diff --git a/11.csv b/11.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b5ffe8162fb0ac84374c55834ea62345258091f
--- /dev/null
+++ b/11.csv
@@ -0,0 +1,7650 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
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+hive-default,hive,native,unlimited,-1,-1,10000,0,0,1.55826997756958,1565729,154,0.23,2.13,0,165652,,,
+hive-default,hive,native,unlimited,-1,-1,100000,0,0,4.304254055023193,15585597,887,0.58,4.39,0,250220,,,
+hive-default,hive,native,unlimited,-1,-1,1000000,0,0,31.480489015579224,155784384,8160,5.56,21.23,5,1118104,,,
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+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,gigabitethld,1000,0.3,100,4,0,0.008565187454223633,6020,9,0.0,0.0,0,1848,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,gigabitethld,1000,0.3,1000,4,0,0.013830900192260742,45347,10,0.0,0.0,0,1900,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,gigabitethld,1000,0.3,10000,4,0,0.08141207695007324,425270,45,0.0,0.0,0,1848,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,gigabitethld,1000,0.3,100000,4,0,0.7516369819641113,4224368,176,0.0,0.0,0,1948,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,gigabitethld,1000,0.3,1000000,4,0,7.255720138549805,42210320,1410,0.07,0.0,0,1896,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,1,4,0,0.6069860458374023,879,12,0.0,0.0,0,1848,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,100,4,0,0.6103651523590088,6716,22,0.0,0.0,0,1872,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,1000,4,0,0.9313578605651855,50099,101,0.0,0.0,0,1900,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,10000,4,0,1.3848600387573242,430576,130,0.0,0.0,0,1952,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,100000,4,0,5.097186088562012,4241236,399,0.0,0.0,0,1896,row,1000,lz4-heavy
+netcat-prot-row-chunk-1000-lz4-heavy,netcat,native,10mbitethhd,10,150,1000000,4,0,35.61789894104004,42270696,2387,0.07,0.0,0,1884,row,1000,lz4-heavy
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,1,4,0,0.0033500194549560547,560,8,0.0,0.0,0,1868,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,100,4,0,0.0029671192169189453,12097,18,0.0,0.0,0,1900,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,1000,4,0,0.003332853317260742,115091,41,0.0,0.0,0,1796,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,10000,4,0,0.007277011871337891,1125407,141,0.0,0.0,0,1792,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,100000,4,0,0.041307926177978516,11248582,1189,0.0,0.0,0,1792,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,unlimited,-1,-1,1000000,4,0,0.17907214164733887,112217496,8241,0.06,0.0,0,1844,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1,4,0,0.004339933395385742,560,8,0.0,0.0,0,1848,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,100,4,0,0.004083156585693359,11629,9,0.0,0.0,0,2000,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1000,4,0,0.011717081069946289,113895,18,0.0,0.0,0,1936,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,10000,4,0,0.02052617073059082,1121039,57,0.0,0.0,0,1888,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,100000,4,0,0.1064138412475586,11202250,298,0.0,0.0,0,1872,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1000000,4,0,0.9367611408233643,111931970,2734,0.06,0.0,0,1900,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,1,4,0,0.6110320091247559,1128,16,0.0,0.0,0,1896,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,100,4,0,0.6187238693237305,11765,11,0.0,0.0,0,1888,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,1000,4,0,0.984389066696167,115003,32,0.0,0.0,0,1884,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,10000,4,0,2.089292049407959,1129239,207,0.0,0.0,0,1864,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,100000,4,0,10.905714988708496,11232160,790,0.01,0.0,0,1952,col,1000,
+netcat-prot-col-chunk-1000-None,netcat,native,10mbitethhd,10,150,1000000,4,0,91.5691978931427,112134670,6003,0.12,0.01,0,1876,col,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,1,4,0,0.004348039627075195,552,8,0.0,0.0,0,1876,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,100,4,0,0.003445863723754883,11785,14,0.0,0.0,0,1876,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,1000,4,0,0.004031181335449219,114091,41,0.0,0.0,0,1868,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,10000,4,0,0.0070037841796875,1119879,227,0.0,0.0,0,1900,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,100000,4,0,0.04684185981750488,11150142,1219,0.0,0.0,0,1876,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,unlimited,-1,-1,1000000,4,0,0.17673397064208984,111272716,9297,0.05,0.0,0,1932,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1,4,0,0.010221004486083984,552,8,0.0,0.0,0,1900,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,100,4,0,0.006707906723022461,11525,9,0.0,0.0,0,1908,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1000,4,0,0.005266904830932617,112895,18,0.0,0.0,0,1872,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,10000,4,0,0.01742410659790039,1111351,63,0.0,0.0,0,1852,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,100000,4,0,0.09767484664916992,11101834,290,0.0,0.0,0,1908,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,gigabitethld,1000,0.3,1000000,4,0,0.9218120574951172,110930646,2707,0.06,0.0,0,1848,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,10mbitethhd,10,150,1,4,0,0.609036922454834,1484,20,0.0,0.0,0,1904,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,10mbitethhd,10,150,100,4,0,0.618739128112793,14749,71,0.0,0.0,0,1896,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,10mbitethhd,10,150,1000,4,0,0.9891049861907959,115321,47,0.0,0.0,0,1792,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,10mbitethhd,10,150,10000,4,0,2.081645965576172,1116451,119,0.0,0.0,0,1956,row,1000,
+netcat-prot-row-chunk-1000-None,netcat,native,10mbitethhd,10,150,100000,4,0,10.717172145843506,11132614,817,0.0,0.0,0,1948,row,1000,
diff --git a/12.csv b/12.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcf91a8eced98ae4c6f5176bf35ba12bd01d5c91
--- /dev/null
+++ b/12.csv
@@ -0,0 +1,7723 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,1,0,0,0.06508302688598633,3532,41,0.0,0.02,0,5960,,,
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,100,0,0,0.07803988456726074,13963,41,0.0,0.02,0,5876,,,
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,1000,0,0,0.07242202758789062,110680,47,0.0,0.02,0,5828,,,
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,10000,0,0,0.13695192337036133,1065450,116,0.0,0.04,0,6792,,,
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,100000,0,0,0.461122989654541,10607922,370,0.0,0.22,0,6684,,,
+monetdb-colprot-nocomp,monetdb,native,unlimited,-1,-1,1000000,0,0,3.278958797454834,105953550,2979,0.02,2.04,0,6856,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,1,0,0,0.11600708961486816,3479,40,0.0,0.02,0,5792,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,100,0,0,0.09026598930358887,13963,41,0.0,0.02,0,5708,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,1000,0,0,0.10911417007446289,110604,45,0.0,0.02,0,5780,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,10000,0,0,0.15624499320983887,1063059,70,0.0,0.04,0,6768,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,100000,0,0,0.6731550693511963,10606468,342,0.0,0.3,0,6608,,,
+monetdb-colprot-nocomp,monetdb,native,gigabitethld,1000,0.3,1000000,0,0,4.22878098487854,105956085,3064,0.05,2.12,0,6828,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,1,0,0,2.532486915588379,3703,45,0.0,0.03,0,5936,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,100,0,0,2.5260250568389893,13961,41,0.0,0.02,0,5780,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,1000,0,0,2.6137659549713135,110525,44,0.0,0.04,0,5840,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,10000,0,0,4.128185033798218,1063578,80,0.0,0.07,0,6808,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,100000,0,0,15.044379949569702,10609321,361,0.0,0.4,0,6776,,,
+monetdb-colprot-nocomp,monetdb,native,10mbitethhd,10,150,1000000,0,0,122.67974591255188,105961472,3094,0.02,3.57,0,6612,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,1,0,0,0.06877589225769043,3034,41,0.0,0.02,0,6024,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,100,0,0,0.07227802276611328,8411,41,0.0,0.01,0,6012,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,1000,0,0,0.0678398609161377,51862,44,0.0,0.02,0,6096,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,10000,0,0,0.12285709381103516,473227,77,0.0,0.04,0,7364,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,100000,0,0,0.5905919075012207,4692240,207,0.0,0.29,0,7292,,,
+monetdb-colprot-compsnappy,monetdb,native,unlimited,-1,-1,1000000,0,0,2.9197299480438232,46859041,1539,0.04,1.62,0,7296,,,
+monetdb-colprot-compsnappy,monetdb,native,gigabitethld,1000,0.3,1,0,0,0.0709829330444336,2983,40,0.0,0.01,0,5912,,,
+monetdb-colprot-compsnappy,monetdb,native,gigabitethld,1000,0.3,100,0,0,0.08146500587463379,8413,41,0.0,0.01,0,5996,,,
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+monetdb-colprot-compsnappy,monetdb,native,gigabitethld,1000,0.3,100000,0,0,0.5621590614318848,4691865,200,0.0,0.22,0,7380,,,
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+monetdb-colprot-complz4,monetdb,native,unlimited,-1,-1,1000000,0,0,3.2270967960357666,48208218,1537,0.02,1.84,0,7272,,,
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+monetdb-colprot-complz4,monetdb,native,gigabitethld,1000,0.3,100,0,0,0.06712698936462402,8654,41,0.0,0.02,0,5864,,,
+monetdb-colprot-complz4,monetdb,native,gigabitethld,1000,0.3,1000,0,0,0.08998703956604004,53778,41,0.0,0.02,0,6036,,,
+monetdb-colprot-complz4,monetdb,native,gigabitethld,1000,0.3,10000,0,0,0.15113115310668945,485232,56,0.0,0.04,0,7124,,,
+monetdb-colprot-complz4,monetdb,native,gigabitethld,1000,0.3,100000,0,0,0.6010150909423828,4825954,200,0.0,0.22,0,7284,,,
+monetdb-colprot-complz4,monetdb,native,gigabitethld,1000,0.3,1000000,0,0,4.098257064819336,48216609,1662,0.03,1.57,0,7396,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,1,0,0,2.526571035385132,3191,45,0.0,0.03,0,5900,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,100,0,0,2.539792776107788,8655,41,0.0,0.03,0,5860,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,1000,0,0,2.567816972732544,53828,42,0.0,0.03,0,5792,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,10000,0,0,3.5608971118927,485492,61,0.0,0.06,0,7124,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,100000,0,0,10.265614986419678,4826839,217,0.0,0.35,0,7280,,,
+monetdb-colprot-complz4,monetdb,native,10mbitethhd,10,150,1000000,0,0,77.09278082847595,48217153,1673,0.01,3.62,0,7280,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,1,0,0,0.07105183601379395,2926,35,0.0,0.02,0,6008,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,100,0,0,0.07097220420837402,17925,38,0.0,0.02,0,6068,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,1000,0,0,0.08000588417053223,158319,89,0.0,0.02,0,6080,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,10000,0,0,0.13515305519104004,1557906,595,0.0,0.05,0,5956,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,100000,0,0,0.6319770812988281,15660828,5660,0.03,0.28,0,6036,,,
+monetdb-prot9,monetdb,native,unlimited,-1,-1,1000000,0,0,4.176236152648926,157462392,55487,0.18,2.75,0,6084,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,1,0,0,0.0777750015258789,2926,35,0.0,0.01,0,5996,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,100,0,0,0.07656407356262207,17924,38,0.0,0.01,0,6216,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,1000,0,0,0.09463214874267578,157330,70,0.0,0.02,0,6096,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,10000,0,0,0.15247607231140137,1540279,256,0.0,0.04,0,6232,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,100000,0,0,0.6414549350738525,15570660,3926,0.03,0.23,0,6032,,,
+monetdb-prot9,monetdb,native,gigabitethld,1000,0.3,1000000,0,0,4.055644989013672,156881561,43992,0.16,2.74,0,6072,,,
+monetdb-prot9,monetdb,native,10mbitethhd,10,150,1,0,0,2.2154600620269775,2925,35,0.0,0.02,0,6116,,,
+monetdb-prot9,monetdb,native,10mbitethhd,10,150,100,0,0,2.230863094329834,17922,38,0.0,0.03,0,6120,,,
+monetdb-prot9,monetdb,native,10mbitethhd,10,150,1000,0,0,2.6217708587646484,156604,56,0.0,0.04,0,5948,,,
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diff --git a/13.csv b/13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd56f8cf1a6663c58cdbd41f5bff6b7fe70f7bfe
--- /dev/null
+++ b/13.csv
@@ -0,0 +1,92 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
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+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,100,0,0,0.08136200904846191,18964,50,0.0,0.02,0,7016,,,
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+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,10000,0,0,0.14924979209899902,1558846,605,0.0,0.04,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,100000,0,0,0.6309101581573486,15661853,5667,0.01,0.34,0,7132,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,1000000,0,0,4.453014135360718,157523298,56573,0.15,2.23,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,10000000,0,0,41.13437294960022,1585404984,570577,1.62,22.34,0,6996,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,1,0,0,0.14466500282287598,3970,47,0.0,0.02,3,7052,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,100,0,0,0.14071106910705566,18966,50,0.0,0.02,0,6996,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,1000,0,0,0.11768603324890137,158632,87,0.0,0.02,0,7040,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,10000,0,0,0.18657588958740234,1545536,349,0.01,0.03,0,7048,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,100000,0,0,0.7890810966491699,15589419,4273,0.03,0.21,0,6996,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,1000000,0,0,4.874664068222046,156968344,45314,0.24,1.99,0,6996,,,
+monetdb-prot9,monetdb,odbc-noprint,gigabitethld,1000,0.3,10000000,0,0,47.290393114089966,1584184015,544301,3.32,18.56,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.136331081390381,3760,43,0.0,0.03,0,6968,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.1952898502349854,84488,51,0.0,0.03,0,6996,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.5365869998931885,157387,63,0.0,0.03,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,4.839263200759888,1534972,110,0.0,0.08,0,6952,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,20.394433975219727,15418651,988,0.02,0.47,0,6940,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,163.33002400398254,157166024,48226,0.46,4.67,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,1,-1,596538904,207033,1.95,17.67,0,6864,,,
diff --git a/42.csv b/42.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09080288860b88beccf52c0ed455b2be7975e714
--- /dev/null
+++ b/42.csv
@@ -0,0 +1,946 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1,0,0,0.07265591621398926,10602,39,0.0,0.02,0,27376,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,100,0,0,0.12671685218811035,23817,45,0.0,0.02,1,27868,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1000,0,0,0.0672609806060791,143173,69,0.0,0.02,0,27792,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,10000,0,0,0.11566495895385742,1323365,289,0.0,0.05,0,27724,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,100000,0,0,0.79746413230896,13233197,2504,0.08,0.32,0,27568,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1000000,0,0,6.7440900802612305,132186217,23130,0.68,2.8,0,27788,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,10000000,0,0,65.28193092346191,1331288857,242186,13.61,20.07,0,27520,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,1,0,0,1.0160119533538818,4058,21,0.0,0.07,0,36732,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,100,0,0,0.5406219959259033,20030,21,0.01,0.06,0,36664,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,1000,0,0,0.5725188255310059,167035,30,0.01,0.06,0,36500,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,10000,0,0,0.6154241561889648,1624154,118,0.01,0.08,0,36640,,,
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+postgres-default,postgres,odbc-noprint,unlimited,-1,-1,1,0,0,0.048365116119384766,9640,29,0.0,0.02,0,10072,,,
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+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.5365869998931885,157387,63,0.0,0.03,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,4.839263200759888,1534972,110,0.0,0.08,0,6952,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,20.394433975219727,15418651,988,0.02,0.47,0,6940,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,163.33002400398254,157166024,48226,0.46,4.67,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,1,-1,596538904,207033,1.95,17.67,0,6864,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.1430020332336426,5566,51,0.0,0.03,0,6996,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.13875412940979,9384,54,0.0,0.02,0,7036,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.457515001296997,52847,57,0.0,0.02,0,7124,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,3.993320941925049,473733,81,0.0,0.04,0,8440,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,7.779556035995483,4696118,278,0.0,0.1,0,8500,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,42.04910397529602,46852663,1360,0.01,0.64,0,8472,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,0,383.5903949737549,468486921,13145,0.14,5.9,0,8472,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.1449050903320312,4010,53,0.0,0.03,0,7196,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.149772882461548,8816,54,0.0,0.04,0,7048,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.18186616897583,47109,55,0.0,0.03,0,7108,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,3.956238031387329,419939,81,0.0,0.04,0,8388,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,7.304577112197876,4168023,264,0.01,0.09,0,10220,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,38.09606194496155,41830093,1245,0.04,0.58,0,27740,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,0,347.495148897171,420403000,11762,0.38,5.58,0,203592,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.1602399349212646,3984,53,0.0,0.03,0,7020,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.1414339542388916,8785,53,0.0,0.03,0,6992,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.4552001953125,48894,60,0.0,0.04,0,7336,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,3.989320993423462,439224,82,0.0,0.06,0,10860,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,7.4576380252838135,4359399,268,0.0,0.19,0,13956,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,39.438302993774414,43534713,1244,0.05,1.43,0,13956,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,0,356.6139090061188,437287140,11019,0.14,14.65,0,14104,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.1603481769561768,3953,53,0.0,0.03,0,6904,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.1425251960754395,9640,54,0.0,0.04,0,7216,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.47145414352417,54919,57,0.0,0.03,0,7156,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,4.023201942443848,489064,88,0.0,0.04,0,8384,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,7.858366966247559,4830427,282,0.0,0.09,0,8632,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,43.35284209251404,48203289,1418,0.02,0.52,0,8504,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,0,394.4048979282379,481901093,12903,0.1,5.04,0,8692,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.1345019340515137,6191,59,0.0,0.02,0,7208,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.145174980163574,9064,53,0.0,0.03,0,7044,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.4612059593200684,49572,57,0.0,0.03,0,7148,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,3.9662070274353027,438660,79,0.0,0.04,0,8412,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,100000,0,0,7.454696178436279,4354143,268,0.0,0.09,0,10172,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1000000,0,0,39.58169198036194,43676923,1241,0.03,0.51,0,27832,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,0,357.88842821121216,438700516,11223,0.31,4.89,0,203688,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.149448871612549,3974,53,0.0,0.03,0,6924,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,10mbitethhd,10,150,1,0,0,3.155428171157837,4501,53,0.0,0.04,0,6948,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,10mbitethhd,10,150,10000000,0,1,-1,738263114,18459,0.28,2.79,0,7780,,,
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+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,100,0,0,3.150815963745117,79301,56,0.0,0.03,0,7040,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,1000,0,0,3.501410961151123,98412,59,0.0,0.03,0,7032,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10mbitethhd,10,150,10000,0,0,4.4399518966674805,939422,121,0.0,0.04,0,8024,,,
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+netcat-prot-row-chunk-100000-None,netcat,native,10mbitethhd,10,150,10000000,0,0,0.6103498935699463,408,7,0.0,0.0,0,1932,row,100000,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1,1,0,0.10367989540100098,10603,39,0.02,0.02,0,27500,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,100,1,0,0.061808109283447266,23714,43,0.01,0.01,0,27348,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1000,1,0,0.06520605087280273,142914,64,0.01,0.01,0,27820,,,
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+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,1000000,1,0,7.212174892425537,132194153,23281,0.64,3.65,0,27292,,,
+oracle-default,oracle,odbc-noprint,unlimited,-1,-1,10000000,1,0,73.38156008720398,1331078205,238135,8.2,31.11,0,27640,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,1,1,0,0.11269903182983398,3904,18,0.01,0.07,0,36364,,,
+db2-default,db2,odbc-noprint,unlimited,-1,-1,100,1,0,0.11047506332397461,19876,18,0.01,0.06,0,34968,,,
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+postgres-default,postgres,odbc-noprint,unlimited,-1,-1,1,1,0,0.046193838119506836,9640,29,0.0,0.03,0,10116,,,
+postgres-default,postgres,odbc-noprint,unlimited,-1,-1,100,1,0,0.04575705528259277,29552,33,0.0,0.03,0,10080,,,
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+mariadb-default,mariadb,odbc-noprint,unlimited,-1,-1,1,1,0,0.4222888946533203,2878,22,0.0,0.0,17,5820,,,
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+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,1,1,0,1.107388973236084,4022,48,0.01,0.01,14,6920,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimited,-1,-1,100,1,0,0.09965085983276367,18967,50,0.0,0.02,0,7024,,,
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+hive-default,hive,native,unlimited,-1,-1,1,1,1,-1,100,2,0.09,0.84,0,95584,,,
+hive-default,hive,native,unlimited,-1,-1,100,1,1,-1,516,10,0.1,0.75,0,93348,,,
+hive-default,hive,native,unlimited,-1,-1,1000,1,1,-1,100,2,0.09,0.81,0,96636,,,
+hive-default,hive,native,unlimited,-1,-1,10000,1,1,-1,100,2,0.08,0.9,0,94692,,,
+hive-default,hive,native,unlimited,-1,-1,100000,1,1,-1,0,0,0.06,0.67,0,63184,,,
+hive-default,hive,native,unlimited,-1,-1,1000000,1,1,-1,0,0,0.02,0.16,0,39036,,,
+hive-default,hive,native,unlimited,-1,-1,10000000,1,1,-1,0,0,0.04,0.12,0,38840,,,
diff --git a/43.csv b/43.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef32baa99afa79483d16abe4748953be3e36c1eb
--- /dev/null
+++ b/43.csv
@@ -0,0 +1,6518 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.0725259780883789,10603,39,0.01,0.02,0,27364,,,
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.06823205947875977,23714,43,0.0,0.03,0,27580,,,
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.07589101791381836,143122,68,0.01,0.02,0,27488,,,
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.11753296852111816,1324874,318,0.01,0.04,0,27568,,,
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.698131799697876,13231585,2473,0.08,0.32,0,27792,,,
