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添加了数据库读取模块

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dev_a
SaiCateDoan 4 years ago
parent 4d2a7788d3
commit a21b3d4938
12 changed files with 3115 additions and 14 deletions
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847
.ipynb_checkpoints/I-checkpoint.ipynb
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@ -0,0 +1,847 @@
{
"cells": [
{
"cell_type": "code",
"execution_count": 80,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"provinceName:香港 provinceShortName:香港 currentConfirmedCount:1128 confirmedCount:4243 suspectedCount:103 curedCount:3052 deadCount :63 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:新疆维吾尔自治区 provinceShortName:新疆 currentConfirmedCount:535 confirmedCount:875 suspectedCount:0 curedCount:337 deadCount :3 \n",
"cityName:乌鲁木齐, currentConfirmedCount:532, confirmedCount:818, suspectedCount:0, curedCount:286, deadCount:0, locationId:650100\n",
"cityName:昌吉州, currentConfirmedCount:1, confirmedCount:5, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:喀什地区, currentConfirmedCount:1, confirmedCount:2, suspectedCount:0, curedCount:1, deadCount:0, locationId:653100\n",
"cityName:伊犁州, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:654000\n",
"cityName:兵团第四师, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:0\n",
"cityName:兵团第八师石河子市, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:3, deadCount:1, locationId:0\n",
"cityName:兵团第九师, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:3, deadCount:1, locationId:0\n",
"cityName:吐鲁番市, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:650400\n",
"cityName:巴州, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:511902\n",
"cityName:兵团第十二师, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"cityName:兵团第六师五家渠市, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:兵团第七师, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:阿克苏地区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:652900\n",
"cityName:待明确地区, currentConfirmedCount:1, confirmedCount:1, suspectedCount:0, curedCount:0, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:辽宁省 provinceShortName:辽宁 currentConfirmedCount:68 confirmedCount:261 suspectedCount:0 curedCount:191 deadCount :2 \n",
"cityName:大连, currentConfirmedCount:62, confirmedCount:110, suspectedCount:0, curedCount:48, deadCount:0, locationId:210200\n",
"cityName:境外输入, currentConfirmedCount:5, confirmedCount:37, suspectedCount:0, curedCount:32, deadCount:0, locationId:0\n",
"cityName:铁岭, currentConfirmedCount:1, confirmedCount:8, suspectedCount:0, curedCount:7, deadCount:0, locationId:211200\n",
"cityName:沈阳, currentConfirmedCount:0, confirmedCount:34, suspectedCount:0, curedCount:34, deadCount:0, locationId:210100\n",
"cityName:锦州, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:210700\n",
"cityName:葫芦岛, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:11, deadCount:1, locationId:211400\n",
"cityName:丹东, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:210600\n",
"cityName:盘锦, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:211100\n",
"cityName:阜新, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:210900\n",
"cityName:朝阳, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:5, deadCount:1, locationId:211300\n",
"cityName:鞍山, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:210300\n",
"cityName:本溪, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:210500\n",
"cityName:辽阳, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:211000\n",
"cityName:营口, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:210800\n",
"cityName:抚顺, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:210400\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:上海市 provinceShortName:上海 currentConfirmedCount:54 confirmedCount:798 suspectedCount:393 curedCount:737 deadCount :7 \n",
"cityName:境外输入, currentConfirmedCount:54, confirmedCount:456, suspectedCount:4, curedCount:402, deadCount:0, locationId:0\n",
"cityName:外地来沪, currentConfirmedCount:0, confirmedCount:113, suspectedCount:0, curedCount:112, deadCount:1, locationId:0\n",
"cityName:浦东新区, currentConfirmedCount:0, confirmedCount:61, suspectedCount:0, curedCount:60, deadCount:1, locationId:310115\n",
"cityName:宝山区, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:21, deadCount:1, locationId:310113\n",
"cityName:闵行区, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:310112\n",
"cityName:徐汇区, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:17, deadCount:1, locationId:310104\n",
"cityName:静安区, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:15, deadCount:1, locationId:310106\n",
"cityName:松江区, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:310117\n",
"cityName:长宁区, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:310105\n",
"cityName:普陀区, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:310107\n",
"cityName:杨浦区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:310110\n",
"cityName:嘉定区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:7, deadCount:2, locationId:310114\n",
"cityName:奉贤区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:310120\n",
"cityName:虹口区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:310109\n",
"cityName:黄浦区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:310101\n",
"cityName:青浦区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:310118\n",
"cityName:金山区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:310116\n",
"cityName:崇明区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:310151\n",
"cityName:境外来沪, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:台湾 provinceShortName:台湾 currentConfirmedCount:30 confirmedCount:480 suspectedCount:371 curedCount:443 deadCount :7 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:山东省 provinceShortName:山东 currentConfirmedCount:22 confirmedCount:817 suspectedCount:14 curedCount:788 deadCount :7 \n",
"cityName:境外输入, currentConfirmedCount:16, confirmedCount:48, suspectedCount:14, curedCount:32, deadCount:0, locationId:0\n",
"cityName:济南, currentConfirmedCount:6, confirmedCount:53, suspectedCount:0, curedCount:47, deadCount:0, locationId:370100\n",
"cityName:济宁, currentConfirmedCount:0, confirmedCount:260, suspectedCount:0, curedCount:260, deadCount:0, locationId:370800\n",
"cityName:青岛, currentConfirmedCount:0, confirmedCount:65, suspectedCount:0, curedCount:64, deadCount:1, locationId:370200\n",
"cityName:临沂, currentConfirmedCount:0, confirmedCount:49, suspectedCount:0, curedCount:49, deadCount:0, locationId:371300\n",
"cityName:烟台, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:47, deadCount:0, locationId:370600\n",
"cityName:潍坊, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:44, deadCount:0, locationId:370700\n",
"cityName:威海, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:37, deadCount:1, locationId:371000\n",
"cityName:聊城, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:38, deadCount:0, locationId:371500\n",
"cityName:德州, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:35, deadCount:2, locationId:371400\n",
"cityName:泰安, currentConfirmedCount:0, confirmedCount:35, suspectedCount:0, curedCount:33, deadCount:2, locationId:370900\n",
"cityName:淄博, currentConfirmedCount:0, confirmedCount:30, suspectedCount:0, curedCount:29, deadCount:1, locationId:370300\n",
"cityName:枣庄, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:370400\n",
"cityName:菏泽, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:371700\n",
"cityName:日照, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:16, deadCount:0, locationId:371100\n",
"cityName:滨州, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:371600\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:广东省 provinceShortName:广东 currentConfirmedCount:15 confirmedCount:1699 suspectedCount:14 curedCount:1676 deadCount :8 \n",
"cityName:广州, currentConfirmedCount:11, confirmedCount:610, suspectedCount:9, curedCount:598, deadCount:1, locationId:440100\n",
"cityName:深圳, currentConfirmedCount:3, confirmedCount:465, suspectedCount:1, curedCount:459, deadCount:3, locationId:440300\n",
"cityName:珠海, currentConfirmedCount:1, confirmedCount:105, suspectedCount:1, curedCount:103, deadCount:1, locationId:440400\n",
"cityName:东莞, currentConfirmedCount:0, confirmedCount:100, suspectedCount:0, curedCount:99, deadCount:1, locationId:441900\n",
"cityName:佛山, currentConfirmedCount:0, confirmedCount:100, suspectedCount:1, curedCount:100, deadCount:0, locationId:440600\n",
"cityName:中山, currentConfirmedCount:0, confirmedCount:69, suspectedCount:0, curedCount:69, deadCount:0, locationId:442000\n",
"cityName:惠州, currentConfirmedCount:0, confirmedCount:62, suspectedCount:0, curedCount:62, deadCount:0, locationId:441300\n",
"cityName:汕头, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:440500\n",
"cityName:江门, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:440700\n",
"cityName:湛江, currentConfirmedCount:0, confirmedCount:24, suspectedCount:2, curedCount:24, deadCount:0, locationId:440800\n",
"cityName:肇庆, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:19, deadCount:1, locationId:441200\n",
"cityName:梅州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:441400\n",
"cityName:阳江, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:441700\n",
"cityName:茂名, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:440900\n",
"cityName:清远, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:441800\n",
"cityName:揭阳, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:445200\n",
"cityName:韶关, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:440200\n",
"cityName:潮州, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:445100\n",
"cityName:汕尾, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:441500\n",
"cityName:河源, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:441600\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:陕西省 provinceShortName:陕西 currentConfirmedCount:15 confirmedCount:341 suspectedCount:1 curedCount:323 deadCount :3 \n",
"cityName:境外输入, currentConfirmedCount:15, confirmedCount:96, suspectedCount:0, curedCount:81, deadCount:0, locationId:0\n",
"cityName:西安, currentConfirmedCount:0, confirmedCount:120, suspectedCount:0, curedCount:117, deadCount:3, locationId:610100\n",
"cityName:安康, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:610900\n",
"cityName:汉中, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:610700\n",
"cityName:咸阳, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:610400\n",
"cityName:渭南, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:610500\n",
"cityName:宝鸡, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:610300\n",
"cityName:延安, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:610600\n",
"cityName:铜川, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:610200\n",
"cityName:商洛, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:611000\n",
"cityName:榆林, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:610800\n",
"cityName:韩城, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:610581\n",
"cityName:杨凌, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:四川省 provinceShortName:四川 currentConfirmedCount:13 confirmedCount:616 suspectedCount:13 curedCount:600 deadCount :3 \n",
"cityName:成都, currentConfirmedCount:13, confirmedCount:220, suspectedCount:13, curedCount:204, deadCount:3, locationId:510100\n",
"cityName:甘孜州, currentConfirmedCount:0, confirmedCount:78, suspectedCount:0, curedCount:78, deadCount:0, locationId:513300\n",
"cityName:达州, currentConfirmedCount:0, confirmedCount:42, suspectedCount:0, curedCount:42, deadCount:0, locationId:511700\n",
"cityName:南充, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:511300\n",
"cityName:广安, currentConfirmedCount:0, confirmedCount:30, suspectedCount:0, curedCount:30, deadCount:0, locationId:511600\n",
"cityName:泸州, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:510500\n",
"cityName:巴中, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:511900\n",
"cityName:绵阳, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:510700\n",
"cityName:内江, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:511000\n",
"cityName:德阳, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:510600\n",
"cityName:遂宁, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:510900\n",
"cityName:攀枝花, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:16, deadCount:0, locationId:510400\n",
"cityName:凉山州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:513400\n",
"cityName:宜宾, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:511500\n",
"cityName:自贡, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:510300\n",
"cityName:眉山, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:511400\n",
"cityName:雅安, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:511800\n",
"cityName:广元, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:510800\n",
"cityName:资阳, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:512000\n",
"cityName:乐山, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:511100\n",
"cityName:阿坝州, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:513200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:浙江省 provinceShortName:浙江 currentConfirmedCount:6 confirmedCount:1275 suspectedCount:3 curedCount:1268 deadCount :1 \n",
"cityName:境外输入, currentConfirmedCount:6, confirmedCount:56, suspectedCount:2, curedCount:50, deadCount:0, locationId:0\n",
"cityName:温州, currentConfirmedCount:0, confirmedCount:504, suspectedCount:0, curedCount:503, deadCount:1, locationId:330300\n",
"cityName:杭州, currentConfirmedCount:0, confirmedCount:181, suspectedCount:0, curedCount:181, deadCount:0, locationId:330100\n",
"cityName:宁波, currentConfirmedCount:0, confirmedCount:157, suspectedCount:0, curedCount:157, deadCount:0, locationId:330200\n",
"cityName:台州, currentConfirmedCount:0, confirmedCount:147, suspectedCount:0, curedCount:147, deadCount:0, locationId:331000\n",
"cityName:金华, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:330700\n",
"cityName:嘉兴, currentConfirmedCount:0, confirmedCount:46, suspectedCount:0, curedCount:46, deadCount:0, locationId:330400\n",
"cityName:绍兴, currentConfirmedCount:0, confirmedCount:42, suspectedCount:0, curedCount:42, deadCount:0, locationId:330600\n",
"cityName:省十里丰监狱, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:0\n",
"cityName:丽水, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:331100\n",
"cityName:衢州, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:330800\n",
"cityName:湖州, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:330500\n",
"cityName:舟山, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:330900\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:北京市 provinceShortName:北京 currentConfirmedCount:6 confirmedCount:935 suspectedCount:164 curedCount:920 deadCount :9 \n",
"cityName:丰台区, currentConfirmedCount:266, confirmedCount:273, suspectedCount:0, curedCount:7, deadCount:0, locationId:110106\n",
"cityName:大兴区, currentConfirmedCount:88, confirmedCount:104, suspectedCount:0, curedCount:16, deadCount:0, locationId:110115\n",
"cityName:海淀区, currentConfirmedCount:82, confirmedCount:82, suspectedCount:0, curedCount:0, deadCount:0, locationId:110108\n",
"cityName:朝阳区, currentConfirmedCount:77, confirmedCount:77, suspectedCount:0, curedCount:0, deadCount:0, locationId:110105\n",
"cityName:西城区, currentConfirmedCount:59, confirmedCount:59, suspectedCount:0, curedCount:0, deadCount:0, locationId:110102\n",
"cityName:外地来京, currentConfirmedCount:24, confirmedCount:26, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:昌平区, currentConfirmedCount:20, confirmedCount:30, suspectedCount:0, curedCount:10, deadCount:0, locationId:110114\n",
"cityName:通州区, currentConfirmedCount:19, confirmedCount:20, suspectedCount:0, curedCount:1, deadCount:0, locationId:110112\n",
"cityName:东城区, currentConfirmedCount:18, confirmedCount:19, suspectedCount:0, curedCount:1, deadCount:0, locationId:110101\n",
"cityName:房山区, currentConfirmedCount:17, confirmedCount:20, suspectedCount:0, curedCount:3, deadCount:0, locationId:110111\n",
"cityName:怀柔区, currentConfirmedCount:7, confirmedCount:7, suspectedCount:0, curedCount:0, deadCount:0, locationId:110116\n",
"cityName:密云区, currentConfirmedCount:7, confirmedCount:7, suspectedCount:0, curedCount:0, deadCount:0, locationId:110118\n",
"cityName:石景山区, currentConfirmedCount:6, confirmedCount:15, suspectedCount:0, curedCount:9, deadCount:0, locationId:110107\n",
"cityName:门头沟区, currentConfirmedCount:3, confirmedCount:5, suspectedCount:0, curedCount:2, deadCount:0, locationId:110109\n",
"cityName:境外输入, currentConfirmedCount:2, confirmedCount:176, suspectedCount:3, curedCount:174, deadCount:0, locationId:0\n",
"cityName:延庆区, currentConfirmedCount:1, confirmedCount:1, suspectedCount:0, curedCount:0, deadCount:0, locationId:110119\n",
"cityName:顺义区, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:110113\n",
"cityName:待明确地区, currentConfirmedCount:-690, confirmedCount:4, suspectedCount:0, curedCount:685, deadCount:9, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:湖北省 provinceShortName:湖北 currentConfirmedCount:4 confirmedCount:68139 suspectedCount:0 curedCount:63623 deadCount :4512 \n",
"cityName:武汉, currentConfirmedCount:4, confirmedCount:50344, suspectedCount:0, curedCount:46471, deadCount:3869, locationId:420100\n",
"cityName:孝感, currentConfirmedCount:0, confirmedCount:3518, suspectedCount:0, curedCount:3389, deadCount:129, locationId:420900\n",
"cityName:黄冈, currentConfirmedCount:0, confirmedCount:2907, suspectedCount:0, curedCount:2782, deadCount:125, locationId:421100\n",
"cityName:荆州, currentConfirmedCount:0, confirmedCount:1580, suspectedCount:0, curedCount:1528, deadCount:52, locationId:421000\n",
"cityName:鄂州, currentConfirmedCount:0, confirmedCount:1394, suspectedCount:0, curedCount:1335, deadCount:59, locationId:420700\n",
"cityName:随州, currentConfirmedCount:0, confirmedCount:1307, suspectedCount:0, curedCount:1262, deadCount:45, locationId:421300\n",
"cityName:襄阳, currentConfirmedCount:0, confirmedCount:1175, suspectedCount:0, curedCount:1135, deadCount:40, locationId:420600\n",
"cityName:黄石, currentConfirmedCount:0, confirmedCount:1015, suspectedCount:0, curedCount:976, deadCount:39, locationId:420200\n",
"cityName:宜昌, currentConfirmedCount:0, confirmedCount:931, suspectedCount:0, curedCount:894, deadCount:37, locationId:420500\n",
"cityName:荆门, currentConfirmedCount:0, confirmedCount:928, suspectedCount:0, curedCount:887, deadCount:41, locationId:420800\n",
"cityName:咸宁, currentConfirmedCount:0, confirmedCount:836, suspectedCount:0, curedCount:821, deadCount:15, locationId:421200\n",
"cityName:十堰, currentConfirmedCount:0, confirmedCount:672, suspectedCount:0, curedCount:664, deadCount:8, locationId:420300\n",
"cityName:仙桃, currentConfirmedCount:0, confirmedCount:575, suspectedCount:0, curedCount:553, deadCount:22, locationId:429004\n",
"cityName:天门, currentConfirmedCount:0, confirmedCount:496, suspectedCount:0, curedCount:481, deadCount:15, locationId:429006\n",
"cityName:恩施州, currentConfirmedCount:0, confirmedCount:252, suspectedCount:0, curedCount:245, deadCount:7, locationId:422800\n",
"cityName:潜江, currentConfirmedCount:0, confirmedCount:198, suspectedCount:0, curedCount:189, deadCount:9, locationId:429005\n",
"cityName:神农架林区, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:429021\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:福建省 provinceShortName:福建 currentConfirmedCount:4 confirmedCount:368 suspectedCount:3 curedCount:363 deadCount :1 \n",
"cityName:境外输入人员, currentConfirmedCount:4, confirmedCount:72, suspectedCount:1, curedCount:68, deadCount:0, locationId:0\n",
"cityName:福州, currentConfirmedCount:0, confirmedCount:72, suspectedCount:0, curedCount:71, deadCount:1, locationId:350100\n",
