2021-05-17_data_settler.ipynb

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 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import re\n",
    "import time\n",
    "import matplotlib.pyplot as plt\n",
    "from collections import Counter\n",
    "import pickle\n",
    "\n",
    "from utils import DataLoader, TimeKeeper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# data = DataLoader.SHLDataLoader('data/train/', ratio = None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Location Loading...\n",
      "Location 读取完成，共 911109 条数据，用时 0.58s\n",
      "Wifi Loading...\n",
      "Wifi 读取完成，共 1459351 条数据，用时 33.75s\n",
      "Wifi Detail Loading...\n",
      "\t-- Wifi 详细信息提取完成，共 1459351 条数据，用时 1027.54s\n",
      "GPS Loading...\n",
      "GPS 读取完成，共 1322749 条数据，用时 25.73s\n",
      "GPS Detail Loading...\n",
      "\t-- GPS 详细信息提取完成，共 1322749 条数据，用时 995.55s\n",
      "Cells Loading...\n",
      "Cells 读取完成，共 1324881 条数据，用时 23.34s\n",
      "Cells Detail Loading...\n",
      "\t-- Cells 详细信息提取完成，共 1324881 条数据，用时 2065.17s\n",
      "Label Loading...\n",
      "Label 读取完成，共 980527 条数据，用时 0.21s\n"
     ]
    }
   ],
   "source": [
    "# data.load_all(detail = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # save\n",
    "# file = open('data/mid_res/data_detail_full.pickle', 'wb')\n",
    "# pickle.dump(data, file)\n",
    "# file.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load\n",
    "with open('data/mid_res/data_detail_full.pickle', 'rb') as file:\n",
    "    data = pickle.load(file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ]
}