"""Mine unexpected patterns."""

import os

import sys

from src.algorithm import run_unex_patterns

from src.compressors import generation_complexity

from src.data import load_data, read_parameters

# ******************************************************** #

# Mine unexpected patterns

# ******************************************************** #

if __name__ == '__main__':

# Get parameters

FILENAME = sys.argv[1]

parameters = read_parameters(FILENAME)

OUTPATH = os.path.join(os.getcwd(), parameters.get('patterns_path'))

for dataset in parameters.get('datasets'):

print(f"Dataset: {dataset}\n{'='*(len(dataset)+10)}")

# Load netset data

adjacency, biadjacency, names, names_col, labels = load_data(dataset)

# Compute generation complexities

complexity_gen_graphs = generation_complexity(adjacency, biadjacency,

n_attrs=15, n_iter=300)

for s in parameters.get('s'):

print(f"Parameter s={s}\n{'-'*(len(str(s))+12)}")

# Run algorithm

outfilename = f"{dataset}_{str(parameters.get('beta'))}_{str(s)}_{parameters.get('delta')}"

nb_patterns = run_unex_patterns(adjacency=adjacency,

biadjacency=biadjacency,

names_col=names_col,

complexity_gen_graphs=complexity_gen_graphs,

order_attributes=True,

s=s,

beta=parameters.get('beta'),

delta=parameters.get('delta'),

without_constraints=False,

outfile=outfilename,

outpath=OUTPATH)