"cityName:莆田, currentConfirmedCount:0, confirmedCount:56, suspectedCount:0, curedCount:56, deadCount:0, locationId:350300\n",
"cityName:泉州, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:47, deadCount:0, locationId:350500\n",
"cityName:厦门, currentConfirmedCount:0, confirmedCount:35, suspectedCount:0, curedCount:35, deadCount:0, locationId:350200\n",
"cityName:宁德, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:350900\n",
"cityName:漳州, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:350600\n",
"cityName:南平, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:350700\n",
"cityName:三明, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:350400\n",
"cityName:龙岩, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:350800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:内蒙古自治区 provinceShortName:内蒙古 currentConfirmedCount:4 confirmedCount:259 suspectedCount:34 curedCount:254 deadCount :1 \n",
"cityName:境外输入人员, currentConfirmedCount:4, confirmedCount:182, suspectedCount:34, curedCount:178, deadCount:0, locationId:0\n",
"cityName:鄂尔多斯, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:150600\n",
"cityName:包头, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:150200\n",
"cityName:赤峰, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:150400\n",
"cityName:锡林郭勒盟, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:152500\n",
"cityName:呼伦贝尔, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:150700\n",
"cityName:巴彦淖尔, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:7, deadCount:1, locationId:150800\n",
"cityName:呼和浩特, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:150100\n",
"cityName:通辽, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:150500\n",
"cityName:乌兰察布, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:150900\n",
"cityName:乌海市, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:150300\n",
"cityName:兴安盟, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:152200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:江苏省 provinceShortName:江苏 currentConfirmedCount:3 confirmedCount:659 suspectedCount:3 curedCount:656 deadCount :0 \n",
"cityName:境外输入, currentConfirmedCount:3, confirmedCount:28, suspectedCount:0, curedCount:25, deadCount:0, locationId:0\n",
"cityName:南京, currentConfirmedCount:0, confirmedCount:93, suspectedCount:0, curedCount:93, deadCount:0, locationId:320100\n",
"cityName:苏州, currentConfirmedCount:0, confirmedCount:87, suspectedCount:0, curedCount:87, deadCount:0, locationId:320500\n",
"cityName:徐州, currentConfirmedCount:0, confirmedCount:79, suspectedCount:0, curedCount:79, deadCount:0, locationId:320300\n",
"cityName:淮安, currentConfirmedCount:0, confirmedCount:66, suspectedCount:0, curedCount:66, deadCount:0, locationId:320800\n",
"cityName:无锡, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:320200\n",
"cityName:常州, currentConfirmedCount:0, confirmedCount:51, suspectedCount:0, curedCount:51, deadCount:0, locationId:320400\n",
"cityName:连云港, currentConfirmedCount:0, confirmedCount:48, suspectedCount:0, curedCount:48, deadCount:0, locationId:320700\n",
"cityName:南通, currentConfirmedCount:0, confirmedCount:40, suspectedCount:0, curedCount:40, deadCount:0, locationId:320600\n",
"cityName:泰州, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:37, deadCount:0, locationId:321200\n",
"cityName:盐城, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:27, deadCount:0, locationId:320900\n",
"cityName:扬州, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:321000\n",
"cityName:宿迁, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:321300\n",
"cityName:镇江, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:321100\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:甘肃省 provinceShortName:甘肃 currentConfirmedCount:2 confirmedCount:169 suspectedCount:0 curedCount:165 deadCount :2 \n",
"cityName:境外输入, currentConfirmedCount:2, confirmedCount:77, suspectedCount:0, curedCount:75, deadCount:0, locationId:0\n",
"cityName:兰州, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:34, deadCount:2, locationId:620100\n",
"cityName:天水, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:620500\n",
"cityName:平凉, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:620800\n",
"cityName:定西, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:621100\n",
"cityName:甘南, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:623000\n",
"cityName:白银, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:620400\n",
"cityName:陇南, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:621200\n",
"cityName:庆阳, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:621000\n",
"cityName:临夏, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:622900\n",
"cityName:张掖, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:620700\n",
"cityName:金昌, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:620300\n",
"cityName:省级（湖北输入）, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:黑龙江省 provinceShortName:黑龙江 currentConfirmedCount:1 confirmedCount:948 suspectedCount:394 curedCount:934 deadCount :13 \n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:387, suspectedCount:386, curedCount:386, deadCount:0, locationId:0\n",
"cityName:哈尔滨, currentConfirmedCount:0, confirmedCount:264, suspectedCount:8, curedCount:260, deadCount:4, locationId:230100\n",
"cityName:双鸭山, currentConfirmedCount:0, confirmedCount:52, suspectedCount:0, curedCount:49, deadCount:3, locationId:230500\n",
"cityName:绥化, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:43, deadCount:4, locationId:231200\n",
"cityName:鸡西, currentConfirmedCount:0, confirmedCount:46, suspectedCount:0, curedCount:46, deadCount:0, locationId:230300\n",
"cityName:齐齐哈尔, currentConfirmedCount:0, confirmedCount:43, suspectedCount:0, curedCount:42, deadCount:1, locationId:230200\n",
"cityName:大庆, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:26, deadCount:1, locationId:230600\n",
"cityName:牡丹江, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:231000\n",
"cityName:七台河, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:230900\n",
"cityName:佳木斯, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:230800\n",
"cityName:黑河, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:231100\n",
"cityName:鹤岗, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:230400\n",
"cityName:大兴安岭, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:232700\n",
"cityName:待明确, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:伊春, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:230700\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:河北省 provinceShortName:河北 currentConfirmedCount:1 confirmedCount:350 suspectedCount:0 curedCount:343 deadCount :6 \n",
"cityName:保定, currentConfirmedCount:4, confirmedCount:48, suspectedCount:0, curedCount:44, deadCount:0, locationId:130600\n",
"cityName:廊坊, currentConfirmedCount:2, confirmedCount:32, suspectedCount:0, curedCount:30, deadCount:0, locationId:131000\n",
"cityName:沧州, currentConfirmedCount:1, confirmedCount:49, suspectedCount:0, curedCount:45, deadCount:3, locationId:130900\n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:11, suspectedCount:0, curedCount:10, deadCount:0, locationId:0\n",
"cityName:唐山, currentConfirmedCount:0, confirmedCount:58, suspectedCount:0, curedCount:57, deadCount:1, locationId:130200\n",
"cityName:张家口, currentConfirmedCount:0, confirmedCount:43, suspectedCount:0, curedCount:43, deadCount:0, locationId:130700\n",
"cityName:邯郸, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:130400\n",
"cityName:石家庄, currentConfirmedCount:0, confirmedCount:29, suspectedCount:0, curedCount:29, deadCount:0, locationId:130100\n",
"cityName:邢台, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:22, deadCount:1, locationId:130500\n",
"cityName:秦皇岛, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:130300\n",
"cityName:衡水, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:131100\n",
"cityName:承德, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:130800\n",
"cityName:待明确, currentConfirmedCount:-7, confirmedCount:0, suspectedCount:0, curedCount:7, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:云南省 provinceShortName:云南 currentConfirmedCount:1 confirmedCount:191 suspectedCount:0 curedCount:188 deadCount :2 \n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:17, suspectedCount:0, curedCount:16, deadCount:0, locationId:0\n",
"cityName:昆明, currentConfirmedCount:0, confirmedCount:53, suspectedCount:0, curedCount:53, deadCount:0, locationId:530100\n",
"cityName:昭通, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:530600\n",
"cityName:西双版纳, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:532800\n",
"cityName:玉溪, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:13, deadCount:1, locationId:530400\n",
"cityName:曲靖, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:530300\n",
"cityName:大理州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:0\n",
"cityName:红河州, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:0\n",
"cityName:保山, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:530500\n",
"cityName:丽江, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:530700\n",
"cityName:德宏州, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:0\n",
"cityName:普洱, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:530800\n",
"cityName:楚雄州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:文山州, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:临沧, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:530900\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:吉林省 provinceShortName:吉林 currentConfirmedCount:1 confirmedCount:157 suspectedCount:19 curedCount:154 deadCount :2 \n",
"cityName:四平市, currentConfirmedCount:1, confirmedCount:17, suspectedCount:0, curedCount:15, deadCount:1, locationId:220300\n",
"cityName:吉林市, currentConfirmedCount:0, confirmedCount:60, suspectedCount:12, curedCount:59, deadCount:1, locationId:220200\n",
"cityName:长春, currentConfirmedCount:0, confirmedCount:49, suspectedCount:1, curedCount:49, deadCount:0, locationId:220100\n",
"cityName:辽源, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:220400\n",
"cityName:延边, currentConfirmedCount:0, confirmedCount:7, suspectedCount:1, curedCount:7, deadCount:0, locationId:222400\n",
"cityName:公主岭, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:220381\n",
"cityName:通化, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:220500\n",
"cityName:松原, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:220700\n",
"cityName:梅河口, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:220581\n",
"cityName:白城, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:220800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:河南省 provinceShortName:河南 currentConfirmedCount:0 confirmedCount:1276 suspectedCount:0 curedCount:1254 deadCount :22 \n",
"cityName:信阳, currentConfirmedCount:0, confirmedCount:274, suspectedCount:0, curedCount:272, deadCount:2, locationId:411500\n",
"cityName:郑州, currentConfirmedCount:0, confirmedCount:157, suspectedCount:0, curedCount:152, deadCount:5, locationId:410100\n",
"cityName:南阳, currentConfirmedCount:0, confirmedCount:156, suspectedCount:0, curedCount:153, deadCount:3, locationId:411300\n",
"cityName:驻马店, currentConfirmedCount:0, confirmedCount:139, suspectedCount:0, curedCount:139, deadCount:0, locationId:411700\n",
"cityName:商丘, currentConfirmedCount:0, confirmedCount:91, suspectedCount:0, curedCount:88, deadCount:3, locationId:411400\n",
"cityName:周口, currentConfirmedCount:0, confirmedCount:76, suspectedCount:0, curedCount:75, deadCount:1, locationId:411600\n",
"cityName:平顶山, currentConfirmedCount:0, confirmedCount:58, suspectedCount:0, curedCount:57, deadCount:1, locationId:410400\n",
"cityName:新乡, currentConfirmedCount:0, confirmedCount:57, suspectedCount:0, curedCount:54, deadCount:3, locationId:410700\n",
"cityName:安阳, currentConfirmedCount:0, confirmedCount:53, suspectedCount:0, curedCount:53, deadCount:0, locationId:410500\n",
"cityName:许昌, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:38, deadCount:1, locationId:411000\n",
"cityName:漯河, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:411100\n",
"cityName:焦作, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:31, deadCount:1, locationId:410800\n",
"cityName:洛阳, currentConfirmedCount:0, confirmedCount:31, suspectedCount:0, curedCount:30, deadCount:1, locationId:410300\n",
"cityName:开封, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:410200\n",
"cityName:鹤壁, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:410600\n",
"cityName:濮阳, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:410900\n",
"cityName:三门峡, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:6, deadCount:1, locationId:411200\n",
"cityName:济源, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:419001\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:湖南省 provinceShortName:湖南 currentConfirmedCount:0 confirmedCount:1019 suspectedCount:0 curedCount:1015 deadCount :4 \n",
"cityName:长沙, currentConfirmedCount:0, confirmedCount:242, suspectedCount:0, curedCount:240, deadCount:2, locationId:430100\n",
"cityName:岳阳, currentConfirmedCount:0, confirmedCount:156, suspectedCount:0, curedCount:155, deadCount:1, locationId:430600\n",
"cityName:邵阳, currentConfirmedCount:0, confirmedCount:102, suspectedCount:0, curedCount:101, deadCount:1, locationId:430500\n",
"cityName:常德, currentConfirmedCount:0, confirmedCount:82, suspectedCount:0, curedCount:82, deadCount:0, locationId:430700\n",
"cityName:株洲, currentConfirmedCount:0, confirmedCount:80, suspectedCount:0, curedCount:80, deadCount:0, locationId:430200\n",
"cityName:娄底, currentConfirmedCount:0, confirmedCount:76, suspectedCount:0, curedCount:76, deadCount:0, locationId:431300\n",
"cityName:益阳, currentConfirmedCount:0, confirmedCount:60, suspectedCount:0, curedCount:60, deadCount:0, locationId:430900\n",
"cityName:衡阳, currentConfirmedCount:0, confirmedCount:48, suspectedCount:0, curedCount:48, deadCount:0, locationId:430400\n",
"cityName:永州, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:44, deadCount:0, locationId:431100\n",
"cityName:怀化, currentConfirmedCount:0, confirmedCount:40, suspectedCount:0, curedCount:40, deadCount:0, locationId:431200\n",
"cityName:郴州, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:431000\n",
"cityName:湘潭, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:430300\n",
"cityName:湘西自治州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:433100\n",
"cityName:张家界, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:430800\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:安徽省 provinceShortName:安徽 currentConfirmedCount:0 confirmedCount:991 suspectedCount:0 curedCount:985 deadCount :6 \n",
"cityName:合肥, currentConfirmedCount:0, confirmedCount:174, suspectedCount:0, curedCount:173, deadCount:1, locationId:340100\n",
"cityName:蚌埠, currentConfirmedCount:0, confirmedCount:160, suspectedCount:0, curedCount:155, deadCount:5, locationId:340300\n",
"cityName:阜阳, currentConfirmedCount:0, confirmedCount:155, suspectedCount:0, curedCount:155, deadCount:0, locationId:341200\n",
"cityName:亳州, currentConfirmedCount:0, confirmedCount:108, suspectedCount:0, curedCount:108, deadCount:0, locationId:341600\n",
"cityName:安庆, currentConfirmedCount:0, confirmedCount:83, suspectedCount:0, curedCount:83, deadCount:0, locationId:340800\n",
"cityName:六安, currentConfirmedCount:0, confirmedCount:69, suspectedCount:0, curedCount:69, deadCount:0, locationId:341500\n",
"cityName:宿州, currentConfirmedCount:0, confirmedCount:41, suspectedCount:0, curedCount:41, deadCount:0, locationId:341300\n",
"cityName:马鞍山, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:38, deadCount:0, locationId:340500\n",
"cityName:芜湖, currentConfirmedCount:0, confirmedCount:34, suspectedCount:0, curedCount:34, deadCount:0, locationId:340200\n",
"cityName:铜陵, currentConfirmedCount:0, confirmedCount:29, suspectedCount:0, curedCount:29, deadCount:0, locationId:340700\n",
"cityName:淮北, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:340600\n",
"cityName:淮南, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:27, deadCount:0, locationId:340400\n",
"cityName:池州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:341700\n",
"cityName:滁州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:341100\n",
"cityName:黄山, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:341000\n",
"cityName:宣城, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:341800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:江西省 provinceShortName:江西 currentConfirmedCount:0 confirmedCount:932 suspectedCount:0 curedCount:931 deadCount :1 \n",
"cityName:南昌, currentConfirmedCount:0, confirmedCount:230, suspectedCount:0, curedCount:230, deadCount:0, locationId:360100\n",
"cityName:新余, currentConfirmedCount:0, confirmedCount:129, suspectedCount:0, curedCount:129, deadCount:0, locationId:360500\n",
"cityName:上饶, currentConfirmedCount:0, confirmedCount:123, suspectedCount:0, curedCount:123, deadCount:0, locationId:361100\n",
"cityName:九江, currentConfirmedCount:0, confirmedCount:116, suspectedCount:0, curedCount:116, deadCount:0, locationId:360400\n",
"cityName:宜春, currentConfirmedCount:0, confirmedCount:106, suspectedCount:0, curedCount:106, deadCount:0, locationId:360900\n",
"cityName:赣州, currentConfirmedCount:0, confirmedCount:74, suspectedCount:0, curedCount:73, deadCount:1, locationId:360700\n",
"cityName:抚州, currentConfirmedCount:0, confirmedCount:72, suspectedCount:0, curedCount:72, deadCount:0, locationId:361000\n",
"cityName:萍乡, currentConfirmedCount:0, confirmedCount:33, suspectedCount:0, curedCount:33, deadCount:0, locationId:360300\n",
"cityName:吉安, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:360800\n",
"cityName:鹰潭, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:360600\n",
"cityName:景德镇, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:360200\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:赣江新区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:重庆市 provinceShortName:重庆 currentConfirmedCount:0 confirmedCount:583 suspectedCount:1 curedCount:577 deadCount :6 \n",
"cityName:万州区, currentConfirmedCount:0, confirmedCount:118, suspectedCount:0, curedCount:114, deadCount:4, locationId:500101\n",
"cityName:江北区, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:500105\n",
"cityName:云阳县, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:500235\n",
"cityName:合川区, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:500117\n",
"cityName:綦江区, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:500110\n",
"cityName:长寿区, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:500115\n",
"cityName:奉节县, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:500236\n",
"cityName:九龙坡区, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:20, deadCount:1, locationId:500107\n",
"cityName:开州区, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:20, deadCount:1, locationId:500154\n",
"cityName:忠县, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:21, deadCount:0, locationId:500233\n",
"cityName:渝中区, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:500103\n",
"cityName:垫江县, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:500231\n",
"cityName:潼南区, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:500152\n",
"cityName:渝北区, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:500112\n",
"cityName:两江新区, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:-1\n",
"cityName:南岸区, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:500108\n",
"cityName:石柱县, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:500240\n",
"cityName:大足区, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:500111\n",
"cityName:巫溪县, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:500238\n",
