✨ (analysis) auto export graphs

loadtesting/notebooks/locust.ipynb

@@ -9,6 +9,7 @@
     "from scipy import stats\n",
     "import pytz\n",
     "import plotly.graph_objects as go\n",
+    "import os\n",
     "from matplotlib.ticker import ScalarFormatter, LogLocator"
    ],
    "id": "f546290dcd056f13",
@@ -20,7 +21,9 @@
    "id": "3d6de811535875d3",
    "metadata": {},
    "source": [
-    "basedir = \"../data/2024-07-13/\"\n",
+    "basedir = \"../data/baseapp/2024-07-13/14_30-17_30/\"\n",
+    "outputdir = basedir+\"output/\"\n",
+    "os.makedirs(outputdir, exist_ok=True)\n",
     "locust_data_history_file = basedir + \"data_stats_history.csv\"\n",
     "locust_data_file = basedir + \"data_stats.csv\"\n",
     "\n",
@@ -30,8 +33,7 @@
     "    {\"users\": 300},\n",
     "    {\"users\": 500},\n",
     "    {\"users\": 800},\n",
-    "    {\"users\": 1300},\n",
-    "    {\"users\": 2100}\n",
+    "    {\"users\": 1300}\n",
     "]\n",
     "\n",
     "valid_users = set()\n",
@@ -174,6 +176,7 @@
     "ax2.legend(loc='upper right')\n",
     "\n",
     "plt.title('User Count Performance Metrics over Time')\n",
+    "plt.savefig(outputdir+'requests_by_stage.png')\n",
     "plt.show()"
    ],
    "id": "1d9b22107c2c29a8",
@@ -202,6 +205,7 @@
     "ax2.legend(loc='upper right')\n",
     "\n",
     "plt.title('Response Time Metrics over Time')\n",
+    "plt.savefig(outputdir+'requests_time_by_stage.png')\n",
     "plt.show()"
    ],
    "id": "ab2c8c0f950ff28a",
@@ -224,6 +228,7 @@
     "plt.gca().yaxis.set_major_formatter(ScalarFormatter())\n",
     "plt.gca().yaxis.set_minor_locator(LogLocator(base=10))\n",
     "plt.xticks(rotation=45)\n",
+    "plt.savefig(outputdir+'box_plt_average_response_time_by_stage.png')\n",
     "plt.show()\n",
     "\n",
     "\n",
@@ -238,6 +243,7 @@
     "plt.gca().yaxis.set_minor_locator(LogLocator(base=10))\n",
     "plt.ylabel('Total Median Response Time (ms)')\n",
     "plt.xticks(rotation=45)\n",
+    "plt.savefig(outputdir+'box_plt_mean_response_time_by_stage.png')\n",
     "plt.show()"
    ],
    "outputs": [],
@@ -257,6 +263,7 @@
     "plt.title('Average Failure Rate by Stage')\n",
     "plt.xlabel('User Count')\n",
     "plt.ylabel('Failure Rate')\n",
+    "plt.savefig(outputdir+'plt_average_failure_rate_by_stage.png')\n",
     "plt.show()"
    ],
    "outputs": [],
@@ -274,8 +281,6 @@
     "    'Failure Rate': ['mean', 'median', 'std']\n",
     "})\n",
     "\n",
-    "print(summary_stats)\n",
-    "\n",
     "# Visualisierung der zusammengefassten Statistiken\n",
     "summary_stats.plot(kind='bar', subplots=True, layout=(3, 3), figsize=(18, 16))\n",
     "plt.show()"
@@ -312,6 +317,7 @@
     "plt.ylabel('Total Median Response Time')\n",
     "plt.legend()\n",
     "plt.grid(True)\n",
+    "plt.savefig(outputdir+'confidence_intervals_median_response_time.png')\n",
     "plt.show()"
    ],
    "outputs": [],
@@ -346,6 +352,7 @@
     "plt.ylabel('Failure Rate')\n",
     "plt.legend()\n",
     "plt.grid(True)\n",
+    "plt.savefig(outputdir+'confidence_intervals_failure_rate.png')\n",
     "plt.show()"
    ],
    "outputs": [],