danker - Compute PageRank on large graphs with off-the-shelf hardware.

• Standalone with any input graph:

  $ pip install danker
  $ python -m danker -h
     usage: python -m danker [-h] [-r RIGHT_SORTED] [-p OUTPUT_PRECISION] [-i]
                             left_sorted damping iterations start_value
  
     danker - Compute PageRank on large graphs with off-the-shelf hardware.
  
     positional arguments:
       left_sorted           A two-column, tab-separated file sorted by the left
                             column.
       damping               PageRank damping factor(between 0 and 1).
       iterations            Number of PageRank iterations (>0).
       start_value           PageRank starting value (>0).
  
     optional arguments:
       -h, --help            show this help message and exit
       -r RIGHT_SORTED, --right_sorted RIGHT_SORTED
                             The same file as left_sorted but sorted by the right
                             column.
       -p OUTPUT_PRECISION, --output_precision OUTPUT_PRECISION
                             Number of places after the decimal point.
       -i, --int_only        All nodes are integers (flag)
  
  $ wget https://raw.githubusercontent.com/athalhammer/danker/master/test/graphs/test.links
  $ python3 -m danker test.links 0.85 30 1
     1.2.3.4.5.6.7.8.9.10.11.12.13.14.15.16.17.18.19.20.21.22.23.24.25.26.27.28.29.30.
     Computation of PageRank on 'test.links' with danker took 0.00 seconds.
     C	3.18985350447380434
     B	3.55722134157057246
     A	0.30410528185694391
     D	0.36260066319290651
     F	0.36260066319290651
     E	0.75035528185694389
     G	0.15000000000000002
     H	0.15000000000000002
     I	0.15000000000000002
     K	0.15000000000000002
     L	0.15000000000000002
  

• As Python library for computing PageRank on large graphs:

  $ pip install danker
  $ python
  >>> import danker
  

  More information on this option can be found at https://danker.rtfd.org.

More information on the project: Compute PageRank on the Wikipedia graph