"cityName:铜梁区, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500151\n",
"cityName:丰都县, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500230\n",
"cityName:巫山县, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500237\n",
"cityName:沙坪坝区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500106\n",
"cityName:璧山区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500120\n",
"cityName:荣昌区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500153\n",
"cityName:大渡口区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:500104\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:0\n",
"cityName:巴南区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:500113\n",
"cityName:涪陵区, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:500102\n",
"cityName:永川区, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:500118\n",
"cityName:江津区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:500116\n",
"cityName:梁平区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:500155\n",
"cityName:高新区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:黔江区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500114\n",
"cityName:城口县, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500229\n",
"cityName:彭水县, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500243\n",
"cityName:武隆区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:500156\n",
"cityName:秀山县, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:500241\n",
"cityName:酉阳县, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:万盛经开区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:广西壮族自治区 provinceShortName:广西 currentConfirmedCount:0 confirmedCount:255 suspectedCount:0 curedCount:253 deadCount :2 \n",
"cityName:南宁, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:450100\n",
"cityName:北海, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:43, deadCount:1, locationId:450500\n",
"cityName:桂林, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:450300\n",
"cityName:河池, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:27, deadCount:1, locationId:451200\n",
"cityName:柳州, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:450200\n",
"cityName:防城港, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:450600\n",
"cityName:玉林, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:450900\n",
"cityName:来宾, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:451300\n",
"cityName:钦州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:450700\n",
"cityName:贵港, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:450800\n",
"cityName:梧州, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:450400\n",
"cityName:贺州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:451100\n",
"cityName:百色, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:451000\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:天津市 provinceShortName:天津 currentConfirmedCount:0 confirmedCount:205 suspectedCount:49 curedCount:202 deadCount :3 \n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:68, suspectedCount:0, curedCount:68, deadCount:0, locationId:0\n",
"cityName:宝坻区, currentConfirmedCount:0, confirmedCount:60, suspectedCount:0, curedCount:58, deadCount:2, locationId:120115\n",
"cityName:河东区, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:120102\n",
"cityName:河北区, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:120105\n",
"cityName:北辰区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:120113\n",
"cityName:南开区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:120104\n",
"cityName:和平区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:120101\n",
"cityName:外地来津, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:-1\n",
"cityName:东丽区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120110\n",
"cityName:宁河区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120117\n",
"cityName:河西区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120103\n",
"cityName:西青区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120111\n",
"cityName:滨海新区, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:120116\n",
"cityName:武清区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120114\n",
"cityName:红桥区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120106\n",
"cityName:津南区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120112\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:山西省 provinceShortName:山西 currentConfirmedCount:0 confirmedCount:201 suspectedCount:64 curedCount:201 deadCount :0 \n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:67, suspectedCount:64, curedCount:67, deadCount:0, locationId:0\n",
"cityName:晋中, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:37, deadCount:0, locationId:140700\n",
"cityName:太原, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:21, deadCount:0, locationId:140100\n",
"cityName:运城, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:140800\n",
"cityName:大同, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:140200\n",
"cityName:晋城, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:140500\n",
"cityName:长治, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:140400\n",
"cityName:朔州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:140600\n",
"cityName:忻州, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:140900\n",
"cityName:吕梁, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:141100\n",
"cityName:阳泉, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:140300\n",
"cityName:临汾, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:141000\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:海南省 provinceShortName:海南 currentConfirmedCount:0 confirmedCount:171 suspectedCount:0 curedCount:165 deadCount :6 \n",
"cityName:三亚, currentConfirmedCount:0, confirmedCount:57, suspectedCount:0, curedCount:56, deadCount:1, locationId:460200\n",
"cityName:海口, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:460100\n",
"cityName:儋州, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:460400\n",
"cityName:万宁, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:469006\n",
"cityName:澄迈, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:8, deadCount:1, locationId:469023\n",
"cityName:昌江, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:469026\n",
"cityName:琼海, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:5, deadCount:1, locationId:469002\n",
"cityName:临高, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:469024\n",
"cityName:陵水, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:469028\n",
"cityName:定安, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:2, deadCount:1, locationId:469021\n",
"cityName:文昌, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:469005\n",
"cityName:东方, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:2, deadCount:1, locationId:469007\n",
"cityName:保亭, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:469029\n",
"cityName:乐东, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:469027\n",
"cityName:琼中, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:469030\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:贵州省 provinceShortName:贵州 currentConfirmedCount:0 confirmedCount:147 suspectedCount:0 curedCount:145 deadCount :2 \n",
"cityName:贵阳, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:35, deadCount:1, locationId:520100\n",
"cityName:遵义, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:520300\n",
"cityName:毕节, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:520500\n",
"cityName:黔南州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:522700\n",
"cityName:六盘水, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:520200\n",
"cityName:铜仁, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:520600\n",
"cityName:黔东南州, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:522600\n",
"cityName:安顺, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:520400\n",
"cityName:黔西南州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:522300\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:宁夏回族自治区 provinceShortName:宁夏 currentConfirmedCount:0 confirmedCount:75 suspectedCount:0 curedCount:75 deadCount :0 \n",
"cityName:银川, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:640100\n",
"cityName:吴忠, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:640300\n",
"cityName:固原, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:640400\n",
"cityName:中卫, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:640500\n",
"cityName:宁东, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:石嘴山, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:640200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:澳门 provinceShortName:澳门 currentConfirmedCount:0 confirmedCount:46 suspectedCount:9 curedCount:46 deadCount :0 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:青海省 provinceShortName:青海 currentConfirmedCount:0 confirmedCount:18 suspectedCount:0 curedCount:18 deadCount :0 \n",
"cityName:西宁, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:630100\n",
"cityName:海北州, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:632200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:西藏自治区 provinceShortName:西藏 currentConfirmedCount:0 confirmedCount:1 suspectedCount:0 curedCount:1 deadCount :0 \n",
"cityName:拉萨, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:540100\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n"
]
}
],
"source": [
"'''测试'''\n",
"\n",
"# import requests\n",
"# from bs4 import BeautifulSoup\n",
"# import re\n",
"# import json\n",
"\n",
"# url = 'https://ncov.dxy.cn/ncovh5/view/pneumonia'\n",
"# res = requests.get(url)\n",
"# content = res.content.decode('utf-8')\n",
"# # print(content)\n",
"\n",
"# soup = BeautifulSoup(content,'html.parser')\n",
"\n",
"# tag = soup.find('script',attrs = {'id':'getAreaStat'})\n",
"# tagstr = tag.string\n",
"\n",
"# results = re.findall('\\{\"provinceName\":.*?\"cities\":.*?\\]\\}',tagstr)\n",
"# # print(result)\n",
"# all_province = []\n",
"\n",
"# for item in results:\n",
"# province = Province()\n",
"# obj = json.loads(item)\n",
"# province.provinceName = obj[\"provinceName\"]\n",
"# province.provinceShortName = obj[\"provinceShortName\"]\n",
"# province.currentConfirmedCount = obj[\"currentConfirmedCount\"]\n",
"# province.confirmedCount = obj[\"confirmedCount\"]\n",
"# province.suspectedCount = obj[\"suspectedCount\"]\n",
"# province.curedCount = obj[\"curedCount\"]\n",
"# province.deadCount = obj[\"deadCount\"]\n",
" \n",
"# cities = obj[\"cities\"]\n",
"# for cityItem in cities:\n",
"# # print(cityItem)\n",
"# city = City()\n",
" \n",
"# city.cityName = cityItem[\"cityName\"]\n",
"# city.currentConfirmedCount = cityItem[\"currentConfirmedCount\"]\n",
"# city.confirmedCount = cityItem[\"confirmedCount\"]\n",
"# city.suspectedCount = cityItem[\"suspectedCount\"]\n",
"# city.curedCount = cityItem[\"curedCount\"]\n",
"# city.deadCount = cityItem[\"deadCount\"]\n",
"# city.locationId = cityItem[\"locationId\"]\n",
"# province.cities.append(city)\n",
"# all_province.append(province)\n",
"\n",
"# for item in all_province:\n",
"# print(item)\n",
"# for i in item.cities:\n",
"# print(i)\n",
"# print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"delete from province_daily_datas where pub_time like \"2020-08-14%\"\n",
"之前省份删除成功\n",
"+++++++ save_province_datas, datas len:34\n",
"++++++++++++ save_province_datas is over\n",
"2020-08-14%\n",
"之前城市删除成功\n",
"+++++++ save_city_daily_datas, datas len:447\n",
"++++++++++++ save_city_daily_datas is over\n"
]
}
],
"source": [
"import datetime\n",
"import requests\n",
"from bs4 import BeautifulSoup\n",
"import re\n",
"import json\n",
"import datetime\n",
"import pymysql\n",
"\n",
"def Inside(ds):\n",
" class Province:\n",
" def __init__(self):\n",
" self.provinceName = ''\n",
" self.provinceShortName = ''\n",
" self.currentConfirmedCount = 0 #现有确诊病例数\n",
" self.confirmedCount = 0 #累计确诊\n",
" self.suspectedCount = 0 #疑似病例\n",
" self.curedCount = 0 #累计治愈\n",
" self.deadCount = 0#累计死亡\n",
" self.pub_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')#时间\n",
" self.cities = []\n",
"\n",
" def __str__(self):\n",
" return 'provinceName:%s provinceShortName:%s currentConfirmedCount:%d \\\n",
" confirmedCount:%d suspectedCount:%d curedCount:%d deadCount :%d '%(self.provinceName,self.provinceShortName,self.currentConfirmedCount,self.confirmedCount,self.suspectedCount,self.curedCount,self.deadCount)\n",
"\n",
"\n",
" def get_info_tuple(self):\n",
" return ((self.provinceName,self.provinceShortName,self.currentConfirmedCount,self.confirmedCount, self.suspectedCount, self.curedCount,self.deadCount,self.pub_time))\n",
"\n",
" class City:\n",
" def __init__(self):\n",
" self.cityName = ''\n",
" self.currentConfirmedCount = 0\n",
" self.confirmedCount = 0\n",
" self.suspectedCount = 0\n",
" self.curedCount = 0\n",
" self.deadCount = 0\n",
" self.locationId =0\n",
" self.province = ''\n",
" self.pub_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')#时间\n",
"\n",
" def __str__(self):\n",
" return 'cityName:%s, currentConfirmedCount:%d, confirmedCount:%d, suspectedCount:%d,\\\n",
" curedCount:%d, deadCount:%d, locationId:%d, pub_time:%s ,province:%s '%(self.cityName, self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount, self.locationId,self.pub_time,self.province)\n",
"\n",
" def get_info_tuple(self):\n",
" return ((self.cityName, self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount, self.locationId,self.province,self.pub_time ))\n",
"\n",
"\n",
"\n",
" class MyDB:\n",
" def __init__(self,host,user,passwd,db):\n",
" self.conn = pymysql.connect(host,user,passwd,db)\n",
" self.cursor = self.conn.cursor()\n",
"\n",
" def get_province_list_tuple(self,all_province):\n",
" info_tuple = []\n",
" for item in all_province:\n",
" info_tuple.append(item.get_info_tuple())\n",
" return info_tuple\n",
"\n",
" def get_city_list_tuple(self,all_city):\n",
" info_tuple = []\n",
" for item in all_city:\n",
" info_tuple.append(item.get_info_tuple())\n",
" return info_tuple\n",
"\n",
" #保存省份数据\n",
" def save_province_datas(self,all_province):\n",
"\n",
" date1 = datetime.datetime.now().strftime('%Y-%m-%d')\n",
" sql1 = 'delete from province_daily_datas where pub_time like \"%s\"'%(date1 + '%')\n",
" print(sql1)\n",
"\n",
" try:\n",
" self.cursor.execute(sql1)\n",
" self.conn.commit()\n",
" print(\"之前省份删除成功\")\n",
" except Exception as a:\n",
" print(a)\n",
"\n",
" sql = 'insert into province_daily_datas(provinceName,provinceShortName,currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,pub_time) \\\n",
" values(%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_province_list_tuple(all_province)\n",
"\n",
" print(\"+++++++ save_province_datas, datas len:%d\"%(len(res)))\n",
"\n",
" try: \n",
"\n",
" self.cursor.executemany(sql,res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print(\"???\")\n",
" print(\"++++++++++++ save_province_datas is over\")\n",
"\n",
"\n",
" #保存城市数据\n",
" def save_city_datas(self,all_city):\n",
" date2 = datetime.datetime.now().strftime('%Y-%m-%d')\n",
" sql2 = 'delete from city_daily_datas where pub_time like \"%s\"'%(date2 + '%')\n",
" try:\n",
" self.cursor.execute(sql2)\n",
" print((date2+\"%\"))\n",
" self.conn.commit()\n",
" print(\"之前城市删除成功\")\n",
" except Exception as a:\n",
" print(a)\n",
" sql = 'insert into city_daily_datas(cityName,currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,locationId,province,pub_time) \\\n",
" values(%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_city_list_tuple(all_city)\n",
"\n",
" print(\"+++++++ save_city_daily_datas, datas len:%d\"%(len(res)))\n",
"\n",
" try:\n",
" self.cursor.executemany(sql,res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print(\"???\")\n",
" print(\"++++++++++++ save_city_daily_datas is over\") \n",
"\n",
" def __del__(self):\n",
" if self.conn is not None:\n",
" self.conn.close()\n",
"\n",
" class DataService:\n",
" def __init__(self,ds):\n",
" self.url = 'https://ncov.dxy.cn/ncovh5/view/pneumonia'\n",
" self.db = MyDB(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
"\n",
" #抓取网页\n",
" def fetch_html_page(self):\n",
" res = requests.get(self.url)\n",
" res = res.content.decode('utf-8')\n",
" return res\n",
"\n",
" #解析网页\n",
" def parse_html_page(self,html):\n",
" soup = BeautifulSoup(html,'html.parser')\n",
" tag = soup.find('script',attrs = {'id':'getAreaStat'})\n",
" tagstr = tag.string\n",
" self.results = re.findall('\\{\"provinceName\":.*?\"cities\":.*?\\]\\}',tagstr)\n",
"\n",
" #提取各个省份及其城市数据\n",
" def fetch_province_datas(self):\n",
" all_province = []\n",
" all_city = []\n",
" province_name = ''\n",
"\n",
" for item in self.results:\n",
" province = Province()\n",
" obj = json.loads(item)\n",
" province.provinceName = obj[\"provinceName\"]\n",
" #提取省份名，放入city()\n",
" province_name = province.provinceName\n",
"\n",
" province.provinceShortName = obj[\"provinceShortName\"]\n",
" province.currentConfirmedCount = obj[\"currentConfirmedCount\"]\n",
" province.confirmedCount = obj[\"confirmedCount\"]\n",
" province.suspectedCount = obj[\"suspectedCount\"]\n",
" province.curedCount = obj[\"curedCount\"]\n",
" province.deadCount = obj[\"deadCount\"]\n",
"\n",
" #提取城市数据\n",
" cities = obj[\"cities\"]\n",
" for cityItem in cities:\n",
" # print(cityItem)\n",
" city = City()\n",
"\n",
" city.province = province_name\n",
" city.cityName = cityItem[\"cityName\"]\n",
" city.currentConfirmedCount = cityItem[\"currentConfirmedCount\"]\n",
" city.confirmedCount = cityItem[\"confirmedCount\"]\n",
" city.suspectedCount = cityItem[\"suspectedCount\"]\n",
" city.curedCount = cityItem[\"curedCount\"]\n",
" city.deadCount = cityItem[\"deadCount\"]\n",
" city.locationId = cityItem[\"locationId\"]\n",
" all_city.append(city)\n",
" province.cities.append(city)\n",
" all_province.append(province)\n",
" return all_province,all_city\n",
"\n",
" #业务函数\n",
" def process_data(self):\n",
" html = self.fetch_html_page()\n",
" self.parse_html_page(html)\n",
" all_province,all_city = self.fetch_province_datas()\n",
" # print(len(all_province))\n",
" # for item in all_province:\n",
" # # print(item.get_info_tuple())\n",
" # for i in item.cities:\n",
" # print(i.get_info_tuple())\n",
" # print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)\n",
"\n",
" # for i in all_city:\n",
" # print(i.get_info_tuple())\n",
" # print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)\n",
" # print(len(all_city))\n",
" # # 保存省份数据\n",
" self.db.save_province_datas(all_province)\n",
" # 保存城市数据\n",
" self.db.save_city_datas(all_city)\n",
"\n",
" # 创建Dataservice对象\n",
" ds = DataService(ds)\n",
" ds.process_data()\n",
"\n",
"\n",
"Inside(['localhost','root','20Z00t10x28_my','covid19'])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

3
FEM.ipynb → .ipynb_checkpoints/O-checkpoint.ipynb
Unescape View File

@ -452,6 +452,7 @@
"import pymysql\n", "import pymysql\n",
"\n", "\n",
"# 定义实体类\n", "# 定义实体类\n",
"def Outside:\n",
"class Country:\n", "class Country:\n",
" def __init__(self):\n", " def __init__(self):\n",
" self.countryName = ''\n", " self.countryName = ''\n",
@ -495,7 +496,7 @@
" print(e)\n", " print(e)\n",
" \n", " \n",
" sql = 'insert into country_daily_datas(countryName,currentConfirmedCount,\\\n", " sql = 'insert into country_daily_datas(countryName,currentConfirmedCount,\\\n",
"confirmedCount,confirmedCountRank,curedCount,deadCount,deadCountRank,deadRate,deadRateRank,updateTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n", "confirmedCount,confirmedCountRank,curedCount,deadCount,deadCountRank,deadRate,deadRateRank,pub_time) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_country_list_tuple(all_country)\n", " res = self.get_country_list_tuple(all_country)\n",
" \n", " \n",
" print('+++ save_country_datas, data len: %d' % len(res))\n", " print('+++ save_country_datas, data len: %d' % len(res))\n",

