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diff --git a/code/eval/experiments/create_pdf.ipynb b/code/eval/experiments/create_pdf.ipynb
index 58e2f64e207697cb8e69e4db40f5e25248b91b45..eb832cce4776c9787c9f54a1857695344ede6d69 100644
--- a/code/eval/experiments/create_pdf.ipynb
+++ b/code/eval/experiments/create_pdf.ipynb
@@ -3,6 +3,9 @@
{
"cell_type": "code",
<<<<<<< HEAD
+<<<<<<< HEAD
+=======
+>>>>>>> fafe180 (rename created pdfs)
"execution_count": 10,
"metadata": {},
"outputs": [
@@ -73,8 +76,11 @@
},
{
"cell_type": "code",
+<<<<<<< HEAD
=======
>>>>>>> 166aba1 (moved a lot of eval files)
+=======
+>>>>>>> fafe180 (rename created pdfs)
"execution_count": 11,
"metadata": {},
"outputs": [
diff --git a/code/eval/experiments/csv_to_chart.ipynb b/code/eval/experiments/csv_to_chart.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..9152c0cfa6a512e22171fb033714cd7390c0702b
--- /dev/null
+++ b/code/eval/experiments/csv_to_chart.ipynb
@@ -0,0 +1,105 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_1500\\query_logs\\memgraph\\2024-02-11_11-58-08_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_1500\\query_logs\\neo4j\\2024-02-11_11-58-08_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_1500\\query_logs\\ongdb\\2024-02-11_11-58-08_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_1500\\query_logs\\pg\\2024-02-11_11-58-08_query_execution_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2000\\query_logs\\memgraph\\2024-02-12_12-12-38_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2000\\query_logs\\neo4j\\2024-02-12_12-12-38_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2000\\query_logs\\ongdb\\2024-02-12_12-12-38_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2000\\query_logs\\pg\\2024-02-12_12-12-38_query_execution_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2500\\query_logs\\memgraph\\2024-02-12_20-31-09_query_execution_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2500\\query_logs\\neo4j\\2024-02-12_20-31-09_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2500\\query_logs\\ongdb\\2024-02-12_20-31-09_query_logs.pdf. Skipping file.\n",
+ "Column 'Time' not found in C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\\240212_window_size_2500\\query_logs\\pg\\2024-02-12_20-31-09_query_execution_logs.pdf. Skipping file.\n",
+ "Charts created and saved as PDFs.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import os\n",
+ "import pandas as pd\n",
+ "import plotly.express as px\n",
+ "\n",
+ "# Base directory where your CSV files are located\n",
+ "base_directory = r\"C:\\Studium_MIN\\05_Masterarbeit\\thesis\\ma_code\\code\\eval\\experiments\"\n",
+ "\n",
+ "# Function to create a chart from a dataframe and save as PDF\n",
+ "def create_and_save_chart(df, file_path):\n",
+ " # Convert 'Time' column to datetime type for better x-axis formatting\n",
+ " # Ensuring the 'Time' column is recognized, accounting for potential case sensitivity\n",
+ " time_column = next((col for col in df.columns if col.lower() == 'time'), None)\n",
+ " if time_column is None:\n",
+ " print(f\"Column 'Time' not found in {file_path}. Skipping file.\")\n",
+ " return\n",
+ " \n",
+ " df[time_column] = pd.to_datetime(df[time_column])\n",
+ " \n",
+ " # Melting the dataframe to make it long-form which Plotly prefers\n",
+ " df_long = df.melt(id_vars=[time_column], var_name='Metric', value_name='Value')\n",
+ " \n",
+ " # Creating a line chart with Plotly Express\n",
+ " fig = px.line(df_long, x=time_column, y='Value', color='Metric',\n",
+ " title='Metrics Over Time', labels={'Value': 'Metric Value', time_column: 'Time'})\n",
+ " \n",
+ " # Improve layout (optional)\n",
+ " fig.update_layout(xaxis_title='Time',\n",
+ " yaxis_title='Value',\n",
+ " legend_title='Metric',\n",
+ " template='plotly_white')\n",
+ "\n",
+ " # Use write_image to save the figure as a PDF, leveraging kaleido\n",
+ " fig.write_image(file_path, format='pdf', width=1980, height=1080)\n",
+ "\n",
+ "# Traverse the directory tree\n",
+ "for root, dirs, files in os.walk(base_directory):\n",
+ " for filename in files:\n",
+ " if filename.endswith(\".csv\"):\n",
+ " file_path = os.path.join(root, filename)\n",
+ " # Read the CSV file into a DataFrame\n",
+ " df = pd.read_csv(file_path)\n",
+ " \n",
+ " # Automatically trim column names and check for 'Time' column case sensitivity\n",
+ " df.columns = [col.strip() for col in df.columns] # Trim whitespace from column names\n",
+ " \n",
+ " # Define the path for the PDF file\n",
+ " pdf_path = os.path.splitext(file_path)[0] + '.pdf'\n",
+ " \n",
+ " # Create and save the chart\n",
+ " create_and_save_chart(df, pdf_path)\n",
+ "\n",
+ "print(\"Charts created and saved as PDFs.\")\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.3"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}