Performance evaluation of Map implementations in Java, Python and CS

BSc. Thesis 2023

Kristian Nedelchev

This respository contains the code needed to reproduce the experiments conducted in my BSc. thesis. The paper itself can be found in Performance evaluation of Map implementations in Java, Python and CS.pdf. Description of the files below:

• data-set-generator\dataset_generator.py. contains the source code that generates the data sets with which the experiments will be conducted.
• python-benchmarks\Benchmark.py contains the source code that evaluates the performance of Python's dict.
• java-benchmarks\Benchmark.java contains the source code that evaluates the performance of Java's HashMap.
• cs-benchmarks\Benchmark.cs contains the source code that evaluates the performance of C#'s Dictionary.
• graph-generator\main.py contains the Python script that generates the graphs from the results of the experiments.
• Data-sets contains the data sets that were used to perform the experiments
• Results contains the results of the experiments