202
.ipynb_checkpoints/OS-checkpoint.ipynb
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@ -0,0 +1,202 @@
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 定义实体类"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"+++ [MyDB] delete from outsideSummary_realtime_datas\n",
"+++ save_outsideSummary_datas, data len: 1\n",
"+++ save_outsideSummary_datas is over.\n"
]
}
],
"source": [
"# 国外疫情实时概况\n",
"def OutsideSummary(dsin):\n",
" class OutsideSummary:\n",
" def __init__(self):\n",
" self.currentConfirmedCount = 0\n",
" self.confirmedCount = 0\n",
" self.suspectedCount = 0\n",
" self.curedCount = 0\n",
" self.deadCount = 0\n",
" self.suspectedIncr = 0\n",
" self.currentConfirmedIncr = 0\n",
" self.confirmedIncr = 0\n",
" self.curedIncr = 0\n",
" self.deadIncr = 0\n",
" self.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
"\n",
"\n",
" def get_info_tuple(self):\n",
" return (self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount,\n",
" self.deadCount, self.suspectedIncr, self.currentConfirmedIncr, self.confirmedIncr, self.curedIncr,\n",
" self.deadIncr, self.updatedTime)\n",
"\n",
"\n",
" def __str__(self):\n",
" return 'currentConfirmedCount:%s, confirmedCount:%s, suspectedCount:%s, curedCount:%s, deadCount:%s, suspectedIncr:%s, currentConfirmedIncr:%s, confirmedIncr:%s, curedIncr:%s, deadIncr:%s, updatedTime:%s' % (\n",
" self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount,\n",
" self.suspectedIncr, self.currentConfirmedIncr, self.confirmedIncr, self.curedIncr, self.deadIncr, self.updatedTime)\n",
"\n",
" # 数据库实体类\n",
"\n",
" #数据库实体类\n",
" import pymysql\n",
" class MyDB:\n",
" def __init__(self, host, user, passwd, db):\n",
" self.conn = pymysql.connect(host, user, passwd, db)\n",
" self.cursor = self.conn.cursor()\n",
"\n",
"\n",
" def get_outsideSummary_list_tuple(self, outsideSummary):\n",
" info_tuple = []\n",
" info_tuple.append(outsideSummary.get_info_tuple())\n",
" return info_tuple\n",
"\n",
"\n",
" # 保存数据\n",
" def save_outsideSummary_datas(self, outsideSummary):\n",
" print('+++ [MyDB] delete from outsideSummary_realtime_datas') \n",
" self.cursor.execute('delete from outsideSummary_realtime_datas') \n",
" self.conn.commit()\n",
"\n",
" sql = 'insert into outsideSummary_realtime_datas(currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,suspectedIncr,currentConfirmedIncr,confirmedIncr,curedIncr,deadIncr,updatedTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_outsideSummary_list_tuple(outsideSummary)\n",
" print('+++ save_outsideSummary_datas, data len: %d' % len(res))\n",
" try:\n",
" self.cursor.executemany(sql, res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print('+++ save_outsideSummary_datas is over.')\n",
"\n",
"\n",
" def __del__(self):\n",
" if self.conn is not None:\n",
" self.conn.close()\n",
"\n",
" # 业务逻辑类\n",
"\n",
" #业务逻辑类\n",
" import datetime\n",
" import requests\n",
" import re\n",
" from bs4 import BeautifulSoup\n",
" import json\n",
"\n",
"\n",
"\n",
" class DataService:\n",
" def __init__(self,ds):\n",
" self.db = MyDB(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
"\n",
"\n",
" # 爬取页面\n",
" res = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia')\n",
"\n",
" # 重新解码\n",
" res = res.content.decode('utf-8')\n",
"\n",
" # 构建soup对象\n",
" soup = BeautifulSoup(res, 'html.parser')\n",
"\n",
" # 使用soup对象查找国外疫情数据标签\n",
" tag = soup.find('script', attrs={'id': 'getStatisticsService'})\n",
"\n",
" # 转成字符串\n",
" tagstr = tag.string\n",
" # 使用正则表达式查找所有内容\n",
" result = re.findall('\\{\"currentConfirmedCount\".*?\"deadIncr\".*?\\}', tagstr)\n",
"\n",
" # 获取国外疫情数据\n",
" #print(result[0])\n",
" obj = json.loads(result[0])\n",
"\n",
"\n",
"\n",
" #print(obj)\n",
" def fetch_outside_summary(obj):\n",
" outsideSummary = OutsideSummary()\n",
" outsideSummary.currentConfirmedCount = int(obj['currentConfirmedCount'])\n",
" outsideSummary.confirmedCount = int(obj['confirmedCount'])\n",
" outsideSummary.suspectedCount = int(obj['suspectedCount'])\n",
" outsideSummary.curedCount = int(obj['curedCount'])\n",
" outsideSummary.deadCount = int(obj['deadCount'])\n",
" outsideSummary.suspectedIncr = int(obj['suspectedIncr'])\n",
" outsideSummary.currentConfirmedIncr = int(obj['currentConfirmedIncr'])\n",
" outsideSummary.confirmedIncr = int(obj['confirmedIncr'])\n",
" outsideSummary.curedIncr = int(obj['curedIncr'])\n",
" outsideSummary.deadIncr = int(obj['deadIncr'])\n",
" outsideSummary.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
" return outsideSummary\n",
"\n",
"\n",
"\n",
" # 创建Dataservice对象\n",
" ds = DataService(dsin)\n",
" outsideSummary=fetch_outside_summary(obj)\n",
" ds.db.save_outsideSummary_datas(outsideSummary)\n",
" \n",
"ds=['localhost','root','20Z00t10x28_my','covid19']\n",
"OutsideSummary(ds)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
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"name": "python3"
},
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"name": "ipython",
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},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

173
.ipynb_checkpoints/Untitled-checkpoint.ipynb
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@ -0,0 +1,173 @@
{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2020-08-14\n",
"The update was successful\n",
"+++ save_province_datas is over.\n",
"((1614, -125, 309, 28, 5, 1, 39, -2, 89673, 99, 2249, 22, 83352, 269, 4707, 3, '2020-08-14 16:53:26'),)\n"
]
}
],
"source": [
"import re\n",
"import json\n",
"import requests\n",
"import pymysql\n",
"import datetime\n",
"##################################################################################################\n",
" #爬取数据\n",
"# 国内疫情数据概况\n",
"def InsideSummary(ds):\n",
" class InsideSummary:\n",
" def __init__(self):\n",
" self.curConfirm = 0 #现有确诊\n",
" self.curConfirmRelative = 0#较昨日新增确诊\n",
" self.asymptomatic = 0 #无症状感染\n",
" self.asymptomaticRelative = 0 #较昨日新增无症状感染\n",
" self.unconfirmed = 0 #现有疑似\n",
" self.unconfirmedRelative = 0#较昨日疑似新增\n",
" self.icu = 0 #现有重症\n",
" self.icuRelative = 0 #较昨日重症病例新增\n",
" self.confirmed = 0 #累计确诊\n",
" self.confirmedRelative = 0 #较昨日累计确诊新增\n",
" self.overseasInput = 0 #累计境外输入\n",
" self.overseasInputRelative = 0#较昨日累计境外输入新 增\n",
" self.cured = 0 #累计治愈\n",
" self.curedRelative = 0 #较昨日累计治愈新增\n",
" self.died = 0 #累计死亡\n",
" self.diedRelative = 0#较昨日累计死亡新增\n",
" self.updatedTime = 0 #发布时间\n",
" # 数据库接口\n",
" def get_inside_summary_tuple(self):\n",
" return ((self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, \\\n",
" self.unconfirmed, self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, \\\n",
" self.confirmedRelative, self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, \\\n",
" self.died, self.diedRelative, self.updatedTime))\n",
" # 输出接口\n",
" def __str__(self):\n",
" return '%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s' % (\n",
" self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, self.unconfirmed,\n",
" self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, self.confirmedRelative,\n",
" self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, self.died, self.diedRelative,\n",
" self.updatedTime)\n",
" #######################################################################################################\n",
" #业务逻辑类\n",
"\n",
" # 爬取国内疫情数据\n",
" res=requests.get('https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5')\n",
" #解码\n",
" res=res.content.decode('utf-8')\n",
"\n",
" dict=json.loads(res) #str->dict\n",
"\n",
" #规范数据\n",
" for key in dict:\n",
" try:\n",
" dict[key] = dict[key].replace('\\\\', '')\n",
" key=key.replace('\\\\','')\n",
" except:\n",
" pass\n",
" #新生成data字典\n",
" data=json.loads(dict['data'])\n",
"\n",
" # 国内疫情数据实例化\n",
" # # #赋值\n",
" def fetch_inside_summary(data):\n",
" insideSummary = InsideSummary()\n",
" insideSummary.curConfirm = int(data['chinaTotal']['nowConfirm'])\n",
" insideSummary.curConfirmRelative = int(data['chinaAdd']['nowConfirm'])\n",
" insideSummary.asymptomatic = int(data['chinaTotal']['noInfect'])\n",
" insideSummary.asymptomaticRelative = int(data['chinaAdd']['noInfect'])\n",
" insideSummary.unconfirmed = int(data['chinaTotal']['suspect'])\n",
" insideSummary.unconfirmedRelative = int(data['chinaAdd']['suspect'])\n",
" insideSummary.icu = int(data['chinaTotal']['nowSevere'])\n",
" insideSummary.icuRelative = int(data['chinaAdd']['nowSevere'])\n",
" insideSummary.confirmed = int(data['chinaTotal']['confirm'])\n",
" insideSummary.updatedTime = data['lastUpdateTime']\n",
" insideSummary.confirmedRelative = int(data['chinaAdd']['confirm'])\n",
" insideSummary.overseasInput = int(data['chinaTotal']['importedCase'])\n",
" insideSummary.overseasInputRelative = int(data['chinaAdd']['importedCase'])\n",
" insideSummary.cured = int(data['chinaTotal']['heal'])\n",
" insideSummary.curedRelative = int(data['chinaAdd']['heal'])\n",
" insideSummary.died = int(data['chinaTotal']['dead'])\n",
" insideSummary.diedRelative = int(data['chinaAdd']['dead'])\n",
" return insideSummary\n",
" ##########################################################################################################\n",
" #存储数据于数据库\n",
"\n",
" #保存国内疫情概况数据\n",
"\n",
" def insert(res,ds):\n",
"\n",
" # 创建连接，并且返回连接对象)\n",
" conn =pymysql.connect(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
" # 创建游标对象\n",
" cursor = conn.cursor()\n",
"\n",
" date = data['lastUpdateTime'].split(' ',1)[0]\n",
" print(date)\n",
" sql = 'delete from home_realtime_datas where updatedTime like \"%s\"'%(date+'%')\n",
" print('The update was successful')\n",
" try:\n",
" cursor.execute(sql)\n",
" conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
"\n",
" sql='insert into home_realtime_datas(curConfirm,curConfirmRelative,asymptomatic,asymptomaticRelative,unconfirmed,unconfirmedRelative,icu,icuRelative,confirmed,confirmedRelative,overseasInput,overseasInputRelative,cured,curedRelative,died,diedRelative,updatedTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" try:\n",
" cursor.execute(sql, res)\n",
" conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print('+++ save_province_datas is over.')\n",
" cursor.close()\n",
" conn.close()\n",
"\n",
" insert(fetch_inside_summary(data).get_inside_summary_tuple(),ds)\n",
" conn = pymysql.connect(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
" cursor = conn.cursor()\n",
" sql = 'select * from home_realtime_datas'\n",
" cursor.execute(sql)\n",
" results = cursor.fetchall()\n",
" print(results)\n"
]
},
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847
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{
"cells": [
{
"cell_type": "code",
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"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"provinceName:香港 provinceShortName:香港 currentConfirmedCount:1128 confirmedCount:4243 suspectedCount:103 curedCount:3052 deadCount :63 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:新疆维吾尔自治区 provinceShortName:新疆 currentConfirmedCount:535 confirmedCount:875 suspectedCount:0 curedCount:337 deadCount :3 \n",
"cityName:乌鲁木齐, currentConfirmedCount:532, confirmedCount:818, suspectedCount:0, curedCount:286, deadCount:0, locationId:650100\n",
"cityName:昌吉州, currentConfirmedCount:1, confirmedCount:5, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:喀什地区, currentConfirmedCount:1, confirmedCount:2, suspectedCount:0, curedCount:1, deadCount:0, locationId:653100\n",
"cityName:伊犁州, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:654000\n",
"cityName:兵团第四师, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:0\n",
"cityName:兵团第八师石河子市, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:3, deadCount:1, locationId:0\n",
"cityName:兵团第九师, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:3, deadCount:1, locationId:0\n",
"cityName:吐鲁番市, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:650400\n",
"cityName:巴州, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:511902\n",
"cityName:兵团第十二师, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"cityName:兵团第六师五家渠市, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:兵团第七师, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:阿克苏地区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:652900\n",
"cityName:待明确地区, currentConfirmedCount:1, confirmedCount:1, suspectedCount:0, curedCount:0, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:辽宁省 provinceShortName:辽宁 currentConfirmedCount:68 confirmedCount:261 suspectedCount:0 curedCount:191 deadCount :2 \n",
"cityName:大连, currentConfirmedCount:62, confirmedCount:110, suspectedCount:0, curedCount:48, deadCount:0, locationId:210200\n",
"cityName:境外输入, currentConfirmedCount:5, confirmedCount:37, suspectedCount:0, curedCount:32, deadCount:0, locationId:0\n",
"cityName:铁岭, currentConfirmedCount:1, confirmedCount:8, suspectedCount:0, curedCount:7, deadCount:0, locationId:211200\n",
"cityName:沈阳, currentConfirmedCount:0, confirmedCount:34, suspectedCount:0, curedCount:34, deadCount:0, locationId:210100\n",
"cityName:锦州, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:210700\n",
"cityName:葫芦岛, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:11, deadCount:1, locationId:211400\n",
"cityName:丹东, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:210600\n",
"cityName:盘锦, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:211100\n",
"cityName:阜新, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:210900\n",
"cityName:朝阳, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:5, deadCount:1, locationId:211300\n",
"cityName:鞍山, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:210300\n",
"cityName:本溪, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:210500\n",
"cityName:辽阳, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:211000\n",
"cityName:营口, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:210800\n",
"cityName:抚顺, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:210400\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:上海市 provinceShortName:上海 currentConfirmedCount:54 confirmedCount:798 suspectedCount:393 curedCount:737 deadCount :7 \n",
"cityName:境外输入, currentConfirmedCount:54, confirmedCount:456, suspectedCount:4, curedCount:402, deadCount:0, locationId:0\n",
"cityName:外地来沪, currentConfirmedCount:0, confirmedCount:113, suspectedCount:0, curedCount:112, deadCount:1, locationId:0\n",
"cityName:浦东新区, currentConfirmedCount:0, confirmedCount:61, suspectedCount:0, curedCount:60, deadCount:1, locationId:310115\n",
"cityName:宝山区, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:21, deadCount:1, locationId:310113\n",
"cityName:闵行区, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:310112\n",
"cityName:徐汇区, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:17, deadCount:1, locationId:310104\n",
"cityName:静安区, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:15, deadCount:1, locationId:310106\n",
"cityName:松江区, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:310117\n",
"cityName:长宁区, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:310105\n",
"cityName:普陀区, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:310107\n",
"cityName:杨浦区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:310110\n",
"cityName:嘉定区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:7, deadCount:2, locationId:310114\n",
"cityName:奉贤区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:310120\n",
"cityName:虹口区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:310109\n",
"cityName:黄浦区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:310101\n",
"cityName:青浦区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:310118\n",
"cityName:金山区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:310116\n",
"cityName:崇明区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:310151\n",
"cityName:境外来沪, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:台湾 provinceShortName:台湾 currentConfirmedCount:30 confirmedCount:480 suspectedCount:371 curedCount:443 deadCount :7 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:山东省 provinceShortName:山东 currentConfirmedCount:22 confirmedCount:817 suspectedCount:14 curedCount:788 deadCount :7 \n",
"cityName:境外输入, currentConfirmedCount:16, confirmedCount:48, suspectedCount:14, curedCount:32, deadCount:0, locationId:0\n",
"cityName:济南, currentConfirmedCount:6, confirmedCount:53, suspectedCount:0, curedCount:47, deadCount:0, locationId:370100\n",
"cityName:济宁, currentConfirmedCount:0, confirmedCount:260, suspectedCount:0, curedCount:260, deadCount:0, locationId:370800\n",
"cityName:青岛, currentConfirmedCount:0, confirmedCount:65, suspectedCount:0, curedCount:64, deadCount:1, locationId:370200\n",
"cityName:临沂, currentConfirmedCount:0, confirmedCount:49, suspectedCount:0, curedCount:49, deadCount:0, locationId:371300\n",
"cityName:烟台, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:47, deadCount:0, locationId:370600\n",
"cityName:潍坊, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:44, deadCount:0, locationId:370700\n",
"cityName:威海, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:37, deadCount:1, locationId:371000\n",
"cityName:聊城, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:38, deadCount:0, locationId:371500\n",
"cityName:德州, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:35, deadCount:2, locationId:371400\n",
"cityName:泰安, currentConfirmedCount:0, confirmedCount:35, suspectedCount:0, curedCount:33, deadCount:2, locationId:370900\n",
"cityName:淄博, currentConfirmedCount:0, confirmedCount:30, suspectedCount:0, curedCount:29, deadCount:1, locationId:370300\n",
"cityName:枣庄, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:370400\n",
"cityName:菏泽, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:371700\n",
"cityName:日照, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:16, deadCount:0, locationId:371100\n",
"cityName:滨州, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:371600\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:广东省 provinceShortName:广东 currentConfirmedCount:15 confirmedCount:1699 suspectedCount:14 curedCount:1676 deadCount :8 \n",
"cityName:广州, currentConfirmedCount:11, confirmedCount:610, suspectedCount:9, curedCount:598, deadCount:1, locationId:440100\n",
"cityName:深圳, currentConfirmedCount:3, confirmedCount:465, suspectedCount:1, curedCount:459, deadCount:3, locationId:440300\n",
"cityName:珠海, currentConfirmedCount:1, confirmedCount:105, suspectedCount:1, curedCount:103, deadCount:1, locationId:440400\n",
"cityName:东莞, currentConfirmedCount:0, confirmedCount:100, suspectedCount:0, curedCount:99, deadCount:1, locationId:441900\n",
"cityName:佛山, currentConfirmedCount:0, confirmedCount:100, suspectedCount:1, curedCount:100, deadCount:0, locationId:440600\n",
"cityName:中山, currentConfirmedCount:0, confirmedCount:69, suspectedCount:0, curedCount:69, deadCount:0, locationId:442000\n",
"cityName:惠州, currentConfirmedCount:0, confirmedCount:62, suspectedCount:0, curedCount:62, deadCount:0, locationId:441300\n",
"cityName:汕头, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:440500\n",
"cityName:江门, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:440700\n",
"cityName:湛江, currentConfirmedCount:0, confirmedCount:24, suspectedCount:2, curedCount:24, deadCount:0, locationId:440800\n",
"cityName:肇庆, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:19, deadCount:1, locationId:441200\n",
"cityName:梅州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:441400\n",
"cityName:阳江, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:441700\n",
"cityName:茂名, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:440900\n",
"cityName:清远, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:441800\n",
"cityName:揭阳, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:445200\n",
