5850u spark, "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",16.428592614015,17.368758458062,16.873296530917 "B",15.668900819961 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.6928239390254,4.7218450580258,4.668231282034 "B",5.0313707150053 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",15.980578648974,16.042143329047,16.976194440969 "B",15.258773237001 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",32.46811196208,33.14282260905,31.990201873938 "B",30.900698723039 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",4.4226323530311,4.4993298979243,4.4506351989694,4.3849253150402,4.4213379030116,4.3041568089975,4.4407353249844,4.3301635090029,4.5206298059784 "B",4.2349725039676 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",10.012922498048,10.106547094998,10.278686395031 "B",9.7242019560654 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",30.04854638502,31.581171176978,29.590241229977 "B",29.291121050948 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",30.260154307005,32.340464648907,30.226638847962 "B",29.846553071984 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",4.8516769349808,4.7984566260129,4.8593516869005 "B",4.6834769110428 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",28.970393947093,29.017462813994,29.550589576014 "B",30.15056783997 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.9873458769871,5.3594198999926,5.1809246350313,5.1097052310361,5.1920185319614,4.9560676089022,5.1727901810082,5.1737121939659 "B",5.3033350839978 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",5.64101935504,5.3915385609725,5.4665148509666 "B",5.668708801968 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",59.433058359078,59.003888851032,60.195932612987 "B",57.763324535103 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",58.956956556998,59.888766910066,59.431149243959 "B", "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",60.252594070043,59.114456248004,59.124519076082 "B",57.872744675959 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",35.088270957931,35.628022019984,34.884244306013 "B",34.27388233901 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",228.35781764903,226.00133371202,228.56338984298 "B",233.78389499499 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",14.386029619025,14.735766466008,14.44720491406 "B",14.139654078055 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",15.311044518952,15.025495960028,15.661188062979 "B",14.926128185005 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",59.55055152101,59.01029068802,58.45739480597 "B",60.432199683972 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",3.0531482670922,3.0497201769613,3.1655126611004,2.9278706930345,3.119196073967,3.0485513970489,3.2129023020389,3.1278562550433 "B",3.0161226280034 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",2.1697560690809,2.2906944599235,2.1815329269739 "B",2.2595958759775 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",3.9022327429848,4.0617971071042,4.0801070499001 "B",4.0987986340187 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",35.177166013047,34.285107912961,35.003224779037 "B",34.06200103194 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.6108816439519,4.281467295019,4.6557442899793,4.60684252996,4.6121479650028,4.678200653987,4.5470018159831,4.5054735909216,4.593866017065 "B",4.6687522279099 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",15.21238444699,15.181705235038,15.21240592096 "B",14.937187602976 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",16.673069510027,16.869683849043,16.811317760963 "B",17.060647998936 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",58.287213388947,60.390705651953,58.825196498889 "B",60.154387643095 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",15.277569224942,15.150257322006,15.258566598059 "B",15.477376649971 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",16.181703864015,16.074268474011,16.073647191981 "B",15.851766146952 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.023511904059,13.429284732905,13.001154333004 "B",12.937703224015 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",50.614778687945,51.237387115019,52.376152171986 "B",50.591432549059 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.885886745993,12.892722949968,12.802462071995,12.835216067033,13.081372275017,13.028711474035,12.948462140979,13.046765531064 "B",12.738970821025 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",52.259679869981,52.845502261072,50.890684557031 "B",51.224291349994 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",14.400265148026,14.36447621393,14.361669124919 "B",14.169036078034 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",15.144597091014,15.249337038025,15.230621455936 "B",14.98736150295 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",29.851205187035,29.774028646061,29.902380167972 "B",30.269959312049 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",31.570600304985,32.923941700021,32.430646845954 "B",32.768078549998 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",5.0819129559677,5.3126252610236,5.2248994580004,5.2157616529148,5.0410730659496,5.0884959389223,5.0178183530224,5.1309565720148 "B",5.0725904500578 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",3.6818825670052,3.665188148967,3.631445846986,3.6467860189732,3.8094192609424,3.5560854870128,3.5632914360613,3.4940855350578 "B",3.6812531800242 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",5.9603522480465,5.8903707739664,5.9097872209968 "B",5.8412595029222 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",52.23170023202,51.51939938101,50.673199273995 "B",52.132602115977 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",25.857923762989,26.366781761055,25.87731417804 "B",26.345311005018 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",37.308082127944,37.478158973041,36.960386071936 "B",37.703356250073 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",3.35017994605,3.3254563160008,3.3920134700602 "B",3.3216991289519 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.88200126111,12.795807071961,12.936407951987 "B",13.014502938953 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",226.86495663505,229.483388972,228.61873669701 "B",225.89310953009 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",10.600043429993,10.640243090922,10.646654014941 "B",10.515346850036 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",21.174742914969,21.053827310912,21.145481494023 "B",20.905719939969 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",227.42261076998,229.19070035301,228.98634709895 "B",226.2842682011 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",15.905202482943,15.774494996062,15.691829000018 "B",15.640852546901 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",38.991436699056,40.099668913055,40.255912379944 "B",40.115153030958 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",2.4335620680358,2.4531721499516,2.3304997830419,2.4141348339617,2.3726956199389,2.3601446930552,2.3875044990564,2.3563580410555,2.435053893947 "B",2.3704978059977 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",15.80288654007,15.600346812978,15.562232948025 "B",15.525409415946 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",224.69024284207,226.90830598294,228.33114955807,227.79110556096,228.13175440906,228.237839701,228.53811410395,229.61413815303,229.32093491196 "B",229.76682922908 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",14.098366864957,14.262116767,14.266899012029 "B",14.321818564902 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",9.881458104006,9.9450235950062,9.6029029770289 "B",9.7438165410422 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",229.13416230597,230.51629250497,226.41591295798 "B",227.09916311002 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.884237608057,12.840690854937,13.013286610018 "B",13.003941593925 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.996753938962,12.896151209017,12.891519607976 "B",13.02159608691 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",70.922197496984,71.365595291019,70.594897527015 "B",70.478538537049 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",20.952308041975,20.766960908077,20.863126693992 "B",20.721549461014 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",230.55745475099,231.21884187497,230.01680622203 "B",229.06170528603 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",229.11551188608,228.08408864494,230.768135619,227.58899884799,231.11693625501,230.478846321,230.12410893594,231.210559575 "B",231.32808952604 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",26.254242005991,26.197678611963,26.286401750986 "B",26.08279855107 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",3.2080915790284,3.0765388020081,3.2044511199929,3.1678103199229,3.1919118580408,3.2562973980093,3.0519054569304,3.1130175939761,3.1674368039239 "B",3.1797577789985 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.802960888948,12.884543016087,12.904311855906 "B",12.938529153005 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.001574364956,12.899294479052,12.893105603987 "B",12.862784637022 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",37.28386064095,37.969300966011,37.629320948035 "B",37.426678071963 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",30.25572462508,30.492653332069,30.669718549005 "B",30.634290750022 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",71.501643899945,71.617856004974,71.627346116002 "B",71.952131252969 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.9487257390283,2.0289006109815,1.9397279180121,1.9766442249529,1.9713619399117,2.0076765150297,1.9698563170386,2.0072377710603,2.0002225129865 "B",1.9922812080476 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",3.9942685690476,4.1682008409407,3.8188637710409 "B",3.9653753170278 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",56.519357790006,57.024830542039,57.620891005034 "B",57.344962793053 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.896074470947,12.855137416045,12.842335433001 "B",12.922679872019 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",20.248528758995,20.743126987945,20.215544576989 "B",20.491909996024 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",21.184915126069,21.034124545986,21.252482802025 "B",21.071054929984 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",9.7323123839451,9.5402957209153,9.7268708279589 "B",9.6329784840345 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.885582193965,12.753887125989,12.752407115069 "B",12.850677947979 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",231.27490789595,228.06098397204,228.47698135197 "B",228.37694498396 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",59.567289968021,60.324781242991,58.28711147001 "B",59.164967978024 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.89281893603,12.910620344919,12.961866818951 "B",12.869205323979 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.957807291998,12.898128436995,12.955194001086 "B",12.886901076068 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",52.257194832084,52.053470098996,51.231446949998 "B",51.654724147054 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",38.981140082004,38.75708588108,39.037239731988 "B",38.77780339797 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",2.7039416979533,2.5813963860273,2.5873766079312 "B",2.6086658079876 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",228.40239033196,230.17003115499,228.9475754759 "B", "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",37.66269331798,37.898914619931,37.456835720106 "B",37.548551146989 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.831357994932,12.852174728061,12.885983766988 "B",12.81992353301 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.858515219064,12.887106276932,12.899883482954 "B",12.922280990984 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",15.238275401993,14.569820784032,15.252116104006 "B",15.063276486006 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",27.94546558999,28.136578000034,27.571968756965 "B",27.954055511975 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",229.11398255604,227.95916668,229.22072808398 "B",228.19999800005 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",58.356000765925,57.123723422061,57.876521741971 "B",57.646747580031 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",71.027021429967,70.718856227933,70.998056655983 "B",71.077091634972 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",29.414683658979,29.327223588014,29.089845834067 "B",29.209133658092 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.017797729932,12.833217063919,12.932666353998 "B",12.900931345997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",228.56742317998,231.09507676796,228.487746067 "B",229.80102386395 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",34.313026315998,34.878115636995,34.647215544013 "B",34.545919468044 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.983743482968,12.872322311974,12.880838742945 "B",12.893332851003 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",12.913715395029,12.977175391978,12.922026232001,12.959971882054,12.791913448949,12.993391197058,12.95898086403,12.881327620009,12.804841583013 "B",12.891362350085 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",26.360030452022,26.495672896039,26.71570526599 "B",26.556801317027 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",228.59728743404,228.55263046001,227.44281926891 "B",227.86419958191 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",227.94152831996,226.23646539298,232.22779162903 "B",228.61271074601 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",231.08663226303,229.27796357602,231.30945247307 "B",230.39257919707 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",14.565465173917,14.891197233927,14.647153519909 "B",14.69042315695 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",227.92648951104,228.40561846399,228.11994671798 "B",228.30379822908 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",231.14099678502,228.59663843003,231.73509280593 "B",230.62691127299 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",70.965320100076,71.526996272965,71.057840293972 "B",71.217104381998 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",15.264970034012,15.447561480105,14.739341906039 "B",15.148957422934 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",3.2837853740202,3.9637552220374,3.8571367810946 "B",3.1325187159237 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",3.1617663310608,2.6532029499067,3.1788929739268,2.6399997490225,2.4802428580588,2.4763344079256,3.2736555429874,3.4307185729267 "B",2.343410808011