diff --git a/data.generated.js b/data.generated.js
index 29d6f41bb2..676c93fcd7 100644
--- a/data.generated.js
+++ b/data.generated.js
@@ -229,13 +229,13 @@ const data = [
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@@ -244,13 +244,13 @@ const data = [
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+,{"system":"DataFusion (Parquet, single)","date":"2026-06-19","machine":"c6a.metal","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":6,"data_size":14779976446,"concurrent_qps":null,"concurrent_error_ratio":null,"result":[[0.07,0.001,0.002],[0.191,0.137,0.122],[0.162,0.072,0.067],[0.282,0.069,0.071],[0.655,0.164,0.166],[0.819,0.245,0.231],[0.055,0.001,0.002],[0.198,0.139,0.143],[0.552,0.204,0.191],[1.15,0.311,0.339],[0.379,0.181,0.178],[0.413,0.18,0.184],[0.784,0.285,0.289],[2.138,0.451,0.444],[0.852,0.299,0.287],[0.318,0.184,0.192],[2.072,0.401,0.393],[1.966,0.366,0.392],[4.153,0.702,0.723],[0.244,0.135,0.144],[9.546,0.315,0.32],[11.146,0.401,0.428],[21.861,0.71,0.774],[55.936,2.428,2.557],[2.432,0.194,0.199],[0.719,0.186,0.187],[2.419,0.194,0.176],[9.697,0.418,0.436],[8.122,0.911,0.937],[0.149,0.063,0.061],[2.622,0.313,0.304],[5.915,0.375,0.36],[4.218,0.917,0.985],[9.568,0.704,0.689],[9.574,0.705,0.704],[0.365,0.172,0.158],[0.321,0.204,0.165],[0.267,0.184,0.186],[0.285,0.129,0.151],[0.506,0.264,0.315],[0.25,0.12,0.133],[0.223,0.119,0.143],[0.235,0.128,0.12]],"source":"datafusion/results/20260619/c6a.metal.json"}
+,{"system":"DataFusion (Parquet, single)","date":"2026-06-19","machine":"c7a.metal-48xl","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":6,"data_size":14779976446,"concurrent_qps":null,"concurrent_error_ratio":null,"result":[[0.07,0.001,0.002],[0.184,0.12,0.095],[0.164,0.056,0.064],[0.267,0.07,0.074],[0.72,0.108,0.119],[0.914,0.167,0.178],[0.069,0.001,0.002],[0.184,0.108,0.111],[0.562,0.139,0.14],[1.194,0.254,0.307],[0.377,0.135,0.147],[0.436,0.146,0.149],[0.814,0.195,0.205],[2.06,0.294,0.316],[1.016,0.187,0.184],[0.317,0.113,0.128],[2.07,0.26,0.268],[1.987,0.239,0.256],[3.889,0.424,0.427],[0.246,0.106,0.097],[9.579,0.203,0.23],[11.116,0.254,0.271],[21.869,0.501,0.508],[55.918,1.603,1.527],[2.461,0.15,0.155],[0.777,0.133,0.128],[2.513,0.136,0.138],[9.718,0.286,0.273],[8.137,0.69,0.688],[0.157,0.078,0.043],[2.574,0.215,0.205],[5.944,0.24,0.242],[4.179,0.541,0.543],[9.594,0.417,0.407],[9.624,0.4,0.393],[0.276,0.114,0.112],[0.339,0.161,0.145],[0.286,0.126,0.129],[0.281,0.099,0.111],[0.452,0.255,0.245],[0.203,0.092,0.097],[0.188,0.094,0.099],[0.189,0.09,0.1]],"source":"datafusion/results/20260619/c7a.metal-48xl.json"}
+,{"system":"DataFusion (Parquet, single)","date":"2026-06-19","machine":"c8g.4xlarge","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":10,"data_size":14779976446,"concurrent_qps":null,"concurrent_error_ratio":null,"result":[[0.04,0.001,0.001],[0.081,0.019,0.019],[0.135,0.043,0.041],[0.376,0.039,0.038],[0.925,0.218,0.231],[0.873,0.301,0.293],[0.045,0.001,0.001],[0.09,0.02,0.021],[0.674,0.314,0.304],[1.163,0.439,0.449],[0.45,0.093,0.096],[0.929,0.103,0.104],[1.206,0.302,0.301],[2.227,0.382,0.359],[0.927,0.31,0.307],[0.48,0.241,0.241],[2.25,0.518,0.509],[2.226,0.512,0.513],[4.254,0.956,0.958],[0.