+oracle-default,oracle,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,6.1231279373168945,132233693,24043,0.46,3.18,0,27764,,,
+db2-default,db2,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.16878604888916016,4008,20,0.01,0.07,0,35996,,,
+db2-default,db2,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.10362100601196289,19876,18,0.01,0.06,0,38396,,,
+db2-default,db2,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.12973308563232422,166829,26,0.01,0.08,0,37968,,,
+db2-default,db2,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.19517898559570312,1623948,114,0.01,0.11,0,38228,,,
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+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.33395910263061523,4293,53,0.0,0.03,0,7188,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.2958831787109375,18912,48,0.0,0.02,0,7036,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.33228206634521484,157387,63,0.0,0.02,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.46236109733581543,1532224,93,0.0,0.04,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,1.2180721759796143,15496911,2498,0.01,0.23,0,7016,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,8.03525185585022,157183300,50010,0.34,1.99,0,7016,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3261690139770508,3861,52,0.0,0.03,0,7048,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.2949340343475342,9279,52,0.0,0.02,0,7040,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.3206028938293457,53107,62,0.0,0.02,0,7136,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.41330599784851074,473887,83,0.0,0.03,0,8476,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.5463430881500244,4692999,220,0.0,0.04,0,8480,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.668015956878662,46858048,1501,0.02,0.32,0,8472,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3173699378967285,3801,49,0.0,0.02,0,7008,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.3144569396972656,8974,55,0.0,0.02,0,7056,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.29955291748046875,47164,55,0.0,0.02,0,7232,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.39841699600219727,419832,79,0.0,0.03,0,8440,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.5910179615020752,4165789,223,0.0,0.05,0,10204,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.7244880199432373,41828025,1281,0.03,0.31,0,27812,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3178980350494385,3882,51,0.0,0.02,0,7204,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.31042003631591797,8788,51,0.0,0.02,0,7060,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.3373589515686035,48611,54,0.0,0.02,0,7352,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.389631986618042,437433,80,0.0,0.03,0,10924,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.6073939800262451,4357681,235,0.0,0.1,0,14048,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.8001668453216553,43536798,1321,0.02,0.72,0,14028,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3808109760284424,3800,50,0.0,0.03,0,7024,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.30895400047302246,9590,53,0.0,0.02,0,6980,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.32984185218811035,54869,55,0.0,0.02,0,7284,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.37300586700439453,486885,84,0.0,0.02,0,8696,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.5665128231048584,4827414,228,0.0,0.04,0,8536,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.5846779346466064,48201342,1420,0.03,0.21,0,8616,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3185000419616699,3914,51,0.0,0.02,0,6996,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.2838399410247803,9064,53,0.0,0.02,0,6956,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.3118159770965576,49522,56,0.0,0.02,0,7344,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.4000380039215088,438763,80,0.0,0.02,0,8464,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.6611499786376953,4349882,187,0.0,0.04,0,10160,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.5841870307922363,43676744,1273,0.04,0.19,0,27916,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.29795289039611816,3975,53,0.0,0.02,0,7096,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.28704404830932617,9285,55,0.0,0.02,0,7040,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.3249180316925049,52826,57,0.0,0.02,0,7324,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.3851659297943115,471281,83,0.0,0.03,0,11004,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.5858879089355469,4665802,262,0.01,0.08,0,14056,,,
+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,1.8531990051269531,46564747,1380,0.05,0.65,0,14000,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.30811595916748047,4292,49,0.0,0.02,0,7040,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.31348490715026855,14983,53,0.0,0.02,0,6936,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.3307628631591797,111649,59,0.0,0.02,0,7100,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.4298970699310303,1065995,128,0.0,0.02,0,8020,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.6450169086456299,10610416,415,0.0,0.04,0,8108,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,2.25982403755188,105939502,2757,0.05,0.13,0,8136,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.3140418529510498,4441,49,0.0,0.01,0,7028,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.2861039638519287,13729,54,0.0,0.02,0,7052,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.32651400566101074,98411,57,0.0,0.02,0,7100,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.3930380344390869,936987,115,0.0,0.02,0,7964,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.670767068862915,9347830,383,0.0,0.04,0,9724,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,2.1237080097198486,93688314,2475,0.02,0.18,0,27464,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,0,0,0.32951903343200684,4283,49,0.0,0.02,0,7020,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,0,0,0.31589698791503906,13942,52,0.0,0.02,0,7092,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,0,0,0.32964420318603516,104794,63,0.0,0.02,0,7372,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,0,0,0.414417028427124,977253,118,0.0,0.04,0,10548,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,0,0,0.6285841464996338,9807014,392,0.0,0.08,0,13584,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,0,0,2.2051010131835938,98049718,2515,0.01,0.54,0,13552,,,
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04395103454589844,578,7,0.0,0.0,0,1996,col,100000,snappy
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04503011703491211,6157,9,0.0,0.0,0,1932,col,100000,snappy
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.06540203094482422,50714,11,0.0,0.0,0,1892,col,100000,snappy
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.0939638614654541,498847,50,0.0,0.0,0,1996,col,100000,snappy
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.19022917747497559,4993485,252,0.0,0.0,0,1940,col,100000,snappy
+netcat-prot-col-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,0.6247549057006836,49889834,1301,0.06,0.0,0,1856,col,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04372215270996094,518,7,0.0,0.0,0,1960,row,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04319286346435547,6607,8,0.0,0.0,0,1824,row,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.06374502182006836,58173,11,0.0,0.0,0,1888,row,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.08979487419128418,573422,55,0.0,0.0,0,1860,row,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.1907649040222168,5730002,267,0.0,0.0,0,1884,row,100000,snappy
+netcat-prot-row-chunk-100000-snappy,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,0.6829650402069092,57228528,1479,0.06,0.0,0,1824,row,100000,snappy
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04370617866516113,502,7,0.0,0.0,0,1828,col,100000,gzip
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04636120796203613,4611,8,0.0,0.0,0,1860,col,100000,gzip
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.046640872955322266,34712,9,0.0,0.0,0,1856,col,100000,gzip
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.08632707595825195,335435,27,0.0,0.0,0,1824,col,100000,gzip
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.5676519870758057,3360234,135,0.01,0.0,0,1820,col,100000,gzip
+netcat-prot-col-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,4.327378988265991,33629033,1073,0.07,0.0,0,1752,col,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04547905921936035,554,7,0.0,0.0,0,1888,row,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.046629905700683594,5145,8,0.0,0.0,0,1892,row,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.04369688034057617,41124,9,0.0,0.0,0,1824,row,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.11205482482910156,396828,29,0.0,0.0,0,1932,row,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.6105859279632568,3955203,166,0.0,0.0,0,1884,row,100000,gzip
+netcat-prot-row-chunk-100000-gzip,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,5.810353994369507,39515030,1403,0.07,0.0,0,1888,row,100000,gzip
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04407787322998047,552,7,0.0,0.0,0,1824,col,100000,xz
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04336905479431152,4192,7,0.0,0.0,0,1824,col,100000,xz
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.06809401512145996,28064,9,0.0,0.0,0,1872,col,100000,xz
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.4765198230743408,252512,25,0.0,0.0,0,1872,col,100000,xz
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,6.584207057952881,2461776,181,0.03,0.0,0,1820,col,100000,xz
+netcat-prot-col-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,76.26343488693237,24384392,1755,0.23,0.0,0,1824,col,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04538583755493164,552,7,0.0,0.0,0,1884,row,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04388284683227539,4868,8,0.0,0.0,0,1884,row,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.08524489402770996,36516,9,0.0,0.0,0,1892,row,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.6394171714782715,319828,29,0.0,0.0,0,1952,row,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,8.987426042556763,2975524,219,0.03,0.0,0,1944,row,100000,xz
+netcat-prot-row-chunk-100000-xz,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,87.36608600616455,29006264,2090,0.15,0.0,0,1872,row,100000,xz
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.04910588264465332,560,7,0.0,0.0,0,1876,col,100000,
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.0508120059967041,11437,8,0.0,0.0,0,1944,col,100000,
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.06815385818481445,111771,15,0.0,0.0,0,1756,col,100000,
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.10734415054321289,1103363,98,0.0,0.0,0,1888,col,100000,
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.2651560306549072,11008966,393,0.0,0.0,0,1896,col,100000,
+netcat-prot-col-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,1000000,0,0,1.4045679569244385,109947748,2712,0.07,0.0,0,1876,col,100000,
+netcat-prot-row-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,1,0,0,0.045954227447509766,500,7,0.0,0.0,0,1820,row,100000,
+netcat-prot-row-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,100,0,0,0.04613184928894043,11429,9,0.0,0.0,0,1824,row,100000,
+netcat-prot-row-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,1000,0,0,0.06716585159301758,111807,15,0.0,0.0,0,1856,row,100000,
+netcat-prot-row-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,10000,0,0,0.11427497863769531,1103371,99,0.0,0.0,0,1952,row,100000,
+netcat-prot-row-chunk-100000-None,netcat,native,10ms-1000mb/s,1000,10,100000,0,0,0.26942992210388184,11008078,393,0.0,0.0,0,1956,row,100000,
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+db2-default,db2,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,1.9196228981018066,166777,25,0.01,0.11,0,38484,,,
+db2-default,db2,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,7.61658501625061,1624988,134,0.01,0.15,0,35992,,,
+db2-default,db2,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,64.64908719062805,16225375,1136,0.04,0.34,0,38300,,,
+db2-default,db2,odbc-noprint,100ms-10mb/s,10,100,1000000,0,1,-1,153205910,10588,0.14,2.55,0,37884,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,1,0,0,1.510462999343872,74639,40,0.0,0.04,0,10256,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,100,0,0,1.5024189949035645,31272,36,0.0,0.05,0,10172,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,1.805582046508789,213191,55,0.02,0.04,0,10772,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,3.487971067428589,2084501,108,0.02,0.09,0,17564,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,18.64993715286255,20325646,1617,0.15,0.47,0,87736,,,
+postgres-default,postgres,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,171.74720120429993,204339460,27814,1.97,4.05,0,788636,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,1.6347250938415527,2885,21,0.0,0.0,0,5908,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,1.6386370658874512,15534,22,0.0,0.0,0,5908,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,1.9206738471984863,134274,38,0.0,0.01,0,6040,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,3.06551194190979,1313893,128,0.01,0.01,0,8620,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,12.773246049880981,13197122,610,0.03,0.17,0,34424,,,
+mariadb-default,mariadb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,109.0399899482727,132902813,6866,0.32,1.34,0,292116,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.1564829349517822,4333,54,0.0,0.03,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.1413791179656982,18912,49,0.0,0.03,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.431272029876709,157803,71,0.0,0.02,0,7060,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,3.6825530529022217,1535128,114,0.0,0.08,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,17.66454315185547,15420366,1021,0.01,0.47,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,151.55698204040527,157071798,46452,0.6,4.47,0,6980,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.1446030139923096,4174,57,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.139341115951538,9590,58,0.0,0.02,0,7212,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.3605620861053467,53449,67,0.0,0.04,0,7148,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.8501029014587402,476374,96,0.0,0.04,0,8504,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,6.356796979904175,4696589,287,0.0,0.09,0,8472,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,40.70690321922302,46856571,1470,0.02,0.61,0,8500,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.159677028656006,4011,53,0.0,0.03,0,7200,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.145761013031006,9180,61,0.0,0.03,0,7012,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.17362380027771,47164,56,0.0,0.02,0,7140,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.798941135406494,420302,88,0.0,0.04,0,8392,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,6.126877069473267,4171084,287,0.0,0.1,0,10200,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,36.7526319026947,41831010,1298,0.04,0.59,0,27788,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.1688759326934814,4555,64,0.0,0.03,0,7200,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.1514248847961426,8785,53,0.0,0.04,0,7136,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.356642007827759,49495,73,0.0,0.02,0,7396,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.8348140716552734,437330,80,0.01,0.04,0,10996,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,6.158211946487427,4359971,279,0.01,0.18,0,13984,,,
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+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.1275768280029297,3956,53,0.0,0.02,0,7204,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.1369118690490723,9590,53,0.0,0.03,0,7144,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.370529890060425,55336,65,0.0,0.04,0,7168,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.852896213531494,486992,84,0.0,0.04,0,8568,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,6.519023895263672,4831573,304,0.0,0.09,0,8456,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,41.88327383995056,48208828,1522,0.02,0.53,0,8480,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.135129928588867,4795,68,0.0,0.03,0,6968,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.1523709297180176,9115,54,0.0,0.03,0,7020,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.364240884780884,49730,61,0.0,0.04,0,7340,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.8153061866760254,438866,83,0.0,0.04,0,8500,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,6.127753019332886,4354560,276,0.02,0.08,0,10244,,,
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+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,2.8524699211120605,471228,84,0.0,0.05,0,11012,,,
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+monetdb-prot10-lz4-protobuf,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,40.56964898109436,46571382,1469,0.01,1.41,0,13952,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.1398398876190186,4864,60,0.0,0.03,0,7028,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.148736000061035,14981,54,0.0,0.03,0,7096,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.4089138507843018,112199,69,0.0,0.02,0,7060,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,3.3430819511413574,1068299,130,0.0,0.03,0,7948,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,11.21382212638855,10612702,457,0.0,0.08,0,8108,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,88.36374497413635,105960738,3051,0.02,0.46,0,7976,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1,0,0,2.142904043197632,4910,58,0.0,0.03,0,7200,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100,0,0,2.1350932121276855,14142,62,0.0,0.02,0,6984,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000,0,0,2.383336067199707,98724,65,0.0,0.02,0,7104,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,10000,0,0,3.2432122230529785,937350,117,0.0,0.04,0,8052,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,100000,0,0,10.113945007324219,9352015,424,0.0,0.08,0,9728,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-10mb/s,10,100,1000000,0,0,78.58704710006714,93703135,2681,0.04,0.44,0,27468,,,
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+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1,1,0,0.328035831451416,4085,49,0.0,0.02,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,100,1,0,0.3076920509338379,18914,48,0.0,0.02,0,7108,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1000,1,0,0.3256351947784424,159562,69,0.0,0.02,0,7028,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,10000,1,0,0.43963098526000977,1532169,93,0.0,0.04,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,100000,1,0,1.1700630187988281,15497949,2513,0.02,0.22,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1000000,1,0,8.116836071014404,157046876,47413,0.24,2.1,0,7108,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1,1,0,0.3181498050689697,3757,49,0.0,0.03,0,7028,,,
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+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1000,1,0,0.3453819751739502,53211,63,0.0,0.02,0,7192,,,
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+monetdb-prot10-lz4-none,monetdb,odbc-noprint,10ms-unlimitedmb/s,-1,10,1,1,0,0.318310022354126,3747,49,0.0,0.03,0,7044,,,
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+netcat-prot-row-chunk-100000-None,netcat,native,10ms-unlimitedmb/s,-1,10,1000000,1,0,0.8995180130004883,109938504,2704,0.04,0.01,0,1884,row,100000,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.4179198741912842,10386,35,0.01,0.01,0,27784,,,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.4567909240722656,23601,43,0.01,0.02,0,27880,,,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.5746281147003174,142697,60,0.01,0.02,0,27876,,,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,1.8417952060699463,1321589,255,0.01,0.06,0,27380,,,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,14.53685998916626,13205420,1972,0.04,0.5,0,27568,,,
+oracle-default,oracle,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,142.25183415412903,132058020,20486,0.31,4.94,0,27668,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.25450921058654785,3852,17,0.01,0.08,0,36068,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.2678849697113037,19772,16,0.0,0.09,0,36068,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.31148219108581543,166725,25,0.01,0.08,0,38380,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.8429279327392578,1623844,113,0.01,0.1,0,36308,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,6.3804261684417725,16215303,1015,0.02,0.26,0,36292,,,
+db2-default,db2,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,60.53579902648926,162066812,9989,0.1,1.77,0,36132,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.21541595458984375,4976,20,0.0,0.03,0,9824,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.21749496459960938,29336,31,0.0,0.04,0,10020,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.24463891983032227,210975,45,0.01,0.04,0,10728,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.2993319034576416,2015913,87,0.02,0.06,0,17824,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,0.584406852722168,20230910,1281,0.08,0.26,0,87576,,,
+postgres-default,postgres,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,3.7268059253692627,204646056,32976,1.02,2.29,0,786888,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.19069504737854004,4846,24,0.0,0.0,0,5872,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.1804208755493164,15535,22,0.0,0.0,0,5840,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.21456694602966309,133703,29,0.0,0.0,0,6204,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.2710871696472168,1311294,78,0.0,0.01,0,8740,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,0.5127570629119873,13204687,794,0.02,0.08,0,34428,,,
+mariadb-default,mariadb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,4.271872043609619,133138706,11514,0.26,0.81,0,292012,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.30423903465270996,3980,47,0.0,0.02,0,7076,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.3054380416870117,18912,47,0.0,0.02,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.3169069290161133,157384,61,0.0,0.02,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.41959190368652344,1532172,92,0.0,0.04,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,1.1724529266357422,15489422,2349,0.01,0.22,0,7032,,,
+monetdb-prot9,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,8.21015214920044,157232144,50951,0.33,2.03,0,6984,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1,1,0,0.29733705520629883,3759,49,0.0,0.03,0,6952,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100,1,0,0.3067820072174072,9329,53,0.0,0.02,0,7040,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.3173329830169678,52740,55,0.0,0.02,0,7160,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.391510009765625,473680,83,0.0,0.02,0,8564,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,100000,1,0,0.5533380508422852,4691909,200,0.0,0.06,0,8476,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000000,1,0,1.5886449813842773,46853352,1448,0.02,0.25,0,8476,,,
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+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,1000,1,0,0.3080151081085205,47058,54,0.0,0.02,0,7140,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,10ms-1000mb/s,1000,10,10000,1,0,0.41147398948669434,419991,82,0.0,0.02,0,8408,,,
