |++++                                              | 6 % ~03m 27s      
  |++++                                              | 7 % ~03m 29s      
  |+++++                                             | 8 % ~03m 29s      
  |+++++                                             | 9 % ~03m 30s      
  |++++++                                            | 10% ~03m 31s      
  |++++++                                            | 11% ~03m 30s      
  |+++++++                                           | 12% ~03m 29s      
  |+++++++                                           | 13% ~03m 29s      
  |++++++++                                          | 14% ~03m 27s      
  |++++++++                                          | 15% ~03m 29s      
  |+++++++++                                         | 16% ~03m 36s      
  |+++++++++                                         | 17% ~03m 37s      
  |++++++++++                                        | 18% ~03m 37s      
  |++++++++++                                        | 19% ~03m 38s      
  |+++++++++++                                       | 20% ~03m 40s      
  |+++++++++++                                       | 21% ~03m 40s      
  |++++++++++++                                      | 22% ~03m 35s      
  |++++++++++++                                      | 23% ~03m 31s      
  |+++++++++++++                                     | 24% ~03m 26s      
  |+++++++++++++                                     | 26% ~03m 22s      
  |++++++++++++++                                    | 27% ~03m 19s      
  |++++++++++++++                                    | 28% ~03m 16s      
  |+++++++++++++++                                   | 29% ~03m 12s      
  |+++++++++++++++                                   | 30% ~03m 08s      
  |++++++++++++++++                                  | 31% ~03m 05s      
  |++++++++++++++++                                  | 32% ~03m 02s      
  |+++++++++++++++++                                 | 33% ~03m 01s      
  |+++++++++++++++++                                 | 34% ~02m 60s      
  |++++++++++++++++++                                | 35% ~02m 58s      
  |++++++++++++++++++                                | 36% ~02m 57s      
  |+++++++++++++++++++                               | 37% ~02m 54s      
  |+++++++++++++++++++                               | 38% ~02m 52s      
  |++++++++++++++++++++                              | 39% ~02m 50s      
  |++++++++++++++++++++                              | 40% ~02m 48s      
  |+++++++++++++++++++++                             | 41% ~02m 46s      
  |+++++++++++++++++++++                             | 42% ~02m 44s      
  |++++++++++++++++++++++                            | 43% ~02m 40s      
  |++++++++++++++++++++++                            | 44% ~02m 37s      
  |+++++++++++++++++++++++                           | 45% ~02m 36s      
  |+++++++++++++++++++++++                           | 46% ~02m 36s      
  |++++++++++++++++++++++++                          | 47% ~02m 32s      
  |++++++++++++++++++++++++                          | 48% ~02m 28s      
  |+++++++++++++++++++++++++                         | 49% ~02m 24s      
  |+++++++++++++++++++++++++                         | 50% ~02m 21s      
  |++++++++++++++++++++++++++                        | 51% ~02m 17s      
  |+++++++++++++++++++++++++++                       | 52% ~02m 14s      
  |+++++++++++++++++++++++++++                       | 53% ~02m 33s      
  |++++++++++++++++++++++++++++                      | 54% ~02m 28s      
  |++++++++++++++++++++++++++++                      | 55% ~02m 24s      
  |+++++++++++++++++++++++++++++                     | 56% ~02m 20s      
  |+++++++++++++++++++++++++++++                     | 57% ~02m 17s      
  |++++++++++++++++++++++++++++++                    | 58% ~02m 13s      
  |++++++++++++++++++++++++++++++                    | 59% ~02m 09s      
  |+++++++++++++++++++++++++++++++                   | 60% ~02m 05s      
  |+++++++++++++++++++++++++++++++                   | 61% ~02m 02s      
  |++++++++++++++++++++++++++++++++                  | 62% ~01m 59s      
  |++++++++++++++++++++++++++++++++                  | 63% ~01m 56s      
  |+++++++++++++++++++++++++++++++++                 | 64% ~01m 52s      
  |+++++++++++++++++++++++++++++++++                 | 65% ~01m 49s      
  |++++++++++++++++++++++++++++++++++                | 66% ~01m 46s      
  |++++++++++++++++++++++++++++++++++                | 67% ~01m 43s      
  |+++++++++++++++++++++++++++++++++++               | 68% ~01m 40s      
  |+++++++++++++++++++++++++++++++++++               | 69% ~01m 36s      
  |++++++++++++++++++++++++++++++++++++              | 70% ~01m 32s      
  |++++++++++++++++++++++++++++++++++++              | 71% ~01m 29s      
  |+++++++++++++++++++++++++++++++++++++             | 72% ~01m 25s      
  |+++++++++++++++++++++++++++++++++++++             | 73% ~01m 22s      
  |++++++++++++++++++++++++++++++++++++++            | 74% ~01m 18s      
  |++++++++++++++++++++++++++++++++++++++            | 76% ~01m 15s      
  |+++++++++++++++++++++++++++++++++++++++           | 77% ~01m 12s      
  |+++++++++++++++++++++++++++++++++++++++           | 78% ~01m 08s      
  |++++++++++++++++++++++++++++++++++++++++          | 79% ~01m 05s      
  |++++++++++++++++++++++++++++++++++++++++          | 80% ~01m 02s      
  |+++++++++++++++++++++++++++++++++++++++++         | 81% ~59s          
  |+++++++++++++++++++++++++++++++++++++++++         | 82% ~56s          
  |++++++++++++++++++++++++++++++++++++++++++        | 83% ~53s          
  |++++++++++++++++++++++++++++++++++++++++++        | 84% ~50s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 85% ~47s          
  |+++++++++++++++++++++++++++++++++++++++++++       | 86% ~44s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 87% ~41s          
  |++++++++++++++++++++++++++++++++++++++++++++      | 88% ~38s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 89% ~35s          
  |+++++++++++++++++++++++++++++++++++++++++++++     | 90% ~31s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 91% ~28s          
  |++++++++++++++++++++++++++++++++++++++++++++++    | 92% ~25s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 93% ~22s          
  |+++++++++++++++++++++++++++++++++++++++++++++++   | 94% ~19s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 95% ~16s          
  |++++++++++++++++++++++++++++++++++++++++++++++++  | 96% ~13s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 97% ~09s          
  |+++++++++++++++++++++++++++++++++++++++++++++++++ | 98% ~06s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 99% ~03s          
  |++++++++++++++++++++++++++++++++++++++++++++++++++| 100% elapsed=05m 01s
markers_3752Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_3752Xeno_Vs_Others_up 