271,0.041,0.04],[10.018,0.576,0.576],[11.292,0.641,0.658],[22.28,1.171,1.157],[55.698,2.845,2.912],[2.67,0.186,0.184],[0.911,0.147,0.142],[2.904,0.178,0.187],[9.903,0.705,0.692],[8.957,2.793,2.791],[0.135,0.049,0.045],[2.835,0.298,0.293],[6.354,0.281,0.29],[4.519,0.702,0.716],[9.822,1.203,1.185],[9.819,1.18,1.167],[0.422,0.254,0.249],[0.315,0.125,0.125],[0.162,0.058,0.058],[0.267,0.086,0.086],[0.498,0.232,0.232],[0.135,0.025,0.026],[0.113,0.023,0.024],[0.123,0.024,0.024]],"source":"datafusion/results/20260619/c8g.4xlarge.json"}
+,{"system":"DataFusion (Parquet, single)","date":"2026-06-18","machine":"c8g.metal-48xl","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":8,"data_size":14779976446,"concurrent_qps":null,"concurrent_error_ratio":null,"result":[[0.037,0.001,0.001],[0.115,0.082,0.074],[0.126,0.068,0.052],[0.241,0.05,0.047],[0.737,0.087,0.091],[1.041,0.123,0.122],[0.04,0.001,0.001],[0.123,0.059,0.057],[0.521,0.122,0.124],[1.378,0.211,0.212],[0.409,0.095,0.102],[0.695,0.111,0.111],[0.991,0.147,0.149],[2.135,0.242,0.254],[1.697,0.164,0.16],[0.411,0.1,0.096],[2.103,0.193,0.205],[1.911,0.196,0.204],[3.821,0.42,0.432],[0.196,0.077,0.078],[9.766,0.227,0.213],[11.084,0.293,0.266],[21.963,0.471,0.48],[55.717,1.27,1.276],[2.383,0.117,0.129],[0.88,0.095,0.095],[2.686,0.136,0.123],[9.835,0.275,0.27],[8.143,0.847,0.86],[0.131,0.069,0.07],[2.502,0.162,0.173],[5.901,0.211,0.217],[4.141,0.5,0.494],[9.526,0.539,0.517],[9.547,0.533,0.494],[0.244,0.104,0.103],[0.267,0.109,0.108],[0.191,0.077,0.081],[0.223,0.077,0.078],[0.418,0.2,0.2],[0.146,0.055,0.063],[0.136,0.063,0.064],[0.133,0.066,0.064]],"source":"datafusion/results/20260618/c8g.metal-48xl.json"}
 ,{"system":"Doris (Parquet, partitioned)","date":"2026-05-10","machine":"c6a.2xlarge","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["C++","column-oriented","MySQL compatible","ClickHouse derivative","stateless"],"load_time":63,"data_size":14737666736,"result":[[3.27,0.26,0.24],[0.64,0.19,0.17],[0.68,0.32,0.31],[0.81,0.28,0.26],[1.63,1.32,1.32],[2.05,1.58,1.53],[0.53,0.21,0.2],[0.62,0.19,0.18],[2.15,1.77,1.79],[1.97,1.67,1.65],[1.13,0.59,0.62],[1.23,0.7,0.7],[1.79,1.24,1.18],[3.18,2.51,2.5],[2.22,1.75,1.66],[2.2,1.77,1.81],[6.04,5.58,5.42],[2.52,0.64,0.61],[8.12,6.28,6.22],[0.63,0.22,0.2],[10.08,1.73,1.66],[11.81,2.03,1.98],[22.61,3.74,3.66],[54.28,44.14,42.91],[3.24,0.77,0.75],[1.24,0.49,0.49],[3.24,0.79,0.76],[10.09,1.74,1.7],[20.25,19.71,20.17],[0.81,0.31,0.26],[3.06,1.5,1.53],[6.74,1.78,1.76],[8.55,8.01,8.09],[null,null,null],[null,null,null],[1.92,1.46,1.42],[0.7,0.17,0.15],[0.64,0.17,0.14],[0.61,0.14,0.12],[0.62,0.1,0.1],[0.61,0.13,0.12],[0.62,0.12,0.12],[0.58,0.13,0.1]],"source":"doris-parquet/results/20260510/c6a.2xlarge.json"}