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+monetdb-prot9,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,6.745990991592407,15482040,2207,0.02,0.42,0,7052,,,
+monetdb-prot9,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,32.433485984802246,156723307,41153,0.31,3.2,0,7012,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1244828701019287,12818,71,0.0,0.03,0,7012,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1232359409332275,9329,53,0.0,0.02,0,7040,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.319222927093506,52845,57,0.0,0.02,0,7132,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.576047897338867,474146,89,0.0,0.02,0,8504,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.2499799728393555,4697150,262,0.0,0.06,0,8500,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,6.705655097961426,46855484,1486,0.03,0.44,0,8484,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1366829872131348,4549,63,0.0,0.02,0,7024,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1393520832061768,9180,61,0.0,0.02,0,7020,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.1354570388793945,47057,54,0.0,0.03,0,7328,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.55680513381958,420303,88,0.0,0.03,0,8428,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.107692003250122,4166517,235,0.0,0.07,0,10192,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,6.425326824188232,41830728,1330,0.01,0.41,0,27812,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1382081508636475,58607,63,0.0,0.02,0,7020,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.132589101791382,11378,67,0.0,0.03,0,7080,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.3400068283081055,49024,64,0.0,0.02,0,7400,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.586710214614868,437277,79,0.0,0.04,0,11004,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.145578145980835,4358254,246,0.0,0.14,0,14000,,,
+monetdb-prot10-snappy-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,6.577905178070068,43537627,1337,0.02,1.01,0,14008,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1343600749969482,4077,55,0.0,0.02,0,7032,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1264050006866455,10421,69,0.0,0.03,0,7072,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.332716941833496,54867,56,0.0,0.03,0,7248,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.5637471675872803,487303,90,0.0,0.03,0,8452,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.160209894180298,4828763,250,0.0,0.08,0,8480,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,6.7524778842926025,48207262,1496,0.01,0.42,0,8496,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1315698623657227,4142,55,0.0,0.02,0,7132,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1211650371551514,9478,61,0.0,0.02,0,7112,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.3460140228271484,49936,64,0.0,0.02,0,7160,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.5646541118621826,439075,87,0.0,0.03,0,8400,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.1063179969787598,4352583,238,0.02,0.05,0,10228,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1342389583587646,5040,63,0.0,0.02,0,7084,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1268880367279053,14981,54,0.0,0.02,0,7128,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.559641122817993,10610621,417,0.01,0.06,0,7976,,,
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+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.124544858932495,4772,55,0.0,0.03,0,7192,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.1177499294281006,14561,70,0.0,0.02,0,7128,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.3345890045166016,98410,59,0.0,0.02,0,7128,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.7830440998077393,937613,122,0.0,0.04,0,7980,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.524289131164551,9348090,386,0.01,0.06,0,9732,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,9.693265914916992,93689408,2494,0.05,0.33,0,27368,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1,1,0,2.1266579627990723,12669,76,0.0,0.02,0,7084,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100,1,0,2.122788906097412,14015,54,0.0,0.03,0,6964,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000,1,0,2.326719045639038,102698,59,0.0,0.02,0,7392,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,10000,1,0,2.7838969230651855,977513,124,0.0,0.05,0,10460,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,100000,1,0,3.5356788635253906,9807430,401,0.02,0.12,0,13508,,,
+monetdb-prot10-none-protobuf,monetdb,odbc-noprint,100ms-1000mb/s,1000,100,1000000,1,0,10.078960180282593,98052629,2570,0.02,1.12,0,13648,,,
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diff --git a/44.csv b/44.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f43d904f6a2b17232dc9a6b6b2f215097e1edd13
--- /dev/null
+++ b/44.csv
@@ -0,0 +1,936 @@
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diff --git a/45.csv b/45.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08b41ce1794c4d86c61d9f22f334a55e368ee503
--- /dev/null
+++ b/45.csv
@@ -0,0 +1,451 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
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+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.6443519592285156,67754430,1563,0.02,0.24,0,8480,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.0361330509185791,5576,54,0.0,0.02,0,7112,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.034219980239868164,11170,55,0.0,0.02,0,7120,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.03394579887390137,55873,55,0.0,0.02,0,7160,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.048738956451416016,483496,66,0.0,0.02,0,8520,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.1056220531463623,4785108,194,0.0,0.04,0,8432,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.6304528713226318,47776137,1246,0.01,0.27,0,8588,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.0448610782623291,5669,54,0.0,0.03,0,7044,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.038928985595703125,12003,55,0.0,0.02,0,7048,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.0374908447265625,57425,55,0.0,0.02,0,7092,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.040464162826538086,548724,70,0.0,0.02,0,8440,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.09200692176818848,6380203,211,0.0,0.04,0,10320,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.613785982131958,64367016,1555,0.04,0.26,0,28104,,,
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+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.03550004959106445,50525,55,0.0,0.02,0,7192,,,
+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.04357004165649414,434930,64,0.0,0.02,0,8440,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03631901741027832,13777,54,0.0,0.02,0,6948,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.03283286094665527,27394,55,0.0,0.02,0,6948,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.05048680305480957,13729712,359,0.0,0.04,0,7948,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.17641210556030273,137194866,3499,0.02,0.14,0,7928,,,
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+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.0424349308013916,2015185,95,0.0,0.02,0,8116,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.12718701362609863,20031803,409,0.01,0.1,0,8232,,,
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+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,0,0,0.03317713737487793,13780,54,0.0,0.02,0,7100,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,0,0,0.03902912139892578,19799,54,0.0,0.02,0,6988,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,0,0,0.040966033935546875,84562,57,0.0,0.03,0,7192,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,0,0,0.0432589054107666,757645,71,0.0,0.03,0,9348,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.13276982307434082,7780357,201,0.01,0.1,0,27364,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04253077507019043,3968,47,0.0,0.03,0,6988,,,
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+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.4852941036224365,15662582,5679,0.03,0.26,0,6984,,,
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+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.4918539524078369,66743103,1548,0.0,0.31,0,8484,,,
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+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03566122055053711,10919,55,0.0,0.02,0,7052,,,
+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.0345759391784668,50808,55,0.0,0.02,0,7196,,,
+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.04213094711303711,435358,67,0.0,0.02,0,8540,,,
+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.09879708290100098,4306061,176,0.01,0.04,0,10140,,,
+monetdb-prot10-strings-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.6350960731506348,43206648,1160,0.0,0.27,0,27808,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.034873008728027344,13779,54,0.0,0.02,0,7024,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03196907043457031,27393,55,0.0,0.02,0,7028,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.03241395950317383,150850,58,0.0,0.02,0,7040,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.03725409507751465,1385167,83,0.0,0.02,0,8228,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.0641489028930664,13728413,334,0.0,0.04,0,8036,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.1742410659790039,137185609,3321,0.02,0.14,0,8016,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03680300712585449,13956,54,0.0,0.02,0,6972,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03484702110290527,24389,54,0.0,0.02,0,6968,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.03350400924682617,120953,57,0.0,0.02,0,7072,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.041374921798706055,1073215,78,0.0,0.02,0,7952,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.07545089721679688,10614568,312,0.01,0.03,0,8128,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.37103796005249023,105937154,2530,0.02,0.2,0,8232,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03692293167114258,14032,56,0.0,0.02,0,6940,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03369593620300293,26088,54,0.0,0.02,0,7008,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.033856868743896484,137560,57,0.0,0.02,0,7088,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.04590296745300293,1255598,80,0.0,0.02,0,8148,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.054414987564086914,12464257,305,0.0,0.04,0,9824,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.1811079978942871,124900580,2413,0.04,0.12,0,27328,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04333615303039551,14105,54,0.0,0.03,0,6984,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03672504425048828,23135,54,0.0,0.02,0,6948,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.03390383720397949,107713,57,0.0,0.02,0,7104,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.03815197944641113,944574,75,0.0,0.02,0,7976,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.06982111930847168,9352192,284,0.0,0.04,0,9800,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.3576810359954834,93682434,2179,0.04,0.21,0,27336,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04327583312988281,13054,54,0.0,0.03,0,7212,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.03729391098022461,15035,54,0.0,0.02,0,7000,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.03413701057434082,33037,54,0.0,0.02,0,7048,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.037374019622802734,213348,60,0.0,0.02,0,7148,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.04157590866088867,2015187,95,0.0,0.02,0,7948,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.12175703048706055,20031594,405,0.0,0.1,0,8036,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04524517059326172,13204,54,0.0,0.02,0,6932,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,1,0,0.037947893142700195,13781,54,0.0,0.02,0,6960,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,1,0,0.039613962173461914,19799,54,0.0,0.02,0,6964,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,1,0,0.036580801010131836,84561,57,0.0,0.02,0,7148,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,1,0,0.04343605041503906,757643,71,0.0,0.03,0,9448,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.13239502906799316,7780149,197,0.03,0.09,0,27368,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.048851966857910156,3968,47,0.0,0.03,0,6988,,,
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+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.047534942626953125,159362,101,0.0,0.03,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.0834197998046875,1558847,605,0.0,0.05,0,7008,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.46883511543273926,15664091,5708,0.0,0.27,0,6984,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,3.931053876876831,157531279,56727,0.14,2.29,0,7096,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03029012680053711,5915,55,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.033577919006347656,12899,55,0.0,0.02,0,7020,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.03484487533569336,81852,57,0.0,0.02,0,7308,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.04734611511230469,690229,73,0.0,0.02,0,8756,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.08025407791137695,6661272,207,0.0,0.04,0,8496,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.49100804328918457,66640039,1580,0.0,0.28,0,8528,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04633307456970215,5815,54,0.0,0.03,0,6984,,,
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+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.05177807807922363,54033,55,0.0,0.04,0,7176,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03775787353515625,13779,54,0.0,0.02,0,7104,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.03840899467468262,27341,54,0.0,0.02,0,7028,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.03250312805175781,150852,58,0.0,0.02,0,7168,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.03673505783081055,1385220,84,0.0,0.02,0,8044,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.05115389823913574,13728465,335,0.0,0.03,0,8036,,,
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+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.03487396240234375,24388,54,0.0,0.02,0,7024,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.034533023834228516,120950,57,0.0,0.02,0,7140,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.04388308525085449,1073216,78,0.0,0.03,0,8112,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.0675961971282959,10614882,318,0.0,0.04,0,8004,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.36796116828918457,105935230,2493,0.02,0.23,0,8036,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03552889823913574,13978,55,0.0,0.02,0,7108,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.03218388557434082,26141,55,0.0,0.02,0,6968,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.032282114028930664,137561,57,0.0,0.02,0,7112,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.038424015045166016,1255597,80,0.0,0.02,0,8152,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.060157060623168945,12464102,302,0.0,0.04,0,9716,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.1902921199798584,124903973,2478,0.04,0.13,0,27336,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04655313491821289,14159,55,0.0,0.02,0,6960,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.04094505310058594,23184,55,0.0,0.02,0,7220,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.04074597358703613,107713,57,0.0,0.02,0,7040,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.0508880615234375,944575,75,0.0,0.03,0,8000,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.07393908500671387,9352195,284,0.0,0.04,0,9748,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.36455202102661133,93688206,2290,0.03,0.17,0,27472,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.037596940994262695,13052,54,0.0,0.02,0,6964,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.03334689140319824,15034,54,0.0,0.02,0,7052,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.0362248420715332,33037,54,0.0,0.02,0,7228,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.03438401222229004,213351,60,0.0,0.02,0,7228,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.047625064849853516,2015186,95,0.0,0.03,0,8068,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.11991500854492188,20031597,405,0.01,0.1,0,8040,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03452587127685547,13253,55,0.0,0.02,0,6972,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,2,0,0.049601078033447266,13779,54,0.0,0.04,0,7216,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,2,0,0.04466104507446289,19798,54,0.0,0.02,0,7040,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,2,0,0.0396418571472168,84562,57,0.0,0.03,0,7116,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,2,0,0.052503108978271484,757643,71,0.0,0.04,0,9388,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.13910412788391113,7780148,197,0.01,0.11,0,27132,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04848790168762207,3968,47,0.0,0.03,0,7100,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.04257392883300781,18966,50,0.0,0.02,0,7012,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.03811192512512207,159464,103,0.0,0.02,0,7000,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.07884597778320312,1558846,605,0.0,0.05,0,6948,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.48108792304992676,15664297,5712,0.04,0.24,0,7100,,,
+monetdb-prot9,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,4.120587110519409,157545320,56997,0.15,2.24,0,6964,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.051711082458496094,5871,54,0.0,0.03,0,7012,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.030165910720825195,13090,55,0.0,0.02,0,7048,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.04307103157043457,81907,59,0.0,0.02,0,7192,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.044690847396850586,687878,73,0.0,0.02,0,8556,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.09037494659423828,6659980,211,0.0,0.05,0,8576,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.5928809642791748,66638741,1544,0.02,0.38,0,8508,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.050916194915771484,5815,54,0.0,0.03,0,7040,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.034767866134643555,11152,55,0.0,0.02,0,7024,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.04031705856323242,54036,55,0.0,0.02,0,7124,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.056688785552978516,469004,66,0.0,0.03,0,8488,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.10542583465576172,4632591,168,0.0,0.05,0,8456,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.6135101318359375,46241994,1100,0.01,0.34,0,8448,,,
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+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.04575705528259277,12900,55,0.0,0.03,0,7076,,,
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+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.09001612663269043,5900458,205,0.0,0.04,0,10372,,,
+monetdb-prot10-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.5589480400085449,61426875,1709,0.01,0.34,0,27868,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.05293011665344238,5861,54,0.0,0.03,0,7104,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.04539799690246582,10544,55,0.0,0.02,0,7032,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.039758920669555664,48250,55,0.0,0.02,0,7152,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.041697025299072266,415102,67,0.0,0.02,0,8436,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.08825111389160156,4105008,176,0.0,0.04,0,10156,,,
+monetdb-prot10-strings-snappy-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.5879979133605957,41205338,1078,0.02,0.33,0,27820,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.035594940185546875,5600,54,0.0,0.02,0,6932,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.038269996643066406,13198,55,0.0,0.02,0,7040,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.05981302261352539,62774,55,0.0,0.04,0,7212,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.05128192901611328,582254,70,0.0,0.03,0,8492,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.10165596008300781,6568937,213,0.0,0.04,0,8448,,,
+monetdb-prot10-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.6376628875732422,67754400,1565,0.02,0.27,0,8472,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.042417049407958984,5730,57,0.0,0.02,0,7000,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.03364205360412598,11172,55,0.0,0.02,0,7236,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.03362607955932617,55875,55,0.0,0.02,0,7128,,,
+monetdb-prot10-strings-lz4-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.08022689819335938,483610,68,0.0,0.05,0,8588,,,
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+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.08975720405578613,6185754,208,0.0,0.04,0,10344,,,
+monetdb-prot10-lz4-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.6049301624298096,64072552,1590,0.03,0.22,0,27988,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04149317741394043,13776,54,0.0,0.02,0,7020,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.03802895545959473,27396,55,0.0,0.02,0,6944,,,
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+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.03629899024963379,1385427,88,0.0,0.02,0,8112,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.06194114685058594,13732263,408,0.0,0.04,0,8036,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.18385696411132812,137192372,3451,0.01,0.15,0,8228,,,
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+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.0361480712890625,24388,54,0.0,0.02,0,7024,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.035967111587524414,120950,57,0.0,0.02,0,7140,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.04829096794128418,1073216,78,0.0,0.02,0,7928,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.07018709182739258,10614619,313,0.0,0.04,0,8232,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.3793520927429199,105937208,2531,0.02,0.2,0,7980,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03399395942687988,13980,55,0.0,0.02,0,7100,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.033579111099243164,26192,56,0.0,0.02,0,6944,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.044159889221191406,137559,57,0.0,0.02,0,7108,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000,3,0,0.038381099700927734,1255650,81,0.0,0.02,0,8076,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100000,3,0,0.07164812088012695,12467535,368,0.0,0.04,0,9716,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.20348477363586426,124900683,2415,0.05,0.14,0,27372,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.05054593086242676,14106,54,0.0,0.03,0,6976,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,100,3,0,0.03533005714416504,23184,55,0.0,0.02,0,7028,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000,3,0,0.042328834533691406,107714,57,0.0,0.02,0,7124,,,
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diff --git a/47.csv b/47.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bb37070eab25806c59bb64535b9810bc272dd98
--- /dev/null
+++ b/47.csv