"cityName:韶关, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:440200\n",
"cityName:潮州, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:445100\n",
"cityName:汕尾, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:441500\n",
"cityName:河源, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:441600\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:陕西省 provinceShortName:陕西 currentConfirmedCount:15 confirmedCount:341 suspectedCount:1 curedCount:323 deadCount :3 \n",
"cityName:境外输入, currentConfirmedCount:15, confirmedCount:96, suspectedCount:0, curedCount:81, deadCount:0, locationId:0\n",
"cityName:西安, currentConfirmedCount:0, confirmedCount:120, suspectedCount:0, curedCount:117, deadCount:3, locationId:610100\n",
"cityName:安康, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:610900\n",
"cityName:汉中, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:610700\n",
"cityName:咸阳, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:610400\n",
"cityName:渭南, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:610500\n",
"cityName:宝鸡, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:610300\n",
"cityName:延安, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:610600\n",
"cityName:铜川, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:610200\n",
"cityName:商洛, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:611000\n",
"cityName:榆林, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:610800\n",
"cityName:韩城, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:610581\n",
"cityName:杨凌, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:四川省 provinceShortName:四川 currentConfirmedCount:13 confirmedCount:616 suspectedCount:13 curedCount:600 deadCount :3 \n",
"cityName:成都, currentConfirmedCount:13, confirmedCount:220, suspectedCount:13, curedCount:204, deadCount:3, locationId:510100\n",
"cityName:甘孜州, currentConfirmedCount:0, confirmedCount:78, suspectedCount:0, curedCount:78, deadCount:0, locationId:513300\n",
"cityName:达州, currentConfirmedCount:0, confirmedCount:42, suspectedCount:0, curedCount:42, deadCount:0, locationId:511700\n",
"cityName:南充, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:511300\n",
"cityName:广安, currentConfirmedCount:0, confirmedCount:30, suspectedCount:0, curedCount:30, deadCount:0, locationId:511600\n",
"cityName:泸州, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:510500\n",
"cityName:巴中, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:511900\n",
"cityName:绵阳, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:510700\n",
"cityName:内江, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:511000\n",
"cityName:德阳, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:510600\n",
"cityName:遂宁, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:510900\n",
"cityName:攀枝花, currentConfirmedCount:0, confirmedCount:16, suspectedCount:0, curedCount:16, deadCount:0, locationId:510400\n",
"cityName:凉山州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:513400\n",
"cityName:宜宾, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:511500\n",
"cityName:自贡, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:510300\n",
"cityName:眉山, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:511400\n",
"cityName:雅安, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:511800\n",
"cityName:广元, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:510800\n",
"cityName:资阳, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:512000\n",
"cityName:乐山, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:511100\n",
"cityName:阿坝州, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:513200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:浙江省 provinceShortName:浙江 currentConfirmedCount:6 confirmedCount:1275 suspectedCount:3 curedCount:1268 deadCount :1 \n",
"cityName:境外输入, currentConfirmedCount:6, confirmedCount:56, suspectedCount:2, curedCount:50, deadCount:0, locationId:0\n",
"cityName:温州, currentConfirmedCount:0, confirmedCount:504, suspectedCount:0, curedCount:503, deadCount:1, locationId:330300\n",
"cityName:杭州, currentConfirmedCount:0, confirmedCount:181, suspectedCount:0, curedCount:181, deadCount:0, locationId:330100\n",
"cityName:宁波, currentConfirmedCount:0, confirmedCount:157, suspectedCount:0, curedCount:157, deadCount:0, locationId:330200\n",
"cityName:台州, currentConfirmedCount:0, confirmedCount:147, suspectedCount:0, curedCount:147, deadCount:0, locationId:331000\n",
"cityName:金华, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:330700\n",
"cityName:嘉兴, currentConfirmedCount:0, confirmedCount:46, suspectedCount:0, curedCount:46, deadCount:0, locationId:330400\n",
"cityName:绍兴, currentConfirmedCount:0, confirmedCount:42, suspectedCount:0, curedCount:42, deadCount:0, locationId:330600\n",
"cityName:省十里丰监狱, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:0\n",
"cityName:丽水, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:331100\n",
"cityName:衢州, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:330800\n",
"cityName:湖州, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:330500\n",
"cityName:舟山, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:330900\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:北京市 provinceShortName:北京 currentConfirmedCount:6 confirmedCount:935 suspectedCount:164 curedCount:920 deadCount :9 \n",
"cityName:丰台区, currentConfirmedCount:266, confirmedCount:273, suspectedCount:0, curedCount:7, deadCount:0, locationId:110106\n",
"cityName:大兴区, currentConfirmedCount:88, confirmedCount:104, suspectedCount:0, curedCount:16, deadCount:0, locationId:110115\n",
"cityName:海淀区, currentConfirmedCount:82, confirmedCount:82, suspectedCount:0, curedCount:0, deadCount:0, locationId:110108\n",
"cityName:朝阳区, currentConfirmedCount:77, confirmedCount:77, suspectedCount:0, curedCount:0, deadCount:0, locationId:110105\n",
"cityName:西城区, currentConfirmedCount:59, confirmedCount:59, suspectedCount:0, curedCount:0, deadCount:0, locationId:110102\n",
"cityName:外地来京, currentConfirmedCount:24, confirmedCount:26, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:昌平区, currentConfirmedCount:20, confirmedCount:30, suspectedCount:0, curedCount:10, deadCount:0, locationId:110114\n",
"cityName:通州区, currentConfirmedCount:19, confirmedCount:20, suspectedCount:0, curedCount:1, deadCount:0, locationId:110112\n",
"cityName:东城区, currentConfirmedCount:18, confirmedCount:19, suspectedCount:0, curedCount:1, deadCount:0, locationId:110101\n",
"cityName:房山区, currentConfirmedCount:17, confirmedCount:20, suspectedCount:0, curedCount:3, deadCount:0, locationId:110111\n",
"cityName:怀柔区, currentConfirmedCount:7, confirmedCount:7, suspectedCount:0, curedCount:0, deadCount:0, locationId:110116\n",
"cityName:密云区, currentConfirmedCount:7, confirmedCount:7, suspectedCount:0, curedCount:0, deadCount:0, locationId:110118\n",
"cityName:石景山区, currentConfirmedCount:6, confirmedCount:15, suspectedCount:0, curedCount:9, deadCount:0, locationId:110107\n",
"cityName:门头沟区, currentConfirmedCount:3, confirmedCount:5, suspectedCount:0, curedCount:2, deadCount:0, locationId:110109\n",
"cityName:境外输入, currentConfirmedCount:2, confirmedCount:176, suspectedCount:3, curedCount:174, deadCount:0, locationId:0\n",
"cityName:延庆区, currentConfirmedCount:1, confirmedCount:1, suspectedCount:0, curedCount:0, deadCount:0, locationId:110119\n",
"cityName:顺义区, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:110113\n",
"cityName:待明确地区, currentConfirmedCount:-690, confirmedCount:4, suspectedCount:0, curedCount:685, deadCount:9, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:湖北省 provinceShortName:湖北 currentConfirmedCount:4 confirmedCount:68139 suspectedCount:0 curedCount:63623 deadCount :4512 \n",
"cityName:武汉, currentConfirmedCount:4, confirmedCount:50344, suspectedCount:0, curedCount:46471, deadCount:3869, locationId:420100\n",
"cityName:孝感, currentConfirmedCount:0, confirmedCount:3518, suspectedCount:0, curedCount:3389, deadCount:129, locationId:420900\n",
"cityName:黄冈, currentConfirmedCount:0, confirmedCount:2907, suspectedCount:0, curedCount:2782, deadCount:125, locationId:421100\n",
"cityName:荆州, currentConfirmedCount:0, confirmedCount:1580, suspectedCount:0, curedCount:1528, deadCount:52, locationId:421000\n",
"cityName:鄂州, currentConfirmedCount:0, confirmedCount:1394, suspectedCount:0, curedCount:1335, deadCount:59, locationId:420700\n",
"cityName:随州, currentConfirmedCount:0, confirmedCount:1307, suspectedCount:0, curedCount:1262, deadCount:45, locationId:421300\n",
"cityName:襄阳, currentConfirmedCount:0, confirmedCount:1175, suspectedCount:0, curedCount:1135, deadCount:40, locationId:420600\n",
"cityName:黄石, currentConfirmedCount:0, confirmedCount:1015, suspectedCount:0, curedCount:976, deadCount:39, locationId:420200\n",
"cityName:宜昌, currentConfirmedCount:0, confirmedCount:931, suspectedCount:0, curedCount:894, deadCount:37, locationId:420500\n",
"cityName:荆门, currentConfirmedCount:0, confirmedCount:928, suspectedCount:0, curedCount:887, deadCount:41, locationId:420800\n",
"cityName:咸宁, currentConfirmedCount:0, confirmedCount:836, suspectedCount:0, curedCount:821, deadCount:15, locationId:421200\n",
"cityName:十堰, currentConfirmedCount:0, confirmedCount:672, suspectedCount:0, curedCount:664, deadCount:8, locationId:420300\n",
"cityName:仙桃, currentConfirmedCount:0, confirmedCount:575, suspectedCount:0, curedCount:553, deadCount:22, locationId:429004\n",
"cityName:天门, currentConfirmedCount:0, confirmedCount:496, suspectedCount:0, curedCount:481, deadCount:15, locationId:429006\n",
"cityName:恩施州, currentConfirmedCount:0, confirmedCount:252, suspectedCount:0, curedCount:245, deadCount:7, locationId:422800\n",
"cityName:潜江, currentConfirmedCount:0, confirmedCount:198, suspectedCount:0, curedCount:189, deadCount:9, locationId:429005\n",
"cityName:神农架林区, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:429021\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:福建省 provinceShortName:福建 currentConfirmedCount:4 confirmedCount:368 suspectedCount:3 curedCount:363 deadCount :1 \n",
"cityName:境外输入人员, currentConfirmedCount:4, confirmedCount:72, suspectedCount:1, curedCount:68, deadCount:0, locationId:0\n",
"cityName:福州, currentConfirmedCount:0, confirmedCount:72, suspectedCount:0, curedCount:71, deadCount:1, locationId:350100\n",
"cityName:莆田, currentConfirmedCount:0, confirmedCount:56, suspectedCount:0, curedCount:56, deadCount:0, locationId:350300\n",
"cityName:泉州, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:47, deadCount:0, locationId:350500\n",
"cityName:厦门, currentConfirmedCount:0, confirmedCount:35, suspectedCount:0, curedCount:35, deadCount:0, locationId:350200\n",
"cityName:宁德, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:350900\n",
"cityName:漳州, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:350600\n",
"cityName:南平, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:350700\n",
"cityName:三明, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:350400\n",
"cityName:龙岩, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:350800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:内蒙古自治区 provinceShortName:内蒙古 currentConfirmedCount:4 confirmedCount:259 suspectedCount:34 curedCount:254 deadCount :1 \n",
"cityName:境外输入人员, currentConfirmedCount:4, confirmedCount:182, suspectedCount:34, curedCount:178, deadCount:0, locationId:0\n",
"cityName:鄂尔多斯, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:150600\n",
"cityName:包头, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:150200\n",
"cityName:赤峰, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:150400\n",
"cityName:锡林郭勒盟, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:152500\n",
"cityName:呼伦贝尔, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:150700\n",
"cityName:巴彦淖尔, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:7, deadCount:1, locationId:150800\n",
"cityName:呼和浩特, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:150100\n",
"cityName:通辽, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:150500\n",
"cityName:乌兰察布, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:150900\n",
"cityName:乌海市, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:150300\n",
"cityName:兴安盟, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:152200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:江苏省 provinceShortName:江苏 currentConfirmedCount:3 confirmedCount:659 suspectedCount:3 curedCount:656 deadCount :0 \n",
"cityName:境外输入, currentConfirmedCount:3, confirmedCount:28, suspectedCount:0, curedCount:25, deadCount:0, locationId:0\n",
"cityName:南京, currentConfirmedCount:0, confirmedCount:93, suspectedCount:0, curedCount:93, deadCount:0, locationId:320100\n",
"cityName:苏州, currentConfirmedCount:0, confirmedCount:87, suspectedCount:0, curedCount:87, deadCount:0, locationId:320500\n",
"cityName:徐州, currentConfirmedCount:0, confirmedCount:79, suspectedCount:0, curedCount:79, deadCount:0, locationId:320300\n",
"cityName:淮安, currentConfirmedCount:0, confirmedCount:66, suspectedCount:0, curedCount:66, deadCount:0, locationId:320800\n",
"cityName:无锡, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:320200\n",
"cityName:常州, currentConfirmedCount:0, confirmedCount:51, suspectedCount:0, curedCount:51, deadCount:0, locationId:320400\n",
"cityName:连云港, currentConfirmedCount:0, confirmedCount:48, suspectedCount:0, curedCount:48, deadCount:0, locationId:320700\n",
"cityName:南通, currentConfirmedCount:0, confirmedCount:40, suspectedCount:0, curedCount:40, deadCount:0, locationId:320600\n",
"cityName:泰州, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:37, deadCount:0, locationId:321200\n",
"cityName:盐城, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:27, deadCount:0, locationId:320900\n",
"cityName:扬州, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:321000\n",
"cityName:宿迁, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:321300\n",
"cityName:镇江, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:321100\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:甘肃省 provinceShortName:甘肃 currentConfirmedCount:2 confirmedCount:169 suspectedCount:0 curedCount:165 deadCount :2 \n",
"cityName:境外输入, currentConfirmedCount:2, confirmedCount:77, suspectedCount:0, curedCount:75, deadCount:0, locationId:0\n",
"cityName:兰州, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:34, deadCount:2, locationId:620100\n",
"cityName:天水, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:620500\n",
"cityName:平凉, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:620800\n",
"cityName:定西, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:621100\n",
"cityName:甘南, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:623000\n",
"cityName:白银, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:620400\n",
"cityName:陇南, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:621200\n",
"cityName:庆阳, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:621000\n",
"cityName:临夏, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:622900\n",
"cityName:张掖, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:620700\n",
"cityName:金昌, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:620300\n",
"cityName:省级（湖北输入）, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:黑龙江省 provinceShortName:黑龙江 currentConfirmedCount:1 confirmedCount:948 suspectedCount:394 curedCount:934 deadCount :13 \n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:387, suspectedCount:386, curedCount:386, deadCount:0, locationId:0\n",
"cityName:哈尔滨, currentConfirmedCount:0, confirmedCount:264, suspectedCount:8, curedCount:260, deadCount:4, locationId:230100\n",
"cityName:双鸭山, currentConfirmedCount:0, confirmedCount:52, suspectedCount:0, curedCount:49, deadCount:3, locationId:230500\n",
"cityName:绥化, currentConfirmedCount:0, confirmedCount:47, suspectedCount:0, curedCount:43, deadCount:4, locationId:231200\n",
"cityName:鸡西, currentConfirmedCount:0, confirmedCount:46, suspectedCount:0, curedCount:46, deadCount:0, locationId:230300\n",
"cityName:齐齐哈尔, currentConfirmedCount:0, confirmedCount:43, suspectedCount:0, curedCount:42, deadCount:1, locationId:230200\n",
"cityName:大庆, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:26, deadCount:1, locationId:230600\n",
"cityName:牡丹江, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:231000\n",
"cityName:七台河, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:230900\n",
"cityName:佳木斯, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:230800\n",
"cityName:黑河, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:231100\n",
"cityName:鹤岗, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:230400\n",
"cityName:大兴安岭, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:232700\n",
"cityName:待明确, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:伊春, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:230700\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:河北省 provinceShortName:河北 currentConfirmedCount:1 confirmedCount:350 suspectedCount:0 curedCount:343 deadCount :6 \n",
"cityName:保定, currentConfirmedCount:4, confirmedCount:48, suspectedCount:0, curedCount:44, deadCount:0, locationId:130600\n",
"cityName:廊坊, currentConfirmedCount:2, confirmedCount:32, suspectedCount:0, curedCount:30, deadCount:0, locationId:131000\n",
"cityName:沧州, currentConfirmedCount:1, confirmedCount:49, suspectedCount:0, curedCount:45, deadCount:3, locationId:130900\n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:11, suspectedCount:0, curedCount:10, deadCount:0, locationId:0\n",
"cityName:唐山, currentConfirmedCount:0, confirmedCount:58, suspectedCount:0, curedCount:57, deadCount:1, locationId:130200\n",
"cityName:张家口, currentConfirmedCount:0, confirmedCount:43, suspectedCount:0, curedCount:43, deadCount:0, locationId:130700\n",
"cityName:邯郸, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:130400\n",
"cityName:石家庄, currentConfirmedCount:0, confirmedCount:29, suspectedCount:0, curedCount:29, deadCount:0, locationId:130100\n",
"cityName:邢台, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:22, deadCount:1, locationId:130500\n",
"cityName:秦皇岛, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:130300\n",
"cityName:衡水, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:131100\n",
"cityName:承德, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:130800\n",
"cityName:待明确, currentConfirmedCount:-7, confirmedCount:0, suspectedCount:0, curedCount:7, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:云南省 provinceShortName:云南 currentConfirmedCount:1 confirmedCount:191 suspectedCount:0 curedCount:188 deadCount :2 \n",
"cityName:境外输入, currentConfirmedCount:1, confirmedCount:17, suspectedCount:0, curedCount:16, deadCount:0, locationId:0\n",
"cityName:昆明, currentConfirmedCount:0, confirmedCount:53, suspectedCount:0, curedCount:53, deadCount:0, locationId:530100\n",
"cityName:昭通, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:530600\n",
"cityName:西双版纳, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:532800\n",
"cityName:玉溪, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:13, deadCount:1, locationId:530400\n",
"cityName:曲靖, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:530300\n",
"cityName:大理州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:0\n",
"cityName:红河州, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:0\n",
"cityName:保山, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:530500\n",
"cityName:丽江, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:530700\n",
"cityName:德宏州, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:0\n",
"cityName:普洱, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:530800\n",
"cityName:楚雄州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:文山州, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:临沧, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:530900\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:吉林省 provinceShortName:吉林 currentConfirmedCount:1 confirmedCount:157 suspectedCount:19 curedCount:154 deadCount :2 \n",
"cityName:四平市, currentConfirmedCount:1, confirmedCount:17, suspectedCount:0, curedCount:15, deadCount:1, locationId:220300\n",
"cityName:吉林市, currentConfirmedCount:0, confirmedCount:60, suspectedCount:12, curedCount:59, deadCount:1, locationId:220200\n",
"cityName:长春, currentConfirmedCount:0, confirmedCount:49, suspectedCount:1, curedCount:49, deadCount:0, locationId:220100\n",
"cityName:辽源, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:220400\n",
"cityName:延边, currentConfirmedCount:0, confirmedCount:7, suspectedCount:1, curedCount:7, deadCount:0, locationId:222400\n",
"cityName:公主岭, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:220381\n",
"cityName:通化, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:220500\n",
"cityName:松原, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:220700\n",
"cityName:梅河口, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:220581\n",
"cityName:白城, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:220800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:河南省 provinceShortName:河南 currentConfirmedCount:0 confirmedCount:1276 suspectedCount:0 curedCount:1254 deadCount :22 \n",
"cityName:信阳, currentConfirmedCount:0, confirmedCount:274, suspectedCount:0, curedCount:272, deadCount:2, locationId:411500\n",
"cityName:郑州, currentConfirmedCount:0, confirmedCount:157, suspectedCount:0, curedCount:152, deadCount:5, locationId:410100\n",
"cityName:南阳, currentConfirmedCount:0, confirmedCount:156, suspectedCount:0, curedCount:153, deadCount:3, locationId:411300\n",
"cityName:驻马店, currentConfirmedCount:0, confirmedCount:139, suspectedCount:0, curedCount:139, deadCount:0, locationId:411700\n",
"cityName:商丘, currentConfirmedCount:0, confirmedCount:91, suspectedCount:0, curedCount:88, deadCount:3, locationId:411400\n",
"cityName:周口, currentConfirmedCount:0, confirmedCount:76, suspectedCount:0, curedCount:75, deadCount:1, locationId:411600\n",
"cityName:平顶山, currentConfirmedCount:0, confirmedCount:58, suspectedCount:0, curedCount:57, deadCount:1, locationId:410400\n",
"cityName:新乡, currentConfirmedCount:0, confirmedCount:57, suspectedCount:0, curedCount:54, deadCount:3, locationId:410700\n",
"cityName:安阳, currentConfirmedCount:0, confirmedCount:53, suspectedCount:0, curedCount:53, deadCount:0, locationId:410500\n",
"cityName:许昌, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:38, deadCount:1, locationId:411000\n",
"cityName:漯河, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:411100\n",
"cityName:焦作, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:31, deadCount:1, locationId:410800\n",
"cityName:洛阳, currentConfirmedCount:0, confirmedCount:31, suspectedCount:0, curedCount:30, deadCount:1, locationId:410300\n",
"cityName:开封, currentConfirmedCount:0, confirmedCount:26, suspectedCount:0, curedCount:26, deadCount:0, locationId:410200\n",
"cityName:鹤壁, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:410600\n",
"cityName:濮阳, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:410900\n",
"cityName:三门峡, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:6, deadCount:1, locationId:411200\n",
"cityName:济源, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:419001\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:湖南省 provinceShortName:湖南 currentConfirmedCount:0 confirmedCount:1019 suspectedCount:0 curedCount:1015 deadCount :4 \n",
"cityName:长沙, currentConfirmedCount:0, confirmedCount:242, suspectedCount:0, curedCount:240, deadCount:2, locationId:430100\n",
"cityName:岳阳, currentConfirmedCount:0, confirmedCount:156, suspectedCount:0, curedCount:155, deadCount:1, locationId:430600\n",
"cityName:邵阳, currentConfirmedCount:0, confirmedCount:102, suspectedCount:0, curedCount:101, deadCount:1, locationId:430500\n",
"cityName:常德, currentConfirmedCount:0, confirmedCount:82, suspectedCount:0, curedCount:82, deadCount:0, locationId:430700\n",
"cityName:株洲, currentConfirmedCount:0, confirmedCount:80, suspectedCount:0, curedCount:80, deadCount:0, locationId:430200\n",
"cityName:娄底, currentConfirmedCount:0, confirmedCount:76, suspectedCount:0, curedCount:76, deadCount:0, locationId:431300\n",
"cityName:益阳, currentConfirmedCount:0, confirmedCount:60, suspectedCount:0, curedCount:60, deadCount:0, locationId:430900\n",
"cityName:衡阳, currentConfirmedCount:0, confirmedCount:48, suspectedCount:0, curedCount:48, deadCount:0, locationId:430400\n",
"cityName:永州, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:44, deadCount:0, locationId:431100\n",
"cityName:怀化, currentConfirmedCount:0, confirmedCount:40, suspectedCount:0, curedCount:40, deadCount:0, locationId:431200\n",
"cityName:郴州, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:431000\n",
"cityName:湘潭, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:430300\n",
"cityName:湘西自治州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:433100\n",
"cityName:张家界, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:430800\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:安徽省 provinceShortName:安徽 currentConfirmedCount:0 confirmedCount:991 suspectedCount:0 curedCount:985 deadCount :6 \n",
"cityName:合肥, currentConfirmedCount:0, confirmedCount:174, suspectedCount:0, curedCount:173, deadCount:1, locationId:340100\n",
"cityName:蚌埠, currentConfirmedCount:0, confirmedCount:160, suspectedCount:0, curedCount:155, deadCount:5, locationId:340300\n",
"cityName:阜阳, currentConfirmedCount:0, confirmedCount:155, suspectedCount:0, curedCount:155, deadCount:0, locationId:341200\n",
"cityName:亳州, currentConfirmedCount:0, confirmedCount:108, suspectedCount:0, curedCount:108, deadCount:0, locationId:341600\n",
"cityName:安庆, currentConfirmedCount:0, confirmedCount:83, suspectedCount:0, curedCount:83, deadCount:0, locationId:340800\n",
"cityName:六安, currentConfirmedCount:0, confirmedCount:69, suspectedCount:0, curedCount:69, deadCount:0, locationId:341500\n",
"cityName:宿州, currentConfirmedCount:0, confirmedCount:41, suspectedCount:0, curedCount:41, deadCount:0, locationId:341300\n",
"cityName:马鞍山, currentConfirmedCount:0, confirmedCount:38, suspectedCount:0, curedCount:38, deadCount:0, locationId:340500\n",
"cityName:芜湖, currentConfirmedCount:0, confirmedCount:34, suspectedCount:0, curedCount:34, deadCount:0, locationId:340200\n",
"cityName:铜陵, currentConfirmedCount:0, confirmedCount:29, suspectedCount:0, curedCount:29, deadCount:0, locationId:340700\n",
"cityName:淮北, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:340600\n",
"cityName:淮南, currentConfirmedCount:0, confirmedCount:27, suspectedCount:0, curedCount:27, deadCount:0, locationId:340400\n",
"cityName:池州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:341700\n",
"cityName:滁州, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:341100\n",
"cityName:黄山, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:341000\n",
"cityName:宣城, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:341800\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:江西省 provinceShortName:江西 currentConfirmedCount:0 confirmedCount:932 suspectedCount:0 curedCount:931 deadCount :1 \n",
"cityName:南昌, currentConfirmedCount:0, confirmedCount:230, suspectedCount:0, curedCount:230, deadCount:0, locationId:360100\n",
"cityName:新余, currentConfirmedCount:0, confirmedCount:129, suspectedCount:0, curedCount:129, deadCount:0, locationId:360500\n",
"cityName:上饶, currentConfirmedCount:0, confirmedCount:123, suspectedCount:0, curedCount:123, deadCount:0, locationId:361100\n",
"cityName:九江, currentConfirmedCount:0, confirmedCount:116, suspectedCount:0, curedCount:116, deadCount:0, locationId:360400\n",
"cityName:宜春, currentConfirmedCount:0, confirmedCount:106, suspectedCount:0, curedCount:106, deadCount:0, locationId:360900\n",
"cityName:赣州, currentConfirmedCount:0, confirmedCount:74, suspectedCount:0, curedCount:73, deadCount:1, locationId:360700\n",
"cityName:抚州, currentConfirmedCount:0, confirmedCount:72, suspectedCount:0, curedCount:72, deadCount:0, locationId:361000\n",
"cityName:萍乡, currentConfirmedCount:0, confirmedCount:33, suspectedCount:0, curedCount:33, deadCount:0, locationId:360300\n",
"cityName:吉安, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:360800\n",
"cityName:鹰潭, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:360600\n",
"cityName:景德镇, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:360200\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:0\n",
"cityName:赣江新区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:重庆市 provinceShortName:重庆 currentConfirmedCount:0 confirmedCount:583 suspectedCount:1 curedCount:577 deadCount :6 \n",
"cityName:万州区, currentConfirmedCount:0, confirmedCount:118, suspectedCount:0, curedCount:114, deadCount:4, locationId:500101\n",
"cityName:江北区, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:500105\n",
"cityName:云阳县, currentConfirmedCount:0, confirmedCount:25, suspectedCount:0, curedCount:25, deadCount:0, locationId:500235\n",
"cityName:合川区, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:500117\n",
"cityName:綦江区, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:500110\n",
"cityName:长寿区, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:500115\n",
"cityName:奉节县, currentConfirmedCount:0, confirmedCount:22, suspectedCount:0, curedCount:22, deadCount:0, locationId:500236\n",
"cityName:九龙坡区, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:20, deadCount:1, locationId:500107\n",
"cityName:开州区, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:20, deadCount:1, locationId:500154\n",
"cityName:忠县, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:21, deadCount:0, locationId:500233\n",
"cityName:渝中区, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:500103\n",
"cityName:垫江县, currentConfirmedCount:0, confirmedCount:20, suspectedCount:0, curedCount:20, deadCount:0, locationId:500231\n",
"cityName:潼南区, currentConfirmedCount:0, confirmedCount:18, suspectedCount:0, curedCount:18, deadCount:0, locationId:500152\n",
"cityName:渝北区, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:500112\n",
"cityName:两江新区, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:-1\n",
"cityName:南岸区, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:500108\n",
"cityName:石柱县, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:500240\n",
"cityName:大足区, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:500111\n",
"cityName:巫溪县, currentConfirmedCount:0, confirmedCount:14, suspectedCount:0, curedCount:14, deadCount:0, locationId:500238\n",
"cityName:铜梁区, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500151\n",
"cityName:丰都县, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500230\n",
"cityName:巫山县, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:500237\n",
"cityName:沙坪坝区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500106\n",
"cityName:璧山区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500120\n",
"cityName:荣昌区, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:9, deadCount:0, locationId:500153\n",
"cityName:大渡口区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:500104\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:0\n",
"cityName:巴南区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:500113\n",
"cityName:涪陵区, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:500102\n",
"cityName:永川区, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:500118\n",
"cityName:江津区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:500116\n",
"cityName:梁平区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:500155\n",
"cityName:高新区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:0\n",
"cityName:黔江区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500114\n",
"cityName:城口县, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500229\n",
"cityName:彭水县, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:500243\n",
"cityName:武隆区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:500156\n",
"cityName:秀山县, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:500241\n",
"cityName:酉阳县, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:万盛经开区, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:广西壮族自治区 provinceShortName:广西 currentConfirmedCount:0 confirmedCount:255 suspectedCount:0 curedCount:253 deadCount :2 \n",
"cityName:南宁, currentConfirmedCount:0, confirmedCount:55, suspectedCount:0, curedCount:55, deadCount:0, locationId:450100\n",
"cityName:北海, currentConfirmedCount:0, confirmedCount:44, suspectedCount:0, curedCount:43, deadCount:1, locationId:450500\n",
"cityName:桂林, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:450300\n",
"cityName:河池, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:27, deadCount:1, locationId:451200\n",
"cityName:柳州, currentConfirmedCount:0, confirmedCount:24, suspectedCount:0, curedCount:24, deadCount:0, locationId:450200\n",
"cityName:防城港, currentConfirmedCount:0, confirmedCount:19, suspectedCount:0, curedCount:19, deadCount:0, locationId:450600\n",
"cityName:玉林, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:450900\n",
"cityName:来宾, currentConfirmedCount:0, confirmedCount:11, suspectedCount:0, curedCount:11, deadCount:0, locationId:451300\n",
"cityName:钦州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:450700\n",
"cityName:贵港, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:450800\n",
"cityName:梧州, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:450400\n",
"cityName:贺州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:451100\n",
"cityName:百色, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:451000\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:天津市 provinceShortName:天津 currentConfirmedCount:0 confirmedCount:205 suspectedCount:49 curedCount:202 deadCount :3 \n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:68, suspectedCount:0, curedCount:68, deadCount:0, locationId:0\n",
"cityName:宝坻区, currentConfirmedCount:0, confirmedCount:60, suspectedCount:0, curedCount:58, deadCount:2, locationId:120115\n",
"cityName:河东区, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:120102\n",
"cityName:河北区, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:120105\n",
"cityName:北辰区, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:120113\n",
"cityName:南开区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:120104\n",
"cityName:和平区, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:120101\n",
"cityName:外地来津, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:-1\n",
"cityName:东丽区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120110\n",
"cityName:宁河区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120117\n",
"cityName:河西区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120103\n",
"cityName:西青区, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:120111\n",
"cityName:滨海新区, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:120116\n",
"cityName:武清区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120114\n",
"cityName:红桥区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120106\n",
"cityName:津南区, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:120112\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:山西省 provinceShortName:山西 currentConfirmedCount:0 confirmedCount:201 suspectedCount:64 curedCount:201 deadCount :0 \n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:67, suspectedCount:64, curedCount:67, deadCount:0, locationId:0\n",
"cityName:晋中, currentConfirmedCount:0, confirmedCount:37, suspectedCount:0, curedCount:37, deadCount:0, locationId:140700\n",
"cityName:太原, currentConfirmedCount:0, confirmedCount:21, suspectedCount:0, curedCount:21, deadCount:0, locationId:140100\n",
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"cityName:大同, currentConfirmedCount:0, confirmedCount:12, suspectedCount:0, curedCount:12, deadCount:0, locationId:140200\n",
"cityName:晋城, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:140500\n",
"cityName:长治, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:140400\n",
"cityName:朔州, currentConfirmedCount:0, confirmedCount:8, suspectedCount:0, curedCount:8, deadCount:0, locationId:140600\n",
"cityName:忻州, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:140900\n",
"cityName:吕梁, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:141100\n",
"cityName:阳泉, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:140300\n",
"cityName:临汾, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:141000\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:海南省 provinceShortName:海南 currentConfirmedCount:0 confirmedCount:171 suspectedCount:0 curedCount:165 deadCount :6 \n",
"cityName:三亚, currentConfirmedCount:0, confirmedCount:57, suspectedCount:0, curedCount:56, deadCount:1, locationId:460200\n",
"cityName:海口, currentConfirmedCount:0, confirmedCount:39, suspectedCount:0, curedCount:39, deadCount:0, locationId:460100\n",
"cityName:儋州, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:14, deadCount:1, locationId:460400\n",
"cityName:万宁, currentConfirmedCount:0, confirmedCount:13, suspectedCount:0, curedCount:13, deadCount:0, locationId:469006\n",
"cityName:澄迈, currentConfirmedCount:0, confirmedCount:9, suspectedCount:0, curedCount:8, deadCount:1, locationId:469023\n",
"cityName:昌江, currentConfirmedCount:0, confirmedCount:7, suspectedCount:0, curedCount:7, deadCount:0, locationId:469026\n",
"cityName:琼海, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:5, deadCount:1, locationId:469002\n",
"cityName:临高, currentConfirmedCount:0, confirmedCount:6, suspectedCount:0, curedCount:6, deadCount:0, locationId:469024\n",
"cityName:陵水, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:469028\n",
"cityName:定安, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:2, deadCount:1, locationId:469021\n",
"cityName:文昌, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:469005\n",
"cityName:东方, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:2, deadCount:1, locationId:469007\n",
"cityName:保亭, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:469029\n",
"cityName:乐东, currentConfirmedCount:0, confirmedCount:2, suspectedCount:0, curedCount:2, deadCount:0, locationId:469027\n",
"cityName:琼中, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:469030\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:贵州省 provinceShortName:贵州 currentConfirmedCount:0 confirmedCount:147 suspectedCount:0 curedCount:145 deadCount :2 \n",
"cityName:贵阳, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:35, deadCount:1, locationId:520100\n",
"cityName:遵义, currentConfirmedCount:0, confirmedCount:32, suspectedCount:0, curedCount:32, deadCount:0, locationId:520300\n",
"cityName:毕节, currentConfirmedCount:0, confirmedCount:23, suspectedCount:0, curedCount:23, deadCount:0, locationId:520500\n",
"cityName:黔南州, currentConfirmedCount:0, confirmedCount:17, suspectedCount:0, curedCount:17, deadCount:0, locationId:522700\n",
"cityName:六盘水, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:9, deadCount:1, locationId:520200\n",
"cityName:铜仁, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:520600\n",
"cityName:黔东南州, currentConfirmedCount:0, confirmedCount:10, suspectedCount:0, curedCount:10, deadCount:0, locationId:522600\n",
"cityName:安顺, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:520400\n",
"cityName:黔西南州, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:522300\n",
"cityName:境外输入, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:宁夏回族自治区 provinceShortName:宁夏 currentConfirmedCount:0 confirmedCount:75 suspectedCount:0 curedCount:75 deadCount :0 \n",
"cityName:银川, currentConfirmedCount:0, confirmedCount:36, suspectedCount:0, curedCount:36, deadCount:0, locationId:640100\n",
