Prometheus-Selenium爬取PromQL监控指标并汇总到Excel
作者：互联网
一、Selenium爬取PromQL监控指标并汇总到Excel
- 不会PromQL 的函数方法，那就不能分许Prometheus监控数据了么？No No No
from selenium import webdriver
from lxml import etree
from time import sleep
import re
import difflib
import xlwt
import pandas as pd
import xlsxwriter
# 生成excel文件
def generate_excel(expenses, sheet_name):
excel_name = "./excel/" + sheet_name + '.xlsx'
workbook = xlsxwriter.Workbook(excel_name)
worksheet = workbook.add_worksheet(sheet_name)
worksheet.set_default_row(20)
worksheet.set_column('A:D', 50) # 设置A到D列的列宽为25
# 设定格式，等号左边格式名称自定义，字典中格式为指定选项
# bold：加粗，num_format:数字格式
bold_format = workbook.add_format({'bold': True})
# money_format = workbook.add_format({'num_format': '$#,##0'})
# date_format = workbook.add_format({'num_format': 'mmmm d yyyy'})
# # 将二行二列设置宽度为15(从0开始)
worksheet.set_column(1, 1, 41)
# 用符号标记位置，例如：A列1行
worksheet.write('A1', 'Element', bold_format)
worksheet.write('B1', 'Value', bold_format)
row = 1
col = 0
for item in (expenses):
# 使用write_string方法，指定数据格式写入数据
worksheet.write_string(row, col, str(item['Element']))
worksheet.write_string(row, col + 1, item['Value'])
# worksheet.write_string(row, col + 2, str(item['id_1']))
# worksheet.write_string(row, col + 3, item['id_1_doc'])
# worksheet.write_string(row, col + 4, str(item['id_2']))
# worksheet.write_string(row, col + 5, item['id_2_doc'])
row += 1
workbook.close()
def getSumOdds(PromQL, search_resources='ALL', sheet_name=''):
if PromQL:
driver = webdriver.Chrome()
url = "https://prometheus-rd.worktile.com/graph?g0.range_input=1h&g0.expr="
# promsql = 'sum (rate (container_cpu_usage_seconds_total[1h] offset 1h)) by (pod)*100'
# urls = url + PromQL
driver.get(url)
promql = driver.find_element_by_xpath('//*[@id="expr0"]')
promql.send_keys(PromQL)
submit = driver.find_element_by_xpath('//*[@id="graph_wrapper0"]/form/div[2]/input')
submit.click()
sleep(2)
page_text = driver.page_source
# print(page_text)
tree = etree.HTML(page_text)
td_list = tree.xpath('//*[@id="console0"]/table/tbody')
tr_str = []
for tr in td_list:
tr_str.append(tr.xpath('./tr/td/text()'))
driver.close()
# tr_str = [['{pod="pc-flow-engine-demo-5b8689d4d7-4gbwd"}', '0.05255326505392225', '{pod="wt-rd-iris-rpc-on-premises-64cdf45f7f-f5vqd"}', '0.010669768775737148', '{pod="pc-goals-sky-demo-8c76bfbb7-qpw4s"}', '0.000053646302859068805', '{pod="wt-rd-marketplace-rpc-prod-78bc5f6-lrhdg"}', '0.9678753020457879', '{pod="wt-rd-hydra-admin-prod-6ffc69bf65-tzpnp"}', '0.000018208680091755108', '{pod="wt-rd-wiki-init-beta-7bbdf69647-spwfq"}', '0.00975241823489207', '{pod="jenkins-7bdb68dfc9-5ckxd"}', '0.13957067207131518', '{pod="pc-jira-importer-beta-58c647fffc-4r8gj"}', '0.03794453927344664', '{pod="wt-rd-devops-rpc-prod-5fd46465d8-87g2l"}', '0.9810182616190102', '{pod="pc-flow-engine-prod-66f89f8498-2gtmw"}', '1.0055721460313471', '{pod="wt-rd-githubpage-template-788495f4bb-jrvs8"}', '0.008426420049245176', '{pod="wt-rd-devops-api-beta-8599bc9bcb-gfddb"}', '0.009121541683347237', '{pod="wt-ladon-rpc-prod-78f5655d76-v4q2g"}', '1.0545940175533068', '{pod="pc-flow-engine-on-premises-5f8864cbf7-lpcjv"}', '0.04035423006362352', '{pod="prometheus-k8s-0"}', '29.04062850147615', '{pod="wt-rd-hydra-admin-prod-6ffc69bf65-dt2rm"}', '0', '{pod="wt-typhon-rpc-template-789b6c99d8-fx2qx"}', '0.017058171295905096', '{pod="wt-