Comparisons 0.0% 0.0%
Z-Score Change Lang Batch Benchmark Baseline Contender
0.737 1.172% R
tpch
arrow, native, memory_map=False, TPCH-01, scale_factor=10, R
1.392 s 1.375 s
-0.143 1.781% R
tpch
arrow, native, memory_map=False, TPCH-04, scale_factor=1, R
0.345 s 0.339 s
-1.135 -6.668% R
tpch
arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R
0.355 s 0.379 s
-1.560 -8.012% R
tpch
arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R
5.469 s 5.907 s
-0.563 0.996% R
tpch
arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R
0.465 s 0.461 s
-0.650 0.308% R
tpch
arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R
0.338 s 0.337 s
-1.023 -2.808% R
tpch
arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R
0.265 s 0.272 s
-0.707 -0.563% R
tpch
arrow, native, memory_map=False, TPCH-03, scale_factor=1, R
0.374 s 0.376 s
-0.269 2.896% R
tpch
arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R
0.250 s 0.243 s
-1.358 -2.543% R
tpch
arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R
0.406 s 0.416 s
-1.463 -4.762% R
tpch
arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R
1.407 s 1.474 s
-1.655 -2.846% R
tpch
arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R
0.422 s 0.434 s
-0.874 0.916% R
tpch
arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R
0.326 s 0.323 s
-0.726 -2.716% R
tpch
arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R
0.234 s 0.241 s
-1.026 -6.178% R
tpch
arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R
0.801 s 0.850 s
-1.225 -5.131% R
tpch
arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R
0.299 s 0.314 s
0.673 0.168% R
tpch
arrow, native, memory_map=False, TPCH-03, scale_factor=10, R
1.281 s 1.279 s
-0.298 1.230% R
tpch
arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R
0.329 s 0.325 s
-0.819 0.228% R
tpch
arrow, native, memory_map=False, TPCH-02, scale_factor=1, R
0.414 s 0.413 s
-0.697 -5.066% R
tpch
arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R
7.342 s 7.714 s
-0.696 0.192% R
tpch
arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R
0.798 s 0.796 s
-0.119 2.035% R
tpch
arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R
0.238 s 0.233 s
-0.853 -1.734% R
tpch
arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R
0.274 s 0.279 s
-0.821 -4.685% R
tpch
arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R
0.222 s 0.233 s
-0.335 0.367% R
tpch
arrow, native, memory_map=False, TPCH-02, scale_factor=10, R
0.915 s 0.912 s
-1.555 -3.748% R
tpch
arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R
0.541 s 0.562 s
-1.923 -7.088% R
tpch
arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R
0.329 s 0.352 s
-0.982 -4.281% R
tpch
arrow, native, memory_map=False, TPCH-01, scale_factor=1, R
0.333 s 0.347 s
-1.776 -4.583% R
tpch
arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R
0.377 s 0.395 s
-0.829 0.132% R
tpch
arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R
0.306 s 0.305 s
0.830 1.988% R
tpch
arrow, native, memory_map=False, TPCH-04, scale_factor=10, R
1.264 s 1.239 s
-0.254 0.121% R
tpch
arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R
3.569 s 3.565 s
-0.046 2.994% R
tpch
arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R
0.309 s 0.299 s
-0.606 -0.620% R
tpch
arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R
0.387 s 0.389 s
-0.226 1.679% R
tpch
arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R
0.316 s 0.310 s
-0.832 1.904% R
tpch
arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R
0.450 s 0.441 s
-1.653 -2.758% R
tpch
arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R
0.410 s 0.421 s
0.255 0.835% R
tpch
arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R
0.219 s 0.217 s
-0.773 0.475% R
tpch
arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R
0.305 s 0.304 s
-0.049 1.247% R
tpch
arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R
0.403 s 0.398 s
-1.345 1.469% R
tpch
arrow, native, memory_map=False, TPCH-05, scale_factor=1, R
0.401 s 0.395 s
-0.219 0.030% R
tpch
arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R
8.124 s 8.122 s
-0.691 2.181% R
tpch
arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R
0.345 s 0.338 s
-0.234 1.103% R
tpch
arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R