"cityName:吴忠, currentConfirmedCount:0, confirmedCount:28, suspectedCount:0, curedCount:28, deadCount:0, locationId:640300\n",
"cityName:固原, currentConfirmedCount:0, confirmedCount:5, suspectedCount:0, curedCount:5, deadCount:0, locationId:640400\n",
"cityName:中卫, currentConfirmedCount:0, confirmedCount:4, suspectedCount:0, curedCount:4, deadCount:0, locationId:640500\n",
"cityName:宁东, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:0\n",
"cityName:石嘴山, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:640200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:澳门 provinceShortName:澳门 currentConfirmedCount:0 confirmedCount:46 suspectedCount:9 curedCount:46 deadCount :0 \n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:青海省 provinceShortName:青海 currentConfirmedCount:0 confirmedCount:18 suspectedCount:0 curedCount:18 deadCount :0 \n",
"cityName:西宁, currentConfirmedCount:0, confirmedCount:15, suspectedCount:0, curedCount:15, deadCount:0, locationId:630100\n",
"cityName:海北州, currentConfirmedCount:0, confirmedCount:3, suspectedCount:0, curedCount:3, deadCount:0, locationId:632200\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n",
"provinceName:西藏自治区 provinceShortName:西藏 currentConfirmedCount:0 confirmedCount:1 suspectedCount:0 curedCount:1 deadCount :0 \n",
"cityName:拉萨, currentConfirmedCount:0, confirmedCount:1, suspectedCount:0, curedCount:1, deadCount:0, locationId:540100\n",
"++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n"
]
}
],
"source": [
"'''测试'''\n",
"\n",
"# import requests\n",
"# from bs4 import BeautifulSoup\n",
"# import re\n",
"# import json\n",
"\n",
"# url = 'https://ncov.dxy.cn/ncovh5/view/pneumonia'\n",
"# res = requests.get(url)\n",
"# content = res.content.decode('utf-8')\n",
"# # print(content)\n",
"\n",
"# soup = BeautifulSoup(content,'html.parser')\n",
"\n",
"# tag = soup.find('script',attrs = {'id':'getAreaStat'})\n",
"# tagstr = tag.string\n",
"\n",
"# results = re.findall('\\{\"provinceName\":.*?\"cities\":.*?\\]\\}',tagstr)\n",
"# # print(result)\n",
"# all_province = []\n",
"\n",
"# for item in results:\n",
"# province = Province()\n",
"# obj = json.loads(item)\n",
"# province.provinceName = obj[\"provinceName\"]\n",
"# province.provinceShortName = obj[\"provinceShortName\"]\n",
"# province.currentConfirmedCount = obj[\"currentConfirmedCount\"]\n",
"# province.confirmedCount = obj[\"confirmedCount\"]\n",
"# province.suspectedCount = obj[\"suspectedCount\"]\n",
"# province.curedCount = obj[\"curedCount\"]\n",
"# province.deadCount = obj[\"deadCount\"]\n",
" \n",
"# cities = obj[\"cities\"]\n",
"# for cityItem in cities:\n",
"# # print(cityItem)\n",
"# city = City()\n",
" \n",
"# city.cityName = cityItem[\"cityName\"]\n",
"# city.currentConfirmedCount = cityItem[\"currentConfirmedCount\"]\n",
"# city.confirmedCount = cityItem[\"confirmedCount\"]\n",
"# city.suspectedCount = cityItem[\"suspectedCount\"]\n",
"# city.curedCount = cityItem[\"curedCount\"]\n",
"# city.deadCount = cityItem[\"deadCount\"]\n",
"# city.locationId = cityItem[\"locationId\"]\n",
"# province.cities.append(city)\n",
"# all_province.append(province)\n",
"\n",
"# for item in all_province:\n",
"# print(item)\n",
"# for i in item.cities:\n",
"# print(i)\n",
"# print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"delete from province_daily_datas where pub_time like \"2020-08-14%\"\n",
"之前省份删除成功\n",
"+++++++ save_province_datas, datas len:34\n",
"++++++++++++ save_province_datas is over\n",
"2020-08-14%\n",
"之前城市删除成功\n",
"+++++++ save_city_daily_datas, datas len:447\n",
"++++++++++++ save_city_daily_datas is over\n"
]
}
],
"source": [
"import datetime\n",
"import requests\n",
"from bs4 import BeautifulSoup\n",
"import re\n",
"import json\n",
"import datetime\n",
"import pymysql\n",
"\n",
"def Inside(ds):\n",
" class Province:\n",
" def __init__(self):\n",
" self.provinceName = ''\n",
" self.provinceShortName = ''\n",
" self.currentConfirmedCount = 0 #现有确诊病例数\n",
" self.confirmedCount = 0 #累计确诊\n",
" self.suspectedCount = 0 #疑似病例\n",
" self.curedCount = 0 #累计治愈\n",
" self.deadCount = 0#累计死亡\n",
" self.pub_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')#时间\n",
" self.cities = []\n",
"\n",
" def __str__(self):\n",
" return 'provinceName:%s provinceShortName:%s currentConfirmedCount:%d \\\n",
" confirmedCount:%d suspectedCount:%d curedCount:%d deadCount :%d '%(self.provinceName,self.provinceShortName,self.currentConfirmedCount,self.confirmedCount,self.suspectedCount,self.curedCount,self.deadCount)\n",
"\n",
"\n",
" def get_info_tuple(self):\n",
" return ((self.provinceName,self.provinceShortName,self.currentConfirmedCount,self.confirmedCount, self.suspectedCount, self.curedCount,self.deadCount,self.pub_time))\n",
"\n",
" class City:\n",
" def __init__(self):\n",
" self.cityName = ''\n",
" self.currentConfirmedCount = 0\n",
" self.confirmedCount = 0\n",
" self.suspectedCount = 0\n",
" self.curedCount = 0\n",
" self.deadCount = 0\n",
" self.locationId =0\n",
" self.province = ''\n",
" self.pub_time = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')#时间\n",
"\n",
" def __str__(self):\n",
" return 'cityName:%s, currentConfirmedCount:%d, confirmedCount:%d, suspectedCount:%d,\\\n",
" curedCount:%d, deadCount:%d, locationId:%d, pub_time:%s ,province:%s '%(self.cityName, self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount, self.locationId,self.pub_time,self.province)\n",
"\n",
" def get_info_tuple(self):\n",
" return ((self.cityName, self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount, self.locationId,self.province,self.pub_time ))\n",
"\n",
"\n",
"\n",
" class MyDB:\n",
" def __init__(self,host,user,passwd,db):\n",
" self.conn = pymysql.connect(host,user,passwd,db)\n",
" self.cursor = self.conn.cursor()\n",
"\n",
" def get_province_list_tuple(self,all_province):\n",
" info_tuple = []\n",
" for item in all_province:\n",
" info_tuple.append(item.get_info_tuple())\n",
" return info_tuple\n",
"\n",
" def get_city_list_tuple(self,all_city):\n",
" info_tuple = []\n",
" for item in all_city:\n",
" info_tuple.append(item.get_info_tuple())\n",
" return info_tuple\n",
"\n",
" #保存省份数据\n",
" def save_province_datas(self,all_province):\n",
"\n",
" date1 = datetime.datetime.now().strftime('%Y-%m-%d')\n",
" sql1 = 'delete from province_daily_datas where pub_time like \"%s\"'%(date1 + '%')\n",
" print(sql1)\n",
"\n",
" try:\n",
" self.cursor.execute(sql1)\n",
" self.conn.commit()\n",
" print(\"之前省份删除成功\")\n",
" except Exception as a:\n",
" print(a)\n",
"\n",
" sql = 'insert into province_daily_datas(provinceName,provinceShortName,currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,pub_time) \\\n",
" values(%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_province_list_tuple(all_province)\n",
"\n",
" print(\"+++++++ save_province_datas, datas len:%d\"%(len(res)))\n",
"\n",
" try: \n",
"\n",
" self.cursor.executemany(sql,res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print(\"???\")\n",
" print(\"++++++++++++ save_province_datas is over\")\n",
"\n",
"\n",
" #保存城市数据\n",
" def save_city_datas(self,all_city):\n",
" date2 = datetime.datetime.now().strftime('%Y-%m-%d')\n",
" sql2 = 'delete from city_daily_datas where pub_time like \"%s\"'%(date2 + '%')\n",
" try:\n",
" self.cursor.execute(sql2)\n",
" print((date2+\"%\"))\n",
" self.conn.commit()\n",
" print(\"之前城市删除成功\")\n",
" except Exception as a:\n",
" print(a)\n",
" sql = 'insert into city_daily_datas(cityName,currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,locationId,province,pub_time) \\\n",
" values(%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_city_list_tuple(all_city)\n",
"\n",
" print(\"+++++++ save_city_daily_datas, datas len:%d\"%(len(res)))\n",
"\n",
" try:\n",
" self.cursor.executemany(sql,res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print(\"???\")\n",
" print(\"++++++++++++ save_city_daily_datas is over\") \n",
"\n",
" def __del__(self):\n",
" if self.conn is not None:\n",
" self.conn.close()\n",
"\n",
" class DataService:\n",
" def __init__(self,ds):\n",
" self.url = 'https://ncov.dxy.cn/ncovh5/view/pneumonia'\n",
" self.db = MyDB(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
"\n",
" #抓取网页\n",
" def fetch_html_page(self):\n",
" res = requests.get(self.url)\n",
" res = res.content.decode('utf-8')\n",
" return res\n",
"\n",
" #解析网页\n",
" def parse_html_page(self,html):\n",
" soup = BeautifulSoup(html,'html.parser')\n",
" tag = soup.find('script',attrs = {'id':'getAreaStat'})\n",
" tagstr = tag.string\n",
" self.results = re.findall('\\{\"provinceName\":.*?\"cities\":.*?\\]\\}',tagstr)\n",
"\n",
" #提取各个省份及其城市数据\n",
" def fetch_province_datas(self):\n",
" all_province = []\n",
" all_city = []\n",
" province_name = ''\n",
"\n",
" for item in self.results:\n",
" province = Province()\n",
" obj = json.loads(item)\n",
" province.provinceName = obj[\"provinceName\"]\n",
" #提取省份名，放入city()\n",
" province_name = province.provinceName\n",
"\n",
" province.provinceShortName = obj[\"provinceShortName\"]\n",
" province.currentConfirmedCount = obj[\"currentConfirmedCount\"]\n",
" province.confirmedCount = obj[\"confirmedCount\"]\n",
" province.suspectedCount = obj[\"suspectedCount\"]\n",
" province.curedCount = obj[\"curedCount\"]\n",
" province.deadCount = obj[\"deadCount\"]\n",
"\n",
" #提取城市数据\n",
" cities = obj[\"cities\"]\n",
" for cityItem in cities:\n",
" # print(cityItem)\n",
" city = City()\n",
"\n",
" city.province = province_name\n",
" city.cityName = cityItem[\"cityName\"]\n",
" city.currentConfirmedCount = cityItem[\"currentConfirmedCount\"]\n",
" city.confirmedCount = cityItem[\"confirmedCount\"]\n",
" city.suspectedCount = cityItem[\"suspectedCount\"]\n",
" city.curedCount = cityItem[\"curedCount\"]\n",
" city.deadCount = cityItem[\"deadCount\"]\n",
" city.locationId = cityItem[\"locationId\"]\n",
" all_city.append(city)\n",
" province.cities.append(city)\n",
" all_province.append(province)\n",
" return all_province,all_city\n",
"\n",
" #业务函数\n",
" def process_data(self):\n",
" html = self.fetch_html_page()\n",
" self.parse_html_page(html)\n",
" all_province,all_city = self.fetch_province_datas()\n",
" # print(len(all_province))\n",
" # for item in all_province:\n",
" # # print(item.get_info_tuple())\n",
" # for i in item.cities:\n",
" # print(i.get_info_tuple())\n",
" # print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)\n",
"\n",
" # for i in all_city:\n",
" # print(i.get_info_tuple())\n",
" # print(\"++++++++++++++++++++++++++++++++++++++++++++++\"*4)\n",
" # print(len(all_city))\n",
" # # 保存省份数据\n",
" self.db.save_province_datas(all_province)\n",
" # 保存城市数据\n",
" self.db.save_city_datas(all_city)\n",
"\n",
" # 创建Dataservice对象\n",
" ds = DataService(ds)\n",
" ds.process_data()\n",
"\n",
"ds=['localhost','root','20Z00t10x28_my','covid19']\n",
"Inside(ds)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

124
IS.py
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import re
import json
import requests
import pymysql
import datetime
##################################################################################################
#爬取数据
# 国内疫情数据概况
class InsideSummary:
def __init__(self):
self.curConfirm = 0 #现有确诊
self.curConfirmRelative = 0#较昨日新增确诊
self.asymptomatic = 0 #无症状感染
self.asymptomaticRelative = 0 #较昨日新增无症状感染
self.unconfirmed = 0 #现有疑似
self.unconfirmedRelative = 0#较昨日疑似新增
self.icu = 0 #现有重症
self.icuRelative = 0 #较昨日重症病例新增
self.confirmed = 0 #累计确诊
self.confirmedRelative = 0 #较昨日累计确诊新增
self.overseasInput = 0 #累计境外输入
self.overseasInputRelative = 0#较昨日累计境外输入新 增
self.cured = 0 #累计治愈
self.curedRelative = 0 #较昨日累计治愈新增
self.died = 0 #累计死亡
self.diedRelative = 0#较昨日累计死亡新增
self.updatedTime = 0 #发布时间
# 数据库接口
def get_inside_summary_tuple(self):
return ((self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, \
self.unconfirmed, self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, \
self.confirmedRelative, self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, \
self.died, self.diedRelative, self.updatedTime))
# 输出接口
def __str__(self):
return '%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s' % (
self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, self.unconfirmed,
self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, self.confirmedRelative,
self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, self.died, self.diedRelative,
self.updatedTime)
#######################################################################################################
#业务逻辑类
# 爬取国内疫情数据
res=requests.get('https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5')
#解码
res=res.content.decode('utf-8')
dict=json.loads(res) #str->dict
#规范数据
for key in dict:
try:
dict[key] = dict[key].replace('\\', '')
key=key.replace('\\','')
except:
pass
#新生成data字典
data=json.loads(dict['data'])
# 国内疫情数据实例化
# # #赋值
def fetch_inside_summary(data):
insideSummary = InsideSummary()
insideSummary.curConfirm = int(data['chinaTotal']['nowConfirm'])
insideSummary.curConfirmRelative = int(data['chinaAdd']['nowConfirm'])
insideSummary.asymptomatic = int(data['chinaTotal']['noInfect'])
insideSummary.asymptomaticRelative = int(data['chinaAdd']['noInfect'])
insideSummary.unconfirmed = int(data['chinaTotal']['suspect'])
insideSummary.unconfirmedRelative = int(data['chinaAdd']['suspect'])
insideSummary.icu = int(data['chinaTotal']['nowSevere'])
insideSummary.icuRelative = int(data['chinaAdd']['nowSevere'])
insideSummary.confirmed = int(data['chinaTotal']['confirm'])
insideSummary.updatedTime = data['lastUpdateTime']
insideSummary.confirmedRelative = int(data['chinaAdd']['confirm'])
insideSummary.overseasInput = int(data['chinaTotal']['importedCase'])
insideSummary.overseasInputRelative = int(data['chinaAdd']['importedCase'])
insideSummary.cured = int(data['chinaTotal']['heal'])
insideSummary.curedRelative = int(data['chinaAdd']['heal'])
insideSummary.died = int(data['chinaTotal']['dead'])
insideSummary.diedRelative = int(data['chinaAdd']['dead'])
return insideSummary
##########################################################################################################
#存储数据于数据库
#保存国内疫情概况数据
def insert(res):
# 创建连接，并且返回连接对象
conn =pymysql.connect(host='localhost',user='root',db='covid19_datas_guangxi',passwd='kfq991122',charset='utf8')
# 创建游标对象
cursor = conn.cursor()
date = data['lastUpdateTime'].split(' ',1)[0]
print(date)
sql = 'delete from home_realtime_datas where updatedTime like "%s"'%(date+'%')
print('The update was successful')
try:
cursor.execute(sql)
conn.commit()
except Exception as e:
print(e)
sql='insert into home_realtime_datas(curConfirm,curConfirmRelative,asymptomatic,asymptomaticRelative,unconfirmed,unconfirmedRelative,icu,icuRelative,confirmed,confirmedRelative,overseasInput,overseasInputRelative,cured,curedRelative,died,diedRelative,updatedTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'
try:
cursor.execute(sql, res)
conn.commit()
except Exception as e:
print(e)
print('+++ save_province_datas is over.')
cursor.close()
conn.close()
insert(fetch_inside_summary(data).get_inside_summary_tuple())
conn = pymysql.connect('localhost','root','kfq991122','covid19_datas_guangxi')
cursor = conn.cursor()
sql = 'select * from home_realtime_datas'
cursor.execute(sql)
results = cursor.fetchall()
print(results)

136
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"id:74894\n",
"pubDate:2020-08-12 17:17:01\n",
"pubDateStr:9分钟前\n",
"title:以色列新增366例新冠肺炎确诊病例 累计86959例\n",
"summary:当地时间8月12日上午，以色列卫生部公布的疫情通报显示，11日23时至12日11时，以色列新增366例新冠肺炎确诊病例，累计达86959例，无新增死亡病例，累计死亡622人。截至目前，现存确诊病例24761例，有377人病情危重，其中110人使用呼吸机，已有61576人治愈康复。\n",
"infoSource:央视新闻app\n",
"\n",
"\n",
"id:74891\n",
"pubDate:2020-08-12 17:14:28\n",
"pubDateStr:11分钟前\n",
"title:巴林新增407例新冠肺炎确诊病例 累计44804例\n",
"summary:巴林卫生部当地时间12日上午发布通告，确认境内新增407例新型冠状病毒肺炎确诊病例，同时新增2例死亡病例。至此巴林境内累计已发现44804例新型冠状病毒肺炎确诊病例，其中41504名患者已经治愈，165名患者病重不治去世。3135名仍在医院接受治疗的患者中38人病情较重。\n",
"infoSource:央视新闻app\n",
"\n",
"\n",
"id:74884\n",
"pubDate:2020-08-12 16:46:46\n",
"pubDateStr:39分钟前\n",
"title:香港新增62例新冠肺炎确诊病例 连续第十日新增病例少于100例\n",
"summary:8月12日下午，香港特区政府卫生署卫生防护中心举行发布会。据介绍，截至12日零时，香港新增62例新冠肺炎确诊病例。这是连续第十日新增确诊病例少于100例。香港累计报告新冠肺炎确诊病例4243例。  新增确诊者中，有1例境外输入病例，剩余61例均为本地感染病例，当中有28例病例暂未查明感染源。12日，香港新增四例死亡病例，累计死亡63例。\n",
"infoSource:央视新闻app\n",
"\n",
"\n",
"id:74878\n",
"pubDate:2020-08-12 16:30:22\n",
"pubDateStr:55分钟前\n",
"title:菲律宾新增4444例新冠肺炎确诊病例 累计确诊143749例\n",
"summary:8月12日，菲律宾卫生部发布消息称，截至12日下午4点，菲律宾新增4444例新冠肺炎确诊病例，确诊病例累计达143749例。此外，新增死亡病例93例，累计死亡2404例。同时，新增治愈病例636例，累计治愈人数为68997人。\n",
"infoSource:央视新闻app\n",
"\n",
"\n",
"id:74869\n",
"pubDate:2020-08-12 15:52:13\n",
"pubDateStr:1小时前\n",
"title:捷克新增288例新冠肺炎确诊病例 累计18783例\n",
"summary:当地时间8月12日，捷克卫生部公布的新冠肺炎疫情数据显示，11日全天捷克新增288例新冠肺炎确诊病例，累计确诊18783例；治愈病例和死亡病例分别为13222例和391例。\n",
"infoSource:央视新闻app\n",
"\n",
"\n"
]
}
],
"source": [
"import requests\n",
"from bs4 import BeautifulSoup\n",
"import re\n",
"import json\n",
"import time\n",
"#爬取页面\n",
"class NEWS:\n",
" def __init__(self):\n",
" self.id=0\n",
" self.pubDate=''\n",
" self.pubDateStr=''\n",
" self.title=''\n",
" self.summary=''\n",
" self.infoSource=''\n",
" \n",
" def __str__(self):\n",
" return 'id:%d\\npubDate:%s\\npubDateStr:%s\\ntitle:%s\\nsummary:%s\\ninfoSource:%s\\n'%(self.id,self.pubDate,self.pubDateStr,self.title,self.summary,self.infoSource)\n",
" \n",
" \n",
"res=requests.get('http://ncov.dxy.cn/ncovh5/view/pneumonia')\n",
"#重新解码\n",
"res=res.content.decode('utf-8')\n",
"#构建对象\n",
"soup=BeautifulSoup(res,'html.parser')\n",
"#打标签\n",
"tag = soup.find('script', attrs={'id':'getTimelineService1'})\n",
"#转换为字符串\n",
"tagstr = tag.string\n",
"#使用正则表达式提取信息\n",
"results = re.findall('(\\\\{\\\"id\\\".*?\\\"provinceId\\\".*?\\\\})', tagstr)\n",
"\n",
"all_New=[]\n",
"for item in results:\n",
" New=NEWS()\n",
" obj=json.loads(item)\n",
" New.id=obj['id']\n",
" New.pubDate=time.strftime('%Y-%m-%d %H:%M:%S',time.localtime(float(obj['pubDate'])/1000))\n",
" New.pubDateStr=obj['pubDateStr']\n",
" New.title=obj['title']\n",
" New.summary=obj['summary']\n",
" New.infoSource=obj['infoSource']\n",
" all_New.append(New)\n",
"for item in all_New:\n",
" print(item)\n",
" print()\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

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{
"cells": [
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"executemany() missing 1 required positional argument: 'args'\n",
"+++ save_country_datas, data len: 214\n",
"+++ save_country_datas is over.\n"
]
}
],
"source": [
"import datetime\n",
"import requests\n",
"from bs4 import BeautifulSoup\n",
"import re\n",
"import json\n",
"import pymysql\n",
"\n",
"# 定义实体类\n",
"def Outside(ds):\n",
" class Country:\n",
" def __init__(self):\n",
" self.countryName = ''\n",
" self.currentConfirmedCount = 0 # 现有确诊病例数\n",
" self.confirmedCount = 0 # 累计确诊\n",
" self.confirmedCountRank = 0 # 累计确诊排名\n",
" self.curedCount = 0 # 累计治愈\n",
" self.deadCount = 0 # 累计死亡\n",
" self.deadCountRank = 0 # 累计死亡排名\n",
" self.deadRate = 0.0 # 死亡率\n",
" self.deadRateRank = 0 # 死亡率排名\n",
" self.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
" def get_info_tuple(self):\n",
" return (self.countryName, self.currentConfirmedCount, self.confirmedCount, self.confirmedCountRank, self.curedCount, self.deadCount, self.deadCountRank, self.deadRate, self.deadRateRank,self.updatedTime)\n",
" def __str__(self):\n",
" return 'countryName:%s,currentConfirmedCount:%d,confirmedCount:%d,\\\n",
" confirmedCountRankt:%d,curedCount:%d,deadCount:%d,deadCountRank:%d,deadRate:%d,deadRateRank:%d,updatedTime:%s' % (self.countryName, self.currentConfirmedCount, self.confirmedCount, self.confirmedCountRank, self.curedCount, self.deadCount, self.deadCountRank, self.deadRate, self.deadRateRank,self.updatedTime)\n",