@@ -0,0 +1,121 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.05689501762390137,13830,55,0.0,0.03,0,7020,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,3.4036641120910645,1371910653,32353,0.15,1.51,0,7956,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.06178593635559082,5390,54,0.0,0.03,0,7016,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,2.716611862182617,190283788,5447,0.02,1.67,0,8284,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03639507293701172,5437,55,0.0,0.02,0,7108,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,3.90149188041687,161841237,4456,0.04,2.33,0,8388,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.046193838119506836,13209,54,0.0,0.03,0,7024,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.4161269664764404,810986224,18529,0.07,1.07,0,7932,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03995108604431152,13224,54,0.0,0.02,0,6932,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,2.867978096008301,498501390,12028,0.11,1.6,0,8228,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03543806076049805,13373,57,0.0,0.02,0,7036,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.437041997909546,811029877,19369,0.08,0.95,0,8032,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.034651994705200195,13232,54,0.0,0.02,0,6964,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,2.7520768642425537,498496646,11937,0.05,1.5,0,7932,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.05363011360168457,13055,54,0.0,0.04,0,6932,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,0.8954529762268066,200195429,3503,0.04,0.84,0,8004,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.05389690399169922,13201,54,0.0,0.04,0,6940,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.0109210014343262,81789268,1677,0.13,0.86,0,205804,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.055478811264038086,5272,54,0.0,0.04,0,6968,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.105329990386963,120617662,2295,0.06,1.01,0,8672,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.036019086837768555,5380,55,0.0,0.02,0,6984,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.023407220840454,72411710,1533,0.12,0.89,0,206228,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.0035369396209716797,556,8,0.0,0.0,0,1868,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,10000000,0,0,1.7396302223205566,1270207851,94207,0.57,0.04,0,1840,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.050807952880859375,13777,54,0.0,0.02,0,6964,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.4968771934509277,1371749308,33029,0.2,1.07,0,8232,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.0399470329284668,5391,54,0.0,0.03,0,6988,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,2.689892053604126,190280303,5380,0.01,1.76,0,8260,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04525494575500488,5387,54,0.0,0.03,0,7008,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,3.870007038116455,161842016,4471,0.05,2.3,0,8392,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.048377037048339844,13209,54,0.0,0.02,0,7108,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.5476040840148926,811041707,19596,0.02,1.14,0,8032,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.05501699447631836,13225,54,0.0,0.02,0,6912,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,2.8273749351501465,498493179,11871,0.05,1.67,0,8036,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.040971994400024414,13217,54,0.0,0.02,0,7020,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.4382400512695312,810988692,18577,0.15,0.96,0,8068,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03459000587463379,13234,54,0.0,0.02,0,7028,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,2.5797600746154785,498491744,11843,0.09,1.48,0,8056,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.05246686935424805,13054,54,0.0,0.03,0,7020,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,0.7964441776275635,200195324,3501,0.05,0.73,0,8004,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03882789611816406,13204,54,0.0,0.02,0,6932,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.0018410682678223,81788959,1671,0.12,0.86,0,205880,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03656005859375,5275,54,0.0,0.02,0,7116,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.07725191116333,120617505,2294,0.0,1.05,0,8676,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04248309135437012,5329,54,0.0,0.02,0,6980,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.0363497734069824,72412076,1540,0.14,0.88,0,206220,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.0052831172943115234,556,8,0.0,0.0,0,1896,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,10000000,1,0,1.6779639720916748,1270135779,92821,0.62,0.0,0,1932,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.055088043212890625,13778,54,0.0,0.02,0,7096,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.4348909854888916,1371667390,31453,0.17,1.07,0,8124,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04702591896057129,5390,54,0.0,0.03,0,7024,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,2.682020902633667,190283061,5433,0.04,1.78,0,8224,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04799485206604004,5386,54,0.0,0.03,0,7016,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,3.846096992492676,161836478,4365,0.01,2.27,0,8568,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04402804374694824,13210,54,0.0,0.02,0,7216,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.3967900276184082,811010731,19001,0.12,0.91,0,8044,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04067182540893555,13225,54,0.0,0.03,0,7016,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,2.764655113220215,498496869,11941,0.1,1.53,0,8120,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.06528711318969727,13220,54,0.0,0.04,0,6960,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.509497880935669,810999170,18778,0.07,1.13,0,7952,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.05726909637451172,13233,54,0.0,0.02,0,7036,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,2.8059349060058594,498496267,11930,0.07,1.5,0,8128,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.05365109443664551,13107,55,0.0,0.03,0,7020,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,0.895352840423584,200195115,3497,0.06,0.82,0,8036,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04183602333068848,13204,54,0.0,0.03,0,7036,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,0.9988400936126709,81789112,1674,0.16,0.82,0,205864,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0385439395904541,5275,54,0.0,0.02,0,7044,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.0628058910369873,120617818,2300,0.05,1.0,0,8664,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03640103340148926,5327,54,0.0,0.02,0,7104,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.036578893661499,72411868,1536,0.12,0.89,0,206220,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0028429031372070312,556,8,0.0,0.0,0,1896,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,10000000,2,0,1.8442409038543701,1270413927,98170,0.73,0.01,0,1852,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.048362016677856445,13882,56,0.0,0.02,0,7020,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.4380121231079102,1371778612,33593,0.14,1.05,0,8040,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04602503776550293,5390,54,0.0,0.03,0,6960,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,2.6286890506744385,190282850,5429,0.05,1.72,0,8376,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03598213195800781,5385,54,0.0,0.02,0,7024,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,3.1246299743652344,161834973,4336,0.03,1.83,0,8392,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.046621084213256836,13209,54,0.0,0.03,0,6984,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.4623820781707764,810990477,18611,0.08,1.09,0,8124,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04128289222717285,13223,54,0.0,0.02,0,7028,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,2.5970849990844727,498500560,12012,0.09,1.42,0,8124,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03044295310974121,13218,54,0.0,0.02,0,7016,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.1600010395050049,811010273,18992,0.08,0.76,0,7928,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03165292739868164,13233,54,0.0,0.02,0,6984,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,2.239794969558716,498461053,11253,0.1,1.47,0,8228,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04735994338989258,13055,54,0.0,0.03,0,7016,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,0.8990190029144287,200195014,3497,0.08,0.8,0,8000,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.044593095779418945,13253,55,0.0,0.03,0,6988,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.00462007522583,81788956,1671,0.15,0.83,0,205860,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.04082083702087402,5273,54,0.0,0.03,0,7116,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.0674240589141846,120617817,2300,0.08,0.97,0,8660,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.048745155334472656,5326,54,0.0,0.03,0,7036,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.0480120182037354,72412180,1542,0.14,0.89,0,206196,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.002863168716430664,556,8,0.0,0.0,0,1780,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,10000000,3,0,1.7643818855285645,1270326463,96488,0.68,0.0,0,1848,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04603695869445801,13830,55,0.0,0.02,0,6944,,,
+monetdb-prot10,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.4762709140777588,1372150295,34430,0.13,1.04,0,7960,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.032286882400512695,5391,54,0.0,0.02,0,7016,,,
+monetdb-prot10-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,2.183560848236084,190281446,5402,0.02,1.46,0,8292,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03812599182128906,5437,55,0.0,0.01,0,7004,,,
+monetdb-prot10-strings-snappy-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,3.1508431434631348,161838532,4404,0.02,2.09,0,8352,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03211402893066406,13211,54,0.0,0.02,0,6960,,,
+monetdb-prot10-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.2057111263275146,810976018,18333,0.1,0.83,0,8036,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03801393508911133,13224,54,0.0,0.02,0,7032,,,
+monetdb-prot10-strings-none-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,2.243180990219116,498482141,11658,0.06,1.24,0,7928,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04088997840881348,13219,54,0.0,0.02,0,7032,,,
+monetdb-prot10-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.1991949081420898,810958066,17988,0.09,0.84,0,8004,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04278397560119629,13235,54,0.0,0.03,0,6960,,,
+monetdb-prot10-strings-none-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,2.2886788845062256,498487657,11763,0.07,1.34,0,8068,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.030036211013793945,13052,54,0.0,0.02,0,7036,,,
+monetdb-prot10-intsonly-none,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,0.7350389957427979,200195323,3501,0.05,0.66,0,8068,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.030631065368652344,13204,54,0.0,0.02,0,6912,,,
+monetdb-prot10-intsonly-pfor,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,0.8213319778442383,81789166,1675,0.14,0.67,0,205776,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04641985893249512,5275,54,0.0,0.03,0,7036,,,
+monetdb-prot10-intsonly-none-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.0712289810180664,120617350,2291,0.05,1.0,0,8640,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04221296310424805,5327,54,0.0,0.03,0,7024,,,
+monetdb-prot10-intsonly-pfor-snappy,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.0326831340789795,72412073,1540,0.16,0.86,0,206220,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.002627134323120117,556,8,0.0,0.0,0,1872,,,
+netcat-csv,netcat,native,unlimitedms-unlimitedmb/s,-1,-1,10000000,4,0,1.801382064819336,1270337123,96693,0.66,0.0,0,1888,,,
diff --git a/48.csv b/48.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3443cf695f38c90d987966a7f90244dc3aa9922
--- /dev/null
+++ b/48.csv
@@ -0,0 +1,141 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04692387580871582,5106,63,0.0,0.03,0,6948,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,11.625032901763916,316581536,3143378,8.56,0.73,0,7012,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.02992105484008789,4694,63,0.0,0.02,0,7204,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,12.62027907371521,276728705,2944250,7.57,1.24,0,7020,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03492617607116699,4610,54,0.0,0.02,0,7012,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,1.9780800342559814,161037931,417986,0.88,0.37,0,7040,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.029321908950805664,4089,55,0.0,0.02,0,6960,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,2.5000898838043213,109961037,427046,1.11,0.48,0,7204,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.048860788345336914,4608,54,0.0,0.03,0,7008,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.4187650680541992,139386299,41585,0.11,0.17,0,7024,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.029054880142211914,3983,53,0.0,0.01,0,6976,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.7049100399017334,62111495,43428,0.1,0.39,0,7020,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.02742600440979004,4662,55,0.0,0.02,0,6952,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.20904016494750977,137315224,5608,0.02,0.14,0,7068,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03640604019165039,3985,53,0.0,0.02,0,7236,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.5079250335693359,51432945,4170,0.0,0.29,0,7140,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04468107223510742,4612,54,0.0,0.02,0,7048,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.19378280639648438,137185450,3492,0.01,0.14,0,8008,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04386186599731445,3988,53,0.0,0.02,0,7072,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.4623429775238037,49244116,1306,0.0,0.32,0,8424,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.0369870662689209,4612,54,0.0,0.02,0,6980,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.2440190315246582,137494953,3151,0.03,0.17,0,16796,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04528403282165527,3988,53,0.0,0.02,0,6988,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.5046191215515137,49682313,1309,0.01,0.32,0,21828,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.036524057388305664,4615,54,0.0,0.02,0,6928,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.3625938892364502,145961806,3517,0.06,0.12,0,104616,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.05116891860961914,3988,53,0.0,0.03,0,7000,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.6718161106109619,51004986,1284,0.04,0.26,0,141240,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04464077949523926,5004,61,0.0,0.02,0,7024,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,11.732223987579346,319592420,3199206,8.66,0.84,0,6928,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03919696807861328,4745,64,0.0,0.02,0,7012,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,12.682006120681763,283070460,3065220,8.29,1.32,0,6952,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03931593894958496,4608,54,0.0,0.02,0,6984,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,2.066614866256714,161895719,434245,1.02,0.33,0,6984,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.033358097076416016,3983,53,0.0,0.02,0,6952,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,2.30145001411438,109656793,421035,1.16,0.44,0,6952,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.036356210708618164,4608,54,0.0,0.02,0,6924,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.3494870662689209,139226044,38502,0.1,0.17,0,7028,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.02943897247314453,3984,53,0.0,0.01,0,6968,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.6838939189910889,61911375,39580,0.08,0.42,0,7020,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.042469024658203125,4609,54,0.0,0.03,0,7044,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.20562005043029785,137330669,5905,0.0,0.16,0,7068,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.02807903289794922,3984,53,0.0,0.01,0,7068,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.41617298126220703,51413705,3800,0.01,0.32,0,7152,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03639984130859375,4663,55,0.0,0.02,0,6968,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.22121095657348633,137182275,3431,0.01,0.16,0,7936,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.0433499813079834,4091,55,0.0,0.03,0,7112,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.4720611572265625,49244168,1307,0.01,0.36,0,8336,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.040728092193603516,4612,54,0.0,0.02,0,6944,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.22022795677185059,137306252,3319,0.04,0.12,0,16780,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.036559104919433594,3986,53,0.0,0.02,0,7032,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.5193448066711426,48821503,1234,0.02,0.32,0,20636,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04614114761352539,4615,54,0.0,0.03,0,7040,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.3649170398712158,148252231,3480,0.06,0.12,0,104864,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.039834022521972656,3989,53,0.0,0.02,0,7000,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.6673369407653809,52184942,1302,0.08,0.23,0,140136,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.048996925354003906,5004,61,0.0,0.03,0,7028,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,11.196974992752075,301278792,2847777,7.63,0.9,0,7008,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.028264999389648438,4643,62,0.0,0.02,0,7044,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,12.652899026870728,278678930,2982102,7.79,1.2,0,6976,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.032681941986083984,4607,54,0.0,0.02,0,7008,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,2.263390064239502,161967631,435089,1.17,0.39,0,6920,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03758096694946289,3982,53,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,2.2905631065368652,109453634,417219,1.08,0.43,0,7208,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.028554916381835938,4715,54,0.0,0.02,0,7004,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.4203310012817383,139302810,39979,0.13,0.15,0,7024,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.04645800590515137,3983,53,0.0,0.03,0,7024,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.6359970569610596,61966286,40636,0.08,0.38,0,6956,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.028512954711914062,4611,54,0.0,0.01,0,7124,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.21641182899475098,137342158,6126,0.02,0.11,0,7116,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03955197334289551,3984,53,0.0,0.03,0,7024,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.42477893829345703,51416096,3846,0.02,0.3,0,7184,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0285489559173584,4610,54,0.0,0.02,0,6972,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.16913700103759766,137183525,3455,0.03,0.1,0,7992,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.028560876846313477,3988,53,0.0,0.01,0,7004,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.37661290168762207,49243804,1300,0.01,0.27,0,8312,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.032182931900024414,4614,54,0.0,0.02,0,6972,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.19397211074829102,141043617,3397,0.05,0.1,0,16780,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.03681015968322754,3987,53,0.0,0.02,0,7216,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.4148409366607666,48848303,1317,0.01,0.23,0,20244,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.030643939971923828,4667,55,0.0,0.02,0,6992,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.3265538215637207,148121838,3501,0.04,0.1,0,104676,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.029639005661010742,3989,53,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.540208101272583,50479707,1228,0.03,0.22,0,140268,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.034303903579711914,5315,67,0.0,0.02,0,7008,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,12.039899110794067,314538933,3104319,8.25,0.78,0,7024,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.02769303321838379,4591,61,0.0,0.02,0,7008,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,12.11844801902771,276476810,2940564,6.84,1.19,0,6960,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03920793533325195,4608,54,0.0,0.02,0,7088,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,1.991123914718628,161527431,427551,0.82,0.33,0,6932,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.028284072875976562,3982,53,0.0,0.01,0,7040,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,2.1721179485321045,110157832,430852,0.68,0.68,0,7088,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.031343936920166016,4610,54,0.0,0.02,0,7084,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.33560895919799805,139385673,41573,0.07,0.16,0,7008,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.037811994552612305,3984,53,0.0,0.02,0,6988,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.6874539852142334,62022498,41717,0.12,0.29,0,6936,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.029220104217529297,4609,54,0.0,0.02,0,7052,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.18547701835632324,137333371,5957,0.0,0.13,0,7124,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03925609588623047,4037,54,0.0,0.02,0,7236,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.4174468517303467,51432946,4170,0.01,0.23,0,7152,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03136420249938965,4613,54,0.0,0.02,0,6996,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.1591639518737793,137186646,3515,0.01,0.11,0,7944,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.038616180419921875,3986,53,0.0,0.02,0,6988,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.3779420852661133,49244379,1311,0.0,0.23,0,8288,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03516793251037598,4663,55,0.0,0.02,0,7212,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.18428778648376465,141179521,3490,0.04,0.1,0,16672,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.028625011444091797,3987,53,0.0,0.01,0,7024,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.4016139507293701,48825215,1305,0.01,0.22,0,20288,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.03591179847717285,4612,54,0.0,0.02,0,6956,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.3106398582458496,147531569,3486,0.04,0.11,0,104588,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,3,0,0.029580116271972656,3989,53,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,3,0,0.561924934387207,52382254,1289,0.02,0.22,0,139352,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.029406070709228516,5004,61,0.0,0.02,0,6928,,,
+monetdb-prot10-none-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,11.429476022720337,325006422,3306300,7.97,0.77,0,6952,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.029638051986694336,4643,62,0.0,0.02,0,6984,,,
+monetdb-prot10-snappy-200,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,12.874056100845337,283711154,3077953,8.34,1.46,0,7096,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.05798697471618652,4607,54,0.0,0.03,0,7084,,,
