diff --git a/duckdb-dataframe/benchmark.sh b/duckdb-dataframe/benchmark.sh index c53269004..12a7b4ca5 100755 --- a/duckdb-dataframe/benchmark.sh +++ b/duckdb-dataframe/benchmark.sh @@ -4,7 +4,7 @@ sudo apt-get update sudo apt-get install -y python3-pip -pip install --break-system-packages pandas duckdb +pip install --break-system-packages pandas duckdb==1.1.3 # Download the data wget --no-verbose --continue https://datasets.clickhouse.com/hits_compatible/athena/hits.parquet diff --git a/duckdb-dataframe/results/c6a.metal.json b/duckdb-dataframe/results/c6a.metal.json index ca1b6e053..aa9d27bb6 100644 --- a/duckdb-dataframe/results/c6a.metal.json +++ b/duckdb-dataframe/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "DuckDB (DataFrame)", - "date": "2024-09-09", + "date": "2024-11-27", "machine": "c6a.metal, 500gb gp2", "cluster_size": 1, "comment": "", @@ -13,222 +13,222 @@ "dataframe" ], "load_time": 0, - "data_size": 46998823722, + "data_size": 46998823718, "result": [ [ - 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0.1551087150000967, + 0.16184255600092 ], [ - 0.45268178699984674, - 0.43472940599995127, - 0.4311858629998824 + 0.27595473199835396, + 0.2603688390008756, + 0.26190650700300466 ], [ - 1.162701579000077, - 0.9709281650000321, - 0.9300721709998925 + 0.35804710400043405, + 0.34710251099750167, + 0.35830062899913173 ], [ - 0.3190891100000499, - 0.3109210760001133, - 0.30955156799996075 + 0.24988104899966856, + 0.2425102640008845, + 0.2548129160022654 ], [ - 0.5417726650000532, - 0.5106009759999779, - 0.4813571659999525 + 0.3875485179996758, + 0.3869811140029924, + 0.3995274230001087 ], [ - 0.02814393799985737, - 0.0257830399998511, - 0.025415173000055802 + 0.04479555999932927, + 0.024000142999284435, + 0.024632577999000205 ], [ - 0.035018445000114298, - 0.026704358999950273, - 0.03011910799978068 + 0.02686928199909744, + 0.030509397998685017, + 0.04326502299954882 ], [ - 0.03502820700009579, - 0.03178924200005895, - 0.03449460599995291 + 0.036331108000013046, + 0.037110036002559355, + 0.03612074400007259 ] ] } \ No newline at end of file diff --git a/duckdb-parquet/benchmark.sh b/duckdb-parquet/benchmark.sh index c1ffe63e9..9a341e767 100755 --- a/duckdb-parquet/benchmark.sh +++ b/duckdb-parquet/benchmark.sh @@ -4,7 +4,7 @@ sudo apt-get update sudo apt-get install -y python3-pip -pip install --break-system-packages duckdb psutil +pip install --break-system-packages duckdb==1.1.3 psutil # Load the data seq 0 99 | xargs -P100 -I{} bash -c 'wget --no-verbose --continue https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{}.parquet' diff --git a/duckdb-parquet/results/c6a.4xlarge.json b/duckdb-parquet/results/c6a.4xlarge.json index 95ada5d3f..e51be2b93 100644 --- a/duckdb-parquet/results/c6a.4xlarge.json +++ b/duckdb-parquet/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2023-09-26", + "date": "2024-11-27", "machine": "c6a.4xlarge, 500gb gp2", "cluster_size": 1, "comment": "", @@ -11,48 +11,48 @@ "data_size": 14737666736, "result": [ -[0.06858791799959363,0.044711035000091215,0.042833501000131946], -[0.08466665400010243,0.061327259999870876,0.06103660400003719], -[0.14877448299967,0.10559172700004638,0.10446714899990184], -[0.33234463500002676,0.09389112100006969,0.09252776699986498], -[1.1345820209999147,0.5388421589996142,0.5428325200000472], -[0.8665522809997128,0.7525683420003588,0.7726315990003059], -[0.14739966299976004,0.12885476300016308,0.1280705589997524], -[0.08514470599993729,0.0660608250000223,0.06364701199981937], -[0.7901016199998594,0.6670942910000122,0.6656622149998839], -[1.112716422000176,0.9176106790000631,0.8993262330000107], -[0.4155927659999179,0.21104949600021428,0.21018879099