Python 对datetime索引重新采样，为5分钟内的每一个增量创建另一列
我希望使用一种方法，根据时间索引对数据帧进行分区，每5分钟检查一次，并根据5分钟的范围在新列中分配值 我的数据集：Python 对datetime索引重新采样，为5分钟内的每一个增量创建另一列,python,pandas,dataframe,Python,Pandas,Dataframe,我希望使用一种方法，根据时间索引对数据帧进行分区，每5分钟检查一次，并根据5分钟的范围在新列中分配值 我的数据集： 2015-07-22T09:00:28.019143Z marketpalce-shop 123.242.248.130:54635 10.0.6.158:80 0.000022 0.026109 0.00002 200 200 0 699 "GET https://paytm.com:443/shop/authresponse?code=f2405b05-e2ee-4b
2015-07-22T09:00:28.019143Z marketpalce-shop 123.242.248.130:54635 10.0.6.158:80 0.000022 0.026109 0.00002 200 200 0 699 "GET https://paytm.com:443/shop/authresponse?code=f2405b05-e2ee-4b0d-8f6a-9fed0fcfe2e0&state=null HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.130 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:27.894580Z marketpalce-shop 203.91.211.44:51402 10.0.4.150:80 0.000024 0.15334 0.000026 200 200 0 1497 "GET https://paytm.com:443/shop/wallet/txnhistory?page_size=10&page_number=0&channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; rv:39.0) Gecko/20100101 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:27.885745Z marketpalce-shop 1.39.32.179:56419 10.0.4.244:80 0.000024 0.164958 0.000017 200 200 0 157 "GET https://paytm.com:443/shop/wallet/txnhistory?page_size=10&page_number=0&channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.048369Z marketpalce-shop 180.179.213.94:48725 10.0.6.108:80 0.00002 0.002333 0.000021 200 200 0 35734 "GET https://paytm.com:443/shop/p/micromax-yu-yureka-moonstone-grey-MOBMICROMAX-YU-DUMM141CD60AF7C_34315 HTTP/1.0" "-" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.036251Z marketpalce-shop 120.59.192.208:13527 10.0.4.217:80 0.000024 0.015091 0.000016 200 200 68 640 "POST https://paytm.com:443/papi/v1/expresscart/verify HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.89 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.033793Z marketpalce-shop 117.239.195.66:50524 10.0.6.195:80 0.000024 0.02157 0.000021 200 200 0 60 "GET https://paytm.com:443/api/user/favourite?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.055029Z marketpalce-shop 101.60.186.26:33177 10.0.4.244:80 0.00002 0.001098 0.000022 200 200 0 1150 "GET https://paytm.com:443/favicon.ico HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; rv:27.0) Gecko/20100101 Firefox/27.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.050298Z marketpalce-shop 59.183.41.47:62014 10.0.4.227:80 0.000021 0.008161 0.000021 200 200 0 72 "GET https://paytm.com:443/papi/rr/products/6937770/statistics?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.059081Z marketpalce-shop 117.239.195.66:50538 10.0.4.227:80 0.000019 0.001035 0.000021 200 200 0 396 "GET https://paytm.com:443/images/greyStar.png HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.054939Z marketpalce-shop 183.83.237.83:49687 10.0.6.108:80 0.000023 0.008762 0.000021 200 200 0 214 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.124 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.064841Z marketpalce-shop 117.195.91.36:25902 10.0.6.199:80 0.000019 0.002359 0.000022 200 200 0 16744 "GET https://paytm.com:443/offer?utm_source=Affiliates&utm_medium=OMG&utm_campaign=OMG&utm_term=762154_ HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko" ECDHE-RSA-AES128-SHA256 TLSv1.2
