From 72e38fab08eccdf781d92621d96f0e6d0a5e76da Mon Sep 17 00:00:00 2001
From: Marcin-Ramotowski <marcin00.mr@gmail.com>
Date: Wed, 6 Aug 2025 23:22:15 +0200
Subject: [PATCH] Added script to generate charts with mean values

---
 data_analysis.py | 50 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 50 insertions(+)
 create mode 100644 data_analysis.py

diff --git a/data_analysis.py b/data_analysis.py
new file mode 100644
index 0000000..e645970
--- /dev/null
+++ b/data_analysis.py
@@ -0,0 +1,50 @@
+import matplotlib.pyplot as plt # type: ignore
+import os
+import statistics
+
+# Dane
+data = {
+    'Jenkins + Jenkins': (165, 158, 217, 164, 136, 135, 147, 145, 138, 134, 137, 129, 136, 142, 125, 138, 133, 136, 128, 131),
+    'Jenkins + ArgoCD': (181, 111, 115, 121, 128, 105, 108, 119, 112, 109, 110, 108, 111, 106, 113, 117, 113, 120, 113, 107),
+    'Jenkins + FluxCD' : (167, 119, 113, 110, 102, 126, 111, 113, 118, 106, 111, 104, 101, 105, 104, 106, 102, 105, 107, 103),
+    'Woodpecker + Woodpecker': (340, 348, 334, 363, 350, 339, 331, 354, 357, 351, 356, 347, 354, 341, 357, 352, 368, 336, 331, 340),
+    'Woodpecker + ArgoCD': (355, 360, 354, 344, 318, 353, 328, 305, 331, 324, 328, 349, 337, 328, 349, 350, 344, 344, 344, 341),
+    'Woodpecker + FluxCD' : (326, 344, 325, 337, 343, 358, 339, 341, 335, 354, 342, 355, 345, 334, 356, 346, 338, 342, 330, 333),
+    'Argo Workflows + Argo-Workflows': (190, 190, 169, 211, 172, 198, 207, 192, 212, 181, 168, 199, 216, 213, 220, 209, 192, 210, 196, 165),
+    'Argo Workflows + ArgoCD': (145, 159, 163, 148, 169, 185, 153, 148, 139, 176, 133, 140, 161, 135, 161, 130, 139, 164, 183, 183),
+    'Argo Workflows + FluxCD': (161, 136, 181, 157, 141, 139, 157, 149, 151, 139, 139, 148, 152, 142, 136, 149, 160, 145, 173, 161)
+}
+
+# Wyliczenie średnich
+labels = list(data.keys())
+means = [statistics.mean(data[k]) for k in labels]
+
+# Grupy indeksów do porównań
+groupings = [
+    [0, 1, 2],
+    [3, 4, 5],
+    [6, 7, 8],
+    [0, 3, 6],
+    [1, 4, 7],
+    [2, 5, 8]
+]
+
+# Folder wyjściowy (opcjonalnie)
+output_folder = "plots"
+os.makedirs(output_folder, exist_ok=True)
+
+# Generowanie wykresów
+for i, group in enumerate(groupings):
+    group_labels = [labels[j] for j in group]
+    group_means = [means[j] for j in group]
+    
+    plt.figure()
+    plt.bar(group_labels, group_means)
+    plt.ylabel("Średni czas wdrożenia (sek)")
+    plt.title(f"Porównanie średnich czasów wdrożenia")
+    plt.xticks(rotation=45)
+    plt.tight_layout()
+    plt.savefig(f"{output_folder}/mean_times_{i}.png")
+    plt.close()
+
+print("Wykresy zapisane!")
\ No newline at end of file