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import pandas as pd | |
import numpy as np | |
import lightgbm as lgb | |
import argparse | |
import pickle | |
import yaml | |
import math | |
import time | |
def main(pickledir): | |
with open(pickledir, 'rb') as fd: | |
each_faction_dataset = pickle.load(fd) | |
for faction in each_faction_dataset.keys(): | |
X_data = lgb.Dataset(each_faction_dataset[faction]['features']) | |
y_data = each_faction_dataset[faction]['vp'] | |
if __name__ == '__main__': | |
parser = argparse.ArgumentParser(description='Input DVC params.') | |
parser.add_argument('--params', type=str) | |
args = parser.parse_args() | |
paramsdir = args.params | |
with open(paramsdir, 'r') as fd: | |
params = yaml.safe_load(fd) | |
pickledir = params['prepare-step2']['pickle-dir'] | |
main(pickledir) | |