 ,{"system":"Doris (Parquet, partitioned)","date":"2026-05-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["C++","column-oriented","MySQL compatible","ClickHouse derivative","stateless"],"load_time":82,"data_size":14737666736,"result":[[3.33,0.24,0.23],[0.5,0.13,0.12],[0.46,0.19,0.17],[0.72,0.24,0.22],[1.21,0.77,0.78],[1.39,1.05,1.07],[0.41,0.13,0.12],[0.49,0.12,0.11],[1.42,1.13,1.16],[1.48,0.92,0.89],[0.95,0.41,0.42],[1,0.46,0.45],[1.3,0.74,0.75],[2.66,1.71,1.72],[1.69,1.15,1.1],[1.44,1.01,0.98],[4.1,3.12,3.01],[2.46,0.45,0.46],[6.45,3.57,3.42],[0.56,0.15,0.13],[9.95,1.06,1.07],[11.69,1.29,1.28],[22.54,2.88,2.84],[54.13,6.93,6.86],[3.14,0.52,0.5],[1.14,0.31,0.3],[3.15,0.5,0.48],[9.98,1.13,1.14],[10.33,9.85,9.86],[0.64,0.19,0.18],[2.8,0.89,0.85],[6.55,1.15,1.12],[5.8,4.51,4.57],[11.66,4.79,4.76],[11.79,4.98,4.81],[1.16,0.75,0.8],[0.57,0.13,0.13],[0.51,0.13,0.11],[0.5,0.09,0.09],[0.5,0.09,0.1],[0.5,0.1,0.1],[0.5,0.11,0.1],[0.47,0.09,0.07]],"source":"doris-parquet/results/20260510/c6a.4xlarge.json"}
 ,{"system":"Doris (Parquet, partitioned)","date":"2026-05-10","machine":"c6a.metal","cluster_size":1,"proprietary":"no","hardware":"cpu","tuned":"no","tags":["C++","column-oriented","MySQL compatible","ClickHouse derivative","stateless"],"load_time":114,"data_size":14737666736,"result":[[2.95,0.12,0.1],[0.48,0.12,0.1],[0.41,0.12,0.1],[0.63,0.13,0.11],[0.7,0.25,0.22],[1.1,0.31,0.31],[0.39,0.13,0.09],[0.51,0.13,0.1],[1,0.55,0.53],[1.24,0.37,0.37],[0.84,0.32,0.3],[0.87,0.34,0.31],[1.21,0.29,0.25],[2.54,0.5,0.41],[1.36,0.33,0.33],[0.76,0.28,0.27],[2.61,0.74,0.75],[2.27,0.19,0.17],[4.97,0.77,0.78],[0.51,0.11,0.08],[9.76,0.3,0.26],[11.41,0.33,0.26],[22.1,0.5,0.49],[54.11,1.27,1.21],[2.9,0.18,0.15],[1.08,0.16,0.13],[2.9,0.18,0.16],[9.84,0.32,0.28],[8.63,1.42,1.39],[0.57,0.16,0.12],[2.52,0.29,0.24],[6.12,0.29,0.3],[4.61,0.96,0.89],[10.13,1.33,1.24],[10.15,1.32,1.35],[0.72,0.26,0.24],[0.6,0.16,0.14],[0.54,0.15,0.13],[0.57,0.12,0.1],[0.48,0.1,0.09],[0.54,0.12,0.1],[0.53,0.11,0.1],[0.48,0.11,0.09]],"source":"doris-parquet/results/20260510/c6a.metal.json"}
diff --git a/datafusion-partitioned/install b/datafusion-partitioned/install
index 20f376193e..fc09c96d8e 100755
--- a/datafusion-partitioned/install
+++ b/datafusion-partitioned/install
@@ -26,7 +26,7 @@ if [ ! -x arrow-datafusion/target/release/datafusion-cli ]; then
         git clone https://github.com/apache/arrow-datafusion.git
     fi
     cd arrow-datafusion
-    git checkout 53.1.0
+    git checkout 54.0.0
     CARGO_PROFILE_RELEASE_LTO=true RUSTFLAGS="-C codegen-units=1" \
         cargo build --release --package datafusion-cli --bin datafusion-cli
 fi
diff --git a/datafusion-partitioned/results/20260618/c6a.2xlarge.json b/datafusion-partitioned/results/20260618/c6a.2xlarge.json
new file mode 100644
index 0000000000..b200282c14
--- /dev/null
+++ b/datafusion-partitioned/results/20260618/c6a.2xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-18",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 8,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.07, 0.002, 0.002],
+        [0.131, 0.036, 0.036],
+        [0.561, 0.109, 0.107],
+        [0.86, 0.109, 0.105],
+        [1.906, 0.912, 0.919],
+        [1.756, 0.826, 0.815],
+        [0.073, 0.002, 0.002],
+        [0.152, 0.037, 0.038],
+        [1.734, 1.135, 1.14],
+        [1.594, 1.153, 1.138],
+        [0.608, 0.227, 0.226],
+        [0.642, 0.255, 0.258],
+        [1.142, 0.793, 0.789],
+        [2.624, 1.224, 1.118],
+        [1.146, 0.794, 0.793],
+        [1.364, 1.009, 0.995],
+        [3.019, 1.837, 1.835],
+        [2.991, 1.83, 1.829],
+        [6.053, 3.689, 3.683],