2015-07-22T09:00:28.064229Z marketpalce-shop 122.180.245.251:50203 10.0.6.108:80 0.000022 0.003904 0.000022 200 200 0 14169 "GET https://paytm.com:443/shop/summary/1116218422 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.057527Z marketpalce-shop 117.198.215.20:53517 10.0.6.195:80 0.000022 0.011078 0.000015 200 200 0 8334 "GET https://paytm.com:443/blog/wp-content/themes/svbtle/style.css HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.89 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.068481Z marketpalce-shop 223.176.154.91:51582 10.0.6.108:80 0.000022 0.001926 0.000021 302 302 0 534 "GET https://paytm.com:443/shop/login?isIframe=true&theme=mp-html5 HTTP/1.1" "Mozilla/5.0 (Linux; Android 4.2.2; GT-I9082 Build/JDQ39) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.135 Mobile Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.002726Z marketpalce-shop 223.225.236.110:32279 10.0.4.176:80 0.000025 0.069531 0.000021 200 200 105 532 "POST https://paytm.com:443/api/v1/expresscart/checkout?wallet=1 HTTP/1.1" "Mozilla/5.0 (iPhone; CPU iPhone OS 6_1_2 like Mac OS X) AppleWebKit/536.26 (KHTML, like Gecko) Version/6.0 Mobile/10B146 Safari/8536.25" ECDHE-RSA-AES128-SHA256 TLSv1.2
2015-07-22T09:00:28.064700Z marketpalce-shop 117.241.97.140:51029 10.0.6.178:80 0.000021 0.011796 0.000015 200 200 0 228 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.059020Z marketpalce-shop 117.205.247.140:53039 10.0.4.244:80 0.000021 0.021522 0.000021 449 449 97 252 "POST https://paytm.com:443/papi/v1/expresscart/verify HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.071994Z marketpalce-shop 14.102.53.58:4252 10.0.6.108:80 0.000023 0.018186 0.000015 406 406 71 166 "POST https://paytm.com:443/shop/cart HTTP/1.1" "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.130 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.069908Z marketpalce-shop 203.200.99.67:41874 10.0.6.195:80 0.000021 0.020869 0.00002 200 200 0 822 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.019497Z marketpalce-shop 107.167.109.204:38565 10.0.4.150:80 0.000023 0.072252 0.000021 302 302 189 74 "POST https://paytm.com:443/ HTTP/1.1" "Opera/9.80 (Windows Phone; Opera Mini/8.0.4/37.6066; U; en) Presto/2.12.423 Version/12.16" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.062804Z marketpalce-shop 182.66.58.248:9950 10.0.4.176:80 0.000022 0.032219 0.00002 418 418 151 92 "POST https://paytm.com:443/shop/action HTTP/1.1" "Mozilla/5.0 (Android; Mobile; rv:39.0) Gecko/39.0 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.084591Z marketpalce-shop 122.248.183.1:31420 10.0.4.227:80 0.000026 0.014221 0.000015 200 200 0 227 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:38.0) Gecko/20100101 Firefox/38.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.078577Z marketpalce-shop 110.172.137.145:29615 10.0.6.158:80 0.000019 0.020452 0.000015 200 200 0 60 "GET https://paytm.com:443/api/user/favourite?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/44.0.2403.89 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.095544Z marketpalce-shop 123.63.32.194:51031 10.0.6.195:80 0.000023 0.003839 0.000015 200 200 0 50 "GET https://paytm.com:443/papi/rr/products/9624314/statistics?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 5.1; rv:39.0) Gecko/20100101 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.096488Z marketpalce-shop 203.187.253.100:58677 10.0.6.199:80 0.00002 0.004904 0.000021 200 200 0 11346 "GET https://paytm.com:443/shop HTTP/1.1" "Mozilla/5.0 (Linux; Android 4.4.2; Hol-U19 Build/HUAWEIHol-U19) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.93 Mobile Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.091662Z marketpalce-shop 113.19.192.166:51919 10.0.6.108:80 0.000025 0.010612 0.00002 200 200 0 231 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.074266Z marketpalce-shop 14.139.243.18:42156 10.0.4.150:80 0.000023 0.028088 0.000021 302 302 0 17 "GET https://paytm.com:443/shop/v1/frequentorders?