added script to plot metrics

plot_metrics.py

@@ -0,0 +1,54 @@
+import matplotlib.pyplot as plt
+import yaml
+
+# Function to read and parse the file
+def read_metrics(file_path):
+    with open(file_path, 'r') as file:
+        data = yaml.safe_load(file)
+    return data['runs']
+
+# Read metrics from the file
+file_path = 'project/metrics.yaml'  # Replace with the correct file path
+runs = read_metrics(file_path)
+
+# Extracting values
+n_tasks = [run['n_task'] for run in runs]
+build_times = [float(run['build']['components_build_time']) for run in runs]
+gen_times = [float(run['code_gen']['gen_time']) for run in runs]
+deploy_times = [float(run['deploy']['components_deploy_time']) for run in runs]
+
+# Plotting Build Time
+plt.figure(figsize=(8, 6))
+ax = plt.gca()  # Get current axis
+p = ax.bar(n_tasks, build_times, color='b')
+ax.bar_label(p, label_type='edge')
+ax.set_title('Build Time')
+ax.set_xlabel('Number of Tasks')
+ax.set_ylabel('Build Time (seconds)')
+plt.tight_layout()
+plt.savefig('build_time_plot.png')  # Save the plot as an image
+plt.close()
+
+# Plotting Code Generation Time
+plt.figure(figsize=(8, 6))
+ax = plt.gca()  # Get current axis
+p = ax.bar(n_tasks, gen_times, color='g')
+ax.bar_label(p, label_type='edge')
+ax.set_title('Code Generation Time')
+ax.set_xlabel('Number of Tasks')
+ax.set_ylabel('Generation Time (seconds)')
+plt.tight_layout()
+plt.savefig('gen_time_plot.png')  # Save the plot as an image
+plt.close()
+
+# Plotting Deployment Time
+plt.figure(figsize=(8, 6))
+ax = plt.gca()  # Get current axis
+p = ax.bar(n_tasks, deploy_times, color='r')
+ax.bar_label(p, label_type='edge')
+ax.set_title('Deployment Time')
+ax.set_xlabel('Number of Tasks')
+ax.set_ylabel('Deployment Time (seconds)')
+plt.tight_layout()
+plt.savefig('deploy_time_plot.png')  # Save the plot as an image
+plt.close()