+        [0.264, 0.093, 0.094],
+        [9.971, 1.084, 1.081],
+        [11.396, 1.339, 1.336],
+        [22.245, 2.421, 2.432],
+        [54.84, 44.429, 42.869],
+        [0.548, 0.089, 0.091],
+        [0.876, 0.255, 0.259],
+        [0.24, 0.093, 0.094],
+        [9.852, 1.458, 1.45],
+        [8.633, 6.539, 6.511],
+        [0.215, 0.099, 0.098],
+        [3.238, 0.839, 0.842],
+        [6.968, 0.864, 0.856],
+        [4.969, 3.133, 3.131],
+        [10.813, 3.832, 3.806],
+        [10.785, 3.754, 3.759],
+        [1.062, 0.862, 0.861],
+        [0.235, 0.08, 0.079],
+        [0.165, 0.042, 0.041],
+        [0.201, 0.054, 0.046],
+        [0.331, 0.152, 0.158],
+        [0.141, 0.021, 0.023],
+        [0.129, 0.023, 0.023],
+        [0.132, 0.018, 0.02]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260618/c6a.4xlarge.json b/datafusion-partitioned/results/20260618/c6a.4xlarge.json
new file mode 100644
index 0000000000..aceec634f5
--- /dev/null
+++ b/datafusion-partitioned/results/20260618/c6a.4xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-18",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 17,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.065, 0.002, 0.002],
+        [0.11, 0.027, 0.028],
+        [0.192, 0.066, 0.07],
+        [0.462, 0.072, 0.073],
+        [1.154, 0.595, 0.595],
+        [1.025, 0.548, 0.558],
+        [0.072, 0.002, 0.002],
+        [0.13, 0.029, 0.028],
+        [0.978, 0.725, 0.713],
+        [1.534, 0.725, 0.722],
+        [0.562, 0.161, 0.162],
+        [0.844, 0.18, 0.18],
+        [1.261, 0.592, 0.591],
+        [2.522, 0.925, 0.928],
+        [1.018, 0.61, 0.618],
+        [0.804, 0.675, 0.685],
+        [2.868, 1.368, 1.36],
+        [2.825, 1.366, 1.358],
+        [5.366, 2.809, 2.821],
+        [0.369, 0.066, 0.063],
+        [9.96, 0.816, 0.815],
+        [11.413, 1.029, 1.019],
+        [22.235, 2.178, 2.169],
+        [54.887, 8.779, 8.724],
+        [0.419, 0.096, 0.098],
+        [1.39, 0.184, 0.178],
+        [0.673, 0.097, 0.092],
+        [9.869, 1.186, 1.155],
+        [8.387, 3.584, 3.54],
+        [0.174, 0.07, 0.067],
+        [3.161, 0.603, 0.606],
+        [6.973, 0.744, 0.74],
+        [4.956, 2.508, 2.552],
+        [10.183, 3.072, 3.059],
+        [10.204, 3.061, 3.08],
+        [0.686, 0.569, 0.56],
+        [0.247, 0.09, 0.089],
+        [0.159, 0.046, 0.044],
+        [0.193, 0.053, 0.049],
+        [0.337, 0.16, 0.16],
+        [0.136, 0.024, 0.027],
+        [0.129, 0.023, 0.023],
+        [0.124, 0.021, 0.024]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260618/c6a.xlarge.json b/datafusion-partitioned/results/20260618/c6a.xlarge.json
new file mode 100644
index 0000000000..e035c9bcb3
--- /dev/null
+++ b/datafusion-partitioned/results/20260618/c6a.xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-18",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 3,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.071, 0.002, 0.002],
+        [0.193, 0.06, 0.061],
+        [0.411, 0.2, 0.197],
+        [0.521, 0.184, 0.186],
+        [1.902, 1.566, 1.579],
+        [1.836, 1.531, 1.451],
+        [0.079, 0.002, 0.002],
+        [0.214, 0.064, 0.065],
+        [2.353, 1.993, 1.978],