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.035595Z marketpalce-shop 106.216.149.189:32634 10.0.6.99:80 0.000022 0.066837 0.000019 200 200 0 212 "GET https://paytm.com:443/shop/wallet/balance?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.067445Z marketpalce-shop 115.113.117.48:31181 10.0.4.225:80 0.000022 0.035734 0.00002 200 200 187 208 "POST https://paytm.com:443/shop/action HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/29.0.1516.3 Safari/537.36" ECDHE-RSA-AES128-SHA TLSv1.1
2015-07-22T09:00:28.096844Z marketpalce-shop 49.15.87.240:33952 10.0.4.244:80 0.00002 0.01 0.00002 200 200 0 216 "GET https://paytm.com:443/shop/cart HTTP/1.1" "Mozilla/5.0 (Linux; Android 5.0.2; XT1528 Build/LXI22.50-28) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.93 Mobile Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.077305Z marketpalce-shop 120.56.144.188:62242 10.0.4.217:80 0.000024 0.033109 0.000021 302 302 0 96 "GET https://paytm.com:443/shop/code?code=5d9b2e49-90ec-4609-9857-cc7c1d4b4737 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.7 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.109802Z marketpalce-shop 194.237.142.21:47768 10.0.4.150:80 0.000024 0.003446 0.00002 200 200 0 62896 "GET https://paytm.com:443/offer/wp-content/uploads/2015/07/bedlinen.jpg HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.096712Z marketpalce-shop 202.153.39.51:50842 10.0.6.178:80 0.000021 0.023877 0.000015 200 200 0 226 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.096202Z marketpalce-shop 202.153.39.51:50795 10.0.4.176:80 0.000022 0.026577 0.000021 302 302 0 17 "GET https://paytm.com:443/shop/v1/frequentorders?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.061001Z marketpalce-shop 203.91.211.44:49526 10.0.4.227:80 0.000022 0.067071 0.000018 200 200 0 218 "GET https://paytm.com:443/shop/wallet/balance?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; rv:39.0) Gecko/20100101 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.116377Z marketpalce-shop 59.89.107.50:49557 10.0.4.150:80 0.000025 0.01555 0.00002 200 200 0 227 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.129496Z marketpalce-shop 117.218.218.10:3205 10.0.6.158:80 0.000022 0.002497 0.000021 302 302 0 530 "GET https://paytm.com:443/shop/login?isIframe=true&theme=mp-web HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.129646Z marketpalce-shop 14.139.230.108:43544 10.0.6.195:80 0.00002 0.003234 0.000021 200 200 0 13820 "GET https://paytm.com:443/shop/g/paytm-home/eoss-men-s-footwear/woodland HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2138.3 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.104448Z marketpalce-shop 196.15.16.101:40753 10.0.6.108:80 0.000025 0.030887 0.000015 200 200 0 1478 "GET https://paytm.com:443/shop/orderdetail/1116225100?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.133179Z marketpalce-shop 107.167.108.197:55553 10.0.4.150:80 0.000034 0.003242 0.000015 200 200 0 274 "GET https://paytm.com:443/offer/wp-content/plugins/owl-carousel/css/styles.css?ver=4.2.2 HTTP/1.1" "Opera/9.80 (Series 60; Opera Mini/7.1.32453/37.6066; U; en) Presto/2.12.423 Version/12.16" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.133265Z marketpalce-shop 106.208.84.178:42131 10.0.6.199:80 0.000023 0.003622 0.000021 200 200 0 10606 "GET https://paytm.com:443/dth?gclid=CPbilISw7sYCFRADvAodyk0EWg HTTP/1.1" "Mozilla/5.0 (Linux; Android 5.0.2; C6902 Build/14.5.A.0.270) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.93 Mobile Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.137948Z marketpalce-shop 106.220.161.208:14125 10.0.4.150:80 0.000023 0.004278 0.00002 302 302 0 530 "GET https://paytm.com:443/shop/login?isIframe=true&theme=mp-web HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; rv:36.0) Gecko/20100101 Firefox/36.