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diff --git a/scripts/visualize.R b/scripts/visualize.R
index 2e4573d..c668d7a 100755
--- a/scripts/visualize.R
+++ b/scripts/visualize.R
@@ -13,14 +13,13 @@ args <- commandArgs(trailingOnly = TRUE)
 use_python("/mnt/lustre01/work/ku0598/k202107/software/install/python/3.8.0/bin/python3", required=T)
 source_python("/work/ku0598/k202107/git/mistral-job-evaluation/scripts/jupyter/r_visual_jobs#pickle_reader.py")
 
-global = list()
+global = list() 
 global[['source_dir']] = '/work/ku0598/k202107/git/mistral-job-evaluation/data/eval_20200117'
 global[['eval_dir']] = '../evaluation'
 global[['fig_dir']] = sprintf('%s/figures/job_visualization', global[['eval_dir']])
 global[['key']] = 22897682
 
 config = list()
-#config[['crypted_jobid']] = 4296426
 config[['crypted_jobid']] = strtoi(args[1])
 config[['jobid']] = bitwXor(config[['crypted_jobid']], global[['key']])
 config[['cat_fn']] =  sprintf("%s/600/cats/%s.json", global[['source_dir']], config[['jobid']])
@@ -28,24 +27,33 @@ config[['raw_fn']] = sprintf('%s/600/jobdata/%s.pkl', global[['source_dir']], co
 
 
 graph_config = list()
-# Colorized entities
-# "name" : file systems
-# "host" : compute nodes
-# "metric" : I/O metrics
-graph_config[['cols']] = c('metric', 'host', 'name')
-#graph_config[['cols']] = c('host', 'name')
+# View
+graph_config[['cols']] = c('metric', 'host', 'name') # Colorized entities: "name" : file systems; "host" : compute nodes, "metric" : I/O metrics
+graph_config[['views']] = c('jscore', 'default', 'nscore', 'mscore') # Enable views: 'default', 'jscore', 'nscore', 'mscore'
+#graph_config[['views']] = c('nscore')
+graph_config[['n_x_breakpoints']] = 5 # Number of breakpoints on x-axis
+graph_config[['seg_size']] = 10 # Segments size in minutes
 
-# Enable views
-#'default', 'jscore', 'nscore', 'mscore'
-graph_config[['views']] = c('jscore', 'default', 'nscore', 'mscore')
-#graph_config[['views']] = c('default')
+# Size
+graph_config[['plot_size']] = list(
+    'default' = list('height'=1, 'width'=10),
+    'jscore' = list('height'=3, 'width'=10),
+    'nscore' = list('height'=1, 'width'=14),
+    'mscore' = list('height'=1, 'width'=1))
 
-# Set at nth position a label
-graph_config[['x_breakpoint_interval']] = 5
-
-# Segments size in minutes
-graph_config[['seg_size']] = 10
+# Dimensions Limits
+graph_config[['max_dimensions']] = list(
+    'default' = list('seg'=1000, 'host'=13, 'name'=2, 'metric'=9),
+    'jscore' = list('seg'=1000, 'host'=13, 'name'=2, 'metric'=9),
+    'nscore' = list('seg'=1000, 'host'=50, 'name'=2, 'metric'=9),
+    'mscore' = list('seg'=1000, 'host'=50, 'name'=2, 'metric'=9))
 
+# Legend Limits
+graph_config[['max_legend_size']] = list(
+    'default' = list('seg'=1000, 'host'=15, 'name'=2, 'metric'=9),
+    'jscore' = list('seg'=1000, 'host'=15, 'name'=2, 'metric'=9),
+    'nscore' = list('seg'=1000, 'host'=15, 'name'=2, 'metric'=9),
+    'mscore' = list('seg'=1000, 'host'=15, 'name'=2, 'metric'=9))
 
 rename_metrics <- function(data) {
     data['metric'] <- lapply(data['metric'], gsub, pattern = "host.lustre.", replacement = "", fixed = TRUE)
@@ -56,10 +64,8 @@ rename_metrics <- function(data) {
 }
 
