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