+        [2.512, 2.037, 2.098],
+        [0.773, 0.41, 0.411],
+        [0.849, 0.465, 0.467],
+        [1.752, 1.306, 1.279],
+        [2.842, 1.812, 1.935],
+        [1.747, 1.305, 1.293],
+        [2.061, 1.681, 1.675],
+        [3.668, 3.13, 3.15],
+        [3.688, 3.154, 3.157],
+        [45.21, 47.92, 31.388],
+        [0.459, 0.169, 0.159],
+        [9.581, 2.042, 2.048],
+        [11.394, 2.405, 2.391],
+        [22.295, 4.278, 4.229],
+        [55.203, 45.371, 45.247],
+        [0.325, 0.139, 0.139],
+        [0.999, 0.473, 0.471],
+        [0.359, 0.143, 0.144],
+        [9.845, 2.707, 2.68],
+        [13.787, 12.458, 12.594],
+        [0.34, 0.166, 0.168],
+        [3.382, 1.457, 1.442],
+        [7.003, 1.38, 1.377],
+        [33.384, 28.145, 52.266],
+        [35.652, 38.586, 47.663],
+        [35.131, 40.037, 52.039],
+        [1.751, 1.439, 1.427],
+        [0.251, 0.09, 0.088],
+        [0.195, 0.042, 0.044],
+        [0.232, 0.056, 0.055],
+        [0.359, 0.167, 0.166],
+        [0.171, 0.024, 0.023],
+        [0.159, 0.022, 0.02],
+        [0.155, 0.022, 0.02]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260619/c6a.metal.json b/datafusion-partitioned/results/20260619/c6a.metal.json
new file mode 100644
index 0000000000..1ac7072820
--- /dev/null
+++ b/datafusion-partitioned/results/20260619/c6a.metal.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-19",
+    "machine": "c6a.metal",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 49,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.064, 0.002, 0.002],
+        [0.121, 0.061, 0.063],
+        [0.205, 0.061, 0.054],
+        [0.413, 0.049, 0.059],
+        [0.64, 0.18, 0.172],
+        [0.845, 0.215, 0.217],
+        [0.065, 0.002, 0.003],
+        [0.138, 0.064, 0.064],
+        [0.613, 0.212, 0.228],
+        [1.366, 0.344, 0.376],
+        [0.474, 0.111, 0.115],
+        [0.599, 0.136, 0.111],
+        [0.922, 0.24, 0.253],
+        [2.17, 0.416, 0.37],
+        [0.877, 0.222, 0.233],
+        [0.408, 0.203, 0.195],
+        [2.08, 0.391, 0.382],
+        [2.061, 0.367, 0.401],
+        [4.17, 0.697, 0.706],
+        [0.227, 0.067, 0.063],
+        [9.685, 0.301, 0.276],
+        [11.135, 0.312, 0.316],
+        [21.804, 0.521, 0.552],
+        [51.443, 1.712, 1.816],
+        [1.49, 0.078, 0.061],
+        [1.162, 0.087, 0.101],
+        [1.725, 0.059, 0.058],
+        [10.112, 0.326, 0.326],
+        [8.148, 0.646, 0.613],
+        [0.16, 0.073, 0.066],
+        [2.798, 0.248, 0.234],
+        [6.406, 0.318, 0.332],
+        [4.481, 0.935, 0.883],
+        [9.523, 0.733, 0.719],
+        [9.528, 0.701, 0.696],
+        [0.331, 0.152, 0.165],
+        [0.256, 0.105, 0.104],
+        [0.195, 0.074, 0.067],
+        [0.242, 0.065, 0.072],
+        [0.388, 0.17, 0.181],
+        [0.163, 0.054, 0.051],
+        [0.153, 0.056, 0.048],
+        [0.158, 0.054, 0.04]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260619/c7a.metal-48xl.json b/datafusion-partitioned/results/20260619/c7a.metal-48xl.json
new file mode 100644
index 0000000000..5438d0dcff
--- /dev/null
+++ b/datafusion-partitioned/results/20260619/c7a.metal-48xl.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-19",