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.137049Z marketpalce-shop 61.2.83.11:15014 10.0.6.108:80 0.000025 0.007393 0.000021 200 200 52 30 "POST https://paytm.com:443/papi/nps/merchantverification HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.155668Z marketpalce-shop 117.250.34.254:38390 10.0.4.217:80 0.00002 0.006663 0.000022 200 200 0 4469 "GET https://paytm.com:443/offer/wp-includes/js/wp-emoji-release.min.js?ver=4.2.2 HTTP/1.1" "Mozilla/5.0 (Linux; U; Android 4.0.4; en-gb; GT-S6012 Build/IMM76D) AppleWebKit/534.30 (KHTML, like Gecko) Version/4.0 Mobile Safari/534.30" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.150736Z marketpalce-shop 106.203.124.26:48250 10.0.4.150:80 0.000025 0.011658 0.00002 200 200 0 226 "GET https://paytm.com:443/shop/cart HTTP/1.1" "Mozilla/5.0 (Linux; Android 5.0; Lenovo A7000-a Build/LRX21M) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.92 Mobile Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.152965Z marketpalce-shop 176.205.30.47:51089 10.0.4.244:80 0.000023 0.011356 0.000021 200 200 0 215 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Maxthon/4.4.6.1000 Chrome/30.0.1599.101 Safari/537.36" ECDHE-RSA-AES128-SHA256 TLSv1.2
2015-07-22T09:00:28.100257Z marketpalce-shop 122.169.170.254:50748 10.0.6.195:80 0.000022 0.064908 0.000019 200 200 0 214 "GET https://paytm.com:443/shop/wallet/balance?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.7 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.081466Z marketpalce-shop 122.169.170.254:50747 10.0.4.244:80 0.000022 0.085735 0.000019 200 200 0 1475 "GET https://paytm.com:443/shop/wallet/txnhistory?page_size=10&page_number=0&channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.7 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.164034Z marketpalce-shop 107.167.108.197:55555 10.0.4.150:80 0.000025 0.003817 0.000014 200 200 0 5405 "GET https://paytm.com:443/offer/wp-content/plugins/image-slider-responsive/js/jquery.flexslider-min.js?ver=4.2.2 HTTP/1.1" "Opera/9.80 (Series 60; Opera Mini/7.1.32453/37.6066; U; en) Presto/2.12.423 Version/12.16" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.139941Z marketpalce-shop 198.208.209.36:57560 10.0.6.99:80 0.000021 0.02798 0.00002 200 200 0 705 "GET https://paytm.com:443/shop/authresponse?code=e8b81640-741c-4699-a7c4-a5049f94d77c&state=null HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.130 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
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2015-07-22T09:00:28.173383Z marketpalce-shop 182.64.106.42:13224 10.0.6.195:80 0.000024 0.004865 0.000021 200 200 0 14352 "GET https://paytm.com:443/ HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.175341Z marketpalce-shop 107.167.108.197:55554 10.0.4.244:80 0.000025 0.003393 0.00002 200 200 0 782 "GET https://paytm.com:443/offer/wp-content/plugins/really-simple-facebook-twitter-share-buttons/style.css?ver=4.2.2 HTTP/1.1" "Opera/9.80 (Series 60; Opera Mini/7.1.32453/37.6066; U; en) Presto/2.12.423 Version/12.16" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.160312Z marketpalce-shop 123.236.56.238:50849 10.0.6.178:80 0.000026 0.018488 0.000021 200 200 97 642 "POST https://paytm.com:443/papi/v1/expresscart/verify HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
