{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import re\n",
    "\n",
    "import pandas as pd\n",
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "data": {
      "text/plain": 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     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "headers = {\"User-Agent\":'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36'}\n",
    "text=requests.get('http://money.finance.sina.com.cn/quotes_service/api/json_v2.php/CN_MarketData.getKLineData?symbol=sh600620&scale=240&ma=no&datalen=10000',headers=headers)\n",
    "text.text"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
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     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text=text.text\n",
    "text"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "outputs": [
    {
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'7.200', '7.320', '15500'),\n ('1996-02-13', '7.250', '7.500', '7.250', '7.430', '3900'),\n ('1996-02-14', '7.450', '7.500', '7.450', '7.480', '11600'),\n ('1996-02-15', '7.480', '7.600', '7.480', '7.580', '11100'),\n ('1996-02-16', '7.640', '7.960', '7.640', '7.900', '41500'),\n ('1996-03-04', '8.000', '8.560', '8.000', '8.500', '181000'),\n ('1996-03-05', '8.400', '8.520', '8.030', '8.180', '66100'),\n ('1996-03-06', '8.080', '8.150', '7.750', '7.800', '59700'),\n ('1996-03-07', '7.750', '7.900', '7.750', '7.850', '22000'),\n ('1996-03-08', '7.820', '8.160', '7.750', '8.050', '55300'),\n ('1996-03-11', '8.010', '8.050', '7.860', '7.920', '24300'),\n ('1996-03-12', '8.000', '8.000', '7.850', '7.900', '19700'),\n ('1996-03-13', '7.830', '8.000', '7.830', '7.940', '16700'),\n ('1996-03-14', '7.820', '7.980', '7.820', '7.900', '4200'),\n ('1996-03-15', '7.800', '8.000', '7.800', '8.000', '7900'),\n ('1996-03-18', '7.810', '8.020', '7.810', '8.000', '18300'),\n ('1996-03-19', '7.850', '7.980', '7.850', '7.960', '3700'),\n ('1996-03-20', '7.800', '8.000', '7.800', '8.000', '9300'),\n ('1996-03-21', '8.000', '8.090', '7.950', '8.020', '16800'),\n ('1996-03-22', '8.000', '8.030', '7.900', '7.930', '22200'),\n ('1996-03-25', '7.990', '8.090', '7.990', '8.000', '7700'),\n ('1996-03-26', '8.020', '8.020', '7.950', '7.950', '9400'),\n ('1996-03-27', '7.800', '7.900', '7.800', '7.860', '7700'),\n ('1996-03-28', '7.850', '7.850', '7.800', '7.830', '19500'),\n ('1996-03-29', '7.830', '8.090', '7.800', '7.800', '16800'),\n ('1996-04-01', '7.980', '8.280', '7.910', '8.100', '89900'),\n ('1996-04-02', '7.900', '8.080', '7.900', '7.950', '14500'),\n ('1996-04-03', '7.930', '8.250', '7.930', '8.230', '60000'),\n ('1996-04-04', '8.300', '8.300', '8.210', '8.270', '61600'),\n ('1996-04-05', '8.260', '8.700', '8.200', '8.630', '195400'),\n ('1996-04-08', '8.600', '8.960', '8.500', '8.770', '433500'),\n ('1996-04-09', '8.720', '8.730', '8.590', '8.660', '105100'),\n ('1996-04-10', '8.600', '8.880', '8.590', '8.610', '71500'),\n ('1996-04-11', '8.650', '8.800', '8.570', '8.800', '116600'),\n ('1996-04-12', '8.750', '9.000', '8.750', '8.800', '222200'),\n ('1996-04-15', '8.800', '8.830', '8.650', '8.820', '69200'),\n ('1996-04-16', '8.750', '8.910', '8.750', '8.900', '371900'),\n ('1996-04-17', '8.910', '9.050', '8.910', '8.950', '264300'),\n ('1996-04-18', '8.950', '9.040', '8.850', '9.000', '48100'),\n ('1996-04-19', '9.080', '9.250', '9.020', '9.250', '192500'),\n ('1996-04-22', '9.250', '9.780', '9.200', '9.220', '424700'),\n ('1996-04-23', '9.230', '9.540', '9.230', '9.450', '175900'),\n ('1996-04-24', '9.600', '9.810', '9.600', '9.800', '319900'),\n ('1996-04-25', '10.200', '10.400', '9.800', '9.880', '469000'),\n ('1996-04-26', '10.980', '11.880', '10.500', '10.940', '578900'),\n ('1996-04-29', '11.020', '11.500', '11.020', '11.450', '690600'),\n ('1996-04-30', '11.400', '11.600', '10.500', '10.610', '431600'),\n ('1996-05-02', '11.200', '11.370', '9.960', '10.000', '343700'),\n ('1996-05-03', '10.000', '10.100', '9.650', '9.880', '157400'),\n ('1996-05-06', '9.800', '10.050', '9.780', '9.960', '159500'),\n ('1996-05-07', '9.910', '10.000', '9.510', '9.680', '81000'),\n ('1996-05-08', '10.070', '10.070', '9.680', '9.730', '81400'),\n ('1996-05-09', '9.730', '9.880', '9.650', '9.700', '53600'),\n ('1996-05-10', '9.700', '9.700', '9.300', '9.700', '65200'),\n ('1996-05-13', '9.700', '9.750', '9.550', '9.620', '33900'),\n ('1996-05-14', '9.620', '9.750', '9.560', '9.650', '59700'),\n ('1996-05-15', '9.650', '9.870', '9.600', '9.780', '57600'),\n ('1996-05-16', '9.880', '10.100', '9.790', '9.850', '147300'),\n ('1996-05-17', '9.850', '10.600', '9.850', '10.600', '156100'),\n ('1996-05-20', '11.280', '11.280', '10.310', '10.500', '307500'),\n ('1996-05-21', '10.520', '10.700', '10.000', '10.000', '186200'),\n ('1996-05-22', '9.800', '10.140', '9.730', '10.000', '117600'),\n ('1996-05-23', '9.880', '10.080', '9.350', '9.400', '98700'),\n ('1996-05-24', '9.350', '9.410', '9.180', '9.300', '64100'),\n ('1996-05-28', '9.000', '9.350', '9.000', '9.300', '47100'),\n ('1996-05-29', '9.450', '9.450', '9.310', '9.320', '61900'),\n ('1996-05-30', '9.500', '9.500', '9.200', '9.250', '42100'),\n ('1996-05-31', '9.150', '9.570', '9.150', '9.400', '59200'),\n ('1996-06-03', '9.730', '9.740', '9.250', '9.500', '26800'),\n ('1996-06-04', '9.520', '9.800', '9.510', '9.800', '99200'),\n ('1996-06-05', '9.800', '10.400', '9.700', '10.380', '251700'),\n ('1996-06-06', '10.380', '10.400', '9.950', '10.190', '396200'),\n ('1996-06-07', '9.250', '9.250', '8.800', '8.990', '332000'),\n ('1996-06-10', '8.970', '8.970', '8.130', '8.600', '242900'),\n ('1996-06-11', '8.600', '8.600', '8.210', '8.400', '214400'),\n ('1996-06-12', '8.300', '8.530', '8.270', '8.470', '284600'),\n ('1996-06-13', '8.500', '8.550', '8.300', '8.400', '191100'),\n ('1996-06-14', '8.400', '8.680', '8.200', '8.450', '207000'),\n ('1996-06-17', '8.400', '8.450', '8.180', '8.200', '116200'),\n ('1996-06-18', '8.100', '8.600', '8.000', '8.400', '143500'),\n ('1996-06-19', '8.500', '9.600', '8.100', '9.180', '1774100'),\n ('1996-06-20', '9.200', '9.200', '8.750', '8.890', '566700'),\n ('1996-06-21', '8.850', '9.000', '8.700', '8.800', '265900'),\n ('1996-06-24', '8.480', '8.800', '8.480', '8.650', '80000'),\n ('1996-06-25', '7.710', '8.500', '7.710', '8.400', '123100'),\n ('1996-06-26', '8.420', '8.500', '8.300', '8.480', '114900'),\n ('1996-06-27', '8.600', '8.780', '8.300', '8.350', '124200'),\n ('1996-06-28', '8.400', '8.500', '8.210', '8.280', '148000'),\n ('1996-07-01', '8.230', '8.230', '7.810', '7.900', '131400'),\n ('1996-07-02', '7.800', '8.000', '7.800', '7.980', '81900'),\n ('1996-07-03', '7.860', '8.600', '7.860', '8.120', '96200'),\n ('1996-07-04', '8.010', '8.100', '7.700', '7.780', '188200'),\n ('1996-07-05', '7.800', '8.100', '7.710', '7.830', '270800'),\n ('1996-07-08', '7.950', '7.950', '7.500', '7.590', '150900'),\n ('1996-07-09', '7.510', '7.580', '7.350', '7.490', '193700'),\n ('1996-07-10', '7.500', '7.700', '7.500', '7.600', '145700'),\n ('1996-07-11', '7.500', '8.370', '7.500', '7.750', '149000'),\n ('1996-07-12', '7.300', '7.600', '7.300', '7.600', '68300'),\n ('1996-07-15', '7.600', '7.680', '7.450', '7.500', '67800'),\n ('1996-07-16', '7.500', '7.800', '7.500', '7.750', '148600'),\n ('1996-07-17', '7.920', '8.190', '7.820', '8.050', '410700'),\n ('1996-07-18', '8.080', '8.170', '7.800', '8.000', '147600'),\n ('1996-07-19', '8.100', '8.800', '8.010', '8.800', '1003900'),\n ('1996-07-22', '9.000', '9.470', '8.650', '8.950', '1061500'),\n ('1996-07-23', '9.000', '9.050', '8.000', '8.560', '329800'),\n ('1996-07-24', '8.650', '8.750', '8.520', '8.600', '424700'),\n ('1996-07-25', '8.690', '8.700', '8.210', '8.300', '244700'),\n ('1996-07-26', '8.300', '8.430', '8.180', '8.200', '202100'),\n ('1996-07-29', '8.180', '8.340', '8.100', '8.340', '125500'),\n ('1996-07-30', '8.400', '8.590', '8.200', '8.300', '138600'),\n ('1996-07-31', '8.110', '8.280', '8.110', '8.200', '98700'),\n ('1996-08-01', '8.400', '8.500', '8.120', '8.400', '150900'),\n ('1996-08-02', '8.400', '8.490', '8.180', '8.270', '134200'),\n ('1996-08-05', '8.200', '8.350', '8.140', '8.350', '50500'),\n ('1996-08-06', '8.450', '8.450', '8.200', '8.380', '117500'),\n ('1996-08-07', '8.450', '8.790', '8.450', '8.680', '782500'),\n ('1996-08-08', '8.750', '8.780', '8.420', '8.430', '251400'),\n ('1996-08-09', '8.600', '8.950', '8.500', '8.820', '1124200'),\n ('1996-08-12', '8.900', '9.450', '8.900', '9.330', '1556800'),\n ('1996-08-13', '9.380', '9.380', '8.880', '8.930', '798500'),\n ('1996-08-14', '8.950', '8.970', '8.580', '8.700', '353500'),\n ('1996-08-15', '8.850', '8.860', '8.550', '8.600', '194000'),\n ('1996-08-16', '8.600', '8.620', '8.300', '8.620', '283200'),\n ('1996-08-19', '8.500', '8.500', '8.160', '8.170', '308600'),\n ('1996-08-20', '8.150', '8.340', '8.050', '8.200', '136400'),\n ('1996-08-21', '8.100', '8.410', '8.100', '8.290', '98900'),\n ('1996-08-22', '8.310', '8.430', '8.080', '8.130', '99900'),\n ('1996-08-23', '8.300', '8.300', '7.750', '7.920', '193400'),\n ('1996-08-26', '7.420', '7.420', '6.880', '6.900', '223800'),\n ('1996-08-27', '6.800', '7.160', '6.790', '7.050', '215000'),\n ('1996-08-28', '7.050', '7.290', '7.000', '7.050', '202700'),\n ('1996-08-29', '7.120', '7.230', '6.910', '7.070', '203400'),\n ('1996-08-30', '7.180', '7.320', '7.020', '7.320', '405700'),\n ('1996-09-02', '7.480', '7.480', '7.180', '7.240', '202300'),\n ('1996-09-03', '7.300', '7.310', '7.100', '7.100', '129800'),\n ('1996-09-04', '7.030', '7.140', '6.920', '7.120', '122200'),\n ('1996-09-05', '7.130', '7.350', '7.130', '7.160', '192600'),\n ('1996-09-06', '7.160', '7.170', '7.000', '7.000', '91600'),\n ('1996-09-09', '6.950', '6.950', '6.860', '6.880', '96900'),\n ('1996-09-10', '6.810', '6.810', '6.680', '6.680', '234300'),\n ('1996-09-11', '6.680', '6.930', '6.520', '6.890', '100700'),\n ('1996-09-12', '6.850', '7.100', '6.710', '6.800', '211100'),\n ('1996-09-13', '6.800', '7.080', '6.730', '7.080', '137300'),\n ('1996-09-16', '7.080', '7.080', '6.710', '6.880', '59200'),\n ('1996-09-17', '6.850', '7.070', '6.770', '6.800', '83800'),\n ('1996-09-18', '6.800', '6.850', '6.600', '6.630', '79000'),\n ('1996-09-19', '6.630', '6.700', '6.550', '6.700', '70800'),\n ('1996-09-20', '6.600', '6.940', '6.600', '6.900', '75300'),\n ('1996-09-23', '6.910', '7.290', '6.700', '7.200', '267000'),\n ('1996-09-24', '7.250', '7.480', '7.000', '7.190', '292600'),\n ('1996-09-25', '7.200', '7.240', '6.910', '6.960', '93900'),\n ('1996-09-26', '6.960', '7.100', '6.860', '7.050', '125700'),\n ('1996-09-27', '7.050', '7.200', '7.050', '7.180', '329000'),\n ('1996-10-03', '7.460', '7.460', '7.210', '7.210', '266100'),\n ('1996-10-04', '7.130', '7.180', '7.000', '7.110', '147400'),\n ('1996-10-07', '7.200', '7.230', '7.040', '7.160', '104800'),\n ('1996-10-08', '7.140', '7.220', '7.100', '7.200', '136300'),\n ('1996-10-09', '7.200', '7.250', '7.000', '7.080', '177000'),\n ('1996-10-10', '7.080', '7.350', '7.000', '7.300', '347000'),\n ('1996-10-11', '7.350', '7.770', '7.300', '7.400', '349000'),\n ('1996-10-14', '7.500', '7.880', '7.500', '7.850', '514600'),\n ('1996-10-15', '7.890', '7.890', '7.600', '7.730', '419900'),\n ('1996-10-16', '7.700', '7.960', '7.450', '7.550', '325200'),\n ('1996-10-17', '7.500', '7.700', '7.280', '7.630', '254600'),\n ('1996-10-18', '7.580', '7.700', '7.310', '7.360', '253800'),\n ('1996-10-21', '7.300', '7.500', '7.280', '7.500', '236500'),\n ('1996-10-22', '7.400', '7.750', '7.280', '7.580', '247600'),\n ('1996-10-23', '7.730', '8.180', '7.610', '8.100', '905300'),\n ('1996-10-24', '8.200', '8.420', '7.920', '8.050', '978400'),\n ('1996-10-25', '8.100', '8.690', '7.880', '8.580', '1683500'),\n ('1996-10-28', '8.390', '8.900', '8.390', '8.800', '1335200'),\n ('1996-10-29', '8.980', '9.000', '8.500', '8.550', '600900'),\n ('1996-10-30', '8.550', '8.550', '7.800', '7.860', '510900'),\n ('1996-10-31', '7.850', '8.060', '7.480', '7.830', '397700'),\n ('1996-11-01', '7.700', '7.700', '7.300', '7.380', '339100'),\n ('1996-11-04', '7.250', '7.600', '7.250', '7.450', '151800'),\n ('1996-11-05', '7.480', '7.580', '7.320', '7.390', '109400'),\n ('1996-11-06', '7.300', '7.350', '7.180', '7.220', '121400'),\n ('1996-11-07', '7.220', '7.380', '7.210', '7.350', '69500'),\n ('1996-11-08', '7.440', '7.440', '7.200', '7.250', '97200'),\n ('1996-11-11', '7.300', '7.430', '7.250', '7.380', '124200'),\n ('1996-11-12', '7.420', '7.430', '7.000', '7.420', '155000'),\n ...]"
