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updated plots

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This commit is contained in:
Lorenzo Venerandi
2025-03-10 23:00:38 +01:00
parent c29047b867
commit 5d514f59dd
2 changed files with 106 additions and 7 deletions
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21
plot_metrics.py
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@@ -12,7 +12,7 @@ def read_metrics(file_path):
return data['runs']
# Read metrics from the file
file_path = 'project/metrics.yaml' # Replace with your file path
file_path = 'res/metrics-parallel.yaml' # Replace with your file path
runs = read_metrics(file_path)
# Flatten data into a list of dictionaries
@@ -26,6 +26,9 @@ for run in runs:
if 'deploy' in run:
data.append({'Task': run['n_task'], 'Type': 'Deployment Time', 'Time': float(run['deploy']['components_deploy_time'])})
if 'time_total' in run:
data.append({'Task': run['n_task'], 'Type': 'Total Time', 'Time': float(run['time_total'])})
# Convert to DataFrame
df = pd.DataFrame(data)
@@ -91,16 +94,20 @@ def plot_barplot(metric, filename, color):
plt.close()
# Plot each metric separately
plot_boxplot('Build Time', 'build_time_boxplot.png', 'skyblue')
plot_lineplot('Build Time', 'build_time_lineplot.png', 'skyblue')
#plot_boxplot('Build Time', 'build_time_boxplot.png', 'skyblue')
#plot_lineplot('Build Time', 'build_time_lineplot.png', 'skyblue')
plot_barplot('Build Time', 'build_time_barplot.png', 'skyblue')
plot_boxplot('Generation Time', 'gen_time_boxplot.png', 'lightgreen')
plot_lineplot('Generation Time', 'gen_time_lineplot.png', 'lightgreen')
#plot_boxplot('Generation Time', 'gen_time_boxplot.png', 'lightgreen')
#plot_lineplot('Generation Time', 'gen_time_lineplot.png', 'lightgreen')
plot_barplot('Generation Time', 'gen_time_barplot.png', 'lightgreen')
plot_boxplot('Deployment Time', 'deploy_time_boxplot.png', 'salmon')
plot_lineplot('Deployment Time', 'deploy_time_lineplot.png', 'salmon')
#plot_boxplot('Deployment Time', 'deploy_time_boxplot.png', 'salmon')
#plot_lineplot('Deployment Time', 'deploy_time_lineplot.png', 'salmon')
plot_barplot('Deployment Time', 'deploy_time_barplot.png', 'salmon')
#plot_boxplot('Total Time', 'total_time_boxplot.png', 'purple')
#plot_lineplot('Total Time', 'total_time_lineplot.png', 'purple')
plot_barplot('Total Time', 'total_time_barplot.png', 'orange')
print('Plots saved successfully in "benchmark" directory!')