 
-visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
-    out_dir = sprintf('%s/%d_%d', gconf[['fig_dir']], cconf[['jobid']], cconf[['crypted_jobid']])
-    dir.create(out_dir, recursive=TRUE)
-   
+
+visualize_categories <- function(fn, gconf, cconf, vconf, data, view, col, x_breakpoints, dims) {
     # Set legend title
     if (col == 'host') {
         gtitle = 'Node'
@@ -70,14 +76,16 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
     else if (col == 'name') {
         gtitle = 'File system'
     }
-    
+
+    title = sprintf('JOBID: %d / %d (M:H:F:S)=(%d:%d:%d:%d)', cconf$jobid, cconf$crypted_jobid, dims$metric, dims$host, dims$name, dims$seg)
    
     # The palette with black:
     #cbp2 = c("#000000", "#E69F00", "#56B4E9", "#009E73", "#F0E442", "#0072B2", "#D55E00", "#CC79A7", "#999999")
     # General plot
     p <- (
-        ggplot(data, aes_string(x='bin', y='score', fill=col))
+        ggplot(data, aes_string(x='seg', y='score', fill=col))
         #+ geom_bar(stat='summary', fun.y = "mean") 
+        + ggtitle(title)
         + geom_bar(stat='identity') 
         + scale_x_discrete(breaks=x_breakpoints)
         #+ scale_fill_manual(values= cbp2)
@@ -85,7 +93,7 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
         + guides(
             fill = guide_legend(title=gtitle, nrow=15)
         )
-        + ylab('JScore')
+        #+ theme(aspect.ratio = 1)
         + xlab('Runtime in minutes')
         + theme_linedraw()
         #+ theme_classic()
@@ -94,7 +102,7 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
             #legend.text=element_text(size=6),
             legend.spacing.y = unit(0, 'cm'),
             #legend.spacing.x = unit(0, 'cm'),
-            legend.text = element_text(size=8, margin = margin(t = 1)),
+            legend.text = element_text(size = 8, margin = margin(t = 1)),
             strip.text.x = element_text(size = 8, color = "black"),
             strip.text.y = element_text(size = 8, color = "black"),
             legend.key = element_rect(size = 1),
@@ -104,14 +112,10 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
 #             panel.grid.minor=element_line(size=0.25, color=alpha('black', 0.25))
             )
     )
+
+    # Dimensions modifier
     if (col == 'host') {
-        if (nrow(unique(data['host'])) > 13) {
-            p <- (p +
-                theme(
-                legend.position='none'
-                )
-            )
-        }
+        # do nothing
     }
     else if (col == 'metric') {
         p <- (p 
@@ -119,26 +123,40 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
         )
     }
     else if (col == 'name') {
+        # do nothing
     }
-    
-    if (view == 'jscore') {
-        fn = sprintf('%s/jscore_%s.png', out_dir, col)
-        ggsave(fn, width=10, height=2.5)
+    else if (col == 'seg') {
+        # do nothing
     }
+   
+
+    # View modifiers
     if (view == 'default') {
-        p <- (
-            p 
-            + facet_grid(metric ~ .)
-            + ylab('')
-            + ylab('Score')
-            + theme(
-                legend.position='none',
-                #strip.text.x = element_text(angle=0),
-                strip.text.y = element_text(angle=0),
