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Merged
merged 6 commits into from
Nov 12, 2025
Merged

Update results chDB, latest release 3.7.1 #685

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371eff2
update chdb benchmark result
kafka1991 Nov 10, 2025
b849aa6
Merge branch 'main' into update_chdb_result
kafka1991 Nov 10, 2025
1979250
revert c6a.metal results
kafka1991 Nov 10, 2025
bcbdf14
revert c6a.metal results
kafka1991 Nov 10, 2025
806de0a
revert c6a.metal results
kafka1991 Nov 10, 2025
c7fc2d5
revert c6a.metal results
kafka1991 Nov 10, 2025
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2 changes: 1 addition & 1 deletion chdb-dataframe/benchmark.sh
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ sudo apt-get update -y
sudo apt-get install -y python3-pip python3-venv
python3 -m venv myenv
source myenv/bin/activate
pip install pandas
pip install pandas pyarrow
pip install chdb

# On small machines it can only work with swap
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92 changes: 46 additions & 46 deletions chdb-dataframe/results/c6a.metal.json
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Original file line number Diff line number Diff line change
@@ -1,57 +1,57 @@
{
"system": "chDB (DataFrame)",
"date": "2025-09-07",
"date": "2025-11-10",
"machine": "c6a.metal",
"cluster_size": 1,
"proprietary": "no",
"tuned": "no",
"tags": ["C++","column-oriented","ClickHouse derivative","embedded","stateless","serverless","Python","dataframe"],
"load_time": 78,
"data_size": 200734674944,
"load_time": 101,
"data_size": 155852128256,
"result": [
[0.027, 0.026, 0.026],
[0.05, 0.031, 0.032],
[0.03, 0.029, 0.029],
[0.03, 0.029, 0.028],
[0.56, 0.528, 0.532],
[0.65, 0.655, 0.647],
[0.031, 0.029, 0.03],
[0.04, 0.038, 0.035],
[0.339, 0.295, 0.303],
[0.347, 0.311, 0.31],
[0.121, 0.136, 0.12],
[0.116, 0.1, 0.109],
[0.3, 0.279, 0.281],
[0.332, 0.363, 0.353],
[0.305, 0.307, 0.308],
[0.141, 0.119, 0.132],
[0.474, 0.506, 0.464],
[0.417, 0.355, 0.418],
[0.93, 0.864, 0.73],
[0.025, 0.024, 0.023],
[0.709, 0.717, 0.674],
[0.794, 0.811, 0.729],
[1.043, 0.942, 0.926],
[2.873, 2.567, 2.255],
[0.175, 0.171, 0.181],
[0.158, 0.151, 0.153],
[0.171, 0.171, 0.15],
[0.763, 0.868, 0.773],
[1.769, 2.042, 1.834],
[0.074, 0.072, 0.074],
[0.214, 0.212, 0.199],
[0.278, 0.259, 0.255],
[0.757, 0.806, 0.797],
[1.279, 1.392, 1.295],
[1.246, 1.391, 1.316],
[0.16, 0.112, 0.101],
[0.746, 0.752, 0.679],
[0.676, 0.495, 0.498],
[0.687, 0.692, 0.726],
[0.981, 0.955, 0.91],
[0.084, 0.072, 0.076],
[0.068, 0.07, 0.07],
[0.066, 0.071, 0.068]
[0.058, 0.014, 0.013],
[0.03, 0.015, 0.017],
[0.026, 0.015, 0.015],
[0.092, 0.015, 0.016],
[0.334, 0.306, 0.295],
[0.404, 0.418, 0.415],
[0.025, 0.023, 0.025],
[0.022, 0.022, 0.021],
[0.432, 0.408, 0.425],
[0.514, 0.413, 0.459],
[0.309, 0.304, 0.315],
[0.214, 0.204, 0.192],
[0.506, 0.483, 0.465],
[0.919, 0.941, 0.887],
[0.325, 0.307, 0.306],
[0.123, 0.125, 0.131],
[0.488, 0.455, 0.507],
[0.498, 0.415, 0.451],
[0.889, 0.772, 0.723],
[0.029, 0.024, 0.022],
[0.726, 0.758, 0.691],
[0.889, 0.949, 0.995],
[1.162, 1.233, 1.385],
[3.299, 2.196, 2.784],
[0.209, 0.175, 0.188],
[0.159, 0.163, 0.163],
[0.168, 0.172, 0.161],
[0.869, 0.886, 0.84],
[1.352, 1.365, 1.342],
[0.052, 0.059, 0.054],
[0.385, 0.371, 0.362],
[0.329, 0.302, 0.314],
[0.775, 0.831, 0.841],
[1.352, 1.391, 1.425],
[1.382, 1.342, 1.27],
[0.136, 0.115, 0.109],
[0.696, 0.682, 0.739],
[0.495, 0.451, 0.479],
[0.714, 0.706, 0.706],
[0.987, 0.899, 0.976],
[0.088, 0.085, 0.08],
[0.082, 0.08, 0.072],
[0.069, 0.057, 0.062]
]
}