983678], -[1.0025453209996158,0.2506203090001691,0.24569647199996325], -[1.2344316989997424,0.6329478739999104,0.6651636070000677], -[2.456399698000041,1.0311697550000645,1.0137859460000982], -[0.9334836890002407,0.6877674190000107,0.70905577800022], -[0.673465615999703,0.5981919160003599,0.6082133740001154], -[2.494906011999774,1.4013747280000644,1.3922408849998646], -[2.375765204000345,1.324844154999937,1.3226832469999863], -[4.690465237999888,2.3323504360000697,2.3752783559998534], -[0.20363476300008188,0.08883917699995436,0.08691825200003223], -[9.97606974700011,1.850158613000076,1.8413504770001055], -[10.993020309999793,1.688866285000131,1.6903490720001173], -[21.570115048999924,3.479486579999957,3.460369050999816], -[55.44843658699983,11.133978315999684,11.129654930000015], -[2.6089661060000253,0.48738706799986176,0.47928872500006037], -[0.7135218759999589,0.3805757249997441,0.35711958900037644], -[2.769580591999784,0.4973172830000294,0.4876009600002362], -[9.315595299000051,1.488970874000188,1.4658663950003756], -[8.170337007999933,4.1328330040000765,4.145880016000319], -[4.665519644000142,4.670076305000293,4.6598440840002695], -[2.2809909809998317,0.781899636000162,0.7691932829998223], -[6.008987953999622,0.9412647040003321,0.9506733889998031], -[6.1903129289999015,3.628633594999883,3.815570798999943], -[9.97725304100004,2.979070244000013,2.997355967999738], -[9.978100522000204,2.992902611000318,3.022268540999903], -[0.92484311599992,0.8439210039996397,0.8562627520000206], -[0.23992238600021665,0.13403623200019865,0.1317714319998231], -[0.1254186490000393,0.09669256999995923,0.09850224299998445], -[0.13835749800000485,0.09647460799988039,0.0929961749998256], -[0.3313648240000475,0.2376939770001627,0.24857611900006304], -[0.07056037899974399,0.05403545599983772,0.051252997999654326], -[0.07037150599990127,0.04856322000023283,0.04816857199966762], -[0.06874101699986568,0.04819512300036877,0.04709468300006847] -] + [0.11052128000000039,0.07510095800000727,0.07482720299998391], + [0.12390973099999769,0.08799121000001264,0.08659421100000486], + [0.1802913619999913,0.11165366699998458,0.11256087000001003], + [0.44857502400000726,0.11868003600000065,0.11416359200001125], + [1.2294751780000013,0.42031310699999835,0.41501899200000025], + [1.0619799039999975,0.704478875999996,0.6945510980000051], + [0.463516052000017,0.4205021790000103,0.42350347199999305], + [0.14255578700002047,0.09078143099998215,0.091366378999993], + [0.9319725910000045,0.5142498320000186,0.5172727039999927], + [1.3762876150000238,0.7246325790000014,0.7255065909999985], + [0.5583005390000153,0.19166810400000145,0.1881575449999957], + [1.1524824470000112,0.22536062500000753,0.22139205199999878], + [1.4437344370000176,0.5995674480000162,0.5936260590000018], + [2.805760178000014,0.9231901580000113,0.9175548540000023], + [1.1569440859999816,0.651196504000012,0.6422786660000099], + [0.6690660820000005,0.47228665700001216,0.4744386749999876], + [2.791790689999999,1.121874450000007,1.1247018900000114], + [2.7981470900000147,1.125944488000016,1.141634646], + [5.138499918000008,1.9534744589999775,1.9856906880000054], + [0.20532803100002184,0.10882481699999857,0.11244283699997482], + [10.62995572700001,1.844938342000006,1.8348558930000252], + [11.701504103000019,1.7005332410000165,1.7053109770000106], + [22.958297070000015,3.5526050710000163,3.555595224000001], + [58.88756602899997,10.639712609000014,10.690652277000027], + [2.99689328300002,0.4794005240000274,0.483271789000014], + [0.9076006049999705,0.36497371699999803,0.35227883999999676], + [2.994342438999979,0.4895540190000247,0.479844522999997], + [9.353536024999983,1.4645006279999961,1.4759320379999963], + [10.568858