+monetdb-prot10-none-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,2.415454149246216,162020077,436356,0.8,0.65,0,7040,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.038851022720336914,3982,53,0.0,0.02,0,6964,,,
+monetdb-prot10-snappy-1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,2.5886900424957275,110958940,446257,0.87,0.81,0,7008,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04937601089477539,4608,54,0.0,0.03,0,6952,,,
+monetdb-prot10-none-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.3888700008392334,139376938,41405,0.1,0.17,0,6908,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03591418266296387,3984,53,0.0,0.02,0,6960,,,
+monetdb-prot10-snappy-10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.8295021057128906,62214754,45414,0.12,0.45,0,7040,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03749704360961914,4610,54,0.0,0.02,0,7016,,,
+monetdb-prot10-none-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.2087709903717041,137331916,5929,0.02,0.13,0,7120,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.036277055740356445,3986,53,0.0,0.02,0,7020,,,
+monetdb-prot10-snappy-100000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.501187801361084,51428992,4094,0.01,0.31,0,7120,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04074907302856445,4613,54,0.0,0.02,0,6956,,,
+monetdb-prot10-none-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.19754981994628906,137185762,3498,0.01,0.14,0,7940,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03753304481506348,4039,54,0.0,0.02,0,7036,,,
+monetdb-prot10-snappy-1000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.4564399719238281,49244377,1311,0.01,0.26,0,8292,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04641294479370117,4613,54,0.0,0.02,0,7020,,,
+monetdb-prot10-none-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.24198484420776367,138630045,3308,0.04,0.14,0,16672,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.04267311096191406,3987,53,0.0,0.03,0,7028,,,
+monetdb-prot10-snappy-10000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.49115610122680664,48823861,1279,0.01,0.3,0,21312,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.035591840744018555,4613,54,0.0,0.02,0,6972,,,
+monetdb-prot10-none-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.36882901191711426,145819200,3301,0.04,0.14,0,104584,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,4,0,0.03729104995727539,4195,57,0.0,0.02,0,7036,,,
+monetdb-prot10-snappy-100000000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,4,0,0.6654129028320312,51903175,1369,0.05,0.25,0,139560,,,
diff --git a/49.csv b/49.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18d18765696702565459bf3bc0134fcb4b31a9ff
--- /dev/null
+++ b/49.csv
@@ -0,0 +1,101 @@
+system,db,protocol,network,throughput,latency,tuple,run,timeout,time,bytes,packets,cpu_kernel_sec,cpu_user_sec,io_page_faults,memory_max_kb,bin_orientation,bin_chunksize,bin_compress
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.038938045501708984,12856,54,0.0,0.02,0,6984,,,
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.1581580638885498,27551314,579,0.0,0.12,0,16812,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03457498550415039,5214,54,0.0,0.02,0,7220,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.21648788452148438,11271186,293,0.0,0.14,0,21892,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03306293487548828,12900,54,0.0,0.02,0,7216,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.12825512886047363,44056449,891,0.01,0.09,0,16784,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.05283713340759277,5237,54,0.0,0.04,0,7032,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.24943017959594727,14140133,380,0.0,0.16,0,21724,,,
+monetdb-prot10-none-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04143095016479492,13012,56,0.0,0.02,0,7048,,,
+monetdb-prot10-none-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.1437070369720459,100371330,1904,0.01,0.11,0,16788,,,
+monetdb-prot10-snappy-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03459787368774414,5269,54,0.0,0.02,0,7224,,,
+monetdb-prot10-snappy-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.3026130199432373,17584532,452,0.01,0.2,0,20512,,,
+monetdb-prot10-none-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04330086708068848,14814,54,0.0,0.02,0,7020,,,
+monetdb-prot10-none-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.8149731159210205,1002933621,23335,0.28,0.11,0,16736,,,
+monetdb-prot10-snappy-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.04452776908874512,5856,54,0.0,0.03,0,7116,,,
+monetdb-prot10-snappy-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,0.7915060520172119,65247598,1470,0.01,0.64,0,17404,,,
+monetdb-prot10-none-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.03728199005126953,32867,55,0.0,0.02,0,6920,,,
+monetdb-prot10-none-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,6.016409873962402,10025834919,232973,2.91,0.15,0,16736,,,
+monetdb-prot10-snappy-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,0,0,0.029962778091430664,11440,55,0.0,0.02,0,7124,,,
+monetdb-prot10-snappy-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,0,0,4.600291967391968,495835741,10996,0.17,4.1,0,18808,,,
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.032781124114990234,12910,55,0.0,0.02,0,6912,,,
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.12612509727478027,27552895,610,0.0,0.09,0,16800,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.031026840209960938,5213,54,0.0,0.02,0,7028,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.17819809913635254,11271187,293,0.01,0.1,0,22756,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.029126882553100586,12897,54,0.0,0.02,0,6940,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.11729693412780762,44698562,1003,0.01,0.07,0,16692,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03709983825683594,5235,54,0.0,0.02,0,7032,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.18191790580749512,14139905,376,0.0,0.12,0,21800,,,
+monetdb-prot10-none-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03544902801513672,13014,54,0.0,0.02,0,6912,,,
+monetdb-prot10-none-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.14128398895263672,101162514,2365,0.01,0.1,0,16796,,,
+monetdb-prot10-snappy-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.029819965362548828,5268,54,0.0,0.02,0,7116,,,
+monetdb-prot10-snappy-varchar100,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.2469160556793213,17622942,429,0.0,0.19,0,20472,,,
+monetdb-prot10-none-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.03093695640563965,14814,54,0.0,0.02,0,7020,,,
+monetdb-prot10-none-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.7185640335083008,1005363316,23456,0.28,0.1,0,16696,,,
+monetdb-prot10-snappy-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.036681175231933594,5855,54,0.0,0.02,0,7108,,,
+monetdb-prot10-snappy-varchar1000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,0.7298729419708252,65250405,1524,0.0,0.54,0,17520,,,
+monetdb-prot10-none-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.04396200180053711,32870,55,0.0,0.02,0,7104,,,
+monetdb-prot10-none-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,5.642560005187988,10021238246,233319,2.99,0.16,0,16704,,,
+monetdb-prot10-snappy-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,1,0,0.031941890716552734,11442,55,0.0,0.02,0,6980,,,
+monetdb-prot10-snappy-varchar10000,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,1,0,4.716674089431763,495768320,10959,0.19,4.18,0,17292,,,
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0385439395904541,12859,54,0.0,0.02,0,7000,,,
+monetdb-prot10-none-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.12935805320739746,27619623,633,0.01,0.08,0,16704,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0327448844909668,5216,54,0.0,0.02,0,7060,,,
+monetdb-prot10-snappy-strings,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.20465302467346191,11271238,294,0.0,0.14,0,21572,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.02672719955444336,12897,54,0.0,0.02,0,6960,,,
+monetdb-prot10-none-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.10876607894897461,44386931,947,0.01,0.07,0,16708,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1,2,0,0.0299379825592041,5236,54,0.0,0.02,0,6984,,,
+monetdb-prot10-snappy-varchar44,monetdb,odbc-noprint,unlimitedms-unlimitedmb/s,-1,-1,1000000,2,0,0.2118520736694336,14139975,377,0.0,0.15,0,21736,,,
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diff --git a/50.csv b/50.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64344784be2a1243351d27f686cda080ea309264
--- /dev/null
+++ b/50.csv
@@ -0,0 +1,201 @@
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diff --git a/bytes-per-tuple5.pdf b/bytes-per-tuple5.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..871a2021fd300677bd2d9c37e5175c8df4549bba
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diff --git a/moardata.sql b/moardata.sql
new file mode 100644
index 0000000000000000000000000000000000000000..803c60346ef7dff7222cf5b7a5f43ad31c6baa04
--- /dev/null
+++ b/moardata.sql
@@ -0,0 +1,402 @@
+-- ACS
+
+
+CREATE TABLE acs3yr (
+	"serialno" VARCHAR(15),
+	"rt"       VARCHAR(3),
+	"sporder"  INTEGER,
+	"puma"     INTEGER,
+	"st"       INTEGER,
+	"adjinc"   DOUBLE,
+	"pwgtp"    INTEGER,
+	"agep"     INTEGER,
+	"cit"      INTEGER,
+	"citwp"    INTEGER,
+	"cow"      INTEGER,
+	"ddrs"     INTEGER,
+	"dear"     INTEGER,
+	"deye"     INTEGER,
+	"dout"     INTEGER,
+	"dphy"     INTEGER,
+	"drat"     INTEGER,
+	"dratx"    INTEGER,
+	"drem"     INTEGER,
+	"eng"      INTEGER,
+	"fer"      INTEGER,
+	"gcl"      INTEGER,
+	"gcm"      INTEGER,
+	"gcr"      INTEGER,
+	"hins1"    INTEGER,
+	"hins2"    INTEGER,
+	"hins3"    INTEGER,
+	"hins4"    INTEGER,
+	"hins5"    INTEGER,
+	"hins6"    INTEGER,
+	"hins7"    INTEGER,
+	"intp"     INTEGER,
+	"jwmnp"    INTEGER,
+	"jwrip"    INTEGER,
+	"jwtr"     INTEGER,
+	"lanx"     INTEGER,
+	"mar"      INTEGER,
+	"marhd"    INTEGER,
+	"marhm"    INTEGER,
+	"marht"    INTEGER,
+	"marhw"    INTEGER,
+	"marhyp"   INTEGER,
+	"mig"      INTEGER,
+	"mil"      INTEGER,
+	"mlpa"     INTEGER,
+	"mlpb"     INTEGER,
+	"mlpc"     INTEGER,
+	"mlpd"     INTEGER,
+	"mlpe"     INTEGER,
+	"mlpf"     INTEGER,
+	"mlpg"     INTEGER,
+	"mlph"     INTEGER,
+	"mlpi"     INTEGER,
+	"mlpj"     INTEGER,
+	"mlpk"     INTEGER,
+	"nwab"     INTEGER,
+	"nwav"     INTEGER,
+	"nwla"     INTEGER,
+	"nwlk"     INTEGER,
+	"nwre"     INTEGER,
+	"oip"      INTEGER,
+	"pap"      INTEGER,
+	"relp"     INTEGER,
+	"retp"     INTEGER,
+	"sch"      INTEGER,
+	"schg"     INTEGER,
+	"schl"     INTEGER,
+	"semp"     INTEGER,
+	"sex"      INTEGER,
+	"ssip"     INTEGER,
+	"ssp"      INTEGER,
+	"wagp"     INTEGER,
+	"wkhp"     INTEGER,
+	"wkl"      INTEGER,
+	"wkw"      INTEGER,
+	"yoep"     INTEGER,
+	"anc"      INTEGER,
+	"anc1p"    INTEGER,
+	"anc2p"    INTEGER,
+	"decade"   INTEGER,
+	"dis"      INTEGER,
+	"drivesp"  INTEGER,
+	"esp"      INTEGER,
+	"esr"      INTEGER,
+	"hicov"    INTEGER,
+	"hisp"     INTEGER,
+	"indp"     INTEGER,
+	"jwap"     INTEGER,
+	"jwdp"     INTEGER,
+	"lanp"     INTEGER,
+	"migpuma"  INTEGER,
+	"migsp"    INTEGER,
+	"msp"      INTEGER,
+	"naicsp"   VARCHAR(15),
+	"nativity" INTEGER,
+	"nop"      INTEGER,
+	"oc"       INTEGER,
+	"occp02"   VARCHAR(15),
+	"occp10"   VARCHAR(15),
+	"paoc"     INTEGER,
+	"pernp"    INTEGER,
+	"pincp"    INTEGER,
+	"pobp"     INTEGER,
+	"povpip"   INTEGER,
+	"powpuma"  INTEGER,
+	"powsp"    INTEGER,
+	"privcov"  INTEGER,
+	"pubcov"   INTEGER,
+	"qtrbir"   INTEGER,
+	"rac1p"    INTEGER,
+	"rac2p"    INTEGER,
+	"rac3p"    INTEGER,
+	"racaian"  INTEGER,
+	"racasn"   INTEGER,
+	"racblk"   INTEGER,
+	"racnhpi"  INTEGER,
+	"racnum"   INTEGER,
+	"racsor"   INTEGER,
+	"racwht"   INTEGER,
+	"rc"       INTEGER,
+	"sfn"      INTEGER,
+	"sfr"      INTEGER,
+	"socp00"   VARCHAR(15),
+	"socp10"   VARCHAR(15),
+	"vps"      INTEGER,
+	"waob"     INTEGER,
+	"fagep"    INTEGER,
+	"fancp"    INTEGER,
+	"fcitp"    INTEGER,
+	"fcitwp"   INTEGER,
+	"fcowp"    INTEGER,
+	"fddrsp"   INTEGER,
+	"fdearp"   INTEGER,
+	"fdeyep"   INTEGER,
+	"fdoutp"   INTEGER,
+	"fdphyp"   INTEGER,
+	"fdratp"   INTEGER,
+	"fdratxp"  INTEGER,
+	"fdremp"   INTEGER,
+	"fengp"    INTEGER,
+	"fesrp"    INTEGER,
+	"fferp"    INTEGER,
+	"fgclp"    INTEGER,
+	"fgcmp"    INTEGER,
+	"fgcrp"    INTEGER,
+	"fhins1p"  INTEGER,
+	"fhins2p"  INTEGER,
+	"fhins3c"  INTEGER,
+	"fhins3p"  INTEGER,
+	"fhins4c"  INTEGER,
+	"fhins4p"  INTEGER,
+	"fhins5c"  INTEGER,
+	"fhins5p"  INTEGER,
+	"fhins6p"  INTEGER,
+	"fhins7p"  INTEGER,
+	"fhisp"    INTEGER,
+	"findp"    INTEGER,
+	"fintp"    INTEGER,
+	"fjwdp"    INTEGER,
+	"fjwmnp"   INTEGER,
+	"fjwrip"   INTEGER,
+	"fjwtrp"   INTEGER,
+	"flanp"    INTEGER,
+	"flanxp"   INTEGER,
+	"fmarhdp"  INTEGER,
+	"fmarhmp"  INTEGER,
+	"fmarhtp"  INTEGER,
+	"fmarhwp"  INTEGER,
+	"fmarhyp"  INTEGER,
+	"fmarp"    INTEGER,
+	"fmigp"    INTEGER,
+	"fmigsp"   INTEGER,
+	"fmilpp"   INTEGER,
+	"fmilsp"   INTEGER,
+	"foccp"    INTEGER,
+	"foip"     INTEGER,
+	"fpap"     INTEGER,
+	"fpobp"    INTEGER,
+	"fpowsp"   INTEGER,
+	"fracp"    INTEGER,
+	"frelp"    INTEGER,
+	"fretp"    INTEGER,
+	"fschgp"   INTEGER,
+	"fschlp"   INTEGER,
+	"fschp"    INTEGER,
+	"fsemp"    INTEGER,
+	"fsexp"    INTEGER,
+	"fssip"    INTEGER,
+	"fssp"     INTEGER,
+	"fwagp"    INTEGER,
+	"fwkhp"    INTEGER,
+	"fwklp"    INTEGER,
+	"fwkwp"    INTEGER,
+	"fyoep"    INTEGER,
+	"pwgtp1"   INTEGER,
+	"pwgtp2"   INTEGER,
+	"pwgtp3"   INTEGER,
+	"pwgtp4"   INTEGER,
+	"pwgtp5"   INTEGER,
+	"pwgtp6"   INTEGER,
+	"pwgtp7"   INTEGER,
+	"pwgtp8"   INTEGER,
+	"pwgtp9"   INTEGER,
+	"pwgtp10"  INTEGER,
+	"pwgtp11"  INTEGER,
+	"pwgtp12"  INTEGER,
+	"pwgtp13"  INTEGER,
+	"pwgtp14"  INTEGER,
+	"pwgtp15"  INTEGER,
+	"pwgtp16"  INTEGER,
+	"pwgtp17"  INTEGER,
+	"pwgtp18"  INTEGER,
+	"pwgtp19"  INTEGER,
+	"pwgtp20"  INTEGER,
+	"pwgtp21"  INTEGER,
+	"pwgtp22"  INTEGER,
+	"pwgtp23"  INTEGER,
+	"pwgtp24"  INTEGER,
+	"pwgtp25"  INTEGER,
+	"pwgtp26"  INTEGER,
+	"pwgtp27"  INTEGER,
+	"pwgtp28"  INTEGER,
+	"pwgtp29"  INTEGER,
+	"pwgtp30"  INTEGER,
+	"pwgtp31"  INTEGER,
+	"pwgtp32"  INTEGER,
+	"pwgtp33"  INTEGER,
+	"pwgtp34"  INTEGER,
+	"pwgtp35"  INTEGER,
+	"pwgtp36"  INTEGER,
+	"pwgtp37"  INTEGER,
+	"pwgtp38"  INTEGER,
+	"pwgtp39"  INTEGER,
+	"pwgtp40"  INTEGER,
+	"pwgtp41"  INTEGER,
+	"pwgtp42"  INTEGER,
+	"pwgtp43"  INTEGER,
+	"pwgtp44"  INTEGER,
+	"pwgtp45"  INTEGER,
+	"pwgtp46"  INTEGER,
+	"pwgtp47"  INTEGER,
+	"pwgtp48"  INTEGER,
+	"pwgtp49"  INTEGER,
+	"pwgtp50"  INTEGER,
+	"pwgtp51"  INTEGER,
+	"pwgtp52"  INTEGER,
+	"pwgtp53"  INTEGER,
+	"pwgtp54"  INTEGER,
+	"pwgtp55"  INTEGER,
+	"pwgtp56"  INTEGER,
+	"pwgtp57"  INTEGER,
+	"pwgtp58"  INTEGER,
+	"pwgtp59"  INTEGER,
+	"pwgtp60"  INTEGER,
+	"pwgtp61"  INTEGER,
+	"pwgtp62"  INTEGER,
+	"pwgtp63"  INTEGER,
+	"pwgtp64"  INTEGER,
+	"pwgtp65"  INTEGER,
+	"pwgtp66"  INTEGER,
+	"pwgtp67"  INTEGER,
+	"pwgtp68"  INTEGER,
+	"pwgtp69"  INTEGER,
+	"pwgtp70"  INTEGER,
+	"pwgtp71"  INTEGER,
+	"pwgtp72"  INTEGER,
+	"pwgtp73"  INTEGER,
+	"pwgtp74"  INTEGER,
+	"pwgtp75"  INTEGER,
+	"pwgtp76"  INTEGER,
+	"pwgtp77"  INTEGER,
+	"pwgtp78"  INTEGER,
+	"pwgtp79"  INTEGER,
+	"pwgtp80"  INTEGER
+);
+
+
+copy into acs3yr from '/scratch/hannes/acs3yr.csv' locked;
+
+
+-- ontime
+
+CREATE TABLE "ontime" (
+        "Year" smallint DEFAULT NULL,
+        "Quarter" tinyint DEFAULT NULL,
+        "Month" tinyint DEFAULT NULL,
+        "DayofMonth" tinyint DEFAULT NULL,
+        "DayOfWeek" tinyint DEFAULT NULL,
+        "FlightDate" date DEFAULT NULL,
+        "UniqueCarrier" char(7) DEFAULT NULL,
+        "AirlineID" decimal(8,2) DEFAULT NULL,
+        "Carrier" char(2) DEFAULT NULL,
+        "TailNum" varchar(50) DEFAULT NULL,
+        "FlightNum" varchar(10) DEFAULT NULL,
+        "OriginAirportID" integer,
+        "OriginAirportSeqID" integer,
+        "OriginCityMarketID" integer,
+        "Origin" char(5) DEFAULT NULL,
+        "OriginCityName" varchar(100) DEFAULT NULL,
+        "OriginState" char(2) DEFAULT NULL,
+        "OriginStateFips" varchar(10) DEFAULT NULL,
+        "OriginStateName" varchar(100) DEFAULT NULL,
+        "OriginWac" decimal(8,2) DEFAULT NULL,
+        "DestAirportID" integer,
+        "DestAirportSeqID" integer,
+        "DestCityMarketID" integer,
+        "Dest" char(5) DEFAULT NULL,
+        "DestCityName" varchar(100) DEFAULT NULL,
+        "DestState" char(2) DEFAULT NULL,
+        "DestStateFips" varchar(10) DEFAULT NULL,
+        "DestStateName" varchar(100) DEFAULT NULL,
+        "DestWac" decimal(8,2) DEFAULT NULL,
+        "CRSDepTime" decimal(8,2) DEFAULT NULL,
+        "DepTime" decimal(8,2) DEFAULT NULL,
+        "DepDelay" decimal(8,2) DEFAULT NULL,
+        "DepDelayMinutes" decimal(8,2) DEFAULT NULL,
+        "DepDel15" decimal(8,2) DEFAULT NULL,
+        "DepartureDelayGroups" decimal(8,2) DEFAULT NULL,
+        "DepTimeBlk" varchar(20) DEFAULT NULL,
+        "TaxiOut" decimal(8,2) DEFAULT NULL,
+        "WheelsOff" decimal(8,2) DEFAULT NULL,
+        "WheelsOn" decimal(8,2) DEFAULT NULL,
+        "TaxiIn" decimal(8,2) DEFAULT NULL,
+        "CRSArrTime" decimal(8,2) DEFAULT NULL,
+        "ArrTime" decimal(8,2) DEFAULT NULL,
+        "ArrDelay" decimal(8,2) DEFAULT NULL,
+        "ArrDelayMinutes" decimal(8,2) DEFAULT NULL,
+        "ArrDel15" decimal(8,2) DEFAULT NULL,
+        "ArrivalDelayGroups" decimal(8,2) DEFAULT NULL,
+        "ArrTimeBlk" varchar(20) DEFAULT NULL,
+        "Cancelled" tinyint DEFAULT NULL,
+        "CancellationCode" char(1) DEFAULT NULL,
+        "Diverted" tinyint DEFAULT NULL,
+        "CRSElapsedTime" decimal(8,2) DEFAULT NULL,
+        "ActualElapsedTime" decimal(8,2) DEFAULT NULL,
+        "AirTime" decimal(8,2) DEFAULT NULL,
+        "Flights" decimal(8,2) DEFAULT NULL,
+        "Distance" decimal(8,2) DEFAULT NULL,
+        "DistanceGroup" tinyint DEFAULT NULL,
+        "CarrierDelay" decimal(8,2) DEFAULT NULL,
+        "WeatherDelay" decimal(8,2) DEFAULT NULL,
+        "NASDelay" decimal(8,2) DEFAULT NULL,
+        "SecurityDelay" decimal(8,2) DEFAULT NULL,
+        "LateAircraftDelay" decimal(8,2) DEFAULT NULL,
+        "FirstDepTime" varchar(10) DEFAULT NULL,
+        "TotalAddGTime" varchar(10) DEFAULT NULL,
+        "LongestAddGTime" varchar(10) DEFAULT NULL,
+        "DivAirportLandings" varchar(10) DEFAULT NULL,
+        "DivReachedDest" varchar(10) DEFAULT NULL,
+        "DivActualElapsedTime" varchar(10) DEFAULT NULL,
+        "DivArrDelay" varchar(10) DEFAULT NULL,
+        "DivDistance" varchar(10) DEFAULT NULL,
+        "Div1Airport" varchar(10) DEFAULT NULL,
+        "Div1AiportID" integer,
+        "Div1AirportSeqID" integer,
+        "Div1WheelsOn" varchar(10) DEFAULT NULL,
+        "Div1TotalGTime" varchar(10) DEFAULT NULL,
+        "Div1LongestGTime" varchar(10) DEFAULT NULL,
+        "Div1WheelsOff" varchar(10) DEFAULT NULL,
+        "Div1TailNum" varchar(10) DEFAULT NULL,
+        "Div2Airport" varchar(10) DEFAULT NULL,
+        "Div2AirportID" integer,
+        "Div2AirportSeqID" integer,
+        "Div2WheelsOn" varchar(10) DEFAULT NULL,
+        "Div2TotalGTime" varchar(10) DEFAULT NULL,
+        "Div2LongestGTime" varchar(10) DEFAULT NULL,
+        "Div2WheelsOff" varchar(10) DEFAULT NULL,
+        "Div2TailNum" varchar(10) DEFAULT NULL,
+        "Div3Airport" varchar(10) DEFAULT NULL,
+        "Div3AirportID" integer,
+        "Div3AirportSeqID" integer,
+        "Div3WheelsOn" varchar(10) DEFAULT NULL,
+        "Div3TotalGTime" varchar(10) DEFAULT NULL,
+        "Div3LongestGTime" varchar(10) DEFAULT NULL,
+        "Div3WheelsOff" varchar(10) DEFAULT NULL,
+        "Div3TailNum" varchar(10) DEFAULT NULL,
+        "Div4Airport" varchar(10) DEFAULT NULL,
+        "Div4AirportID"  integer,
+        "Div4AirportSeqID" integer,
+        "Div4WheelsOn" varchar(10) DEFAULT NULL,
+        "Div4TotalGTime" varchar(10) DEFAULT NULL,
+        "Div4LongestGTime" varchar(10) DEFAULT NULL,
+        "Div4WheelsOff" varchar(10) DEFAULT NULL,
+        "Div4TailNum" varchar(10) DEFAULT NULL,
+        "Div5Airport" varchar(10) DEFAULT NULL,
+        "Div5AirportID"  integer,
+        "Div5AirportSeqID" integer,
+        "Div5WheelsOn" varchar(10) DEFAULT NULL,
+        "Div5TotalGTime" varchar(10) DEFAULT NULL,
+        "Div5LongestGTime" varchar(10) DEFAULT NULL,
+        "Div5WheelsOff" varchar(10) DEFAULT NULL,
+        "Div5TailNum" varchar(10) DEFAULT NULL
+      ) ;
+
+
+copy into ontime from '/data24r1/hannes/ontime/10m.csv' using delimiters ',','\n','"' NULL AS '' LOCKED;
+
+
diff --git a/oracle-protocol.labnotes b/oracle-protocol.labnotes
new file mode 100644
index 0000000000000000000000000000000000000000..cc74cbd74e03053dd847af6337896c5a75d43d82
--- /dev/null
+++ b/oracle-protocol.labnotes
@@ -0,0 +1,116 @@
+
+/*     */ public class Packet
+/*     */   implements SQLnetDef
+/*     */ {
+/*     */   private int buffer2send;
+/*     */   protected int sdu;
+/*     */   protected int tdu;
+/*     */   protected int length;
+/*     */   public int type;
+/*     */   protected int flags;
+/*     */   protected int dataLen;
+/*     */   protected int dataOff;
+/*     */   protected String data;
+/*     */   protected byte[] buffer;
+/* 112 */   protected int leftOverFromPreviousRead = 0;
+/*     */   
+/*     */ 
+
+
+
+Packet class, size is SDU
+
+
+DataPacket
+
+
+
+netinputstream on top (same as MAPI block stream essentially)
+
+
+packets on top again ?!?
+
+
+
+unmarshalOneRow
+
+
+rowSpaceIndicator points to beginning of row in result set?
+
+
+rowSpaceIndicator = pointer into row buffer
+
+fields: known lengths or strings with char >> 1 leng prefix
+
+
+
+
+/* 1032 */         lenoffset = columnIndex + charLength * currentRow;
+
+
+
+/* 1033 */         int len = rowSpaceChar[lenoffset] >> '\001';
+/*      */         
+/* 1035 */         if (len > internalTypeMaxLength) {
+/* 1036 */           len = internalTypeMaxLength;
+/*      */         }
+/* 1038 */         result = new String(rowSpaceChar, lenoffset + 1, len);
+
+
+16 bit -> 15 bit string length
+
+
+
+
+
+
+
+/*  252 */       if (rowSpaceIndicator[(indicatorIndex + currentRow)] != -1)
+/*      */       {
+/*  254 */         off = columnIndex + byteLength * currentRow;
+/*  255 */         int year = oracleYear(off);
+/*      */         
+/*  257 */         Calendar cal2 = (Calendar)cal.clone();
+/*      */         
+/*  259 */         cal2.set(year, oracleMonth(off), oracleDay(off), 0, 0, 0);
+/*  260 */         cal2.set(14, 0);
+/*      */         
+/*      */ 
+/*      */ 
+/*  264 */         if ((year > 0) && (cal2.isSet(0))) {
+/*  265 */           cal2.set(0, 1);
+/*      */         }
+/*  267 */         result = new Date(cal2.getTimeInMillis());
+/*      */       }
+/*      */       
+/*      */ 
+
+
+
+NumberCommonAccessor interesting binary
+
+
+
+
+
+oracle.jdbc.driver.T4CCharAccessor.unmarshalOneRow()
+
+
+
+int32, char(10);
+
+42, 'DPFKG'
+100 00 00 00 OK
+
+
+
+
+https://dev.mysql.com/doc/internals/en/binary-protocol-resultset-row.html
+
+https://github.com/siddontang/go-mysql/blob/master/Godeps/_workspace/src/github.com/go-sql-driver/mysql/packets.go
+
+https://dev.mysql.com/doc/internals/en/integer.html#length-encoded-integer
+
+
+[ 6899,	"systemfunctions"	]
+[ 6899,	"systemfunctions"	]
diff --git a/protocols-bytes1.pdf b/protocols-bytes1.pdf
index a9c723e34582e20ac34a479761b8242ae4851834..c5c775dcf7a78c7eae09d24e39e41c6f9d4ddca3 100644
GIT binary patch
delta 1402
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delta 1734
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diff --git a/protocols-bytes2.pdf b/protocols-bytes2.pdf
index fb87f3649800a225f9e732160ea9ca58029e9008..a8e03de3df225d590612143e0b012c9eb24eeebf 100644
GIT binary patch
delta 1066
zcmbQJeo=LTxr(8Yp{a?viLoY^zHfetOJYf?f`*Hgk%6I^fdx!%V)Pwm3v<iK8`wlA
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delta 1247
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D{-rXz