"\n",
" class MyDB:\n",
" def __init__(self, host, user, passwd, db):\n",
"\n",
" self.conn = pymysql.connect(host, user, passwd, db)\n",
" self.cursor = self.conn.cursor()\n",
"\n",
"\n",
"\n",
" def get_country_list_tuple(self, all_country):\n",
" info_tuple = []\n",
" for item in all_country:\n",
" info_tuple.append(item.get_info_tuple())\n",
" return info_tuple\n",
"\n",
" # 保存数据\n",
" def save_country_datas(self, all_country):\n",
" date=datetime.datetime.now().strftime('%Y-%m-%d')\n",
" sql='delete from country_daily_datas where updatedTime like \"%s\"'%(date+\"%\")\n",
" try:\n",
" self.cursor.executemany(sql)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
"\n",
" sql = 'insert into country_daily_datas(countryName,currentConfirmedCount,\\\n",
" confirmedCount,confirmedCountRank,curedCount,deadCount,deadCountRank,deadRate,deadRateRank,pub_time) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_country_list_tuple(all_country)\n",
"\n",
" print('+++ save_country_datas, data len: %d' % len(res))\n",
" try:\n",
" self.cursor.executemany(sql, res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print('+++ save_country_datas is over.')\n",
" def show_country_datas(self):\n",
" self.cursor.execute('select * from country_daily_datas')\n",
"\n",
"\n",
" def __del__(self):\n",
" if self.conn is not None:\n",
" self.conn.close()\n",
"\n",
"\n",
" def forign_data_search(ds):\n",
" db = MyDB(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
" res = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia')# 爬取页面\n",
" res = res.content.decode('utf-8') # 重新解码\n",
" soup = BeautifulSoup(res, 'html.parser')# 构建soup对象\n",
" tag = soup.find('script', attrs={'id':'getListByCountryTypeService2true'}) # Tag# 使用soup对象查找实时播报新闻标签\n",
" tagStr = tag.string# 获取内容\n",
" results = re.findall('\\{\"id\".*?\"showRank\".*?\\}', tagStr) # length: 34, [str, str, ....]# 使用正则表达式匹配\n",
" all_country = []\n",
" for item in results:\n",
" country=Country() \n",
" obj = json.loads(item) # obj -> dict\n",
" country.countryName = obj['provinceName']\n",
" country.currentConfirmedCount = int(obj['currentConfirmedCount'])\n",
" country.confirmedCount = int(obj['confirmedCount'])\n",
" country.curedCount = int(obj['curedCount'])\n",
" country.deadCount = int(obj['deadCount'])\n",
" country.deadRate = float(obj['deadRate'])\n",
" country.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
" try:\n",
" country.deadCountRank = int(obj['deadCountRank'])\n",
" country.deadRateRank = int(obj['deadRateRank'])\n",
" country.confirmedCountRank = int(obj['confirmedCountRank'])\n",
" except KeyError:\n",
" country.deadCountRank = 0\n",
" country.deadRateRank = 0\n",
" country.confirmedCountRank = 0\n",
" finally:\n",
" all_country.append(country)\n",
"\n",
" db.save_country_datas(all_country)\n",
" \n",
" forign_data_search(ds)\n",
"\n",
"ds=['localhost','root','20Z00t10x28_my','covid19']\n",
"Outside(ds)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 定义实体类"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"+++ [MyDB] delete from outsideSummary_realtime_datas\n",
"+++ save_outsideSummary_datas, data len: 1\n",
"+++ save_outsideSummary_datas is over.\n"
]
}
],
"source": [
"# 国外疫情实时概况\n",
"def OutsideSummary(dsin):\n",
" class OutsideSummary:\n",
" def __init__(self):\n",
" self.currentConfirmedCount = 0\n",
" self.confirmedCount = 0\n",
" self.suspectedCount = 0\n",
" self.curedCount = 0\n",
" self.deadCount = 0\n",
" self.suspectedIncr = 0\n",
" self.currentConfirmedIncr = 0\n",
" self.confirmedIncr = 0\n",
" self.curedIncr = 0\n",
" self.deadIncr = 0\n",
" self.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
"\n",
"\n",
" def get_info_tuple(self):\n",
" return (self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount,\n",
" self.deadCount, self.suspectedIncr, self.currentConfirmedIncr, self.confirmedIncr, self.curedIncr,\n",
" self.deadIncr, self.updatedTime)\n",
"\n",
"\n",
" def __str__(self):\n",
" return 'currentConfirmedCount:%s, confirmedCount:%s, suspectedCount:%s, curedCount:%s, deadCount:%s, suspectedIncr:%s, currentConfirmedIncr:%s, confirmedIncr:%s, curedIncr:%s, deadIncr:%s, updatedTime:%s' % (\n",
" self.currentConfirmedCount, self.confirmedCount, self.suspectedCount, self.curedCount, self.deadCount,\n",
" self.suspectedIncr, self.currentConfirmedIncr, self.confirmedIncr, self.curedIncr, self.deadIncr, self.updatedTime)\n",
"\n",
" # 数据库实体类\n",
"\n",
" #数据库实体类\n",
" import pymysql\n",
" class MyDB:\n",
" def __init__(self, host, user, passwd, db):\n",
" self.conn = pymysql.connect(host, user, passwd, db)\n",
" self.cursor = self.conn.cursor()\n",
"\n",
"\n",
" def get_outsideSummary_list_tuple(self, outsideSummary):\n",
" info_tuple = []\n",
" info_tuple.append(outsideSummary.get_info_tuple())\n",
" return info_tuple\n",
"\n",
"\n",
" # 保存数据\n",
" def save_outsideSummary_datas(self, outsideSummary):\n",
" print('+++ [MyDB] delete from outsideSummary_realtime_datas') \n",
" self.cursor.execute('delete from outsideSummary_realtime_datas') \n",
" self.conn.commit()\n",
"\n",
" sql = 'insert into outsideSummary_realtime_datas(currentConfirmedCount,confirmedCount,suspectedCount,curedCount,deadCount,suspectedIncr,currentConfirmedIncr,confirmedIncr,curedIncr,deadIncr,updatedTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" res = self.get_outsideSummary_list_tuple(outsideSummary)\n",
" print('+++ save_outsideSummary_datas, data len: %d' % len(res))\n",
" try:\n",
" self.cursor.executemany(sql, res)\n",
" self.conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print('+++ save_outsideSummary_datas is over.')\n",
"\n",
"\n",
" def __del__(self):\n",
" if self.conn is not None:\n",
" self.conn.close()\n",
"\n",
" # 业务逻辑类\n",
"\n",
" #业务逻辑类\n",
" import datetime\n",
" import requests\n",
" import re\n",
" from bs4 import BeautifulSoup\n",
" import json\n",
"\n",
"\n",
"\n",
" class DataService:\n",
" def __init__(self,ds):\n",
" self.db = MyDB(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
"\n",
"\n",
" # 爬取页面\n",
" res = requests.get('https://ncov.dxy.cn/ncovh5/view/pneumonia')\n",
"\n",
" # 重新解码\n",
" res = res.content.decode('utf-8')\n",
"\n",
" # 构建soup对象\n",
" soup = BeautifulSoup(res, 'html.parser')\n",
"\n",
" # 使用soup对象查找国外疫情数据标签\n",
" tag = soup.find('script', attrs={'id': 'getStatisticsService'})\n",
"\n",
" # 转成字符串\n",
" tagstr = tag.string\n",
" # 使用正则表达式查找所有内容\n",
" result = re.findall('\\{\"currentConfirmedCount\".*?\"deadIncr\".*?\\}', tagstr)\n",
"\n",
" # 获取国外疫情数据\n",
" #print(result[0])\n",
" obj = json.loads(result[0])\n",
"\n",
"\n",
"\n",
" #print(obj)\n",
" def fetch_outside_summary(obj):\n",
" outsideSummary = OutsideSummary()\n",
" outsideSummary.currentConfirmedCount = int(obj['currentConfirmedCount'])\n",
" outsideSummary.confirmedCount = int(obj['confirmedCount'])\n",
" outsideSummary.suspectedCount = int(obj['suspectedCount'])\n",
" outsideSummary.curedCount = int(obj['curedCount'])\n",
" outsideSummary.deadCount = int(obj['deadCount'])\n",
" outsideSummary.suspectedIncr = int(obj['suspectedIncr'])\n",
" outsideSummary.currentConfirmedIncr = int(obj['currentConfirmedIncr'])\n",
" outsideSummary.confirmedIncr = int(obj['confirmedIncr'])\n",
" outsideSummary.curedIncr = int(obj['curedIncr'])\n",
" outsideSummary.deadIncr = int(obj['deadIncr'])\n",
" outsideSummary.updatedTime = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')\n",
" return outsideSummary\n",
"\n",
"\n",
"\n",
" # 创建Dataservice对象\n",
" ds = DataService(dsin)\n",
" outsideSummary=fetch_outside_summary(obj)\n",
" ds.db.save_outsideSummary_datas(outsideSummary)\n",
" \n",
"ds=['localhost','root','20Z00t10x28_my','covid19']\n",
"OutsideSummary(ds)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

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{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2020-08-14\n",
"The update was successful\n",
"+++ save_province_datas is over.\n",
"((1614, -125, 309, 28, 5, 1, 39, -2, 89673, 99, 2249, 22, 83352, 269, 4707, 3, '2020-08-14 16:53:26'),)\n"
]
}
],
"source": [
"import re\n",
"import json\n",
"import requests\n",
"import pymysql\n",
"import datetime\n",
"##################################################################################################\n",
" #爬取数据\n",
"# 国内疫情数据概况\n",
"def InsideSummary(ds):\n",
" class InsideSummary:\n",
" def __init__(self):\n",
" self.curConfirm = 0 #现有确诊\n",
" self.curConfirmRelative = 0#较昨日新增确诊\n",
" self.asymptomatic = 0 #无症状感染\n",
" self.asymptomaticRelative = 0 #较昨日新增无症状感染\n",
" self.unconfirmed = 0 #现有疑似\n",
" self.unconfirmedRelative = 0#较昨日疑似新增\n",
" self.icu = 0 #现有重症\n",
" self.icuRelative = 0 #较昨日重症病例新增\n",
" self.confirmed = 0 #累计确诊\n",
" self.confirmedRelative = 0 #较昨日累计确诊新增\n",
" self.overseasInput = 0 #累计境外输入\n",
" self.overseasInputRelative = 0#较昨日累计境外输入新 增\n",
" self.cured = 0 #累计治愈\n",
" self.curedRelative = 0 #较昨日累计治愈新增\n",
" self.died = 0 #累计死亡\n",
" self.diedRelative = 0#较昨日累计死亡新增\n",
" self.updatedTime = 0 #发布时间\n",
" # 数据库接口\n",
" def get_inside_summary_tuple(self):\n",
" return ((self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, \\\n",
" self.unconfirmed, self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, \\\n",
" self.confirmedRelative, self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, \\\n",
" self.died, self.diedRelative, self.updatedTime))\n",
" # 输出接口\n",
" def __str__(self):\n",
" return '%s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s %s' % (\n",
" self.curConfirm, self.curConfirmRelative, self.asymptomatic, self.asymptomaticRelative, self.unconfirmed,\n",
" self.unconfirmedRelative, self.icu, self.icuRelative, self.confirmed, self.confirmedRelative,\n",
" self.overseasInput, self.overseasInputRelative, self.cured, self.curedRelative, self.died, self.diedRelative,\n",
" self.updatedTime)\n",
" #######################################################################################################\n",
" #业务逻辑类\n",
"\n",
" # 爬取国内疫情数据\n",
" res=requests.get('https://view.inews.qq.com/g2/getOnsInfo?name=disease_h5')\n",
" #解码\n",
" res=res.content.decode('utf-8')\n",
"\n",
" dict=json.loads(res) #str->dict\n",
"\n",
" #规范数据\n",
" for key in dict:\n",
" try:\n",
" dict[key] = dict[key].replace('\\\\', '')\n",
" key=key.replace('\\\\','')\n",
" except:\n",
" pass\n",
" #新生成data字典\n",
" data=json.loads(dict['data'])\n",
"\n",
" # 国内疫情数据实例化\n",
" # # #赋值\n",
" def fetch_inside_summary(data):\n",
" insideSummary = InsideSummary()\n",
" insideSummary.curConfirm = int(data['chinaTotal']['nowConfirm'])\n",
" insideSummary.curConfirmRelative = int(data['chinaAdd']['nowConfirm'])\n",
" insideSummary.asymptomatic = int(data['chinaTotal']['noInfect'])\n",
" insideSummary.asymptomaticRelative = int(data['chinaAdd']['noInfect'])\n",
" insideSummary.unconfirmed = int(data['chinaTotal']['suspect'])\n",
" insideSummary.unconfirmedRelative = int(data['chinaAdd']['suspect'])\n",
" insideSummary.icu = int(data['chinaTotal']['nowSevere'])\n",
" insideSummary.icuRelative = int(data['chinaAdd']['nowSevere'])\n",
" insideSummary.confirmed = int(data['chinaTotal']['confirm'])\n",
" insideSummary.updatedTime = data['lastUpdateTime']\n",
" insideSummary.confirmedRelative = int(data['chinaAdd']['confirm'])\n",
" insideSummary.overseasInput = int(data['chinaTotal']['importedCase'])\n",
" insideSummary.overseasInputRelative = int(data['chinaAdd']['importedCase'])\n",
" insideSummary.cured = int(data['chinaTotal']['heal'])\n",
" insideSummary.curedRelative = int(data['chinaAdd']['heal'])\n",
" insideSummary.died = int(data['chinaTotal']['dead'])\n",
" insideSummary.diedRelative = int(data['chinaAdd']['dead'])\n",
" return insideSummary\n",
" ##########################################################################################################\n",
" #存储数据于数据库\n",
"\n",
" #保存国内疫情概况数据\n",
"\n",
" def insert(res,ds):\n",
"\n",
" # 创建连接，并且返回连接对象)\n",
" conn =pymysql.connect(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
" # 创建游标对象\n",
" cursor = conn.cursor()\n",
"\n",
" date = data['lastUpdateTime'].split(' ',1)[0]\n",
" print(date)\n",
" sql = 'delete from home_realtime_datas where updatedTime like \"%s\"'%(date+'%')\n",
" print('The update was successful')\n",
" try:\n",
" cursor.execute(sql)\n",
" conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
"\n",
" sql='insert into home_realtime_datas(curConfirm,curConfirmRelative,asymptomatic,asymptomaticRelative,unconfirmed,unconfirmedRelative,icu,icuRelative,confirmed,confirmedRelative,overseasInput,overseasInputRelative,cured,curedRelative,died,diedRelative,updatedTime) values(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)'\n",
" try:\n",
" cursor.execute(sql, res)\n",
" conn.commit()\n",
" except Exception as e:\n",
" print(e)\n",
" print('+++ save_province_datas is over.')\n",
" cursor.close()\n",
" conn.close()\n",
"\n",
" insert(fetch_inside_summary(data).get_inside_summary_tuple(),ds)\n",
" conn = pymysql.connect(host = ds[0],user = ds[1],passwd = ds[2],db = ds[3])\n",
" cursor = conn.cursor()\n",
" sql = 'select * from home_realtime_datas'\n",
" cursor.execute(sql)\n",
" results = cursor.fetchall()\n",
" print(results)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

171
request.py
Unescape View File

@ -0,0 +1,171 @@
import pymysql
from datetime import datetime, timedelta
import time
class MyDB:
def __init__(self, host, user, passwd, db):
self.conn = pymysql.connect(host, user, passwd, db)
self.cursor = self.conn.cursor()
def __del__(self):
self.conn.close()
# 获取当然日期
def get_cur_date(self):
date = datetime.today()
curdate = date.strftime('%Y.%m.%d')
return curdate
# 获取前N天的日期
def get_pren_date(self, n=1):
predate = datetime.today() + timedelta(-n)
predate = predate.strftime('%Y.%m.%d')
return predate
#获取国内疫情概况
def get_home_realtime_datas(self):
curdate = self.get_cur_date() # 获取当天的日期
sql = "select * from home_realtime_datas where updatedTime like '%s'" % (curdate + '%')
print('+++ sql: %s' % sql)
results1 = []
try:
self.cursor.execute(sql)
results1 = self.cursor.fetchone()
n = 1
while len(results1) <= 0:
predate = self.get_pren_date(n)
sql = "select * from home_realtime_datas where updatedTime like '%s'" % (predate + '%')
print('+++ presql: %s' % sql)
self.cursor.execute(sql)
results1 = self.cursor.fetchone()
n += 1
if n >= 30:
break
else:
time.sleep(1)
except Exception as e:
print(e)
return results1
#返回国内每日确诊人数（折线图用
def get_home_daily_datas(self):
sql = "select curConfirm,updatedTime from home_realtime_datas"
print('+++ sql: %s' % sql)
results1 = []
try:
self.cursor.execute(sql)
results1 = self.cursor.fetchall()
except Exception as e:
print(e)
return results1
# 国内各省份累计确诊病例数柱状图Top15
def get_province_confirmedCount_top15(self):
curdate = self.get_cur_date() # 获取当天的日期
sql = "select provinceShortName,confirmedCount from province_daily_datas where pub_time like '%s' order by confirmedCount desc limit 15" % (curdate + '%')
print('+++ sql: %s' % sql)
results1 = []
try:
self.cursor.execute(sql)
results1 = self.cursor.fetchall()
n = 1
while len(results1) <= 0:
predate = self.get_pren_date(n)
sql = "select provinceShortName,confirmedCount from province_daily_datas where pub_time like '%s' order by confirmedCount desc limit 15" % (predate + '%')
print('+++ presql: %s' % sql)
self.cursor.execute(sql)
results1 = self.cursor.fetchall()
n += 1
if n >= 30:
break
else:
time.sleep(1)
except Exception as e:
print(e)
return results1
#国内各省份现有确诊病例数饼图Top5
def get_province_current_ConfirmedCount_top5(self):
curdate = self.get_cur_date() # 获取当天的日期
sql = "select provinceShortName,currentConfirmedCount from province_daily_datas where pub_time like '%s' order by currentConfirmedCount desc limit 5" % (curdate + '%')
print('+++ sql: %s' % sql)
results1 = []
try:
self.cursor.execute(sql)
results1 = list(self.cursor.fetchall())
n = 1
f = False
while len(results1) <= 0:
f = True
predate = self.get_pren_date(n)
sql = "select provinceShortName,confirmedCount from province_daily_datas where pub_time like '%s' order by confirmedCount desc limit 15" % (predate + '%')
print('+++ presql: %s' % sql)
self.cursor.execute(sql)
results1 = list(self.cursor.fetchall())
n += 1
if n >= 30:
break
else:
time.sleep(1)
if(f):
sql = "select curConfirm from home_realtime_datas where updatedTime like '%s'" % (predate + '%')
else:
sql = "select curConfirm from home_realtime_datas where updatedTime like '%s'" % (curdate + '%')
self.cursor.execute(sql)
results2 = self.cursor.fetchone()
results1.append(("其他",results2[0]))
except Exception as e:
print(e)
return results1
def get_province_daily_datas(self):
curdate = self.get_cur_date() # 获取当天的日期
sql = "select * from province_daily_datas where pub_time like '%s'" % (curdate + '%')
print('+++ sql: %s' % sql)
results1 = []
try:
self.cursor.execute(sql)
results1 = self.cursor.fetchall()
n = 1
while len(results1) <= 0:
predate = self.get_pren_date(n)
sql = "select * from province_daily_datas where pub_time like '%s'" % (predate + '%')
print('+++ presql: %s' % sql)
self.cursor.execute(sql)
results1 = self.cursor.fetchall()
n += 1
if n >= 30:
break
else:
time.sleep(1)
except Exception as e:
print(e)
return results1

85
sql.sql
Unescape View File

@ -1,14 +1,75 @@
create database covid19;
use covid19;
create table province_daily_datas(
provinceName varchar(30),
provinceShortName varchar(10),
currentConfirmedCount int,
confirmedCount int,
suspectedCount int,
curedCount int,
deadCount int,
pub_time varchar(30)
);
create table city_daily_datas(
cityName varchar(30),
currentConfirmedCount int,
confirmedCount int,
suspectedCount int,
curedCount int,
deadCount int,
locationId int,
province varchar(30),
pub_time varchar(30)
);
create table country_daily_datas( create table country_daily_datas(
countryName varchar(30), countryName varchar(30),
currentConfirmedCount varchar(10), currentConfirmedCount int,
confirmedCount varchar(10), confirmedCount int,
confirmedCountRank varchar(10), confirmedCountRank int,
curedCount varchar(10), curedCount int,
deadCount varchar(10), deadCount int,
deadCountRank varchar(10), deadCountRank int,
deadRate varchar(10), deadRate float,
deadRateRank varchar(10), deadRateRank int,
updateTime varchar(20) pub_time varchar(30)
) );
select * from country_daily_datas create table home_realtime_datas
drop table country_daily_datas (
curConfirm INT comment '现有确诊',
curConfirmRelative INT comment '较昨日新增确诊',
asymptomatic INT comment '无症状感染',
asymptomaticRelative INT comment '较昨日新增无症状感染',
unconfirmed INT comment '现有疑似',
unconfirmedRelative INT comment '较昨日疑似新增',
icu INT comment '现有重症',
icuRelative INT comment '较昨日重症病例新增',
confirmed INT comment '累计确诊',
confirmedRelative INT comment '较昨日累计确诊新增',
overseasInput INT comment '累计境外输入',
overseasInputRelative INT comment '较昨日累计境外输入新增',
cured INT comment '累计治愈',
curedRelative INT comment '较昨日累计治愈新增',
died INT comment '累计死亡',
diedRelative INT comment '较昨日累计死亡新增',
updatedTime VARCHAR(4000)comment'发布时间'
) comment'国内实时疫情概况 该表中只保留当前最新的一条数据记录';
create table home_realtime_datas
(
curConfirm INT comment '现有确诊',
curConfirmRelative INT comment '较昨日新增确诊',
asymptomatic INT comment '无症状感染',
asymptomaticRelative INT comment '较昨日新增无症状感染',
unconfirmed INT comment '现有疑似',
unconfirmedRelative INT comment '较昨日疑似新增',
icu INT comment '现有重症',
icuRelative INT comment '较昨日重症病例新增',
confirmed INT comment '累计确诊',
confirmedRelative INT comment '较昨日累计确诊新增',
overseasInput INT comment '累计境外输入',
overseasInputRelative INT comment '较昨日累计境外输入新增',
cured INT comment '累计治愈',
curedRelative INT comment '较昨日累计治愈新增',
died INT comment '累计死亡',
diedRelative INT comment '较昨日累计死亡新增',
updatedTime VARCHAR(4000)comment'发布时间'
) comment'国内实时疫情概况 该表中只保留当前最新的一条数据记录';

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