added average to performance times

scripts/bash/cluster/performanceAnalysis/plotExperiments.py

@@ -0,0 +1,25 @@
+import matplotlib.pyplot as plt
+import networkx as nx
+from matplotlib.animation import FuncAnimation
+import pandas as pd
+#import seaborn as sns
+import numpy as np
+import os
+
+# read the timeseries data, the data is in the format of:
+# graphNodesNumber	numberProcesses	numberTypes	numberIterations	time
+
+# read the data
+data = pd.read_csv("/home/josura/Projects/ccc/c2c-sepia/scripts/bash/cluster/performanceAnalysis/performanceTimes.tsv", sep="\t")
+
+# add a column with the average time, group by the number of nodes and the number of processes
+data["averageTime"] = data.groupby(["graphNodesNumber", "numberProcesses"])["time"].transform("mean")
+
+# plot in 3d the number of processes, the number of nodes and the time
+fig = plt.figure()
+ax = fig.add_subplot(111, projection='3d')
+ax.scatter(data["graphNodesNumber"], data["numberProcesses"], data["averageTime"])
+ax.set_xlabel('Number of Nodes')
+ax.set_ylabel('Number of Processes')
+ax.set_zlabel('Time')
+plt.show()