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import re\n",
    "pattern_text='{\"day\":\"(.*?)\",\"open\":\"(.*?)\",\"high\":\"(.*?)\",\"low\":\"(.*?)\",\"close\":\"(.*?)\",\"volume\":\"(.*?)\"}'\n",
    "reg=re.compile(pattern=pattern_text)\n",
    "result=reg.findall(text)\n",
    "result"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [
    {
     "data": {
      "text/plain": "            date    open    high     low   close    volumn\n0     1992-11-17  76.000  76.500  61.900  73.500  13051800\n1     1992-11-18  70.000  87.000  70.000  85.100   8871100\n2     1992-11-19  86.000  93.500  80.000  88.200    650000\n3     1992-11-20  89.000  90.800  85.050  88.900   1305200\n4     1992-11-23  90.000  94.000  89.100  93.700    887100\n...          ...     ...     ...     ...     ...       ...\n7309  2023-06-05  11.250  11.400  11.030  11.390   3141326\n7310  2023-06-06  11.460  11.580  11.310  11.390   4408895\n7311  2023-06-07  11.260  11.400  11.160  11.240   4106022\n7312  2023-06-08  11.350  11.430  11.190  11.430   4149589\n7313  2023-06-09  11.400  11.860  11.270  11.800   5283459\n\n[7314 rows x 6 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>date</th>\n      <th>open</th>\n      <th>high</th>\n      <th>low</th>\n      <th>close</th>\n      <th>volumn</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>1992-11-17</td>\n      <td>76.000</td>\n      <td>76.500</td>\n      <td>61.900</td>\n      <td>73.500</td>\n      <td>13051800</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>1992-11-18</td>\n      <td>70.000</td>\n      <td>87.000</td>\n      <td>70.000</td>\n      <td>85.100</td>\n      <td>8871100</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>1992-11-19</td>\n      <td>86.000</td>\n      <td>93.500</td>\n      <td>80.000</td>\n      <td>88.200</td>\n      <td>650000</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1992-11-20</td>\n      <td>89.000</td>\n      <td>90.800</td>\n      <td>85.050</td>\n      <td>88.900</td>\n      <td>1305200</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>1992-11-23</td>\n      <td>90.000</td>\n      <td>94.000</td>\n      <td>89.100</td>\n      <td>93.700</td>\n      <td>887100</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>7309</th>\n      <td>2023-06-05</td>\n      <td>11.250</td>\n      <td>11.400</td>\n      <td>11.030</td>\n      <td>11.390</td>\n      <td>3141326</td>\n    </tr>\n    <tr>\n      <th>7310</th>\n      <td>2023-06-06</td>\n      <td>11.460</td>\n      <td>11.580</td>\n      <td>11.310</td>\n      <td>11.390</td>\n      <td>4408895</td>\n    </tr>\n    <tr>\n      <th>7311</th>\n      <td>2023-06-07</td>\n      <td>11.260</td>\n      <td>11.400</td>\n      <td>11.160</td>\n      <td>11.240</td>\n      <td>4106022</td>\n    </tr>\n    <tr>\n      <th>7312</th>\n      <td>2023-06-08</td>\n      <td>11.350</td>\n      <td>11.430</td>\n      <td>11.190</td>\n      <td>11.430</td>\n      <td>4149589</td>\n    </tr>\n    <tr>\n      <th>7313</th>\n      <td>2023-06-09</td>\n      <td>11.400</td>\n      <td>11.860</td>\n      <td>11.270</td>\n      <td>11.800</td>\n      <td>5283459</td>\n    </tr>\n  </tbody>\n</table>\n<p>7314 rows × 6 columns</p>\n</div>"
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "m=pd.DataFrame({'date':[],'open':[],'high':[],'low':[],'close':[],'volumn':[]})\n",
    "for i in range(len(result)):\n",
    "    m.loc[i]=result[i]\n",
    "m"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "outputs": [],
   "source": [
    "m.to_excel('600620.xlsx')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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