markers_3752Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_3752Xeno_Vs_Others_down

top10_3752Xeno_Vs_Others <- rbind(top10_3752Xeno_Vs_Others_up, top10_3752Xeno_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_3752Xeno_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
Scale for fill is already present.
Adding another scale for fill, which will replace the existing scale.

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_3752Xeno_Vs_Others), assay = "RNA") + NoLegend()


saveRDS(seurat.list, paste0(wddir,"/seurat-XNL-GBM_list-020224.rds"))

saveRDS(seurat.GBM, paste0(wddir,"/seurat-XNL-GBM_Obj-020224.rds"))

saveRDS(seurat.GBM.Astrocyte, paste0(wddir,"/seurat-XNL-GBM_Astrocyte_Obj-020224.rds"))
---
title: "R Notebook"
output: html_notebook
---

This is an [R Markdown](http://rmarkdown.rstudio.com) Notebook. When you execute code within the notebook, the results appear beneath the code. 

Try executing this chunk by clicking the *Run* button within the chunk or by placing your cursor inside it and pressing *Ctrl+Shift+Enter*. 

```{r}
library(Seurat)
library(ggplot2)
library(sctransform)
library(glmGamPoi)
library(dplyr)
```

```{r}
#install if warning of useNames = NA is defunct. Instead, specify either useNames = TRUE or useNames = FALSE

remotes::install_version("matrixStats", version="1.1.0")
```


```{r}

if(.Platform$OS.type == "unix") {plat <- "~"
} else {
plat <- "D:"
}
wddir <- (paste0(plat, "/Box/Active_Work/Projects/Xiao-Nan Li/scRNAseq/"))

files <- list.files()

sample_name <- c(files[1], files[2], files[3], files[4], files[5], files[6], files[7])

data.list <- list ()
seurat.list <- list ()

for (i in 1: length(sample_name)) {
  
data.list[i]<- Read10X(data.dir = paste0(wddir, "/", sample_name[i], "/filtered_feature_bc_matrix/"))
names(data.list)[i] <- sample_name[i]
seurat.list[i] <- CreateSeuratObject(counts = data.list[[i]], project = "XNL_GBM", min.cells =3, min.features = 200)
names(seurat.list)[i] <- sample_name[i]

# store mitochondrial percentage in object meta data
seurat.list[[i]] <- PercentageFeatureSet(seurat.list[[i]], pattern = "^MT-", col.name = "percent.mt")

# run sctransform
seurat.list[[i]] <- SCTransform(seurat.list[[i]], vars.to.regress = "percent.mt", verbose = FALSE)

seurat.list[[i]] <- RunPCA(seurat.list[[i]], verbose = FALSE)
seurat.list[[i]] <- RunUMAP(seurat.list[[i]], dims = 1:30, verbose = FALSE)

seurat.list[[i]] <- FindNeighbors(seurat.list[[i]], dims = 1:30, verbose = FALSE)
seurat.list[[i]] <- FindClusters(seurat.list[[i]], verbose = FALSE)
}
```

```{r}
for (i in 1: length(sample_name)) {
  dim_plot <- DimPlot(seurat.list[[i]], label = TRUE) + NoLegend() + labs(title= sample_name[i])
  print(dim_plot)
}
```


```{r fig.width=15}
#QC plots
for (i in 1: length(sample_name)) {
  print(VlnPlot(seurat.list[[i]], features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3))
}
```


```{r}
#SingleR cell type determination

library(SingleR)
library(celldex)

hpca.se <- HumanPrimaryCellAtlasData()

for (i in 1: length(sample_name)) {
  rawData<-GetAssayData(seurat.list[[i]], assay="SCT", slot = "counts")

pred.celltype <- SingleR(test = rawData, ref = hpca.se, assay.type.test=1,
labels = hpca.se$label.main)

seurat.list[[i]]$SingleR.pruned.calls<-pred.celltype$pruned.labels
}

for (i in 1: length(sample_name)) {
  pred.table <-table(seurat.list[[i]]$SingleR.pruned.calls, Idents(seurat.list[[i]]))

pred.table <- pred.table[,order(as.numeric(colnames(pred.table)))]

print(names(seurat.list)[i])
      print(pred.table)
      cat("\n")
}