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2015-07-22T09:00:28.129257Z marketpalce-shop 125.63.90.210:40619 10.0.4.227:80 0.000027 0.056743 0.00002 200 200 93 805 "POST https://paytm.com:443/shop/cart HTTP/1.1" "Mozilla/5.0 (Windows NT 6.3; WOW64; rv:39.0) Gecko/20100101 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.183129Z marketpalce-shop 43.252.29.91:44361 10.0.6.195:80 0.000021 0.003185 0.00002 200 200 0 13820 "GET https://paytm.com:443/shop/p/xelectron-credit-card-shape-4-gb-usb-2-0-fancy-pendrive-white-STOXELECTRON-CRXELE2060892B4882C HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
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2015-07-22T09:00:28.198051Z marketpalce-shop 121.241.69.194:36665 10.0.6.195:80 0.000021 0.006654 0.000021 200 200 0 212 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:39.0) Gecko/20100101 Firefox/39.0" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.052615Z marketpalce-shop 1.39.63.179:12187 10.0.6.158:80 0.000025 0.153054 0.000022 200 200 1083 728 "POST https://paytm.com:443/papi/v1/expresscart/verify HTTP/1.1" "Mozilla/5.0 (Linux; U; Android 4.4.2; en-US; Lenovo K920 Build/KVT49L) AppleWebKit/534.30 (KHTML, like Gecko) Version/4.0 UCBrowser/10.5.2.582 U3/0.8.0 Mobile Safari/534.30" ECDHE-RSA-AES128-SHA TLSv1
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2015-07-22T09:00:28.200460Z marketpalce-shop 61.0.102.123:54295 10.0.6.199:80 0.00002 0.010041 0.000015 200 200 0 214 "GET https://paytm.com:443/shop/cart?channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.214624Z marketpalce-shop 106.67.89.36:19499 10.0.6.199:80 0.000021 0.001348 0.000015 200 200 0 5198 "GET https://paytm.com:443/offer/wp-includes/js/jquery/ui/draggable.min.js?ver=1.11.4 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.134 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:27.644384Z marketpalce-shop 37.228.106.144:53034 10.0.6.178:80 0.000026 0.57233 0.000022 200 200 143 1594 "POST https://paytm.com:443/ HTTP/1.1" "Opera/9.80 (Android; Opera Mini/7.5.35199/37.6066; U; en) Presto/2.12.423 Version/12.16" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:27.902671Z marketpalce-shop 103.20.125.4:38259 10.0.4.217:80 0.000024 0.314206 0.00002 200 200 72 1124 "POST https://paytm.com:443/shop/cart HTTP/1.1" "Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0)" ECDHE-RSA-AES128-SHA TLSv1
2015-07-22T09:00:28.211821Z marketpalce-shop 59.177.155.238:23325 10.0.4.244:80 0.000022 0.007342 0.000021 304 304 0 0 "GET https://paytm.com:443/papi/nps/merchantrating?merchant_id=221&channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36" ECDHE-RSA-AES128-GCM-SHA256 TLSv1.2
2015-07-22T09:00:28.215987Z marketpalce-shop 124.253.248.44:25779 10.0.6.199:80 0.000021 0.005663 0.000023 200 200 0 210 "GET https://paytm.com:443/papi/nps/merchantrating?merchant_id=32515&channel=web&version=2 HTTP/1.1" "Mozilla/5.0 (Windows NT 6.1; Trident/7.0; rv:11.0) like Gecko" ECDHE-RSA-AES128-SHA256 TLSv1.2
import re
import pandas as pd
data = open('dataset.log', encoding='utf-8', errors='ignore').read().split('\n')
PATTERN = re.compile(r'''((?:[^ "']|"[^"]*"|'[^']*')+)''')
data_split = [PATTERN.split(x) for x in data]
dd_all = []
for x in data_split:
data_all = []
for xx in x:
if '' not in xx or ' ' not in xx:
data_all.append(xx)
dd_all.append(data_all[1:])
dd = pd.DataFrame(dd_all[:10], columns=['create_time', 'first', 'second', 'third', 'fourth',
'fifth', 'sixth', 'seventh', 'eighth',
'ninth', 'tenth', 'next', 'next_2', 'next_3', 'next_4'])
a = dd.set_index(pd.to_datetime(dd['create_time']))
a.resample('5T')