diff --git a/protocols-memory.pdf b/protocols-memory.pdf
index 4f05c278c92cbd05dc1f2f6ed483f0f2604ee279..febe107ccab188132373b382fca1df620911d1ee 100644
GIT binary patch
delta 1437
zcmZXUYdF&j0LEJ~Wk^|=>v~+Hxol&TjNGNgEMl`puDMg}DEUXOiMd7>kxOz*rXnF`
zB?%#<S?1PpD|1U6=5)^UoG+*M)BF5>&+~qK|I}n0NyjMbB6ao97&PjLur@x})7<@%
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delta 1748
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diff --git a/protocols-network.pdf b/protocols-network.pdf
index 6e118600be3824062c7876aec3bcc958a3968876..3f1e059904aa845548019d903cfd0f45ff298622 100644
GIT binary patch
delta 2409
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delta 3200
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diff --git a/protocols-time2.pdf b/protocols-time2.pdf
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diff --git a/protocols-wrapper-bytes.pdf b/protocols-wrapper-bytes.pdf
index b2cafc6791602c86bc6240c2617577cb8cb7875c..127d56648bd7ceb58cafabee9e2ee29a1c2d7c69 100644
GIT binary patch
delta 1541
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diff --git a/protocols-wrapper-memory.pdf b/protocols-wrapper-memory.pdf
index 121e1f4824be4484ff45a2fc2283f8a528a32d0c..f720afe7602050339572ac63ad1425cf4c43af24 100644
GIT binary patch
delta 1562
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diff --git a/protocols-wrapper-time.pdf b/protocols-wrapper-time.pdf
index 646573435abfe6cde91e26ae299af8417f97b3b6..6db5b2224c8feeb17e954a16e9bfdf36835d9803 100644
GIT binary patch
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diff --git a/protopics/hive.eps b/protopics/hive.eps
index 721c0ee320209bace4530c7c868527f2fa45402a..14b2fc0c4e670cf76c67568b0cd9d633869fd728 100644
--- a/protopics/hive.eps
+++ b/protopics/hive.eps
@@ -1,10 +1,10 @@
 %!PS-Adobe-3.0 EPSF-3.0
 %%Creator: cairo 1.14.4 (http://cairographics.org)
-%%CreationDate: Fri Aug 12 16:39:28 2016
+%%CreationDate: Mon Aug 22 12:46:56 2016
 %%Pages: 1
 %%DocumentData: Clean7Bit
 %%LanguageLevel: 2
-%%BoundingBox: 0 0 385 235
+%%BoundingBox: 0 1 385 179
 %%EndComments
 %%BeginProlog
 save
@@ -230,8 +230,11 @@ cleartomark
 end readonly def
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 0 1 255 {1 index exch /.notdef put} for
+dup 49 /one put
+dup 50 /two put
 dup 66 /B put
 dup 67 /C put
+dup 68 /D put
 dup 70 /F put
 dup 76 /L put
 dup 79 /O put
@@ -241,7 +244,6 @@ dup 97 /a put
 dup 100 /d put
 dup 101 /e put
 dup 103 /g put
-dup 104 /h put
 dup 105 /i put
 dup 108 /l put
 dup 109 /m put
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+0 -1.166689 Td
+[(Coun)25(t)]TJ
+-9.417098 23.239493 Td
+(Data)Tj
+0 -1.166689 Td
+[(Colum)-3(n)-327(1)]TJ
+0.0340207 -14.224066 Td
+(Data)Tj
+0 -1.166689 Td
+[(Colum)-3(n)-327(2)]TJ
 ET
-176.199 125.555 16 -16 re S
-192.199 109.555 m 16.199 93.555 l S
-288.199 109.555 m 368.199 93.555 l S
+192.199 82.48 144 -16 re S
+288.199 82.48 m 288.199 66.48 l S
+80.199 82.48 m 80.199 66.48 l S
 Q Q
 showpage
 %%Trailer
diff --git a/protopics/hive.pdf b/protopics/hive.pdf
index 5c93c85b7755b88f40d0f2f0a2116ee5a365a891..c869450d7a4f6133f8e11f04ab6494e786cb282f 100644
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index f6a1f64a6342ec8a57e37faae6369e6f9ac9eb93..7d103a36b8bee4ef553ae58a0eac05d2c861e2a1 100644
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+++ b/protopics/maria.eps
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diff --git a/protopics/monetdb.eps b/protopics/monetdb.eps
index 1f29249bfd03d1f4ea3d3f991fdaccfdd1efe067..b3c679611b18334aa1429c8b716644e09df49b49 100644
--- a/protopics/monetdb.eps
+++ b/protopics/monetdb.eps
@@ -1,10 +1,10 @@
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-%%CreationDate: Fri Aug 12 13:26:01 2016
+%%CreationDate: Mon Aug 22 11:37:23 2016
 %%Pages: 1
 %%DocumentData: Clean7Bit
 %%LanguageLevel: 2
-%%BoundingBox: 0 0 385 139
+%%BoundingBox: 0 0 385 100
 %%EndComments
 %%BeginProlog
 save
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 dup 109 /m put
 dup 110 /n put
-dup 111 /o put
 dup 112 /p put
 dup 114 /r put
 dup 115 /s put
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diff --git a/protopics/newproto.eps b/protopics/newproto.eps
index f7951ca36361a6e543cc6d5a6b246e0aa04657e0..b3258168103999493290716f3177840565452a8f 100644
--- a/protopics/newproto.eps
+++ b/protopics/newproto.eps
@@ -1,10 +1,10 @@
 %!PS-Adobe-3.0 EPSF-3.0
 %%Creator: cairo 1.14.4 (http://cairographics.org)
-%%CreationDate: Fri Aug 12 16:47:27 2016
+%%CreationDate: Fri Aug 19 16:36:29 2016
 %%Pages: 1
 %%DocumentData: Clean7Bit
 %%LanguageLevel: 2
-%%BoundingBox: 0 0 385 140
+%%BoundingBox: 0 0 385 94
 %%EndComments
 %%BeginProlog
 save
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 dup 53 /five put
 dup 54 /six put
 dup 55 /seven put
-dup 57 /nine put
 dup 66 /B put
 dup 67 /C put
 dup 69 /E put
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@@ -224,12 +219,8 @@ dup 49 /one put
 dup 50 /two put
 dup 67 /C put
 dup 68 /D put
-dup 76 /L put
 dup 82 /R put
 dup 97 /a put
-dup 101 /e put
-dup 103 /g put
-dup 104 /h put
 dup 108 /l put
 dup 109 /m put
 dup 110 /n put
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diff --git a/throughput.pdf b/throughput.pdf
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diff --git a/total-bytes-ints.pdf b/total-bytes-ints.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..68cc6f426d8517d2c9736bb25340e90158af6a92
GIT binary patch
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diff --git a/total-bytes-shootout.pdf b/total-bytes-shootout.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..25a0dc986e27af61342195f758c352b17bfd67ad
GIT binary patch
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diff --git a/total-bytes-strings.pdf b/total-bytes-strings.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..dccf7a830cdff9c2188389d0d1cb6698c12208bd
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/total-bytes.pdf b/total-bytes.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5deab3001eb4262739e01e6034541a413db34780
GIT binary patch
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diff --git a/total-time-ints-noprint.pdf b/total-time-ints-noprint.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..6c2fb7fbe9c53eb73ff074b348abcb3503b8a5bf
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diff --git a/total-time-noprint.pdf b/total-time-noprint.pdf
new file mode 100644
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diff --git a/total-time.pdf b/total-time.pdf
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diff --git a/vldb-protocols.labnotes b/vldb-protocols.labnotes
index 85ceba967d00c491b97427de336f853c24c2aa97..06fc21560fa8d3f193f85c3ea3236d89a6b7b069 100644
--- a/vldb-protocols.labnotes
+++ b/vldb-protocols.labnotes
@@ -224,7 +224,7 @@ l_orderkey INT NOT NULL,
 l_partkey INT NOT NULL,
 l_suppkey INT NOT NULL,
 l_linenumber INT NOT NULL,
-l_quantity INTEGER NOT NULL,
+l_quantity INT NOT NULL,
 l_extendedprice DECIMAL(15,2) NOT NULL,
 l_discount DECIMAL(15,2) NOT NULL,
 l_tax DECIMAL(15,2) NOT NULL,
diff --git a/vldb-protocols2.R b/vldb-protocols2.R
index b4739f52396efd062bbbefe4a9544002843b0d20..b2c86a746ccb0b7bd6f044b795b843c6511ddb74 100644
--- a/vldb-protocols2.R
+++ b/vldb-protocols2.R
@@ -1,7 +1,9 @@
-
 library(dplyr)
 library(ggplot2)
 library(ggthemes)
+library(ggrepel)
+library(stringr)
+
 