-            )
+        p <- (p 
+              + facet_grid(metric ~ .)
+              + ylab('Score')
+              + theme(
+                      strip.text.y = element_text(angle=0)
+              )
         )
-        fn = sprintf('%s/default_%s.png', out_dir, col)
-        ggsave(fn, width=7, height=7)
+        # Disable legend if dimensions are too large
+        if (dims[[col]] > vconf$max_legend_size[[view]][[col]]) {
+            p <- p + theme (legend.position='none')
+        }
+        ggsave(fn, width=vconf$plot_size[[view]][['width']], height=vconf$plot_size[[view]][['height']] * dims[['metric']])
+    }
+    else if (view == 'jscore') {
+        p <- (p 
+              + ylab('JScore')
+              + theme (
+                       strip.text.y = element_text(angle=0),
+              )
+        )
+        # Disable legend if dimensions are too large
+        if (dims[[col]] > vconf$max_legend_size[[view]][[col]]) {
+            p <- p + theme (legend.position='none')
+        }
+        ggsave(fn, width=vconf$plot_size[[view]][['width']], height=vconf$plot_size[[view]][['height']])
     }
     else if (view == 'nscore') {
         p <- (
@@ -146,31 +164,71 @@ visualize_categories <- function(gconf, cconf, data, view, col, x_breakpoints) {
             + facet_grid(host ~ .)
             + ylab('NScore')
             + theme(
-                legend.position='none'
+                    strip.text.y = element_text(angle=0),
+                    aspect.ratio = vconf$plot_size$nscore$height / vconf$plot_size$nscore$width,
+                    #legend.position='bottom'
             )
         )
-        if (col == 'name') {
-            p <- p + theme(legend.position = 'bottom')
+        # Disable legend if dimensions are too large
+        if (dims[[col]] > vconf$max_legend_size[[view]][[col]]) {
+            p <- p + theme (legend.position='none')
         }
-        fn = sprintf('%s/nscore_%s.png', out_dir, col)
-        ggsave(fn, width=4, height=4)
+        extra_space = 2
+        ggsave(fn, width=vconf$plot_size[[view]][['width']], height=vconf$plot_size[[view]][['height']] * (dims[['host']] + extra_space))
     }
     else if (view == 'mscore') {
         p <- (
             p 
             + facet_grid(host ~ metric)
+            #+ coord_fixed(ratio=dims[['host']]/dims[['metric']])
+            #+ coord_fixed(ratio=dims[['metric']]/dims[['host']])
+            #+ coord_fixed(ratio=1)
             + ylab('MScore')
             + theme(
-                legend.position='none',
-                axis.text.x = element_text(angle=90, hjust=1)
+                axis.text.x = element_text(angle=90, hjust=1),
+                aspect.ratio = 1,
             )
         )
-        fn = sprintf('%s/mscore_%s.png', out_dir, col)
-        ggsave(fn, width=8, height=4)
+        # Disable legend if dimensions are too large
+        if (dims[[col]] > vconf$max_legend_size[[view]][[col]]) {
+            p <- p + theme (legend.position='none')
+        }
+        extra_space = 2
+        ggsave(fn, width=vconf$plot_size[[view]][['width']] * dims[['metric']], height=vconf$plot_size[[view]][['height']] * (dims[['host']] + extra_space))
     }
 }
 
