Theodolite Analysis

This directory contains Jupyter notebooks for analyzing and visualizing benchmark execution results and plotting. The following notebooks are provided:

• scalability-graph.ipynb: Creates a scalability graph for a certain benchmark execution.
• scalability-graph-final.ipynb: Combines the scalability graphs of multiple benchmarks executions (e.g. for comparing different configuration).
• lag-trend-graph.ipynb: Visualizes the consumer lag evaluation over time along with the computed trend.

Usage

For executing benchmarks and analyzing their results, a Python 3.7 installation is required (e.g., in a virtual environment). Our notebooks require some Python libraries, which can be installed via:

pip install -r requirements.txt 

We have tested these notebooks with Visual Studio Code, however, every other server should be fine as well.