```



```{r}
#Create UMAP for cell types

for (i in 1: length(sample_name)) {
  dim_plot <- DimPlot(seurat.list[[i]], label = TRUE, group.by = "SingleR.pruned.calls" ) + labs(title= sample_name[i])
  print(dim_plot)
  }
```



```{r}
#add sample name to each object

for (i in 1:length(sample_name)) {
  seurat.list[[i]]$sample_name <- sample_name[i]
}
```

```{r}
# Merge individual cases into one object

seurat.GBM <- merge(seurat.list[[1]], y=c(seurat.list[[2]], seurat.list[[3]],seurat.list[[4]], seurat.list[[5]], seurat.list[[6]], seurat.list[[7]]), project = "XNL_GBM")

seurat.GBM
```



```{r fig.height=10, fig.width=10}

# library(future)
# plan("multisession", workers = 12)
# # So to set Max mem size to 10GB, you would run :
# options(future.globals.maxSize = 100000 * 1024^2) 



# store mitochondrial percentage in object meta data
seurat.GBM <- PercentageFeatureSet(seurat.GBM, pattern = "^MT-", col.name = "percent.mt")

# run sctransform
seurat.GBM <- SCTransform(seurat.GBM, vars.to.regress = "percent.mt", verbose = TRUE)
seurat.GBM <- RunPCA(seurat.GBM, verbose = FALSE)
seurat.GBM <- RunUMAP(seurat.GBM, dims = 1:30, verbose = FALSE)

seurat.GBM <- FindNeighbors(seurat.GBM, dims = 1:30, verbose = FALSE)
seurat.GBM <- FindClusters(seurat.GBM, verbose = FALSE)

#create UMAPs
dim_plot <- DimPlot(seurat.GBM, label = TRUE) + NoLegend() + labs(title="GBM: Clusters")
print(dim_plot)

dim_plot <- DimPlot(seurat.GBM, label = TRUE, group.by = "SingleR.pruned.calls") + labs(title="GBM: singleR cell types")
print(dim_plot)

dim_plot <- DimPlot(seurat.GBM, label = TRUE, group.by = "sample_name") + labs(title="GBM: Sample ID")
print(dim_plot)
```

```{r}
#Create count table
c.table <-table(seurat.GBM$sample_name, seurat.GBM$SingleR.pruned.calls)
print(c.table)
```


```{r}
#create relative cell proportion table and graph

p.table<- matrix(nrow=dim(c.table)[1], ncol=dim(c.table)[2])
  
  for(j in 1: dim(c.table)[1]) {
    p.table[j,]<-prop.table(c.table[j,])*100  # % cell per sample
  }
  
  rownames(p.table)<- rownames(c.table)
  colnames(p.table)<- colnames(c.table)
  
  p.table<-round(p.table,0)

library(DT)
datatable(p.table)
```



```{r}
seurat.GBM.Astrocyte <- subset(seurat.GBM, SingleR.pruned.calls == "Astrocyte")
```



```{r}
#Normalize and scale RNA data for heatmap
seurat.GBM.Astrocyte <- NormalizeData(seurat.GBM.Astrocyte, assay = "RNA")
seurat.GBM.Astrocyte <- ScaleData(seurat.GBM.Astrocyte, assay = "RNA")
```

```{r}

Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$seurat_clusters

markers_clusters <- FindAllMarkers(seurat.GBM.Astrocyte, logfc.thresold = 0.25, only.pos = TRUE) %>% filter(p_val_adj < 0.05) 

markers_clusters
```


```{r fig.height=10, fig.width=10}
markers_clusters %>%
    group_by(cluster) %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 10) %>%
    ungroup() -> top10_clusters
DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA", group.by= "seurat_clusters", features = top10_clusters$gene) + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))

DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA", group.by= "seurat_clusters", features = top10_clusters$gene) + NoLegend()
```




```{r}
Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_sample <- FindAllMarkers(seurat.GBM.Astrocyte, logfc.thresold = 0.25, only.pos = TRUE) %>% filter(p_val_adj < 0.05) 
```

```{r fig.height=10, fig.width=10}
markers_sample %>%
    group_by(cluster) %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 10) %>%
    ungroup() -> top10
DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA",  features = top10$gene) + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
DoHeatmap(seurat.GBM.Astrocyte, assay = "RNA",  features = top10$gene) + NoLegend()
```




```{r}
Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_2691Xeno_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "2691-Xeno", ident.2 = c("9119-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 
```


```{r fig.height=10, fig.width=10}
markers_2691Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_2691Xeno_Vs_Others_up 

markers_2691Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_2691Xeno_Vs_Others_down

top10_2691Xeno_Vs_Others <- rbind(top10_2691Xeno_Vs_Others_up, top10_2691Xeno_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691Xeno_Vs_Others), assay = "RNA")+ NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691Xeno_Vs_Others), assay = "RNA") + NoLegend()
```


```{r}
#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_2691PDOX_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "2691-PDOX", ident.2 = c("9119-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 
```



```{r fig.height=10, fig.width=10}
markers_2691PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_2691PDOX_Vs_Others_up 

markers_2691PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_2691PDOX_Vs_Others_down

top10_2691PDOX_Vs_Others <- rbind(top10_2691PDOX_Vs_Others_up, top10_2691PDOX_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691PDOX_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_2691PDOX_Vs_Others), assay = "RNA") + NoLegend()
```



```{r}
#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_9119PDOX_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "9119-PDOX", ident.2 = c("2691-PDOX", "2691-PDOX", "3752-Xeno"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 
```



```{r fig.height=10, fig.width=10}
markers_9119PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_9119PDOX_Vs_Others_up 

markers_9119PDOX_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_9119PDOX_Vs_Others_down

top10_9119PDOX_Vs_Others <- rbind(top10_9119PDOX_Vs_Others_up, top10_9119PDOX_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_9119PDOX_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_9119PDOX_Vs_Others), assay = "RNA") + NoLegend()
```


```{r}
#Idents(seurat.GBM.Astrocyte) <- seurat.GBM.Astrocyte$sample_name

markers_3752Xeno_Vs_Others <- FindMarkers(seurat.GBM.Astrocyte, ident.1 = "3752-Xeno", ident.2 = c("2691-PDOX", "2691-PDOX", "9119-PDOX"), logfc.thresold = 0.25) %>% filter(p_val_adj < 0.05) 
```



```{r fig.height=10, fig.width=10}
markers_3752Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_head(n = 50) %>%
    ungroup() -> top10_3752Xeno_Vs_Others_up 

markers_3752Xeno_Vs_Others %>%
    dplyr::arrange(-avg_log2FC) %>%
    slice_tail(n = 50) %>%
    ungroup() -> top10_3752Xeno_Vs_Others_down

top10_3752Xeno_Vs_Others <- rbind(top10_3752Xeno_Vs_Others_up, top10_3752Xeno_Vs_Others_down)

DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_3752Xeno_Vs_Others), assay = "RNA") + NoLegend()+ scale_fill_gradientn(colors = c("blue", "black", "yellow"))
DoHeatmap(seurat.GBM.Astrocyte, features = rownames(top10_3752Xeno_Vs_Others), assay = "RNA") + NoLegend()
```




```{r}

saveRDS(seurat.list, paste0(wddir,"/seurat-XNL-GBM_list-020224.rds"))

saveRDS(seurat.GBM, paste0(wddir,"/seurat-XNL-GBM_Obj-020224.rds"))

saveRDS(seurat.GBM.Astrocyte, paste0(wddir,"/seurat-XNL-GBM_Astrocyte_Obj-020224.rds"))
```


