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ER End-to-End Test

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.

  • Enviorment Setup

    • 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
    
  • Test Data Preparation

    • 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.

    • 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
    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
  • Usage

     ### run the python script under project folder 
     $ python web_test.py
    
  • Lookup Python Script Step-by-step

    • 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 = "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

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