570999964,10.158934629999976,10.11379384899999], + [4.335202347000006,4.255150033000007,4.283988227999998], + [2.25947083799997,0.7053096309999773,0.7094401290000292], + [5.932542424000019,0.8128257209999674,0.8173750340000083], + [5.391661251000016,2.37234533000003,2.3208716000000322], + [9.879454598000052,2.6484584210000435,2.640947945999983], + [9.876968317999967,2.6066815840000004,2.639813798999967], + [0.7822432080000112,0.6648381679999602,0.6626834680000115], + [0.24420177100000728,0.14329177199999776,0.15229572799995594], + [0.15579374700001836,0.11827062200001137,0.10689886399995885], + [0.1992192829999908,0.10196714500000326,0.10160259900004576], + [0.4412357339999744,0.2678184920000035,0.26373995500000547], + [0.12147571700000981,0.08117302400000881,0.08039329399997541], + [0.1181243000000336,0.08039320299997144,0.07783418700000766], + [0.11289640699999381,0.07863085899998623,0.07738770099996373] + ] } diff --git a/duckdb-parquet/results/c6a.metal.json b/duckdb-parquet/results/c6a.metal.json new file mode 100644 index 000000000..820ed8f3d --- /dev/null +++ b/duckdb-parquet/results/c6a.metal.json @@ -0,0 +1,58 @@ +{ + "system": "DuckDB (Parquet, partitioned)", + "date": "2024-11-27", + "machine": "c6a.metal, 500gb gp2", + "cluster_size": 1, + "comment": "", + + "tags": ["C++", "column-oriented", "embedded", "stateless"], + + "load_time": 0, + "data_size": 14737666736, + + "result": [ + [0.22064165999836405,0.10886333600137732,0.10035635300300783], + [0.2090159239996865,0.10079622400007793,0.08587361900208634], + [0.24158671799887088,0.10498254399863072,0.11356378700293135], + [0.39156127000023844,0.1437904560007155,0.11517444600031013], + [0.9492011050024303,0.23534582900174428,0.24136485300186905], + [0.9057871529985277,0.30914358100199024,0.23769009399984498], + [0.24534914900141302,0.1509247879985196,0.162418247997266], + [0.23070556400125497,0.11584803399819066,0.11269584900219343], + [0.7073371700025746,0.26606066500244197,0.22921901900190278], + [1.0556358089997957,0.295529817998613,0.26568887699977495], + [0.4892407519982953,0.1328769840001769,0.16416157899948303], + [0.8916413730003114,0.16927299000235507,0.15134500799831585], + [1.1896540300003835,0.28654627699870616,0.27039848700223956], + [2.5535861489988747,0.4687831190021825,0.42421876300068107], + [0.9975665820020367,0.362422553000215,0.2820111139990331], + [0.5269063039995672,0.39250073700168286,0.29078964099971927], + [2.2770834360017034,0.8704268709989265,0.7373391680011991], + [2.285241853998741,0.9774307129991939,0.7003227230015909], + [4.292322358000092,0.9742372030013939,0.6998918900026183], + [0.2506510780003737,0.11718380399906891,0.1293006730011257], + [9.77101984500041,0.527151017999131,0.431143694997445], + [10.999202312999842,0.3956347899984394,0.3579404030024307], + [21.5540906310016,0.6871144640026614,0.5319933459977619], + [55.29203715499898,1.9404848179983674,1.7484993639991444], + [2.612326053000288,0.1912991279968992,0.1776238040001772], + [0.918034816000727,0.19911728600345668,0.17915523299961933], + [2.8879784470009326,0.21927593299915316,0.20239478800067445], + [9.361416278999968,0.46229383399986546,0.409067109998432], + [8.779426084001898,2.899777353999525,3.370570749997569], + [0.7902931309981795,0.5913719390009646,0.5893235910007206], + [2.2267992609995417,0.2571639199995843,0.24316665399965132], + [5.867168218999723,0.4684128890003194,0.4540498100031982], + [4.697866193000664,0.9545511869982874,0.7677795919989876], + [9.78189673399902,1.4304991219978547,1.0890957099982188], + [9.900697042001411,1.1249232040026982,1.0547837240010267], + [0.6744621270008793,0.30249466600071173,0.2852872900002694], + [0.26121385999795166,0.16722514600041904,0.18514311000035377], + [0.21776700200280175,0.11190589800025919,0.1330010960009531], + [0.2297739960013132,0.11809357400125009,0.1213479809994169], + [0.46232909700120217,0.28833456100255717,0.27430850900054793], + [0.2237862940019113,0.1302182739964337,0.10985613000229932], + [0.22377537700231187,0.10815454900148325,0.11889209400032996], + [0.2163319399987813,0.11454355099704117,0.1296722500010219] + ] +} diff --git a/duckdb/benchmark.sh b/duckdb/benchmark.sh index 1b4433933..ff575aadb 100755 --- a/duckdb/benchmark.sh +++ b/duckdb/benchmark.sh @@ -4,7 +4,7 @@ sudo apt-get update sudo apt-get install -y python3-pip -pip install --break-system-packages duckdb psutil +pip install --break-system-packages duckdb==1.1.3 psutil # Load the data @@ -12,7 +12,6 @@ wget --no-verbose --continue 'https://datasets.clickhouse.com/hits_compatible/hi gzip -d hits.csv.gz ./load.py -# 414 seconds # Run the queries diff --git a/duckdb/load.py b/duckdb/load.py index 2cc353621..dce3f963a 100755 --- a/duckdb/load.py +++ b/duckdb/load.py @@ -8,15 +8,15 @@ # enable the progress bar -con.execute('PRAGMA enable_progress_bar') +con.execute('PRAGMA enable_progress_bar;') con.execute('PRAGMA enable_print_progress_bar;') # disable preservation of insertion order -con.execute("SET preserve_insertion_order=false") +con.execute("SET preserve_insertion_order = false;") # perform the actual load print("Will load the data") start = timeit.default_timer() con.execute(open("create.sql").read()) -con.execute("COPY hits FROM 'hits.csv'") +con.execute("COPY hits FROM 'hits.csv';") end = timeit.default_timer() print(end - start) diff --git a/duckdb/results/c5.4xlarge.json b/duckdb/results/c5.4xlarge.json deleted file mode 100644 index 62b5dca25..000000000 --- a/duckdb/results/c5.4xlarge.json +++ /dev/null @@ -1,57 +0,0 @@ -{ - "system": "DuckDB", - "date": "2023-09-26", - "machine": "c5.4xlarge, 500gb gp2", - "cluster_size": 1, - - "tags": ["C++", "column-oriented", "embedded"], - - "load_time": 584, - "data_size": 25332035584, - - "result": [ - [0.026924091999717348,0.003037471999959962,0.0030087130003266793], - [0.16772413799981223,0.012932972999806225,0.012755570000081207], - [1.2386933419998059,0.03195383900037996,0.03169731600019077], - [1.193935569000132,0.05566495500033852,0.055519788000310655], - [1.2719721720000052,0.4797815800002354,0.47364618500023425], - [1.7204052460001549,0.5739197209995837,0.6044714929998918], - [0.13692102499999237,0.016513684000074136,0.016418880999935936], - [0.42878113500000836,0.013978246000078798,0.01376930500009621], - [2.144393795000269,0.5794733759998962,0.5795776770000884], - 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[0.08930611300002056,0.008033808000163845,0.007339697000134038], - [0.06956559599984757,0.009394902000167349,0.009093027000290022] - ] -} diff --git a/duckdb/results/c6a.4xlarge.json b/duckdb/results/c6a.4xlarge.json index 3c424ce31..8fb53f0f9 100644 --- a/duckdb/results/c6a.4xlarge.json +++ b/duckdb/results/c6a.4xlarge.json @@ -6,52 +6,52 @@ "tags": ["C++", "column-oriented", "embedded"], - "load_time": 557, - "data_size": 25409892352, + "load_time": 398.97, + "data_size": 25031880704, "result": [ - [0.028086780999728944,0.002414253000097233,0.0021636960000250838], - [0.46563523099985105,0.010625985999922705,0.01016174400001546], - [0.8891034559997024,0.025961164999898756,0.025551394000103755], - [1.2264355699999214,0.03623923299983289,0.036103159000049345], - [1.2716879180002252,0.3992600950000451,0.39979254900026717], - [1.7464284959996803,0.476917694000349,0.4876424449998922], - [0.3640209790000881,0.014415404999908787,0.013864879999800905], - 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