신호생성 repo (24. 1. 5 ~).
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import os
import pandas as pd
import numpy as np
import sys
sys.path.append('Scripts')
from preprocess_daily import DailyPreprocessor
from generate_signals import SignalGenerator
self = DailyPreprocessor()
self.load_data() # 1
self.make_match1() # 2-1
self.make_match2() # 2-2
self.make_match3() # 2-3
# helper dictionaries
im2inc_angle = dict() # a dictionary that maps (inter_no, move_no) to inc_angle
im2out_angle = dict() # a dictionary that maps (inter_no, move_no) to out_angle
for row in self.angle.itertuples():
inter_no = row.inter_no
move_no = row.move_no
angle_code = row.angle_code
im2inc_angle[(inter_no, move_no)] = angle_code[:3]
im2out_angle[(inter_no, move_no)] = angle_code[3:]
for inter_no in self.inter_nos:
im2inc_angle[(inter_no, 17)] = np.nan
im2out_angle[(inter_no, 17)] = np.nan
im2inc_angle[(inter_no, 18)] = np.nan
im2out_angle[(inter_no, 18)] = np.nan
# 진입, 진출 방위각 매칭
self.match4 = self.match3.copy()
for i, row in self.match4.iterrows():
inter_no = row.inter_no
move_no = row.move_no
self.match4.at[i, 'inc_angle'] = im2inc_angle[(inter_no, move_no)]
self.match4.at[i, 'out_angle'] = im2out_angle[(inter_no, move_no)]
self.match4.head()