0.321 s 0.317 s
-1.681 -1.099% R
tpch
arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R
0.476 s 0.481 s
-0.844 -0.080% R
tpch
arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R
0.871 s 0.872 s
-0.894 0.918% R
tpch
arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R
8.751 s 8.671 s
-1.809 -1.663% R
tpch
arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R
0.485 s 0.493 s
-0.131 1.916% R
tpch
arrow, native, memory_map=False, TPCH-08, scale_factor=10, R
0.818 s 0.802 s
-1.130 0.173% R
tpch
arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R
0.476 s 0.475 s
-0.353 1.803% R
tpch
arrow, native, memory_map=False, TPCH-05, scale_factor=10, R
0.920 s 0.904 s
-1.010 -2.209% R
tpch
arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R
0.275 s 0.281 s
-1.032 0.272% R
tpch
arrow, native, memory_map=False, TPCH-11, scale_factor=10, R
1.107 s 1.104 s
-1.534 -2.520% R
tpch
arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R
0.335 s 0.344 s
-0.459 1.662% R
tpch
arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R
0.902 s 0.887 s
-0.189 1.640% R
tpch
arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R
0.384 s 0.377 s
-0.767 1.397% R
tpch
arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R
0.532 s 0.525 s
-0.095 0.175% R
tpch
arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R
10.104 s 10.086 s
-0.298 1.663% R
tpch
arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R
0.724 s 0.712 s
-0.261 1.546% R
tpch
arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R
9.362 s 9.217 s
-1.025 -0.207% R
tpch
arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R
0.317 s 0.317 s
-0.863 0.982% R
tpch
arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R
0.200 s 0.198 s
-0.361 0.388% R
tpch
arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R
0.196 s 0.196 s
-0.517 0.542% R
tpch
arrow, native, memory_map=False, TPCH-09, scale_factor=10, R
1.371 s 1.364 s
-0.118 0.623% R
tpch
arrow, native, memory_map=False, TPCH-13, scale_factor=1, R
0.806 s 0.801 s
0.193 2.475% R
tpch
arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R
5.170 s 5.042 s
-0.481 1.786% R
tpch
arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R
0.394 s 0.387 s
-0.625 1.694% R
tpch
arrow, native, memory_map=False, TPCH-09, scale_factor=1, R
0.542 s 0.533 s
-1.422 -0.871% R
tpch
arrow, native, memory_map=False, TPCH-10, scale_factor=10, R
1.182 s 1.193 s
-1.765 -0.855% R
tpch
arrow, native, memory_map=False, TPCH-11, scale_factor=1, R
0.408 s 0.412 s
-0.650 2.001% R
tpch
arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R
10.943 s 10.724 s
-0.533 2.315% R
tpch
arrow, native, memory_map=False, TPCH-08, scale_factor=1, R
0.440 s 0.430 s
-0.652 -0.243% R
tpch
arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R
0.874 s 0.876 s
-1.532 -0.289% R
tpch
arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R
0.257 s 0.257 s
-0.176 1.943% R
tpch
arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R
0.983 s 0.964 s
-0.867 1.012% R
tpch
arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R
0.276 s 0.273 s
-0.029 0.548% R
tpch
arrow, native, memory_map=False, TPCH-06, scale_factor=10, R
0.503 s 0.500 s
-0.421 1.958% R
tpch
arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R
0.348 s 0.341 s
-0.782 0.395% R
tpch
arrow, native, memory_map=False, TPCH-07, scale_factor=1, R
0.427 s 0.425 s
-0.643 1.114% R
tpch
arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R
0.951 s 0.940 s
-0.311 3.123% R
tpch
arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R
1.046 s 1.013 s
-0.358 1.163% R
tpch
arrow, native, memory_map=False, TPCH-10, scale_factor=1, R
0.399 s 0.394 s
-0.331 0.452% R
tpch
arrow, native, memory_map=False, TPCH-06, scale_factor=1, R
0.225 s 0.224 s
-1.086 1.218% R
tpch
arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R
0.432 s 0.427 s
0.126 0.761% R
tpch
arrow, native, memory_map=False, TPCH-07, scale_factor=10, R
1.078 s 1.070 s
-1.077 0.246% R
tpch
arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R
0.357 s 0.356 s
-0.419 2.668% R
tpch
arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R
0.307 s 0.299 s
-0.590 2.811% R
tpch
arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R
