PageRank evaluation

Different ways to evaluate PageRank and graphcoloring in Haskell. I also have a PageRank with preprocessing which executes PageRank using a graphcoloring ordering scheme.

Setup

# make sure you have cloned sub-repositories
git clone --recursive
# or, if you already cloned:
git submodule update --init --recursive

Build

stack build
# If you want to:
stack test

I personally use nix: ./shell.nix should take care of all dependencies and can be used with nix-shell

Scripts

• ./getData.sh downloads some nice graphs from Stanford's SNAP framework (which is nice of Leskovec to put out).
• ./makeImage.sh converts dotfiles to (more) human-viewable image files.
• ./parseToLatex.sh converts output from benchmarks to a format which is more easily read by latex. See header of ./benchmarkparser/Main.hs. Most notably it groups results by graphname instead of method used.

Folders

• executables: Main and benchmarks
• benchmarkparser: takes output from benchmark (dist/benchmark.csv) and groups it by graphname instead of method name. Useful for making latex figures.
• internalutil: stuff that needs to be shared across other folders/projects. Right now its just a placeholder for the graph representation.

The other folders hold general implementation-level code.

Usage

Measure energy usage

Probably the coolest feature of this repository. It depends on green-haskell's fork of criterion. By default, results are written to dist/benchmark.csv.
You get energy usage results by running (e.g.) stack bench --benchmark-arguments "--regress energy:iters -m prefix small/doubleSquareEA". Some systems might require you to run this as root. In that case, prefix the previous command with sudo and add --allow-different-user as an argument.

Evaluating single methods:

stack --nix build && stack  exec -- executables --file executables/input/500nodes4color.txt --method coloringGreedy
stack --nix build && stack  exec -- executables --file executables/input/500nodes4color.txt --method pagerankIO
# Visualize coloring. Example below
stack --nix build && stack  exec -- executables --file executables/input/500nodes4color.txt --method visualize && ./makeImage.sh # && xdg-open dist/graph.png
# ...etc. See executables/Main.hs for more options

Example coloring

Misc

A lot of this source code is written in a rush and by myself, so there is little adherence to conventional standards (outside of GHC's -Wall). If you want to use this project, you can ask me questions regarding code and I can try to clarify.

The source code right now has some commented out parts from the lvars dependency. This was a really cool project I want to make more use of, but haven't found the time yet to implement properly.