A command-line tool for automatically classifying LCL problems on rooted trees.
Project description
Description
This folder contains a program that decides round complexity of homogenous LCL problems on (binary) trees.
The program uses three subroutines to determines a problem's complexity.
- constant_decider
- decides whether a problem is O(1) solvable or it is inherently harder
- log_decider
- decides whether a problem is log(n) solvable or it is inherently harder
- log_star_decider
- decides whether a problem is log*(n) solvable or it is inherently harder
Usage
-
Install dependencies by
pip3 install -r requirements
. -
Run
python -m rooted_tree_classifier
and describe (on standard input) constraints of a problem. For example:
Note that one needs to first run the classifier (python -m rooted_tree_classifier
) and only afterwards provide an input
on a separate line.
python -m rooted_tree_classifier
111
Expected output is O(1)
python -m rooted_tree_classifier
112 121 122
Expected output is O(1)
python -m rooted_tree_classifier
121 131 212 323
Expected output is O(log*n)
python -m rooted_tree_classifier
112 121
Expected output is Θ(log n)
python -m rooted_tree_classifier
112 123 131
Expected output is Θ(log n)
python -m rooted_tree_classifier
121 212
Expected output is Ω(n)
Tests
To execute tests, run the following from the root directory:
python -m unittest discover
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