diff --git a/metrics/report/report_dockerfile/scaling.R b/metrics/report/report_dockerfile/scaling.R
index 3fe04ce..806881b 100755
--- a/metrics/report/report_dockerfile/scaling.R
+++ b/metrics/report/report_dockerfile/scaling.R
@@ -132,11 +132,11 @@ for (currentdir in resultdirs) {
 				node_avail_gb=paste(nodename, "_avail_gb", sep="")
 				# Work out memory reduction by subtracting last (most consumed) from
 				srdata=cbind(mem_consumed=as.numeric(as.character(cdata[, node_avail_gb][1])) -
-					     as.numeric(as.character(cdata[, node_avail_gb][length(cdata[, node_avail_gb])])))
+							 as.numeric(as.character(cdata[, node_avail_gb][length(cdata[, node_avail_gb])])))
 				
 				node_cpu_idle=paste(nodename, "_cpu_idle", sep="")
 				srdata=cbind(srdata, cpu_consumed=as.numeric(as.character(cdata[, node_cpu_idle][1])) -
-					     as.numeric(as.character(cdata[, node_cpu_idle][length(cdata[, node_cpu_idle])])))
+							 as.numeric(as.character(cdata[, node_cpu_idle][length(cdata[, node_cpu_idle])])))
 				sudata=rbind(sudata, srdata)
 			}
 			sdata=cbind(sdata, mem_consumed=sum(sudata[, "mem_consumed"]))
@@ -185,10 +185,10 @@ mem_stats_plot = suppressWarnings(ggtexttable(data.frame(rstats),
 	rows=NULL
 	))
 
-# plot how samples varied over  'time'
-mem_line_plot <- ggplot(data=fndata, aes(as.numeric(as.character(pod)), 
-						    as.numeric(as.character(mem_free)), 
-						    colour=interaction(testname, node), group=interaction(testname, node))) +
+# plot how samples varied over	'time'
+mem_line_plot <- ggplot(data=fndata, aes(as.numeric(as.character(pod)),
+							as.numeric(as.character(mem_free)),
+							colour=interaction(testname, node), group=interaction(testname, node))) +
 	geom_line(alpha=0.2) +
 	geom_smooth(se=FALSE, method="loess", size=0.3) +
 	xlab("Pods") +
@@ -209,10 +209,10 @@ cpu_stats_plot = suppressWarnings(ggtexttable(data.frame(cstats),
 	rows=NULL
 	))
 
-# plot how samples varied over  'time'
-cpu_line_plot <- ggplot(data=fndata, aes(as.numeric(as.character(pod)), 
-						    as.numeric(as.character(cpu_idle)), 
-						    colour=interaction(testname, node), group=interaction(testname, node))) +
+# plot how samples varied over	'time'
+cpu_line_plot <- ggplot(data=fndata, aes(as.numeric(as.character(pod)),
+							as.numeric(as.character(cpu_idle)),
+							colour=interaction(testname, node), group=interaction(testname, node))) +
 	geom_line(alpha=0.2) +
 	geom_smooth(se=FALSE, method="loess", size=0.3) +
 	xlab("Pods") +
@@ -246,7 +246,7 @@ cpu_text <- paste("System CPU consumption statistics")
 cpu_text.p <- ggparagraph(text=cpu_text, face="italic", size="10", color="black")
 
 # See https://www.r-bloggers.com/ggplot2-easy-way-to-mix-multiple-graphs-on-the-same-page/ for
-# excellent examples 
+# excellent examples
 master_plot = grid.arrange(
 	mem_line_plot,
 	cpu_line_plot,
@@ -256,5 +256,5 @@ master_plot = grid.arrange(
 	cpu_text.p,
 	boot_line_plot,
 	nrow=7,
-        heights=c(1, 1, 0.8, 0.1, 0.8, 0.1, 1) )
+	heights=c(1, 1, 0.8, 0.1, 0.8, 0.1, 1) )
 
diff --git a/metrics/scaling/k8s_scale.sh b/metrics/scaling/k8s_scale.sh
index 70af7bc..c6bf836 100755
--- a/metrics/scaling/k8s_scale.sh
+++ b/metrics/scaling/k8s_scale.sh
@@ -39,68 +39,68 @@ TEST_NAME="k8s scaling"
 grab_stats() {
 	local launch_time_ms=$1
 	local n_pods=$2
-    local cpu_idle=()
-    local mem_free=()
+	local cpu_idle=()
+	local mem_free=()
 	info "And grab some stats"
 