rd-pipeline-backend-rc-668ddc9587-x6fgv"}', '0.12382031937924476', '{pod="wt-ladon-init-beta-8598664dbd-xpnc2"}', '0.010171729405196358', '{pod="kube-proxy-mbqc5"}', '0.9473765608811475', '{pod="pc-flow-subscriber-rc-5bd89678b6-n9gw9"}', '0.9808358772097687', '{pod="wt-rd-gitlab-app-prod-84d9689bf5-qngqm"}', '0.13120577363988348', '{pod="pc-jira-importer-rpc-beta-75b77498d-595n4"}', '0.013006472017783046', '{pod="wt-ladon-rc-75c8db45fc-brlkg"}', '0.10613746235607512', '{pod="wt-rd-wiki-backend-prod-6cdbfddb5f-b7wzl"}', '0.6332057049298648', '{pod="wt-rd-open-backend-demo-665879f54b-pw7tw"}', '0.011417071439311574', '{pod="pc-flow-rpc-on-premises-55cc6df654-jcxj2"}', '0.01072652126771789', '{pod="pc-goals-sky-rc-589765d44c-5bqc8"}', '0.00011981446054094337', '{pod="pc-goals-rpc-rc-cd67dbd76-kdwps"}', '0.9418658883079525', '{pod="wt-rd-wiki-frontend-prod-7cd7596754-kslth"}', '0.004802322762015625', '{pod="wt-rd-open-admin-beta-698d54dfd8-v42nd"}', '0.012643647111338523', '{pod="wt-charm-sky-rc-599c67c596-l8cz2"}', '0.04744953166544209', '{pod="pc-pingcode-com-beta-594d44d4c7-ttrsz"}', '0.061122484556066385', '{pod="pc-charm-beta-788b8949cf-6s9lp"}', '0', '{pod="pc-flow-sky-prod-6c8df56b69-m8d75"}', '0.000029049658686662474', '{pod="wt-rd-open-admin-on-premises-76769dcdfc-lbxwn"}', '0.013846176109418745', '{pod="wt-rd-testhub-sky-on-premises-6577c7d948-klqll"}', '0.00004574436950462319', '{pod="node-exporter-kktjj"}', '0.18898807890433514', '{pod="wt-ladon-rpc-on-premises-6f7bc4f886-xc9ht"}', '0.010034659429546454', '{pod="wt-rd-testhub-init-prod-85bc8ffbfd-bhkr2"}', '0.054562474280699665', '{pod="wt-typhon-beta-674cd669cd-xczqr"}', '0.06682495965422224', '{pod="wt-rd-marketplace-init-prod-6cd8d7bf44-p9mfl"}', '0.018300473084621943', '{pod="node-exporter-wvddw"}', '0.1378603344272113', '{pod="minio-6584b7bc65-mwkjb"}', '0.06572122401253487', '{pod="wt-rd-iris-reminder-demo-6bc476c598-vw286"}', '0.010711739702157393', '{pod="wt-rd-plan-gaea-prod-56f977896f-2kt64"}', '0.150906738685174', '{pod="wt-rd-gitlab-app-frontend-beta-7c7b959d47-265ns"}', '0', '{pod="prometheus-operator-c9bbfd889-qt2sq"}', '0.10972770854645038', '{pod="wt-rd-iris-reminder-beta-667558b898-j2qbb"}', '0.011816368261177499', '{pod="wt-rd-agile-sky-on-premises-7dfd944db7-knqf5"}', '0.00003586749761750432', '{pod="wt-rd-plan-gaea-init-beta-5d75685844-bfz9h"}', '0.016385824778231257', '{pod="wt-atlas-prod-5b7967d99c-lpk8p"}', '4.174076108684209', '{pod="pc-jira-importer-prod-6fbc76b7c5-dtmqp"}', '0.05102467231325512', '{pod="wt-sky-portal-beta-5d475dc469-2jdnj"}', '0.0020955424326561064', '{pod="elasticsearch-master-0"}', '21.929490992293843', '{pod="wt-rd-devops-rpc-prod-5fd46465d8-9562d"}', '1.1302366543037619', '{pod="yc-skywalking-oap-74586bb4b5-qddrr"}', '4.950921151960094', '{pod="wt-rd-testhub-sky-prod-bbfbbc7d6-kzqlf"}', '0.005477486702188484', '{pod="wt-sky-portal-prod-8bc8d6c6b-7qzsz"}', '0.012371646186249134', '{pod="harbor-harbor-chartmuseum-9d794995b-9tbvd"}', '0.032038050165920616', '{pod="pc-goals-sky-prod-655c55b645-wlcr8"}', '0.0038527394934744718', '{pod="pc-charm-prod-b66d74f8c-z8vfh"}', '0.02336079618082801', '{pod="kube-scheduler-wt-rd-k8s-control-plane-02-beijing"}', '0.27474774834155524', '{pod="pc-jira-importer-sky-prod-66c69dcd66-tzzr4"}', '0.00009133748553799293', '{pod="wt-daedalus-rpc-prod-8b4c46cdb-v5m7m"}', '0.05459166831816328', '{pod="node-exporter-xdmph"}', '0.13485413056827864', '{pod="wt-rd-marketplace-rpc-template-65db899cb5-zw4sx"}', '0.009028301639870574', '{pod="wt-rd-plan-rpc-prod-6ccff65cd5-lr2px"}', '0.02501658158662036', '{pod="wt-rd-marketplace-gaea-prod-dbd6d58b8-5wqrx"}', '0.17953357719326402', '{pod="wt-rd-gitlab-app-template-84cc44cdfb-bttqb"}', '0.009015659236459356', '{pod="wt-typhon-rpc-prod-56f4bf6497-9v6hh"}', '3.308464471950164', '{pod="wt-ladon-nps-demo-646d99c8cb-ckpw2"}', '0.010258976734567124', '{pod="wt-siren-prod-86bcbf4d89-nclwz"}', '0.022071935531606468', '{pod="logging-fluentd-fluentd-elasticsearch-4kh4s"}', '3.4760148536330804', '{pod="wt-ladon-prod-7cbc6c977-k9cd2"}', '0.6634272381871228', '{pod="wt-rd-marketplace-gaea-prod-dbd6d58b8-httfs"}', '0.17439573243163645', '{pod="wt-rd-iris-api-beta-6d7d8c68dd-rsvj9"}', '0.05211500443981494', '{pod="wt-rd-hydra-admin-prod-6ffc69bf65-srhq8"}', '0', '{pod="kube-flannel-ds-amd64-cjqqg"}', '0.9351044791543155', '{pod="wt-ladon-subscriber-beta-5ff7f475d6-mn8vv"}', '0.009831861648701272', '{pod="pc-jira-importer-rpc-template-8447c59658-rg5p2"}', '0.012191627364774044', '{pod="kube-flannel-ds-amd64-lr4sg"}', '0.9214842403708046', '{pod="kube-flannel-ds-amd64-rrn8f"}', '1.1820046788712797', '{pod="wt-ladon-rpc-prod-78f5655d76-5fj72"}', '0.9686125686474909', '{pod="wt-preview-rc-5f54c9dbb8-lf9mv"}', '0', '{pod="wt-rd-testhub-backend-prod-65848c4546-4crvt"}', '1.7110669961755012', '{pod="wt-rd-pipeline-sky-beta-76d8c74c65-hbdsb"}', '0', '{pod="wt-rd-iris-api-template-84bb8d6669-4w6sk"}', '0.013869154470645316', '{pod="pc-jira-importer-sky-demo-7d885bcfd5-bhwg7"}', '0', '{pod="wt-ladon-prod-7cbc6c977-799zg"}', '0.6969571419005732', '{pod="wt-teams-hydra-h5-beta-b6444bcb9-hswmv"}', '0', '{pod="wt-rd-hydra-admin-beta-6ff59c7684-5fbw4"}', '0', '{pod="wt-rd-wiki-backend-on-premises-dfbd68d54-9pcrn"}', '0.010181213133499841', '{pod="wt-rd-githubpage-beta-674cb49d94-7smgh"}', '0.00892966284877735', '{pod="wt-rd-open-frontend-prod-644c7c5866-h2l2t"}', '0.0005005717759192011', '{pod="wt-rd-open-admin-prod-578565d544-t6z6t"}', '0.041764757905754894', '{pod="logging-fluentd-fluentd-elasticsearch-f67wk"}', '2.6913571183945937', '{pod="wt-typhon-rpc-on-premises-8b4cb5f5-f9plg"}', '0.06104281209596764', '{pod="pc-app-gantt-gaea-rc-78f74fb48f-4tzkc"}', '0.08059231292239602', '{pod="kube-flannel-ds-amd64-gmfl2"}', '1.0128628794915921', '{pod="pc-flow-sky-on-premises-5b96b99b94-4cbxm"}', '0', '{pod="kube-proxy-thm96"}', '0.9956107501447174', '{pod="wt-hulk-gaea-internal-5b5d8c4786-rn8fp"}', '1.0665687964208532', '{pod="logging-fluentd-fluentd-elasticsearch-ptgzp"}', '4.644112268855441', '{pod="wt-rd-agile-sky-template-7b77946b69-wc6nz"}', '0', '{pod="wt-rd-pipeline-backend-rc-668ddc9587-bng4b"}', '0.1248735185016676', '{pod="wt-tartarus-rpc-prod-7f699f88c4-8kgcp"}', '0.07567443690221883', '{pod="node-exporter-vf2dn"}', '0.5102477288807208', '{pod="wt-rd-open-backend-prod-7788cbb94d-shvj8"}', '0.4545402106607964', '{pod="logging-fluentd-fluentd-elasticsearch-tb7sp"}', '1.7269017364034114', '{pod="nginx-ingress-controller-main-7bcd75b6fb-6bt88"}', '4.005975556699493', '{pod="pc-flow-gaea-prod-77bff7c998-t8v8n"}', '0.06607402786666998', '{pod="kube-flannel-ds-amd64-d75vz"}', '1.0860710811845347', '{pod="wt-rd-wiki-init-prod-588b9bb985-9fmmx"}', '0.04166404743729257', '{pod="wt-rd-hydra-schedule-beta-7dbd7f95f4-nczk7"}', '0.009874467501504294', '{pod="wt-rd-marketplace-gaea-on-premises-5dd474957-l54m7"}', '0.012340226728575186', '{pod="pc-charm-prod-b66d74f8c-dpmlp"}', '0.025511345138602995', '{pod="pc-jira-importer-rpc-prod-cd7fd8cd6-bmhn5"}', '0.019700569736290516', '{pod="wt-rd-plan-gaea-template-5b74b9d4d9-4f7tk"}', '0.01138935202184645', '{pod="wt-rd-wiki-init-demo-684b85f677-dqgnc"}', '0.013596461168124028', '{}', '2397.069602335883', '{pod="wt-rd-agile-backend-prod-6489f98cbf-6vwmq"}', '55.19971225929263', '{pod="wt-rd-wiki-rpc-on-premises-cd9cfbd65-mw99v"}', '0.012015316990627505', '{pod="wt-rd-wiki-rpc-prod-75d69c4887-8dsnp"}', '0.06023573538302806', '{pod="wt-rd-marketplace-rpc-rc-79fdbdd768-cfcv5"}', '0.8994243938664946', '{pod="wt-teams-hydra-admin-prod-6c4c776f47-xj2w6"}', '0.0011783041529347127','{pod="wt-typhon-prod-797fcc55c8-t2bg2"}', '0.6749038629570815', '{pod="wt-rd-wiki-rpc-rc-6d55459467-2nvlt"}', '0.08849846596002146', '{pod="wt-rd-testhub-backend-demo-67fd855c49-m7gth"}', '0.01823544007750375', '{pod="pc-flow-subscriber-rc-5bd89678b6-dhcnd"}', '1.0026542170422836', '{pod="wt-typhon-rpc-beta-b87ff6865-sk4rt"}', '1.0040635190777292', '{pod="wt-rd-plan-gaea-prod-56f977896f-kdpj7"}', '0.16176936681940995', '{pod="wt-prophet-sky-internal-84b8d7d444-4rlmw"}', '0', '{pod="wt-rd-agile-backend-template-5f5dd88fbb-pk5cb"}', '0.07367207742587432', '{pod="pc-flow-gaea-prod-77bff7c998-fz7rg"}', '0.06537855986234323', '{pod="wt-preview-prod-8467fd699d-drm2x"}', '0.00007670798918718062', '{pod="wt-rd-pipeline-frontend-rc-58f778b8f-nhmgn"}', '0.000020752820984098887', '{pod="wt-rd-testhub-backend-beta-59898695c-bbqrc"}', '0.06752591874161183', '{pod="wt-rd-testhub-sky-prod-bbfbbc7d6-5pcdq"}', '0.004705994968776662', '{pod="wt-atlas-rpc-demo-5bc6b659f7-9p2hj"}', '0.009842978081155428', '{pod="wt-prophet-sky-beta-5c76d6d877-p84vw"}', '0', '{pod="wt-rd-agile-rpc-beta-7b5c68bbbc-2g6gx"}', '0.9327837907606048', '{pod="etcd-wt-rd-k8s-control-plane-01-beijing"}', '6.9989738683774565', '{pod="pc-flow-engine-beta-7bf74c7496-wj2xp"}', '1.081049076748013', '{pod="pc-jira-importer-sky-template-6db69bd886-79cvp"}', '0', '{pod="wt-rd-marketplace-rpc-beta-6f8cc5ccc9-t6fjz"}', '1.0198108003958941', '{pod="wt-rd-open-frontend-prod-644c7c5866-hc45g"}', '0.0004781373606776996', '{pod="wt-teams-hydra-admin-rc-674785fb98-4995k"}', '0', '{pod="wt-rd-iris-reminder-template-74ddbc6599-dbrs6"}', '0.010472796702585089', '{pod="wt-rd-testhub-backend-rc-5b69cfbb8f-9pbgb"}', '0.2007886810402138', '{pod="wt-prophet-schedule-internal-f964f74c4-msk54"}', '0.06507107726532133', '{pod="pc-flow-subscriber-beta-6b99bd86d4-r4szz"}', '0.8328507598621536', '{pod="wt-rd-open-oauth2-beta-8675d64498-ndzlp"}', '0.01243394359950266', '{pod="pc-goals-gaea-prod-6f5f85b7b8-p7mkn"}', '0.09705427598807173', '{pod="pc-flow-gaea-rc-567b894c5d-trrtg"}', '0.06716134471885199', '{pod="etcd-wt-rd-k8s-control-plane-03-beijing"}', '5.985302930062369', '{pod="pc-flow-gaea-prod-77bff7c998-zxjq8"}', '0.07199289938924372', '{pod="pc-flow-webhook-demo-64f79c6bdb-97wlq"}', '0.00861612021128616', '{pod="wt-atlas-prod-5b7967d99c-hjrqj"}', '7.511904729721916', '{pod="kube-flannel-ds-amd64