57 changes: 57 additions & 0 deletions chdb-dataframe/results/c7i.metal-48xl.json
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@@ -0,0 +1,57 @@
{
"system": "chDB (DataFrame)",
"date": "2025-11-10",
"machine": "c7i.metal-48xl",
"cluster_size": 1,
"proprietary": "no",
"tuned": "no",
"tags": ["C++","column-oriented","ClickHouse derivative","embedded","stateless","serverless","Python","dataframe"],
"load_time": 140,
"data_size": 153826500608,
"result": [
[0.06, 0.01, 0.009],
[0.019, 0.013, 0.012],
[0.02, 0.013, 0.013],
[0.044, 0.011, 0.016],
[0.288, 0.253, 0.25],
[0.351, 0.39, 0.379],
[0.018, 0.021, 0.02],
[0.028, 0.02, 0.019],
[0.403, 0.432, 0.414],
[0.579, 0.399, 0.455],
[0.287, 0.282, 0.281],
[0.199, 0.194, 0.194],
[0.455, 0.46, 0.448],
[0.896, 0.92, 0.922],
[0.297, 0.275, 0.288],
[0.123, 0.131, 0.119],
[0.443, 0.428, 0.425],
[0.374, 0.383, 0.391],
[0.691, 0.699, 0.654],
[0.023, 0.02, 0.018],
[0.657, 0.641, 0.59],
[0.87, 0.866, 0.846],
[1.212, 1.168, 1.097],
[3.549, 2.256, 2.19],
[0.21, 0.2, 0.195],
[0.171, 0.189, 0.172],
[0.171, 0.193, 0.18],
[0.732, 0.751, 0.763],
[1.249, 1.344, 1.231],
[0.054, 0.045, 0.044],
[0.343, 0.36, 0.349],
[0.348, 0.299, 0.329],
[0.671, 0.683, 0.664],
[1.103, 1.057, 1.134],
[1.179, 1.101, 1.078],
[0.149, 0.131, 0.113],
[0.588, 0.576, 0.6],
[0.49, 0.519, 0.474],
[0.567, 0.574, 0.584],
[0.794, 0.848, 0.794],
[0.081, 0.078, 0.082],
[0.072, 0.075, 0.073],
[0.063, 0.062, 0.061]
]
}

2 changes: 1 addition & 1 deletion chdb-parquet/benchmark.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@ sudo apt-get update -y
sudo apt-get install -y python3-pip python3-venv
python3 -m venv myenv
source myenv/bin/activate
pip install psutil
pip install psutil pyarrow
pip install chdb

# Load the data
Expand Down
88 changes: 44 additions & 44 deletions chdb-parquet/results/c6a.2xlarge.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"system": "chDB (Parquet, partitioned)",
"date": "2025-08-31",
"date": "2025-11-10",
"machine": "c6a.2xlarge",
"cluster_size": 1,
"proprietary": "no",
Expand All @@ -9,49 +9,49 @@
"load_time": 0,
"data_size": 14737666736,
"result": [
[0.096, 0.012, 0.014],
[0.181, 0.088, 0.087],
[0.274, 0.179, 0.177],
[0.582, 0.153, 0.147],
[1.2, 0.64, 0.632],
[1.374, 1.14, 1.132],
[0.177, 0.084, 0.086],
[0.196, 0.098, 0.096],
[1.206, 0.959, 0.949],
[1.935, 1.271, 1.262],
[0.962, 0.584, 0.585],
[1.053, 0.638, 0.638],
[1.449, 1.242, 1.226],
[2.571, 1.722, 1.668],
[1.682, 1.391, 1.382],
[1.173, 0.835, 0.823],
[3.816, 3.229, 3.348],
[2.682, 2.095, 2.097],
[10.08, 9.821, 9.896],
[0.341, 0.139, 0.134],
[9.461, 2.867, 3.109],
[11.076, 3.402, 3.464],
[21.863, 6.582, 6.512],
[55.978, 53.456, 25.532],
[2.611, 0.836, 0.827],
[1.059, 0.902, 0.881],
[2.605, 0.809, 0.808],
[9.594, 3.317, 3.361],
[20.028, 19.614, 19.791],
[2.264, 2.186, 2.232],
[2.65, 1.447, 1.381],
[6.418, 1.991, 1.841],
[15.739, 14.261, 14.05],
[10.846, 5.856, 5.749],
[10.874, 5.731, 5.702],
[0.841, 0.665, 0.752],
[0.343, 0.208, 0.184],
[0.271, 0.137, 0.15],
[0.276, 0.134, 0.135],
[0.525, 0.332, 0.344],
[0.174, 0.082, 0.081],
[0.159, 0.074, 0.076],
[0.145, 0.058, 0.061]
[0.101, 0.012, 0.011],
[0.191, 0.091, 0.091],
[0.338, 0.161, 0.155],
[0.43, 0.15, 0.147],
[0.938, 0.727, 0.724],
[1.403, 1.17, 1.172],
[0.184, 0.074, 0.075],
[0.212, 0.102, 0.104],
[1.288, 1.038, 1.037],
[1.634, 1.313, 1.311],
[0.834, 0.569, 0.568],
[0.902, 0.642, 0.641],
[1.497, 1.209, 1.186],
[2.514, 1.759, 1.743],
[1.679, 1.402, 1.391],
[1.121, 0.728, 0.73],
[3.719, 3.001, 2.959],
[2.685, 1.928, 1.929],
[6.517, 5.476, 5.546],
[0.399, 0.163, 0.159],
[9.45, 3.001, 3.026],
[11.09, 3.407, 3.394],
[21.64, 6.525, 6.448],
[55.707, 54.66, 53.416],
[2.595, 0.86, 0.868],
[1.099, 0.9, 0.89],
[2.596, 0.836, 0.832],
[9.589, 3.436, 3.388],
[20.051, 19.519, 19.579],
[2.297, 2.196, 2.189],
[2.598, 1.386, 1.383],
[6.574, 1.9, 1.97],
[14.972, 15.182, 14.656],
[10.924, 5.828, 5.792],
[10.848, 5.776, 5.749],
[0.735, 0.679, 0.603],
[0.366, 0.2, 0.161],
[0.247, 0.12, 0.115],
[0.331, 0.138, 0.131],
[0.609, 0.31, 0.298],
[0.186, 0.073, 0.069],
[0.176, 0.06, 0.064],
[0.162, 0.051, 0.052]
]
}

