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321 lines
9.4 KiB
321 lines
9.4 KiB
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import pandas as pd\n",
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"import numpy as np\n",
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"import sys\n",
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"import copy\n",
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"sys.path.append('../../Scripts')\n",
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"from preprocess_daily import DailyPreprocessor\n",
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"from generate_signals import SignalGenerator"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"1. 데이터를 준비합니다.\n",
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"1-1. 네트워크가 로드되었습니다.\n",
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"1-2. 테이블들이 로드되었습니다.\n",
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"2. 신호이력 테이블을 변환합니다.\n",
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"3. 이동류정보 테이블을 변환합니다.\n",
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"4. 통합 테이블을 생성합니다.\n"
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]
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}
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],
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"source": [
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"self = SignalGenerator()\n",
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"self.prepare_data() # 1 \n",
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"self.process_history() # 2\n",
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"self.process_movement() # 3\n",
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"self.make_histids() # 4\n",
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"self.set_timepoints()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['u00', 'u20', 'u30', 'u31', 'u32', 'u60']"
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]
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},
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"self.uturn_ids"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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" inter_no node_id start_unix phas_A phas_B move_A move_B duration \\\n",
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"0 175 i0 1704415810 1 1 8 4 43 \n",
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"1 175 i0 1704415810 2 2 7 3 45 \n",
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"2 175 i0 1704415810 3 3 6 1 33 \n",
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"3 175 i0 1704415810 3 4 6 2 22 \n",
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"4 175 i0 1704415810 4 4 5 2 37 \n",
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".. ... ... ... ... ... ... ... ... \n",
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"387 210 u60 1704416820 1 1 6 18 25 \n",
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"388 210 u60 1704416820 1 2 6 2 13 \n",
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"389 210 u60 1704416820 2 2 5 2 38 \n",
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"390 210 u60 1704416820 3 3 7 4 62 \n",
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"391 210 u60 1704416820 4 4 8 3 21 \n",
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"0 grrrgrrrgGGGGrgrr gGGrgrrrgrrrrrgrr \n",
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"4 grrrgrrrgrrrrrgrG grrrgrrrgrrrrrgGr \n",
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".. ... ... \n",
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"387 GGGGGGGGr GGGGGGGGr \n",
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"388 GGGGGGGGr GGGGGGGGr \n",
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"391 GGGGGGGGr GGGGGGGGr \n",
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"[392 rows x 10 columns]"
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],
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