-    local pods_json="$(cat << EOF
-            "n_pods": {
-                "Result": ${n_pods},
-                "Units" : "int"
-            }
+	local pods_json="$(cat << EOF
+			"n_pods": {
+				"Result": ${n_pods},
+				"Units" : "int"
+			}
 EOF
-    )"
-    metrics_json_add_array_fragment "$pods_json"
+	)"
+	metrics_json_add_array_fragment "$pods_json"
 
-    local launch_json="$(cat << EOF
-            "launch_time": {
-                "Result": $launch_time_ms,
-                "Units" : "ms"
-            }
+	local launch_json="$(cat << EOF
+			"launch_time": {
+				"Result": $launch_time_ms,
+				"Units" : "ms"
+			}
 EOF
-    )"
-    metrics_json_add_array_fragment "$launch_json"
+	)"
+	metrics_json_add_array_fragment "$launch_json"
 
-    metrics_json_start_nested_array
+	metrics_json_start_nested_array
 
-    # grab pods in the stats daemonset
-    # use 3 for the file descriptor rather than stdin otherwise the sh commands
-    # in the middle will read the rest of stdin
-    while read -u 3 name node; do
-        # Tell mpstat to measure over a short period, not only so we get slightly de-noised data, but also
-        # if you don't tell it the period, you will get the avg since boot, which is not what we want.
-        local cpu_idle=$(kubectl exec -ti $name -- sh -c "mpstat -u 3 1 | tail -1 | awk '{print \$11}'" | sed 's/\r//')
-        local mem_free=$(kubectl exec -ti $name -- sh -c "free | tail -2 | head -1 | awk '{print \$4}'" | sed 's/\r//')
+	# grab pods in the stats daemonset
+	# use 3 for the file descriptor rather than stdin otherwise the sh commands
+	# in the middle will read the rest of stdin
+	while read -u 3 name node; do
+		# Tell mpstat to measure over a short period, not only so we get slightly de-noised data, but also
+		# if you don't tell it the period, you will get the avg since boot, which is not what we want.
+		local cpu_idle=$(kubectl exec -ti $name -- sh -c "mpstat -u 3 1 | tail -1 | awk '{print \$11}'" | sed 's/\r//')
+		local mem_free=$(kubectl exec -ti $name -- sh -c "free | tail -2 | head -1 | awk '{print \$4}'" | sed 's/\r//')
 
-        info "idle [$cpu_idle] free [$mem_free] launch [$launch_time_ms] node [$node]"
+		info "idle [$cpu_idle] free [$mem_free] launch [$launch_time_ms] node [$node]"
 
-        # Annoyingly, it seems sometimes once in a while we don't get an answer!
-        # We should really retry, but for now, make the json valid at least
-        cpu_idle=${cpu_idle:-0}
-        mem_free=${mem_free:-0}
+		# Annoyingly, it seems sometimes once in a while we don't get an answer!
+		# We should really retry, but for now, make the json valid at least
+		cpu_idle=${cpu_idle:-0}
+		mem_free=${mem_free:-0}
 
-        local util_json="$(cat << EOF
-        {
-            "node": "${node}",
-            "cpu_idle": {
-                "Result": ${cpu_idle},
-                "Units" : "%"
-            },
-            "mem_free": {
-                "Result": ${mem_free},
-                "Units" : "kb"
-            }
-        }
+		local util_json="$(cat << EOF
+		{
+			"node": "${node}",
+			"cpu_idle": {
+				"Result": ${cpu_idle},
+				"Units" : "%"
+			},
+			"mem_free": {
+				"Result": ${mem_free},
+				"Units" : "kb"
+			}
+		}
 EOF
-        )"
+		)"
 
-        metrics_json_add_nested_array_element "$util_json"
+		metrics_json_add_nested_array_element "$util_json"
 
-    done 3< <(kubectl get pods --selector name=stats-pods -o json | jq -r '.items[] | "\(.metadata.name) \(.spec.nodeName)"')
+	done 3< <(kubectl get pods --selector name=stats-pods -o json | jq -r '.items[] | "\(.metadata.name) \(.spec.nodeName)"')
 
-    metrics_json_end_nested_array "node_util"
+	metrics_json_end_nested_array "node_util"
 
-    metrics_json_close_array_element
+	metrics_json_close_array_element
 }
 
 init() {