 
+# Check if dimensions exceed limits
+exceeds_limits <- function(view, dims, graph_config) {
+    max_dims <- graph_config$max_dimensions[[view]]
+    if ((dims[['seg']] > max_dims[['seg']])) {
+        return(T)
+    }
+    if (view == 'default') {
+        if ((dims[['metric']] > max_dims[['metric']])) {
+            return(T)
+        }
+    }
+    else if (view == 'jscore') {
+    }
+    else if (view == 'nscore') {
+        if ((dims[['host']] > max_dims[['host']])) {
+            return(T)
+        }
+    }
+    else if (view == 'mscore') {
+        if ((dims[['host']] > max_dims[['host']]) || dims[['metric']] > max_dims[['metric']]) {
+            return(T)
+        }
+    }
+    else {
+        print("Unknown view")
+        exit(1)
+    }
+    return(F)
+}
+
 
 
 # Create 10 minutes segments
@@ -179,19 +237,48 @@ cat_data['rmin'] = cat_data['runtime'] / 60 # runtime in minutes
 duration = max(ceiling(cat_data['rmin']))
 bins = seq(0, duration, graph_config[['seg_size']] )
 
-
 d2 <- cat_data %>% 
     group_by(cat) %>% 
-    mutate(bin = cut(rmin, breaks = bins, labels = bins[-1])) 
+    mutate(seg = cut(rmin, breaks = bins, labels = bins[-1])) 
 d3 <- d2 %>%
-    group_by(name, metric, host, bin) %>%
+    group_by(name, metric, host, seg) %>%
     summarise(score = sum(cat))
 
-x_breakpoints <- bins[seq(1, length(bins), graph_config[['x_breakpoint_interval']])]
+dimensions = list()
+dimensions[['metric']] <- length(unique(d3$metric))
+dimensions[['name']] <- length(unique(d3$name))
+dimensions[['host']] <- length(unique(d3$host))
+dimensions[['seg']] <- length(unique(d3$seg))
+
+x_breakpoints <- bins[seq(1, length(bins), dimensions[['seg']]/graph_config[['n_x_breakpoints']]+1)]
+#x_breakpoints[length(x_breakpoints)+1] <- (dimensions[['seg']]-0)*10
+
+out_dir = sprintf('%s/%d_%d', global[['fig_dir']], config[['jobid']], config[['crypted_jobid']])
+dir.create(out_dir, recursive=TRUE)
+
+
 
 for (col in graph_config[['cols']]) {
     for (view in graph_config[['views']]) {
-        visualize_categories (global, config, d3, view, col, x_breakpoints)
+        fn = sprintf('%s/%s_%s.png', out_dir, view, col)
+        fn_skip = sprintf("%s.skip", fn)
+
+        if (exceeds_limits(view, dimensions, graph_config)) {
+            if (file.exists(fn)) {
+                file.remove(fn)
+            }
+            f_skip<-file(fn_skip)
+            writeLines(c("dimensions too large"), f_skip)
+            close(f_skip)
+           print(sprintf('Skipping %s', fn))
+        }
+        else {
+            if (file.exists(fn_skip)) {
+                file.remove(fn_skip)
+            }
+            print(sprintf('Processing %s', fn))
+            visualize_categories(fn, global, config, graph_config, d3, view, col, x_breakpoints, dimensions)
+        }
     }
 }
 
diff --git a/scripts/visualize_all.sh b/scripts/visualize_all.sh
index 27e3586..c78e40e 100755
--- a/scripts/visualize_all.sh
+++ b/scripts/visualize_all.sh
@@ -1,9 +1,19 @@
 #!/bin/bash
 
 crypted_jobids=( )
-crypted_jobids=( $crypted_jobids 5024292 ) # ? nodes, high intensity
-crypted_jobids=( $crypted_jobids 7488914 ) # ? nodes, high problem_socre, boring
-crypted_jobids=( $crypted_jobids 4296426 ) # 1 node, uses 2 file systems
+#crypted_jobids=( $crypted_jobids 5024292 ) # ? nodes, high intensity
+#crypted_jobids=( $crypted_jobids 7488914 ) # ? nodes, high problem_socre, boring
+#crypted_jobids=( $crypted_jobids 4296426 ) # 1 node, uses 2 file systems
+
+crypted_jobids=( ${crypted_jobids[@]} 5024292 )
+crypted_jobids=( ${crypted_jobids[@]} 5208298 )
+crypted_jobids=( ${crypted_jobids[@]} 5240733 )
+crypted_jobids=( ${crypted_jobids[@]} 4583672 )
+crypted_jobids=( ${crypted_jobids[@]} 4482783 )
+crypted_jobids=( ${crypted_jobids[@]} 4496524 )
+crypted_jobids=( ${crypted_jobids[@]} 4296426 )
+crypted_jobids=( ${crypted_jobids[@]} 7488914 )
+crypted_jobids=( ${crypted_jobids[@]} 7266845 )
 
 set -x
 for cjobid in ${crypted_jobids[@]}; do