 theme <- theme_few(base_size = 24) + 
 theme(axis.title.y=element_text(vjust=0.9), 
@@ -10,31 +12,276 @@ theme(axis.title.y=element_text(vjust=0.9),
   text=element_text(family="serif"))
 
 
-read.table("12.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+read.table("11.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
 
 
 sysnames <- c("mariadb-default"="MySQL", "mariadb-compress"="MySQL+C", "oracle-default"="DBMS X", "postgres-default" = "PostgreSQL", "db2-default" = "DB2", "monetdb-default"="MonetDB", "hbase-default" = "HBase", "hive-default" = "Hive", "mongodb-default" = "MongoDB")
 
-dd3 %>% filter(network=="unlimited", protocol == "native", timeout != 1, system %in% c("hive-default", "hbase-default", "mariadb-default", "mariadb-compress", "db2-default", "oracle-default", "postgres-default", "monetdb-default", "mongodb-default"), tuple %in% c(1, 1000000)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, time, bytes) %>% group_by(system, tuple) %>% summarise_each(funs(mean)) -> dd4
+dd3 %>% filter(network=="unlimited", protocol == "native", timeout != 1, system %in% c("hive-default", "hbase-default", "mariadb-default", "mariadb-compress", "db2-default", "oracle-default", "postgres-default", "monetdb-default", "mongodb-default"), tuple %in% c(1, 1000000)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, time, bytes) %>% group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+ 
+dd5 <- dd4 %>% filter(tuple==1000000) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by="system") %>% mutate(tuple_time_ms=((time_1m-time_1)/1000000)*1000, tuple_bytes=(bytes_1m-bytes_1)/1000000) 
+
+
+pdf("total-time.pdf", width=10, height=5)
+
+ggplot(dd4 %>% filter(tuple == 1000000), aes(y=time_mean, x=reorder(system, -time_mean), label=round(time_mean, 1))) + geom_bar(stat="identity", position="dodge", width=.5) + geom_errorbar(aes(ymax = time_mean + time_se, ymin=time_mean - time_se), width=0.2, size=1) +  theme + xlab("") + ylab("Wall clock time (s)") + coord_flip() + geom_text(size=7, hjust=-.8, family="serif") + scale_y_continuous(limits=c(0, 31))
+
+
+dev.off()
+
+pdf("total-bytes.pdf", width=10, height=5)
+
+ggplot(dd4 %>% filter(tuple == 1000000) %>% mutate(bytes_mean_mb=(bytes_mean/1024/1024)), aes(y=bytes_mean_mb, x=reorder(system, -bytes_mean_mb), label=round(bytes_mean_mb, 2))) + geom_hline(yintercept=120, linetype="dashed") + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Bytes transferred (MB)") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif")  + scale_y_continuous(limits=c(0, 400)) 
+
+
+dev.off()
+
+
+
+# pdf("time-per-tuple.pdf", width=10, height=5)
+
+# ggplot(dd5, aes( y=tuple_time_ms, x=reorder(system, -tuple_time_ms), label=round(tuple_time_ms, 4))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Time per tuple (ms)") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") + scale_y_continuous(limits=c(0, .03))
+
+
+# dev.off()
+
+
+# pdf("bytes-per-tuple.pdf", width=10, height=5)
+
+
+# ggplot(dd5, aes( y=tuple_bytes, x=reorder(system, -tuple_bytes), label=round(tuple_bytes))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Bytes per tuple") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") + scale_y_continuous(limits=c(0, 410))
+
+
+# dev.off()
+
+
+
+# ggplot(dd5, aes(y=tuple_time_ms, x=tuple_bytes, label=system)) + geom_point() + geom_text(size=7, hjust=-.1, family="serif") + theme
+
+
+
+read.table("13.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+ntuples <- 1000000
+
+sysnames <- c("mariadb-default"="MySQL", "mariadb-compress"="MySQL+C", "oracle-default"="DBMS X", "postgres-default" = "PostgreSQL", "db2-default" = "DB2", "monetdb-prot9"="MonetDB", "hbase-default" = "HBase", "hive-default" = "Hive", "mongodb-default" = "MongoDB")
+
+dd3 %>% filter(protocol == "odbc-noprint", timeout != 1, system %in% c("hive-default", "hbase-default", "mariadb-default", "mariadb-compress", "db2-default", "oracle-default", "postgres-default", "monetdb-prot9", "mongodb-default"), tuple %in% c(1, ntuples)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, network, time, bytes) %>% group_by(system, tuple, network) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+ 
+
+
+dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("system", "network"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+
+
+pdf("total-time-noprint.pdf", width=10, height=3.5)
+
+ggplot(dd4 %>% filter(tuple == 1000000, network=="unlimited"), aes(y=time_mean, x=reorder(system, -time_mean), label=round(time_mean, 1))) + geom_hline(yintercept=0.237, linetype="dashed") + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Wall clock time (s)") + coord_flip() + geom_text(size=7, hjust=-.8, family="serif") + scale_y_continuous(limits=c(0, 6))
+
+
+dev.off()
+
+# pdf("time-per-tuple5.pdf", width=10, height=5)
+
+# ggplot(dd5 %>% filter(network == "unlimited"), aes( y=tuple_time_ms, x=reorder(system, -tuple_time_ms), label=round(tuple_time_ms, 4))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Time per tuple (ms)") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") 
+
+# dev.off()
+
+
+# pdf("time-per-tuple6.pdf", width=10, height=5)
+
+# ggplot(dd5 %>% filter(network == "10mbitethhd"), aes( y=tuple_time_ms, x=reorder(system, -tuple_time_ms), label=round(tuple_time_ms, 4))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Time per tuple (ms)") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") 
+
+# dev.off()
+
+
+
+# pdf("bytes-per-tuple5.pdf", width=10, height=5)
+
+
+# ggplot(dd5 %>% filter(network == "unlimited"), aes( y=tuple_bytes, x=reorder(system, -tuple_bytes), label=round(tuple_bytes))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Bytes per tuple") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif")
+
+# dev.off()
+
+
+
+# ggplot(dd5, aes( x=network, y=tuple_time_ms, fill=system)) +geom_bar(stat="identity", position="dodge", width=.5) 
+
+
+
+read.table("43.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+
+ntuples <- 1000000
+
+sysnames <- c("mariadb-default"="MySQL", "mariadb-compress"="MySQL+C", "oracle-default"="DBMS X", "postgres-default" = "PostgreSQL", "db2-default" = "DB2", "monetdb-prot9"="MonetDB", "monetdb-prot10-none-none"="MonetDB++", "monetdb-prot10-snappy-none"="MonetDB++S", "hbase-default" = "HBase", "hive-default" = "Hive", "mongodb-default" = "MongoDB")
+
+dd3 %>% filter(protocol == "odbc-noprint", timeout != 1, system %in% c("mariadb-default", "db2-default", "oracle-default", "postgres-default", "monetdb-prot9", "mariadb-compress"), tuple %in% c(1, ntuples)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, throughput, latency, time, bytes) %>% group_by(system, tuple, throughput, latency) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+ 
+
+
+dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("system", "throughput", "latency"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+
+pdf("latency.pdf", width=10, height=5)
+
+ggplot(dd5 %>% filter(is.na(throughput)), aes(color=system, y=adj_time, x=latency, label=round(adj_time, 1)))  + geom_line(size=1.5) + geom_point(size=3) + scale_y_log10() + scale_x_log10(breaks=c(0.1,1,10,100), limits=c(0.1, 500)) + theme  + xlab("Latency (ms, log)") + ylab("Wall clock time (s, log)") +  theme(legend.position = "none") +  geom_text_repel(data = dd5 %>% filter(is.na(throughput), latency==100 | (system=="DBMS X" & latency==10)), aes(label = system), size = 8,  nudge_x = .3, segment.color = NA, family="serif") 
+
+
+dev.off()
+
+
+pdf("throughput.pdf", width=10, height=5)
+
+ggplot(dd5 %>% filter(is.na(latency)), aes(color=system, y=adj_time, x=throughput, label=round(adj_time, 1)))  + geom_line(size=1.5) + geom_point(size=3) + scale_y_log10() + scale_x_log10(breaks=c(10,100,1000), limits=c(10, 3500)) + theme  + xlab("Throughput (Mb/s, log)") + ylab("Wall clock time (s, log)") +  theme(legend.position = "none") +
+  geom_text_repel(data = dd5 %>% filter(is.na(latency), throughput==1000), aes(label = system), size = 8,  nudge_x = .35, segment.color = NA, family="serif") 
+dev.off()
+
+
+read.table("44.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+
+compnames <- c("snappy"="Sy", "xz"="XZ", "lz4" = "LZ4", "gzip" = "GZ")
+
+
+dd3 %>% filter(grepl("netcat-prot-", dd3$system, fixed=T), tuple == 1000000, bin_chunksize == 100000, is.na(latency)) %>% select(bin_compress, bin_orientation, throughput, bytes, time) %>% group_by(bin_compress, bin_orientation, throughput) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) %>% mutate(bytes_mean_mb=(bytes_mean/1024/1024), bin_compress_name=ifelse(bin_compress == "", "None", compnames[bin_compress]), throughput=ifelse(is.na(throughput), "Unlimited", throughput)) -> dd4
+
+
+
+
+
+dd4$throughput <- factor(dd4$throughput, levels=c("Unlimited", "1000", "100", "10"))
+
+pdf("compression.pdf", width=10, height=6)
+
+ggplot(dd4 %>% filter(bin_orientation == "col"), aes(y=time_mean, x=bytes_mean_mb, label=bin_compress_name)) + geom_point(size=3) +  theme + scale_y_log10() + ylab("Wall clock time (s, log)") + xlab("Bytes transferred (MB)") + theme(legend.position = "none") + facet_wrap(~throughput) + geom_text_repel(family="serif", size=8, point.padding=unit(2,"mm"))
+
+
+dev.off()
+
+
+# for table
+
+xtable::xtable(dd4 %>% filter(is.na(throughput)) %>% select(bin_compress, bin_orientation, bytes_mean) %>% mutate(bytes_mean_mb=round(bytes_mean/1024/1024,1), ratio=round(110271223/bytes_mean, 2)) %>% select(bin_compress, bin_orientation,bytes_mean_mb, ratio))
+
+
+
+
+
+read.table("47.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+
+
+ntuples <- 10000000
+
+sysnames <- c("monetdb-prot10-strings-none-none"="Null-Terminated", "monetdb-prot10-strings-snappy-none"="Null-Terminated + Sy","monetdb-prot10-none-none"="Fixed Witdth", "monetdb-prot10-snappy-none"="Fixed Width + Sy")
+
+dd3 %>% filter(network=="unlimitedms-unlimitedmb/s", protocol == "odbc-noprint", timeout != 1, system %in% c(names(sysnames)), tuple %in% c(1,ntuples)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, time, bytes) %>% group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
  
