spark rembrandty, "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.1110965720145,4.8543144969735,4.6952540639322,4.5782900869381,4.5983251299476,4.4679934580345,4.3274294140283,4.6556137230946,4.5764147799928 "B",4.6042817599373 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",246.97935887205,240.34260256495,238.62741907395,240.91978176299,238.82483183092,241.608947334,240.53040403198,240.14285832096,241.458620077 "B", "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.460192173952,13.620302496012,13.755830034032,13.599172937102,13.692885032971,13.598647175007,13.65532414394,13.576063223998,13.644132892019 "B",13.492197238025 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",4.6613990319893,4.9308719480177,4.5370654230937,4.5592270230409,4.5259157440159,4.5378274959512,4.4085376270814,4.5165608350653,4.473834121949 "B",4.4833157029934 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",3.6006467880215,3.4648525650846,3.2986268888926,3.3196881139884,3.2827960680006,3.3134871519869,3.4023985670647,3.3499480920145,3.2972829149803 "B",3.2412928829435 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",2.4572943890234,2.5868073459715,2.511588169029,2.4473963809432,2.3867130660219,2.4073430340504,2.4308027579682,2.4153741879854,2.3399696489796 "B",2.3941846109228 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",1.9893425820628,2.7466206990648,2.2689711600542,2.164639452938,2.0343215209432,2.0653825530317,1.9561937029939,2.0073446889874,2.016402009991 "B",1.8897391299251 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.8296336099738,4.6371528700693,4.7799500990659 "B",4.74241351604 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",240.41029260505,239.36726844299,240.34684359794 "B",245.14966853696 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.694524099003,13.622104563052,13.672643013997 "B",13.440527393017 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",5.0931694699684,4.8025727570057,4.8612861499423 "B",5.0260680150241 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",3.4399109989172,3.3840746070491,3.3894648859277 "B",3.4323453389807 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",2.6327375030378,2.6440304509597,2.6639398830011 "B",2.5346607440151 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",2.3889281819575,4.3636750950245,2.496908986941 "B",2.2859049929539 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",4.9673471640563,5.193999537034,5.1608880460262 "B",5.0833968669176 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",238.56604950805,239.89109882701,241.44558306003 "B",239.65300843201 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.600607995992,13.486019915901,13.427151470096 "B",13.457992868964 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",5.3490303790895,5.317909768899,5.2803495939588 "B",5.5482188910246 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",3.7655237219296,3.614460592973,3.6457236330025 "B",3.7047775129322 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",3.1866879849695,3.2597266429802,3.0722725669621 "B",3.1701270929771 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",3.0202656909823,3.3042993110139,3.2979626689339 "B",2.620901312097 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",5.4313205890357,5.7739270100137,5.608723561978,5.6587152990978,5.6531503959559 "B",5.4608686459251 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",243.37282124406,241.19930580899,241.79292145895,238.72516731091,242.26945889101 "B",242.19757317693 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.592000862933,13.494231538032,13.522162670037,13.764205818996,13.590287510888 "B",13.536389566027 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",6.2770455689169,6.1488318869378,6.0854998899158,6.0591161379125,5.8667081490858 "B",6.0972955850884 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",4.137109505944,4.2327204650501,4.0690389110241,4.0771002590191,4.2473616439383 "B",4.0871200090041 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",4.0037422520109,3.8626603470184,4.0241700019687,4.0245726049179,4.1155803949805 "B",3.9309041869128 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",3.1791533989599,3.2629743180005,3.7072275950341,3.2424582620151,3.1398946909467 "B",3.0373807129217 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",19.567817323026,19.759870566893,19.413370192051 "B",19.62348213105 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",238.32749571791,238.56891021889,239.06712824805 "B",240.01134090906 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.548616933986,13.574902520049,13.667121573002 "B",13.540232774103 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",9.8425724159461,10.217489953968,9.9407923649997 "B",9.7161808499368 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",14.472303760936,14.731716790004,14.141056466033 "B",14.629143550992 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",17.261739464942,16.595263306051,16.271347171976 "B",15.761581183062 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",17.11795381899,15.365058201947,16.184787261998 "B",15.131707087974 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",19.693791596917,19.606660908088,19.804495086079 "B",19.794831554987 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",238.67419302405,238.50706474495,239.95713696501 "B",240.25196348107 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.468283274909,13.621186057106,13.59164092096 "B",13.471725607058 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",9.7972294910578,9.9789445609786,9.8000110890716 "B",10.016162123997 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",13.853656016989,14.11604158103,14.242518670042 "B",13.944898306974 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",14.939301352017,15.03039677802,15.352965568076 "B",15.405833677039 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",14.949938059901,15.04843581398,15.163982571918 "B",15.167816836038 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",36.733233361971,36.126887427992,36.688211664907 "B",36.475973509951 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",240.60323030408,240.50369849906,238.41499629896 "B",240.02917602705 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.506940918975,13.545797355007,13.481156224967 "B",13.672623499064 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",15.688419930986,14.963405599003,15.459346954012 "B",14.895346967038 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",27.41036734893,27.227399218013,27.704880133038 "B",27.018031054991 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",32.608085082029,32.231402270962,32.615178254084 "B",31.127484653029 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",32.694056420005,31.796459604986,31.804512470029 "B",31.819066639058 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",35.272521084989,34.651157823973,35.065191459027 "B",34.981266179937 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",240.37038857501,242.69999638805,241.12792590901 "B",239.40451490507 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.405021121958,13.623782692943,13.481027411064 "B",13.453721392085 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",15.035507238004,14.714646633947,14.998364239 "B",14.843253937084 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",26.566007460002,25.397084437078,26.836559426971 "B",25.551359051024 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",32.057209569961,28.896587235969,29.857938450063 "B",29.11954991403 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",29.086698081926,28.219152717968,28.621781416005 "B",28.298149912967 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "A",67.684502620948,69.249594122055,70.236191881937 "B",66.028193640057 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "A",248.05568046798,249.96590224793,251.20609518106 "B",240.98958586506 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.799485816038,13.764366165968,13.917922470951 "B",13.697909940965 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "A",40.085070469067,40.756129833055,40.969123795046 "B",40.432493324042 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "A",49.926429415937,52.684918332961,54.570394982002 "B",49.815971720032 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "A",59.791681457078,59.813462501043,65.177786126034 "B",56.676782510942 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "A",57.468229380087,62.099799321964,61.325006594998 "B",58.253447138006 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time", Lower Results Are Better "A",69.923039079993,68.817343469011,69.795093592023 "B",68.084719936945 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark", Lower Results Are Better "A",256.39200626209,245.91388481599,246.01519658603 "B",244.74363463395 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.776612436981,13.637198389042,13.554268839071 "B",13.431134790997 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Group By Test Time", Lower Results Are Better "A",34.972944253008,36.20515050902,34.875326927053 "B",35.642765583005 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Repartition Test Time", Lower Results Are Better "A",51.053949713008,50.784588032984,50.211382651003 "B",49.203622987028 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Inner Join Test Time", Lower Results Are Better "A",61.637342103058,63.981495431042,58.425205205916 "B",57.427331356099 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time", Lower Results Are Better "A",67.119262442924,64.554926881916,61.312975234003 "B",58.918695112108 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",19.877277208026,19.956544094021,20.139877406997 "B",20.051214325009 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",239.23988424893,243.259495773,242.97190109291 "B",239.83669719996 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.504913042067,13.552941613016,13.621164801065 "B",13.581362913013 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",10.688123216038,10.332884944975,10.312917292002 "B",10.654480634956 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",13.968546926044,13.835047186003,14.085033469019 "B",14.12157151592 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",15.467052171007,15.629518111004,15.656778603909 "B",15.67451236397 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",14.765308127971,14.847430143971,15.140951397014 "B",15.034777381923 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",20.468068638002,20.247141286964,20.491024009068 "B",20.113462723908 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",240.36877749208,243.41806778801,242.02938637102 "B",241.10788564803 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.622111879056,13.496646897984,13.490131499013 "B",13.595283641014 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",11.168774520978,10.726454299991,10.91126823693 "B",10.502261226997 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",14.410101735033,14.431439984008,14.470028887969 "B",14.17223654699 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",16.485439324984,16.858958222903,17.046297871042 "B",16.168882176979 "Apache Spark 3.3 - Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",15.540261185961,15.844846300082,15.49717772007 "B",15.343000675086 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",35.765557753039,36.47186327097,34.952796255006 "B",36.034906099085 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",242.383753067,239.74249556405,240.88610777503 "B",244.00929102802 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.600244613015,13.583598637022,13.602533275029 "B",13.534951233072 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",14.938421592,14.841739304014,15.079067833954 "B",15.57969576295 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",25.43571460899,25.682214432978,25.841744350037 "B",26.994946547085 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",30.962085753097,29.919313892955,29.553723833058 "B",30.548412621953 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",28.818345944979,28.936249195016,28.56419531093 "B",30.287888315972 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",35.944494390045,36.697543423972,36.20541110402 "B",36.356615178986 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",240.35978885903,243.87979136198,242.04386489897 "B",243.76751526096 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.608657427947,13.492300768034,13.638575360994 "B",13.482445086003 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",16.010810007923,15.410172648961,15.92637401598 "B",15.79347890697 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",26.35709489102,25.673339356086,27.340882614953 "B",26.542375367018 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",30.325635573012,30.274577836972,30.491179535049 "B",30.833766884985 "Apache Spark 3.3 - Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",29.219373770989,29.301735994988,29.785230593057 "B",29.557137890952 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time", Lower Results Are Better "A",68.979241736932,70.648880323046,70.310949328938 "B",69.508063280024 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark", Lower Results Are Better "A",247.91504176299,246.61175418901,247.66059042199 "B",246.27909458708 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.665783363977,13.537540192017,13.531281256001 "B",13.648803484975 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Group By Test Time", Lower Results Are Better "A",34.501438571024,33.552638084046,33.804192236974 "B",34.836852049921 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Repartition Test Time", Lower Results Are Better "A",51.257629762986,49.667893645004,49.216727349907 "B",50.271408156957 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time", Lower Results Are Better "A",59.093502006959,60.800817070995,57.857155998005 "B",59.735179066076 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",57.965943165007,60.015863477951,60.233533613966 "B",59.062869369052 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time", Lower Results Are Better "A",70.483471285086,70.185323843965,70.648816179018 "B",70.429214634933 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark", Lower Results Are Better "A",247.03292566002,247.50021627801,245.07379753096 "B",250.14783683303 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "A",13.828448196989,13.810603504069,13.853757378994 "B",13.727548151975 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Group By Test Time", Lower Results Are Better "A",34.342479967047,34.19447452703,35.589011395932 "B",34.913376907003 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Repartition Test Time", Lower Results Are Better "A",51.459504418075,50.148786691949,50.807074457989 "B",50.243655705941 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time", Lower Results Are Better "A",61.980310968007,60.688654630911,62.169271768071 "B",61.548143171007 "Apache Spark 3.3 - Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time", Lower Results Are Better "A",60.165845039999,62.27424474794,63.096338118077 "B",61.78872439696