[SPARK-6731] Bump version of apache commons-math3
[SPARK-6731] Bump version of apache commons-math3

Version 3.1.1 is two years old and the newer version includes
approximate percentile statistics (among other things).

Author: Punyashloka Biswal <punya.biswal@gmail.com>

Closes #5380 from punya/patch-1 and squashes the following commits:

226622b [Punyashloka Biswal] Bump version of apache commons-math3

witgo/spark,liutang123/spark,apache/spark,panfengfeng/spark,jianran/spark,setjet/spark,kevinyu98/spark,alunarbeach/spark,zuotingbing/spark,panfengfeng/spark,shuangshuangwang/spark,stanzhai/spark,srowen/spark,SnappyDataInc/spark,darionyaphet/spark,kimoonkim/spark,jlopezmalla/spark,lxsmnv/spark,eyalfa/spark,gioenn/xSpark,facaiy/spark,ConeyLiu/spark,byakuinss/spark,byakuinss/spark,vinodkc/spark,rikima/spark,andrewor14/iolap,metamx/spark,zhouyejoe/spark,HyukjinKwon/spark,publicRoman/spark,Aegeaner/spark,highfei2011/spark,debugger87/spark,UndeadBaneGitHub/spark,patrick-nicholson/spark,1haodian/spark,debugger87/spark,ajaysaini725/spark,LantaoJin/spark,ueshin/apache-spark,ron8hu/spark,michalsenkyr/spark,rednaxelafx/apache-spark,witgo/spark,mdespriee/spark,szhem/spark,zzcclp/spark,markhamstra/spark,patrick-nicholson/spark,liyichao/spark,dbtsai/spark,mzl9039/spark,rekhajoshm/spark,SHASHANKB/spark,ioana-delaney/spark,zhouyejoe/spark,wangmiao1981/spark,LantaoJin/spark,shaneknapp/spark,jianran/spark,ddna1021/spark,dhruve/spark,jrshust/spark,stanzhai/spark,rezasafi/spark,LantaoJin/spark,saturday-shi/spark,wangyum/spark,rikima/spark,haowu80s/spark,cin/spark,maropu/spark,witgo/spark,eyalfa/spark,ron8hu/spark,witgo/spark,icexelloss/spark,alunarbeach/spark,spark-test/spark,big-pegasus/spark,aokolnychyi/spark,lvdongr/spark,eyalfa/spark,mdespriee/spark,liutang123/spark,kevinyu98/spark,nlalevee/spark,facaiy/spark,minixalpha/spark,ptkool/spark,skonto/spark,nilsgrabbert/spark,tejasapatil/spark,nilsgrabbert/spark,UndeadBaneGitHub/spark,guoxiaolongzte/spark,bdrillard/spark,kissmetrics/spark,srowen/spark,rikima/spark,shaneknapp/spark,1haodian/spark,holdenk/spark,panfengfeng/spark,goldmedal/spark,lxsmnv/spark,bOOm-X/spark,bravo-zhang/spark,caneGuy/spark,MLnick/spark,ahnqirage/spark,andrewor14/iolap,zero323/spark,panfengfeng/spark,WeichenXu123/spark,saturday-shi/spark,setjet/spark,aray/spark,wangmiao1981/spark,tengpeng/spark,facaiy/spark,aosagie/spark,shuangshuangwang/spark,nlalevee/spark,jrshust/spark,pronix/spark,someorz/spark,alunarbeach/spark,huang1900/spark,SHASHANKB/spark,tengpeng/spark,mzl9039/spark,someorz/spark,milliman/spark,MLnick/spark,narahari92/spark,kiszk/spark,byakuinss/spark,akopich/spark,ron8hu/spark,apache/spark,joseph-torres/spark,stanzhai/spark,facaiy/spark,maropu/spark,chuckchen/spark,joseph-torres/spark,jlopezmalla/spark,wzhfy/spark,someorz/spark,srowen/spark,skonto/spark,rednaxelafx/apache-spark,huang1900/spark,WindCanDie/spark,rezasafi/spark,aray/spark,jlopezmalla/spark,ajaysaini725/spark,tejasapatil/spark,someorz/spark,rezasafi/spark,nlalevee/spark,tengpeng/spark,zero323/spark,joseph-torres/spark,zuotingbing/spark,darionyaphet/spark,andrewor14/iolap,lvdongr/spark,aray/spark,mdespriee/spark,minixalpha/spark,wangyum/spark,ioana-delaney/spark,big-pegasus/spark,HyukjinKwon/spark,liyichao/spark,caneGuy/spark,poffuomo/spark,setjet/spark,ajaysaini725/spark,JoshRosen/spark,MLnick/spark,SnappyDataInc/spark,gengliangwang/spark,haowu80s/spark,brad-kaiser/spark,zzcclp/spark,caneGuy/spark,zuotingbing/spark,publicRoman/spark,dongjoon-hyun/spark,ibm-research-ireland/sparkoscope,kimoonkim/spark,mike0sv/spark,tengpeng/spark,UndeadBaneGitHub/spark,bOOm-X/spark,stanzhai/spark,brad-kaiser/spark,ericvandenbergfb/spark,skonto/spark,gengliangwang/spark,ibm-research-ireland/sparkoscope,ueshin/apache-spark,goldmedal/spark,rekhajoshm/spark,markhamstra/spark,joseph-torres/spark,witgo/spark,gioenn/xSpark,tejasapatil/spark,techaddict/spark,shuangshuangwang/spark,publicRoman/spark,alunarbeach/spark,andrewor14/spark,shaneknapp/spark,BryanCutler/spark,huang1900/spark,rikima/spark,WeichenXu123/spark,skonto/spark,saltstar/spark,rekhajoshm/spark,kissmetrics/spark,SnappyDataInc/spark,liyichao/spark,tejasapatil/spark,nilsgrabbert/spark,zzcclp/spark,sachintyagi22/spark,BryanCutler/spark,lxsmnv/spark,jiangxb1987/spark,shuangshuangwang/spark,pronix/spark,narahari92/spark,saltstar/spark,alunarbeach/spark,adrian-ionescu/apache-spark,jkbradley/spark,HyukjinKwon/spark,ajaysaini725/spark,SHASHANKB/spark,michalsenkyr/spark,caneGuy/spark,JerryLead/spark,mdespriee/spark,aray/spark,goldmedal/spark,highfei2011/spark,techaddict/spark,hhbyyh/spark,taroplus/spark,big-pegasus/spark,actuaryzhang/spark,highfei2011/spark,stanzhai/spark,aokolnychyi/spark,publicRoman/spark,nchammas/spark,esi-mineset/spark,tengpeng/spark,vinodkc/spark,hhbyyh/spark,dbtsai/spark,zhouyejoe/spark,hhbyyh/spark,loneknightpy/spark,minixalpha/spark,sureshthalamati/spark,holdenk/spark,kevinyu98/spark,zero323/spark,andrewor14/iolap,adrian-ionescu/apache-spark,dbtsai/spark,shubhamchopra/spark,SHASHANKB/spark,HyukjinKwon/spark,ajaysaini725/spark,JoshRosen/spark,Aegeaner/spark,highfei2011/spark,saltstar/spark,rikima/spark,lxsmnv/spark,markhamstra/spark,apache-spark-on-k8s/spark,hhbyyh/spark,yanboliang/spark,patrick-nicholson/spark,holdenk/spark,ueshin/apache-spark,ueshin/apache-spark,maropu/spark,poffuomo/spark,Aegeaner/spark,dongjoon-hyun/spark,chuckchen/spark,esi-mineset/spark,vinodkc/spark,Jer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