-g225k"}', '0.9437905861626726', '{pod="wt-teams-hydra-h5-prod-d6b49f648-25f5h"}', '0.00010618774881743431', '{pod="pc-jira-importer-rpc-prod-cd7fd8cd6-zzr2w"}', '0.022138372399768985', '{pod="wt-rd-devops-rpc-beta-5df558f57d-hs2ms"}', '0.988805827661213', '{pod="wt-tartarus-linker-prod-b84f89b4d-fvmqd"}', '2.1150012862117435', '{pod="pc-flow-webhook-rc-58b58b4d96-khgzx"}', '0.06254537790793527', '{pod="wt-rd-pipeline-rpc-rc-7c468885bd-t7qc5"}', '1.0022047468141981', '{pod="node-exporter-lgpd9"}', '0.6770672803595754', '{pod="grafana-9c54f49cc-qq2k6"}', 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'{pod="wt-sky-portal-prod-8bc8d6c6b-lbxcz"}', '0.013016875934496176', '{pod="wt-rd-open-admin-rc-6b5ff6d964-w5b2t"}', '0.041227892639148576', '{pod="wt-hulk-sky-internal-7b6c4459f9-xg6z9"}', '0.000008233481988114485', '{pod="wt-rd-wiki-frontend-prod-7cd7596754-cwtn4"}', '0.004921977595963852', '{pod="pc-goals-gaea-beta-6d86d7c588-bbd8s"}', '0.010010346356914555', '{pod="wt-rd-gitlab-app-frontend-demo-ddcfc4976-lx49g"}', '0', '{pod="wt-rd-wiki-rpc-demo-67ff7d59cd-4dxh6"}', '0.009780618423229961', '{pod="pc-flow-subscriber-demo-75c555dddc-b7bx6"}', '0.011077301991007524', '{pod="wt-ladon-subscriber-rc-768dd78cbb-7kqq5"}', '0.03850073738285643', '{pod="kube-proxy-x8dtp"}', '0.8720602855782116', '{pod="pc-flow-webhook-prod-d584f66b8-9jpfd"}', '0.05528333007143108', '{pod="wt-tartarus-linker-prod-b84f89b4d-vs488"}', '2.335435672771954', '{pod="kube-flannel-ds-amd64-8jr9l"}', '0.932807631673036', '{pod="pc-jira-importer-sky-prod-66c69dcd66-ksqxd"}', '0.00008009223712635019', '{pod="pc-charm-template-5f598b9479-4ks2s"}', '0', '{pod="wt-rd-agile-backend-on-premises-669f648dd8-j5qw9"}', '0.0368971803344713', '{pod="pc-jira-importer-on-premises-59f9fb5fc6-sbtkf"}', '0.012529820836810259', '{pod="wt-rd-testhub-rpc-demo-6bdbfdf9f4-zd9xl"}', '0.009655616424987292', '{pod="harbor-harbor-clair-5bd8f76d9c-kpvjm"}', '0.023521197120886798', '{pod="logging-fluentd-fluentd-elasticsearch-6lnd9"}', '3.097626624919959', '{pod="wt-rd-plan-rpc-rc-57758cd9b5-c64bf"}', '0.030021846868545005', '{pod="wt-sky-portal-template-66f79d7f9f-w6drz"}', '0.000021320806818110656', '{pod="node-exporter-7qmzt"}', '0.17875518199720913', '{pod="kube-scheduler-wt-rd-k8s-control-plane-03-beijing"}', '0.26509688141567506', '{pod="wt-rd-open-backend-prod-7788cbb94d-2n979"}', '0.4674358017693147', '{pod="pc-flow-subscriber-template-7bc568c8cb-2svxs"}', '0.014479106645776625', '{pod="wt-preview-on-premises-684675ff47-2wjhh"}', '0', '{pod="wt-tartarus-rpc-prod-7f699f88c4-6bcfz"}', '0.06791259957557358', '{pod="wt-rd-agile-sky-prod-86c79c98c5-kw6p8"}', '0.005196077698195327', '{pod="wt-rd-plan-sky-prod-cf5bc45b7-2dhnw"}', '0.003198000635424767', '{pod="pc-goals-rpc-template-5458cb6459-btwvm"}', '0.008828993676999861', '{pod="wt-ladon-nps-template-5476f8bc79-ntjk7"}', '0.009067908447973344', '{pod="kube-proxy-rkncz"}', '0.936910365339275', '{pod="wt-rd-plan-gaea-prod-56f977896f-vg7lk"}', '0.18411223177422206', '{pod="logging-fluentd-fluentd-elasticsearch-sdlt8"}', '2.6406858188270848', '{pod="wt-rd-open-oauth2-on-premises-f7c444799-92v4d"}', '0.013787457407229042', '{pod="wt-rd-plan-gaea-rc-f9c5bbd69-2bzdg"}', '0.04455009215627788', '{pod="pc-flow-engine-rc-658bc695b6-7ngqj"}', '1.0665850595216901', '{pod="pc-flow-webhook-on-premises-6c8bb99db4-x8ppv"}', '0.01116022395484521', '{pod="pc-app-gantt-gaea-prod-5797d5b56-z2dlh"}', '0.03750262313224256', '{pod="wt-rd-plan-sky-demo-5676747db7-fm2h5"}', '0.00004431755797936959', '{pod="logging-fluentd-fluentd-elasticsearch-cx5fk"}', '0.8786713443706993', '{pod="kube-controller-manager-wt-rd-k8s-control-plane-03-beijing"}', '0.0806171129325861', '{pod="logging-kibana-kibana-7449c7d66c-zs74f"}', '2.0980764586199108', '{pod="wt-rd-plan-gaea-init-demo-5867f85694-fkspg"}', '0.008951336254028457', '{pod="wt-rd-githubpage-prod-f7fc495f4-6vg2q"}', '0.018367498371518007', '{pod="wt-typhon-prod-797fcc55c8-t7z88"}', '0.6950208465567641', '{pod="pc-goals-sky-beta-5948449678-zwl4n"}', '0', '{pod="node-exporter-c2rnz"}', '0.4127342653561501', '{pod="wt-atlas-rc-7bf755766f-4vtsn"}', '0.1630842418179154', '{pod="kube-proxy-dtsms"}', '1.2459141198361194', '{pod="wt-rd-wiki-init-on-premises-7c7c756d65-nslcs"}', '0.010721032258084255', '{pod="pc-flow-gaea-rc-567b894c5d-tqkmf"}', '0.07035223126108968', '{pod="wt-typhon-rpc-prod-56f4bf6497-t8cf5"}', '3.3371956276887786', '{pod="wt-rd-admin-template-7c7d995d5d-99rch"}', '0', '{pod="wt-rd-marketplace-init-template-7958687cb8-5hm77"}', '0.008840639344813645', '{pod="pc-flow-gaea-demo-57c6d5d4df-92zdn"}', '0.021020021631702378', '{pod="wt-rd-open-backend-template-f55444697-6m8cq"}', '0.013461015941383972', '{pod="pc-flow-sky-prod-6c8df56b69-ftbn5"}', '0', '{pod="wt-rd-hydra-prod-85fd9fc488-mtf8n"}', '0.22167557989625475', '{pod="wt-tartarus-prod-6c67867f88-6m8m4"}', '4.94823833940887', '{pod="kubewatch-5994fbcb59-qqrg4"}', '0.10743629938949743', '{pod="wt-rd-plan-gaea-on-premises-c6fd95cb7-xgmmp"}', '0.010969852332844402', '{pod="logging-fluentd-fluentd-elasticsearch-h4q7s"}', '3.5948075785233575', '{pod="wt-preview-prod-8467fd699d-ckwhr"}', '0.00008307542402410087', '{pod="coredns-5c98db65d4-s9fxn"}', '2.057742208327961', '{pod="wt-rd-wiki-frontend-template-749ccfdf97-x4k88"}', '0', '{pod="node-exporter-8zpzt"}', '0.46334961261611135', '{pod="harbor-harbor-portal-64cff84747-vcrwx"}', '0.012382634175565397', '{pod="wt-typhon-demo-8694b79d98-5btlz"}', '0.017289874877236502', '{pod="wt-atlas-rpc-prod-7b44dc9546-2w794"}', '0.848665193412635', '{pod="wt-rd-wiki-rpc-prod-75d69c4887-w6q79"}', '0.06324013551332519', '{pod="wt-tartarus-linker-prod-b84f89b4d-vnwdv"}', '1.9271458375130601', '{pod="wt-tartarus-linker-beta-fc8c4465f-2kt44"}', '0.06865199141492205', '{pod="kube-proxy-cx9ht"}', '0.7566229048905095', '{pod="wt-rd-open-backend-beta-7cfcd9d564-b6c2h"}', '0.0580236471280924', '{pod="wt-rd-githubapp-demo-85647c4979-rvbnn"}', '0.008797272386512874', '{pod="wt-rd-open-admin-prod-578565d544-mhshx"}', '0.041987033669382216', '{pod="kube-proxy-f22wn"}', '0.9520681037698611', '{pod="pc-flow-sky-rc-6cd5478747-nmdfr"}', '0', '{pod="wt-rd-iris-rpc-prod-d6b5c66cc-qn7nj"}', '0.19122962184069908', '{pod="wt-sky-portal-prod-8bc8d6c6b-hh4cg"}', '0.012442570896234755', '{pod="pc-app-todo-sky-rc-76cb5dc6b9-wv5ll"}', '0', '{pod="wt-rd-wiki-rpc-beta-7dbb6786fc-99sm4"}', '0.010800316596235371', '{pod="pc-flow-webhook-prod-d584f66b8-kzq24"}', '0.05640400938322919', '{pod="wt-typhon-prod-797fcc55c8-zk8bl"}', '0.6548317930935408', '{pod="wt-rd-open-backend-prod-7788cbb94d-2phkx"}', '0.48593311290618424', '{pod="pc-flow-sky-prod-6c8df56b69-v4p6g"}', '0.000014034106428728806', '{pod="wt-ladon-nps-prod-f9fcb68d-cfslm"}', '0.01871981559793448', '{pod="wt-ghost-9686f96f8-v2z6l"}', '1.9993685175104075', '{pod="pc-goals-sky-rc-589765d44c-t2xwf"}', '0.00012809293756004192', '{pod="wt-rd-wiki-frontend-rc-775bc54695-k2jvs"}', '0.00019737038728873829', '{pod="wt-sky-portal-rc-59dc45465b-dfsrl"}', '0.00141803181711494', '{pod="pc-jira-importer-rpc-on-premises-7b5bb9db7c-ts7d2"}', '0.016672935698307884', '{pod="wt-rd-agile-backend-prod-6489f98cbf-2c68h"}', '36.68700242843768', '{pod="pc-goals-sky-prod-655c55b645-xfmdh"}', '0.0036584223325204614', '{pod="wt-ladon-subscriber-demo-6fbd58b78f-2nx4n"}', '0.010973950547158672', '{pod="wt-rd-agile-rpc-prod-d956c9c47-ptwfd"}', '5.499288853859967', '{pod="wt-rd-agile-rpc-rc-857c467bbc-p4kdd"}', '1.0378846929205752', '{pod="wt-siren-beta-64b4cf77df-6mmm2"}', '0.009336181630067964', '{pod="pc-flow-gaea-prod-77bff7c998-pgq4x"}', '0.06560997289138185', '{pod="wt-rd-testhub-rpc-template-5c954f965f-m4k95"}', '0.013041776178423885', '{pod="pc-flow-scheduler-on-premises-5c44696b8d-xvhxd"}', '0.012171825705709858', '{pod="logging-fluentd-fluentd-elasticsearch-gwrmt"}', '1.9558306322704146', '{pod="wt-ladon-init-prod-5df545ffc8-4d5s7"}', '0.025411556092388758', '{pod="wt-ladon-rpc-demo-859d667d8-vskbj"}', '0.008690755904744251', '{pod="wt-rd-githubapp-rc-64fc7fffdd-c4b6t"}', '0.021321619460421583', '{pod="wt-rd-marketplace-rpc-demo-545d77df4d-gnhzl"}', '0.010756782945061926', '{pod="pc-goals-rpc-prod-5b4544c4d8-kr9t2"}', '0.9736706016901499', '{pod="wt-rd-agile-sky-rc-766f4dc7bf-wpd8g"}', '0.00010973445615210149', '{pod="nginx-ingress-controller-iris-dc6ff96b4-h25lw"}', '2.255798161596673', '{pod="wt-rd-plan-sky-prod-cf5bc45b7-bzp47"}', '0.0027084296838439585', '{pod="wt-rd-pipeline-backend-rc-668ddc9587-v2498"}', '0.16548408689610083', '{pod="pc-flow-gaea-on-premises-5f9df9cdf7-xbhh9"}', '0.01049616137396108', '{pod="pc-app-gantt-sky-beta-7f4cf57cb-bmcfk"}', '0', '{pod="wt-preview-prod-8467fd699d-2qbxt"}', '0.00006636980658162174', '{pod="logging-fluentd-fluentd-elasticsearch-fh222"}', '1.8151260089739372', '{pod="wt-rd-plan-sky-rc-68c84bf5f5-4c289"}', '0.005018698971663803', '{pod="wt-rd-testhub-init-on-premises-54d5d7b784-4r9s2"}', '0.010015487912561509', '{pod="kube-scheduler-wt-rd-k8s-control-plane-01-beijing"}', '0.4131336718411178', '{pod="kube-apiserver-wt-rd-k8s-control-plane-01-beijing"}', '7.049601156281048', '{pod="wt-rd-agile-rpc-prod-d956c9c47-74flj"}', '5.097575500561513', '{pod="wt-rd-hydra-prod-85fd9fc488-jf4zd"}', '0.2016941713691696', '{pod="wt-ladon-nps-rc-7fb67b5488-sdg7q"}', '0.0278081869807407', '{pod="wt-siren-rpc-beta-76cbfc9fcc-gmwvz"}', '0.008955023297736278', '{pod="wt-rd-iris-rpc-prod-d6b5c66cc-q8kdh"}', '0.2093158006955153', '{pod="wt-teams-hydra-admin-prod-6c4c776f47-n9nbl"}', '0.0011500500856472605', '{pod="wt-rd-devops-rpc-demo-768cd6c454-sfcnq"}', '0.011106594230745817']]
if search_resources == 'ALL':
Element = {}
for x in tr_str[0]:
if tr_str[0].index(x) % 2 == 0:
# Value = {x: tr_str[0][tr_str[0].index(x)+1]}
Value = tr_str[0][tr_str[0].index(x) + 1]
# print(Value)
Element[str(x)] = Value
# print(Element)
# for k,v in Element.items():
# print(k, v)
a = sorted(Element.items(), key=lambda x: x[1], reverse=True)
a = tuple(a)