0.318 s 0.309 s
-0.728 1.727% R
tpch
arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R
0.438 s 0.430 s
-1.715 -2.239% R
tpch
arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R
0.510 s 0.521 s
-0.460 0.078% R
tpch
arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R
11.518 s 11.509 s
-0.902 -0.192% R
tpch
arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R
3.098 s 3.104 s
-0.986 -0.568% R
tpch
arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R
0.548 s 0.551 s
-0.723 2.797% R
tpch
arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R
0.388 s 0.377 s
-1.541 -1.451% R
tpch
arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R
0.340 s 0.345 s
-0.930 0.610% R
tpch
arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R
0.422 s 0.419 s
0.193 0.479% R
tpch
arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R
35.377 s 35.207 s
-0.814 -1.865% R
tpch
arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R
0.243 s 0.248 s
-1.658 -1.902% R
tpch
arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R
0.375 s 0.382 s
-1.722 -1.514% R
tpch
arrow, native, memory_map=False, TPCH-12, scale_factor=1, R
0.656 s 0.666 s
0.009 0.987% R
tpch
arrow, native, memory_map=False, TPCH-12, scale_factor=10, R
3.615 s 3.579 s
-0.744 0.149% R
tpch
arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R
1.290 s 1.288 s
0.700 1.928% R
tpch
arrow, native, memory_map=False, TPCH-13, scale_factor=10, R
4.708 s 4.617 s
-0.207 2.360% R
tpch
arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R
0.255 s 0.249 s
-0.593 1.114% R
tpch
arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R
0.343 s 0.339 s
0.923 0.822% R
tpch
arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R
15.512 s 15.385 s
-0.122 2.057% R
tpch
arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R
0.287 s 0.281 s
-0.499 0.399% R
tpch
arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R
0.492 s 0.490 s
0.022 1.872% R
tpch
arrow, native, memory_map=False, TPCH-14, scale_factor=1, R
0.560 s 0.549 s
-0.637 1.687% R
tpch
arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R
0.352 s 0.346 s
0.175 3.650% R
tpch
arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R
0.501 s 0.483 s
-0.316 0.101% R
tpch
arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R
2.724 s 2.721 s
0.833 1.151% R
tpch
arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R
2.540 s 2.511 s
-0.789 -0.696% R
tpch
arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R
0.315 s 0.317 s
0.044 3.872% R
tpch
arrow, native, memory_map=False, TPCH-16, scale_factor=10, R
1.159 s 1.115 s
-0.630 3.053% R
tpch
arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R
0.331 s 0.321 s
-0.150 1.026% R
tpch
arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R
0.260 s 0.257 s
-0.255 4.132% R
tpch
arrow, native, memory_map=False, TPCH-15, scale_factor=10, R
0.868 s 0.832 s
-0.912 0.997% R
tpch
arrow, native, memory_map=False, TPCH-17, scale_factor=1, R
0.327 s 0.324 s
-0.077 1.107% R
tpch
arrow, native, memory_map=False, TPCH-19, scale_factor=10, R
8.667 s 8.571 s
0.242 1.077% R
tpch
arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R
0.810 s 0.801 s
0.064 1.462% R
tpch
arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R
0.268 s 0.264 s
-1.158 -0.273% R
tpch
arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R
0.393 s 0.394 s
-1.016 1.104% R
tpch
arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R
0.254 s 0.251 s
-1.096 -0.232% R
tpch
arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R
0.373 s 0.374 s
-0.144 2.308% R
tpch
arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R
0.271 s 0.265 s
0.254 0.550% R
tpch
arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R
28.731 s 28.573 s
-0.468 -0.310% R
tpch
arrow, native, memory_map=False, TPCH-14, scale_factor=10, R
2.312 s 2.319 s
-0.337 1.094% R
tpch
arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R
0.248 s 0.245 s
-0.431 0.170% R
tpch
arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R
0.238 s 0.237 s
-1.093 -3.147% R
tpch
arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R
0.892 s 0.920 s
-0.129 2.080% R
tpch
arrow, native, memory_map=False, TPCH-15, scale_factor=1, R
0.300 s 0.294 s
-1.268 -0.313% R
tpch
arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R
0.317 s 0.318 s
1.222 0.924% R
tpch
arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R
6.062 s 6.006 s
-0.237 0.434% R
tpch
arrow, native, memory_map=False, TPCH-16, scale_factor=1, R
0.395 s 0.394 s
-1.898 0.635% R
tpch
arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R
11.668 s 11.594 s
-1.358 -0.431% R
tpch
arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R
0.419 s 0.420 s
-0.498 0.763% R
tpch
arrow, native, memory_map=False, TPCH-17, scale_factor=10, R
0.928 s 0.921 s
-0.271 0.234% R
tpch
arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R
13.196 s 13.166 s
-1.090 -0.987% R
tpch
arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R
0.321 s 0.324 s
-0.442 1.510% R
tpch
arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R
0.405 s 0.399 s
-0.208 4.128% R
tpch
arrow, native, memory_map=False, TPCH-18, scale_factor=1, R
0.533 s 0.511 s
-0.360 1.432% R
tpch
arrow, native, memory_map=False, TPCH-19, scale_factor=1, R
1.185 s 1.168 s
-0.227 0.386% R
tpch
arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R
31.509 s 31.387 s
-1.133 -1.469% R
tpch
arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R
0.357 s 0.362 s
-0.498 0.248% R
tpch
arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R
3.361 s 3.353 s
-0.404 0.993% R
tpch
arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R
0.311 s 0.308 s
-1.181 -0.389% R
tpch
arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R
0.772 s 0.775 s
0.391 1.661% R
tpch
arrow, native, memory_map=False, TPCH-18, scale_factor=10, R
4.448 s 4.374 s
-1.158 0.053% R
tpch
arrow, native, memory_map=False, TPCH-20, scale_factor=10, R
0.919 s 0.918 s
-0.570 1.080% R
tpch
arrow, native, memory_map=False, TPCH-20, scale_factor=1, R
0.365 s 0.361 s
-0.280 1.420% R
tpch
arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R
0.239 s 0.235 s
-0.372 0.673% R
tpch
arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R
0.312 s 0.310 s
-0.499 1.213% R
tpch
arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R
0.506 s 0.500 s
-1.094 0.067% R
tpch
arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R
3.074 s 3.072 s
0.016 0.338% R
tpch
arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R
30.770 s 30.666 s
-0.555 2.485% R
tpch
arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R
0.621 s 0.606 s
-0.269 1.338% R
tpch
arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R
0.260 s 0.257 s
-0.941 0.021% R
tpch
arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R
0.548 s 0.548 s
0.086 5.492% R
tpch
arrow, native, memory_map=False, TPCH-21, scale_factor=1, R
3.746 s 3.540 s
-0.443 1.129% R
tpch
arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R
0.444 s 0.439 s
0.256 -0.010% R
tpch
arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R
36.505 s 36.508 s
-1.438 0.322% R
tpch
arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R
0.550 s 0.548 s
-0.685 1.407% R
tpch
arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R
0.845 s 0.833 s
-0.568 -0.219% R
tpch
arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R
0.965 s 0.967 s
-0.303 1.534% R
tpch
arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R
5.110 s 5.032 s
-0.919 -0.134% R
tpch
arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R
0.358 s 0.359 s
-0.367 1.195% R
tpch
arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R
0.236 s 0.233 s
-1.015 -0.700% R
tpch
arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R
0.316 s 0.318 s
-1.516 0.224% R
tpch
arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R
53.665 s 53.544 s
-0.710 -0.418% R
tpch
arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R
0.241 s 0.242 s
-1.756 -0.182% R
tpch
arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R
11.107 s 11.127 s
-1.037 -1.412% R
tpch
arrow, native, memory_map=False, TPCH-22, scale_factor=10, R
0.395 s 0.401 s
0.004 2.144% R
tpch
arrow, native, memory_map=False, TPCH-21, scale_factor=10, R
39.457 s 38.611 s
-0.408 1.394% R
tpch
arrow, native, memory_map=False, TPCH-22, scale_factor=1, R
0.272 s 0.268 s
-0.593 -0.305% R
tpch
arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R
0.734 s 0.736 s

Compare current contender run with another run: