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Summit Suen edited this page Jan 20, 2015
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- Testing project for er.js: https://etusolution.github.io/erjsTesting
Welcome to Etu Recommander/Insight! This document will show you how to use python + selenium + phantomjs
to simulating user behavior and verify the whole software functionality.
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- python
### install homebrew first $ ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)" $ export PATH=/usr/local/bin:/usr/local/sbin:$PATH ### install python via homebrew $ brew install python
- selenium
$ pip install selenium
- firefox (default bouwser driver in selenium)
### install brew-cask first $ brew tap phinze/homebrew-cask $ brew install brew-cask ### install firefox via brew-cask $ brew cask install firefox
- phantomjs (quick and lightweight alternative)
$ brew update && brew install phantomjs
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Input:
- csv files
web_test_[camp/cat/src/funnel].csv
which describe actions for each robot. - python script
web_test.py
which control the robots.
Put them all together under your test project directory.
- csv files
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Format:
Field Type Description date timestamp Date of action Time timestamp Time of action ssid string Session ID uid string User ID eruid string Tracking UID lo boolean Login flag act string Action cat string Category (view) pid string Product ID (view) pcat string Category (payment) paypid string Product ID (payment) qty int Order quantity unit_price int Price of each product oid string Order ID amt int Total amount of payment ERCAMP string Campaign ID ERAD string Advertising ID - Example: web_test_funnel.csv
date Time ssid uid eruid lo act cat pid pcat paypid qty unit_price oid amt ERCAMP ERAD 1201 11:10 S01 U01 ERU01 0 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 CAMP1 AD1.1 1201 11:30 S02 U02 ERU02 0 VIEW "CAT02_1,CAT02_2,CAT02_3,CAT02_4,CAT02_5" PID02 CAMP2 AD2.1 1201 11:50 S03 ERU03 0 VIEW "CAT03_1,CAT03_2,CAT03_3,CAT03_4,CAT03_5" PID03 CAMP1 AD1.2 1201 12:10 S04 ERU04 0 VIEW "CAT04_1,CAT04_2,CAT04_3,CAT04_4,CAT04_5" PID04 CAMP2 AD2.1 1201 12:30 S05 ERU05 0 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 CAMP2 AD2.1 1201 12:50 S06 ERU06 0 VIEW "CAT02_1,CAT02_2,CAT02_3,CAT02_4,CAT02_5" PID02 CAMP2 AD2.3 1201 13:10 S07 ERU07 0 VIEW "CAT03_1,CAT03_2,CAT03_3,CAT03_4,CAT03_5" PID03 CAMP2 AD2.2 1201 13:30 S08 U08 ERU08 0 VIEW "CAT04_1,CAT04_2,CAT04_3,CAT04_4,CAT04_5" PID04 CAMP1 AD1.3 1201 13:50 S08 U08 ERU08 0 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID04 CAMP1 AD1.3 1201 14:10 S09 U09 ERU09 1 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 CAMP2 AD2.2 1201 14:30 S10 U10 ERU10 1 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 CAMP2 AD2.2 1201 14:50 S11 U11 ERU11 1 VIEW "CAT02_1,CAT02_2,CAT02_3,CAT02_4,CAT02_5" PID02 CAMP1 AD1.2 1201 15:10 S12 U12 ERU12 1 VIEW "CAT03_1,CAT03_2,CAT03_3,CAT03_4,CAT03_5" PID03 1201 15:30 S13 U13 ERU13 1 VIEW "CAT04_1,CAT04_2,CAT04_3,CAT04_4,CAT04_5" PID04 1201 15:50 S14 U14 ERU14 1 VIEW "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 1201 16:10 S15 U15 ERU15 1 VIEW "CAT02_1,CAT02_2,CAT02_3,CAT02_4,CAT02_5" PID02 1201 16:30 S09 U09 ERU09 1 CART "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 2 100 200 1201 16:50 S10 U10 ERU10 1 CART "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 1 100 100 1201 17:10 S11 U11 ERU11 1 CART "CAT02_1,CAT02_2,CAT02_3,CAT02_4,CAT02_5" PID02 1 200 200 1201 17:30 S12 U12 ERU12 1 CART "CAT03_1,CAT03_2,CAT03_3,CAT03_4,CAT03_5" PID03 1 300 300 1201 17:50 S13 U13 ERU13 1 CART "CAT04_1,CAT04_2,CAT04_3,CAT04_4,CAT04_5" PID04 1 400 400 1201 18:10 S09 U09 ERU09 1 ORDER "CAT01_1,CAT01_2,CAT01_3,CAT01_4,CAT01_5" PID01 2 100 O01 200 -
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### run the python script under project folder $ python web_test.py
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- Import dependency libraries
from selenium import webdriver from pandas import * import csv import time
- Load test csv data for different scenario
#with open('web_test_cat.csv', 'rb') as f: #with open('web_test_src.csv', 'rb') as f: #with open('web_test_funnel.csv', 'rb') as f: with open('web_test_camp.csv', 'rb') as f: reader = csv.reader(f) testbot_raw = list(reader)
- Build up well-structured robot dataframe
testbot = sorted(testbot_raw, key=lambda testbot_raw: testbot_raw[2]) df = DataFrame(testbot, columns = testbot[len(testbot)-1])
- Target url setting and initializing web browser driver(s)
url = "https://etusolution.github.io/erjsTesting" #url = "http://localhost/" #url = "file:///Users/summitsuen/Documents/erjsTesting/index.html" #url = "https://suensummit.github.io/erjsTesting/" # initialize drivers driver = {} k = 0 ssid = df.ssid.unique() while k < len(ssid)-1: key = ssid[k] value = webdriver.PhantomJS() #value = webdriver.Firefox() driver[key] = value k += 1
- Send actions from robot dataframe
# send actions from testbot for k in range(len(df)-2): driver[df.ssid[k]].get(url) driver[df.ssid[k]].find_element_by_id('agroup').send_keys("ER") driver[df.ssid[k]].find_element_by_id('acid').send_keys("ER_web_testing") driver[df.ssid[k]].find_element_by_id('auid').send_keys(df.uid[k]) if df.lo[k] == '0': driver[df.ssid[k]].find_element_by_id('auid').send_keys("") pass driver[df.ssid[k]].find_element_by_id('aact').send_keys(df.act[k]) driver[df.ssid[k]].find_element_by_id('acat').send_keys(df.cat[k]) driver[df.ssid[k]].find_element_by_id('apid').send_keys(df.pid[k]) driver[df.ssid[k]].find_element_by_id('apcat').send_keys(df.pcat[k]) driver[df.ssid[k]].find_element_by_id('apaypid').send_keys(df.paypid[k]) driver[df.ssid[k]].find_element_by_id('aunit_price').send_keys(df.unit_price[k]) #driver[df.ssid[k]].find_element_by_id('apmk').send_keys(df.pmk[k]) driver[df.ssid[k]].find_element_by_id('aqty').send_keys(df.qty[k]) driver[df.ssid[k]].find_element_by_id('aercamp').send_keys(df.ERCAMP[k]) driver[df.ssid[k]].find_element_by_id('aerad').send_keys(df.ERAD[k]) #print 'It is the ' + str(k+1) + 'th testbot\n' driver[df.ssid[k]].find_element_by_id('custom-click').click() # Take screenshot for verify #driver[df.ssid[k]].save_screenshot('screenshot_' + str(k+1) + '.png') # close jobs for k in range(len(ssid)-1): driver[ssid[k]].quit
2015-01-20 last edited by Summit Suen