# for x in a:
a = dict((x, y) for x, y in a)
tables_list = []
for k,v in a.items():
# print({"Element":k, "Value": v,})
tables_list.append({"Element":k, "Value": v,},)
generate_excel(tables_list, sheet_name)
else:
# search_resources
#
# df = difflib.SequenceMatcher(None, name, app_name).quick_ratio()
# app_name_gaea_difflib[str(name)] = df
pass
if __name__ == '__main__':
sheet_name = input("sheet_name：")
# 周期平均值 - POD
# CPU
# pod-所有服务24小时内平均的"CPU使用耗时%"
# PromQL = """sum by(namespace,pod_name) (rate(container_cpu_usage_seconds_total{namespace="prod"}[30m] offset 4h))"""
# pod-所有服务24小时内平均的"CPU使用率%"
# PromQL = """(sum(rate(container_cpu_usage_seconds_total{container_name!="",pod_name!=""}[24h])) by(cluster,namespace,container_name,pod_name))/(sum(container_spec_cpu_quota{container_name!="",pod_name!=""}) by(cluster,namespace,container_name,pod_name) /100000)*100"""
# PromQL = """(sum(rate(container_cpu_usage_seconds_total{container_name!="",pod_name!=""}[30m] offset 4h)) by(cluster,namespace,container_name,pod_name))/(sum(container_spec_cpu_quota{container_name!="",pod_name!=""}) by(cluster,namespace,container_name,pod_name) /100000)*100"""
# pod-所有服务24小时内平均的"cpu核心数量"
# PromQL = """sum (rate (container_cpu_usage_seconds_total{namespace="prod"}[24h])) by (namespace, pod)*100"""
# PromQL = """sum (rate (container_cpu_usage_seconds_total{namespace="prod"}[30m] offset 4h)) by (namespace, pod)*100"""
# 内存
# pod-所有服务24小时内平均的"内存使用M"
# PromQL = """sum(avg_over_time(container_memory_usage_bytes{namespace="prod",}[1d])) by (instance,namespace,pod) /1024 / 1024"""
# PromQL = """sum(avg_over_time(container_memory_usage_bytes{namespace="prod",}[30m] offset 4h)) by (instance,namespace,pod) /1024 / 1024"""
# 周期平均值 - Node
# CPU
# node-所有节点24小时内平均的"cpu使用率%"
# PromQL = """100 * (1 - sum by (instance)(increase(node_cpu_seconds_total{mode="idle"}[24h])) / sum by (instance)(increase(node_cpu_seconds_total[24h])))"""
PromQL = """100 * (1 - sum by (instance)(increase(node_cpu_seconds_total{mode="idle"}[30m] offset 4h)) / sum by (instance)(increase(node_cpu_seconds_total[30m] offset 4h)))"""
# node-节点24小时平均的"CPU-system使用率"
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='system'}[24h]))by(instance)) / (sum(increase(node_cpu_seconds_total[24h]))by(instance)) *100"""
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='system'}[30m] offset 4h))by(instance)) / (sum(increase(node_cpu_seconds_total[30m] offset 4h))by(instance)) *100"""
# node-所有节点24小时内平均的"CPU-user使用率"
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='user'}[24h]))by(instance)) / (sum(increase(node_cpu_seconds_total[24h]))by(instance)) *100"""
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='user'}[30m] offset 4h))by(instance)) / (sum(increase(node_cpu_seconds_total[24h]))by(instance)) *100"""
# node-节点24小时内平均的"idle(空闲)CPU率"
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='idle'}[24h]))by(instance)) / (sum(increase(node_cpu_seconds_total[24h]))by(instance)) *100"""
# PromQL = """(sum(increase(node_cpu_seconds_total{mode='idle'}[30m] offset 4h))by(instance)) / (sum(increase(node_cpu_seconds_total[30m] offset 4h))by(instance)) *100"""
getSumOdds(PromQL=PromQL, sheet_name=sheet_name)
# 内存 - 略
- 监控的数据指标这不就来了么！
标签：rd,Excel,Selenium,爬取,pc,rpc,wt,pod,prod 来源： https://www.cnblogs.com/dai-zhe/p/14822532.html