From 72d150db066ac702e819b94df88c0d210ddb7cd8 Mon Sep 17 00:00:00 2001
From: Tr1xt4n <tristan.minierpro@gmail.com>
Date: Fri, 24 Mar 2023 10:37:35 +0100
Subject: [PATCH] plot

---
 plot/main.py | 47 +++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 47 insertions(+)
 create mode 100644 plot/main.py

diff --git a/plot/main.py b/plot/main.py
new file mode 100644
index 0000000..2bfb0dc
--- /dev/null
+++ b/plot/main.py
@@ -0,0 +1,47 @@
+import os
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+
+"""
+data = pd.read_csv("data.csv", delimiter=';').to_numpy()
+
+tick = data[:, 0]
+
+rb = data[:, 4]
+
+"""
+nb_files = os.listdir('export/')
+
+size = len(nb_files)
+
+# main array
+averages = np.empty((size, 2))
+nb = 0
+for i in nb_files:
+    data = pd.read_csv("export" + os.sep + i, delimiter=';').to_numpy()
+    rb = data[:, 4]
+
+    total = 0.0
+    for x in rb:
+        total = total + x
+    average = total / len(rb)
+    nb_users = i.split(".")[0]
+    averages[nb, 0] = int(nb_users)
+    averages[nb, 1] = average
+    nb += 1
+
+# Data for plotting
+averages.sort(axis=0)
+x = averages[:, 0]
+y = averages[:, 1]
+
+print(averages)
+fig, ax = plt.subplots()
+ax.scatter(x, y)
+
+ax.set(xlabel='users', ylabel='ressources (RB)', title='MaxSNR')
+ax.grid()
+
+# fig.savefig("test.png")
+plt.show()