88 changes: 44 additions & 44 deletions chdb-parquet/results/c6a.4xlarge.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"system": "chDB (Parquet, partitioned)",
"date": "2025-08-31",
"date": "2025-11-10",
"machine": "c6a.4xlarge",
"cluster_size": 1,
"proprietary": "no",
Expand All @@ -9,49 +9,49 @@
"load_time": 0,
"data_size": 14737666736,
"result": [
[0.082, 0.012, 0.019],
[0.135, 0.052, 0.053],
[0.173, 0.097, 0.097],
[0.539, 0.099, 0.096],
[1.301, 0.476, 0.435],
[1.255, 0.726, 0.709],
[0.126, 0.051, 0.051],
[0.14, 0.061, 0.058],
[1.157, 0.678, 0.735],
[1.821, 0.912, 0.914],
[0.918, 0.386, 0.397],
[0.978, 0.42, 0.454],
[1.46, 0.955, 0.952],
[2.454, 1.324, 1.307],
[1.215, 1.045, 1.047],
[0.788, 0.65, 0.663],
[3.254, 2.41, 2.228],
[2.277, 1.378, 1.361],
[6.034, 4.209, 4.281],
[0.205, 0.089, 0.088],
[9.447, 3.55, 3.54],
[11.166, 4.099, 3.896],
[21.719, 7.484, 7.549],
[55.888, 20.253, 20.573],
[2.613, 0.755, 0.719],
[0.846, 0.607, 0.571],
[2.614, 0.728, 0.719],
[9.605, 3.975, 4.067],
[10.56, 10.495, 10.515],
[2.644, 2.614, 2.624],
[2.644, 1.064, 1.059],
[6.295, 1.443, 1.562],
[7.599, 5.64, 5.601],
[10.742, 5.406, 5.42],
[11.015, 5.66, 5.356],
[0.611, 0.541, 0.494],
[0.417, 0.194, 0.195],
[0.224, 0.114, 0.162],
[0.264, 0.132, 0.118],
[0.513, 0.304, 0.266],
[0.164, 0.068, 0.071],
[0.151, 0.061, 0.062],
[0.135, 0.048, 0.048]
[0.089, 0.012, 0.011],
[0.149, 0.059, 0.061],
[0.216, 0.102, 0.093],
[0.391, 0.119, 0.118],
[0.601, 0.505, 0.509],
[0.907, 0.736, 0.751],
[0.144, 0.048, 0.045],
[0.16, 0.067, 0.067],
[0.905, 0.772, 0.764],
[1.435, 0.937, 0.921],
[0.674, 0.384, 0.401],
[0.732, 0.438, 0.419],
[1.049, 0.853, 0.83],
[2.409, 1.322, 1.308],
[1.204, 1.013, 0.981],
[0.703, 0.572, 0.567],
[3.114, 2.281, 2.121],
[2.163, 1.401, 1.416],
[5.675, 3.959, 3.9],
[0.245, 0.108, 0.106],
[9.533, 3.39, 3.33],
[11.117, 3.722, 3.709],
[21.652, 7.061, 7.077],
[55.742, 18.945, 19.009],
[2.602, 0.733, 0.723],
[0.822, 0.57, 0.576],
[2.623, 0.724, 0.706],
[9.648, 3.817, 3.819],
[10.733, 10.308, 10.273],
[2.543, 2.437, 2.432],
[2.585, 1.049, 1.012],
[6.199, 1.461, 1.472],
[7.373, 5.367, 5.35],
[10.564, 5.044, 5.012],
[10.614, 5.073, 5.011],
[0.514, 0.519, 0.442],
[0.45, 0.193, 0.146],
[0.229, 0.107, 0.115],
[0.46, 0.133, 0.136],
[0.525, 0.31, 0.282],
[0.171, 0.062, 0.055],
[0.165, 0.057, 0.05],
[0.145, 0.041, 0.039]
]
}

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