commit 4eaefeaf1c22d39724c52b8fd1014f820b263143
parent 56a9cad1e5fac07c7d27598ec8131d1af83735fc
Author: William Lindholm <william_lindholm@outlook.com>
Date: Thu, 7 Dec 2023 22:42:49 +0100
Generated graphs using matplotlib.
Diffstat:
5 files changed, 1855 insertions(+), 0 deletions(-)
diff --git a/pythonPlotting/Figure_1_bucketSort.png b/pythonPlotting/Figure_1_bucketSort.png
Binary files differ.
diff --git a/pythonPlotting/Figure_2_insertionSort.png b/pythonPlotting/Figure_2_insertionSort.png
Binary files differ.
diff --git a/pythonPlotting/problem1_data_bucketSort.txt b/pythonPlotting/problem1_data_bucketSort.txt
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diff --git a/pythonPlotting/problem1_data_insertionSort.txt b/pythonPlotting/problem1_data_insertionSort.txt
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+\ No newline at end of file
diff --git a/pythonPlotting/problem1_generatePlot.py b/pythonPlotting/problem1_generatePlot.py
@@ -0,0 +1,52 @@
+import os
+import matplotlib.pyplot as plt
+from mpl_toolkits.mplot3d import Axes3D
+import numpy as np
+
+# Function to read measurements from a file
+def read_measurements(filename):
+ measurements = []
+ with open(filename, 'r') as file:
+ for line in file:
+ parts = line.strip().split(',')
+ if len(parts) == 3:
+ measurements.append((int(parts[0]), int(parts[1]), float(parts[2])))
+ return measurements
+
+# Get the current directory and construct the file path
+current_dir = os.getcwd()
+file_path = os.path.join(current_dir, 'problem1_data_insertionSort.txt')
+
+# Read measurements from file
+measurements = read_measurements(file_path)
+
+# Unpacking the measurements
+max_values, array_sizes, times = zip(*measurements)
+
+# Convert to numpy arrays for easier handling
+max_values = np.array(max_values)
+array_sizes = np.array(array_sizes)
+times = np.array(times)
+
+# Creating the 3D plot
+fig = plt.figure(figsize=(16, 12)) # Increase the figure size (width, height) in inches
+ax = fig.add_subplot(111, projection='3d')
+
+# Plotting
+scatter = ax.scatter(max_values, array_sizes, times, c=times, cmap='viridis', marker='o')
+
+# Adding labels and title
+ax.set_xlabel('Max Integer Value')
+ax.set_ylabel('Array Length')
+ax.set_zlabel('Time (seconds)')
+
+# Adding a color bar
+color_bar = fig.colorbar(scatter, ax=ax, extend='both')
+color_bar.set_label('Sorting Time (seconds)')
+
+plt.subplots_adjust(left=0.1, right=0.9, top=0.9, bottom=0.1)
+
+plt.savefig(os.path.join(current_dir, '3d_plot.png'), dpi=500)
+
+# Show the plot
+plt.show()
+\ No newline at end of file