-dd5 <- dd4 %>% filter(tuple==1000000) %>% rename(time_1m=time, bytes_1m=bytes) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time, bytes_1=bytes), by="system") %>% mutate(tuple_time_ms=((time_1m-time_1)/1000000)*1000, tuple_bytes=(bytes_1m-bytes_1)/1000000) 
+ dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("system"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
 
 
-pdf("time-per-tuple.pdf", width=10, height=5)
+pdf("total-time-strings-noprint.pdf", width=10, height=3)
 
-ggplot(dd5, aes( y=tuple_time_ms, x=reorder(system, -tuple_time_ms), label=round(tuple_time_ms, 4))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Time per tuple (ms)") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") + scale_y_continuous(limits=c(0, .03))
 
+ggplot(dd5 %>% filter(tuple.x == ntuples), aes(y=adj_time, x=reorder(system, -adj_time), label=round(adj_time, 2))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Wall clock time (s)") + coord_flip() + geom_text(size=7, hjust=-.4, family="serif") + scale_y_continuous(limits=c(0, 4))
 
 dev.off()
 
+pdf("total-bytes-strings.pdf", width=10, height=3)
+
+ggplot(dd4 %>% filter(tuple == ntuples) %>% mutate(bytes_mean_mb=(bytes_mean/1024/1024)), aes(y=bytes_mean_mb, x=reorder(system, -bytes_mean_mb), label=round(bytes_mean_mb, 2))) + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Bytes transferred (MB)") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif")  + scale_y_continuous(limits=c(0, 840)) 
 
-pdf("bytes-per-tuple.pdf", width=10, height=5)
+
+dev.off()
 
 
-ggplot(dd5, aes( y=tuple_bytes, x=reorder(system, -tuple_bytes), label=round(tuple_bytes))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Bytes per tuple") + coord_flip() + guides(fill=FALSE) + geom_text(size=7, hjust=-.2, family="serif") + scale_y_continuous(limits=c(0, 410))
+sysnames <- c("monetdb-prot10-intsonly-pfor"="PFOR-DELTA", "monetdb-prot10-intsonly-none"="None","monetdb-prot10-intsonly-pfor-snappy"="PFOR + Snappy", "monetdb-prot10-intsonly-none-snappy"="Snappy")
 
+dd3 %>% filter(network=="unlimitedms-unlimitedmb/s", protocol == "odbc-noprint", timeout != 1, system %in% c(names(sysnames)), tuple %in% c(1,ntuples)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, time, bytes) %>% group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+ 
+ dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("system"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+
+pdf("total-time-ints-noprint.pdf", width=10, height=3)
+
+
+ggplot(dd5 %>% filter(tuple.x == ntuples), aes(y=adj_time, x=reorder(system, -adj_time), label=round(adj_time, 3)))  + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Wall clock time (s)") + coord_flip() + geom_text(size=7, hjust=-.4, family="serif") + scale_y_continuous(limits=c(0, 1.2))
 
 dev.off()
 
+pdf("total-bytes-ints.pdf", width=10, height=3)
+
+ggplot(dd4 %>% filter(tuple == ntuples) %>% mutate(bytes_mean_mb=(bytes_mean/1024/1024)), aes(y=bytes_mean_mb, x=reorder(system, -bytes_mean_mb), label=round(bytes_mean_mb, 2))) + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Bytes transferred (MB)") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif")  + scale_y_continuous(limits=c(0, 220)) 
+
+
+dev.off()
+
+
+
+
+sysnames <- c("monetdb-prot10"="New Protocol", "netcat-csv"="netcat")
+
+dd3 %>% filter(network=="unlimitedms-unlimitedmb/s", timeout != 1, system %in% c(names(sysnames)), tuple %in% c(1,ntuples)) %>% mutate(system=sysnames[system]) %>% select(system, tuple, time, bytes) %>% group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+ 
+ dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("system"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+
+pdf("total-time-shootout-noprint.pdf", width=10, height=3)
+
+
+ggplot(dd5 %>% filter(tuple.x == ntuples), aes(y=adj_time, x=reorder(system, -adj_time), label=round(adj_time, 2))) + geom_bar(stat="identity", position="dodge", width=.5) +  theme + xlab("") + ylab("Wall clock time (s)") + coord_flip() + geom_text(size=7, hjust=-.4, family="serif") #+ scale_y_continuous(limits=c(0, 4))
+
+dev.off()
+
+pdf("total-bytes-shootout.pdf", width=10, height=3)
+
+ggplot(dd4 %>% filter(tuple == ntuples) %>% mutate(bytes_mean_mb=(bytes_mean/1024/1024)), aes(y=bytes_mean_mb, x=reorder(system, -bytes_mean_mb), label=round(bytes_mean_mb, 2))) + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Bytes transferred (MB)") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif") # + scale_y_continuous(limits=c(0, 840)) 
+
+
+dev.off()
+
+
+
+
+read.table("48.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+
+ntuples <- 1000000
+
+dd3 %>% filter(grepl("monetdb-prot10-", dd3$system, fixed=T)) %>% mutate(system2 = gsub("monetdb-prot10-","", system, fixed=T), compression=str_split_fixed(system2, "-", 2)[,1], chunksize=as.integer(str_split_fixed(system2, "-", 2)[,2])) %>% filter(timeout != 1, tuple %in% c(1,ntuples)) %>% select(compression, chunksize, tuple, time, bytes) %>% group_by(compression, chunksize, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+
+
+ dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("compression", "chunksize"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+dd5 %>% select(compression, chunksize, adj_time, adj_bytes)  -> dd6
+
+print(xtable::xtable(dd6 %>% filter(compression=="snappy")%>% full_join(dd6 %>% filter(compression =="none"), by="chunksize") %>% select(chunksize, time_uncomp=adj_time.y, bytes_uncom=adj_bytes.y, time_snappy=adj_time.x, bytes_snappy=adj_bytes.x) %>% mutate(ratio=round(bytes_uncom/bytes_snappy, 2), time_uncomp=round(time_uncomp, 2), time_snappy=round(time_snappy, 2), bytes_uncom=round(bytes_uncom/1024/1024, 1)) %>% select(chunksize, time_uncomp, time_snappy, bytes_uncom, ratio)), include.rownames=FALSE)
+
+# ggplot(dd5, aes(y=adj_time, x=chunksize/1024, color=compression)) +  theme + xlab("Chunk Size (KB)") + ylab("Wall clock time (s)") + geom_line() + geom_point() + scale_x_log10()
+
+
+# ggplot(dd5, aes(y=adj_bytes/1024, x=chunksize/1024, color=compression)) +  theme + xlab("Chunk Size (KB)") + ylab("Data transferred (KB)") + geom_line() + geom_point() + scale_x_log10()
+
+
+
+
+
+
+
+read.table("49.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
+
+ntuples <- 1000000
+
+dd3 %>% filter(grepl("monetdb-prot10-", dd3$system, fixed=T)) %>% mutate(system2 = gsub("monetdb-prot10-","", system, fixed=T), compression=str_split_fixed(system2, "-", 2)[,1], stringmethod=str_split_fixed(system2, "-", 2)[,2]) %>% filter(timeout != 1, tuple %in% c(1,ntuples)) %>% select(compression, stringmethod, tuple, time, bytes) %>% group_by(compression, stringmethod, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
+
+
+ dd5 <- as.data.frame(dd4 %>% filter(tuple==ntuples) %>% rename(time_1m=time_mean, bytes_1m=bytes_mean) %>% left_join(dd4 %>% filter(tuple == 1) %>% rename(time_1=time_mean, bytes_1=bytes_mean), by=c("compression", "stringmethod"))) %>% mutate(tuple_time_ms=((time_1m-time_1)/ntuples)*1000, tuple_bytes=(bytes_1m-bytes_1)/ntuples, adj_time= time_1m-time_1, adj_bytes=bytes_1m-bytes_1)
+
+
+ # ggplot(dd5 %>% filter(compression == "snappy"), aes(y=adj_time, x=reorder(stringmethod, -adj_time), label=round(adj_time, 2))) + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Wall clock time") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif")
+
+
+ # ggplot(dd5 %>% filter(compression == "snappy"), aes(y=adj_bytes, x=reorder(stringmethod, -adj_bytes), label=round(adj_bytes, 2))) + geom_bar(stat="identity", position="dodge", width=.5) + theme + xlab("") + ylab("Wall clock time") + coord_flip() + geom_text(size=7, hjust=-.2, family="serif")
+
+
+
+dd5 %>% select(compression, stringmethod, adj_time, adj_bytes)  -> dd6
 
+print(xtable::xtable(dd6 %>% filter(compression=="snappy")%>% full_join(dd6 %>% filter(compression =="none"), by="stringmethod") %>% select(stringmethod, time_uncomp=adj_time.y, bytes_uncom=adj_bytes.y, time_snappy=adj_time.x, bytes_snappy=adj_bytes.x) %>% mutate(ratio=round(bytes_uncom/bytes_snappy, 2), time_uncomp=round(time_uncomp, 2), time_snappy=round(time_snappy, 2), bytes_uncom=round(bytes_uncom/1024/1024, 1)) %>% select(stringmethod, time_uncomp, time_snappy, bytes_uncom, ratio)), include.rownames=FALSE)