visualize battle log from csv

clashroyalebuildabot/bot_stats/battle_log.csv

@@ -0,0 +1,4 @@
+timestamp,win,trophies
+
+
+

clashroyalebuildabot/bot_stats/chart_utils.py

@@ -0,0 +1,32 @@
+import matplotlib.pyplot as plt
+import pandas as pd
+
+
+def draw_chart_from_battle_log():
+    data = pd.read_csv("battle_log.csv")
+
+    data["timestamp"] = pd.to_datetime(data["timestamp"])
+
+    data["result"] = data["win"]
+
+    plt.figure(figsize=(10, 5))
+    plt.xlabel("Timestamp")
+    plt.xticks(rotation=45)
+
+    plt.plot(data["timestamp"], data["trophies"], color="orange", marker="x")
+    plt.ylabel("Trophies")
+    plt.title("Battle Results and Trophies Over Time")
+    plt.legend(["Trophies"])
+
+    # add lines for win and loss
+    for i in range(len(data)):
+        if data["result"][i] == 1:
+            plt.axvline(x=data["timestamp"][i], color="green", alpha=0.5)
+        else:
+            plt.axvline(x=data["timestamp"][i], color="red", alpha=0.5)
+
+    plt.grid()
+    plt.show()
+
+
+draw_chart_from_battle_log()

pyproject.toml

@@ -32,7 +32,7 @@ dependencies = [
     "flake8==7.0.0",
     "isort==5.13.2",
     "pylint==3.1.0",
-
+    "matplotlib>=3.9.2"
 ]
 [project.optional-dependencies]
 cpu = [