+    "machine": "c7a.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 55,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.045, 0.003, 0.003],
+        [0.099, 0.054, 0.067],
+        [0.129, 0.047, 0.049],
+        [0.451, 0.051, 0.052],
+        [0.902, 0.118, 0.121],
+        [1.116, 0.158, 0.156],
+        [0.047, 0.003, 0.003],
+        [0.109, 0.057, 0.061],
+        [0.661, 0.16, 0.145],
+        [1.601, 0.336, 0.277],
+        [0.46, 0.09, 0.095],
+        [0.855, 0.096, 0.09],
+        [1.186, 0.165, 0.165],
+        [2.283, 0.244, 0.251],
+        [0.906, 0.154, 0.163],
+        [0.582, 0.127, 0.128],
+        [2.385, 0.256, 0.246],
+        [2.141, 0.269, 0.262],
+        [4.222, 0.377, 0.383],
+        [0.167, 0.061, 0.067],
+        [9.968, 0.167, 0.18],
+        [11.246, 0.226, 0.232],
+        [21.818, 0.302, 0.318],
+        [49.199, 3.118, 0.863],
+        [1.388, 0.06, 0.056],
+        [1.247, 0.061, 0.067],
+        [1.993, 0.054, 0.054],
+        [10.235, 0.2, 0.202],
+        [8.159, 0.466, 0.451],
+        [0.116, 0.056, 0.059],
+        [2.828, 0.153, 0.15],
+        [6.563, 0.214, 0.208],
+        [4.515, 0.512, 0.507],
+        [9.581, 0.375, 0.357],
+        [9.581, 0.368, 0.356],
+        [0.19, 0.108, 0.108],
+        [0.222, 0.096, 0.091],
+        [0.154, 0.069, 0.079],
+        [0.186, 0.061, 0.063],
+        [0.32, 0.173, 0.174],
+        [0.127, 0.045, 0.055],
+        [0.12, 0.048, 0.05],
+        [0.107, 0.045, 0.056]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260619/c8g.4xlarge.json b/datafusion-partitioned/results/20260619/c8g.4xlarge.json
new file mode 100644
index 0000000000..37e07b70f1
--- /dev/null
+++ b/datafusion-partitioned/results/20260619/c8g.4xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-19",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 17,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.038, 0.002, 0.002],
+        [0.077, 0.015, 0.014],
+        [0.264, 0.039, 0.042],
+        [0.482, 0.034, 0.033],
+        [1.11, 0.203, 0.204],
+        [1.043, 0.239, 0.241],
+        [0.044, 0.002, 0.002],
+        [0.09, 0.017, 0.018],
+        [0.826, 0.306, 0.283],
+        [1.477, 0.371, 0.368],
+        [0.555, 0.074, 0.079],
+        [1.047, 0.09, 0.089],
+        [1.313, 0.254, 0.254],
+        [2.373, 0.328, 0.335],
+        [0.951, 0.245, 0.245],
+        [0.638, 0.257, 0.256],
+        [2.355, 0.501, 0.5],
+        [2.345, 0.496, 0.504],
+        [4.632, 1.012, 0.997],
+        [0.242, 0.032, 0.033],
+        [10.202, 0.429, 0.428],
+        [11.39, 0.506, 0.511],
+        [22.29, 0.907, 0.898],
+        [54.509, 2.776, 2.881],
+        [0.248, 0.046, 0.047],
+        [1.098, 0.107, 0.108],
+        [0.365, 0.044, 0.045],
+        [10.413, 0.594, 0.596],
+        [8.29, 2.426, 2.429],
+        [0.124, 0.043, 0.045],
+        [3.156, 0.265, 0.263],
+        [7.015, 0.256, 0.262],
+        [4.936, 0.764, 0.764],
+        [9.831, 1.288, 1.271],
+        [9.832, 1.273, 1.303],
+        [0.369, 0.247, 0.244],
+        [0.192, 0.072, 0.072],
+        [0.14, 0.04, 0.048],
+        [0.183, 0.042, 0.042],
+        [0.313, 0.145, 0.143],
+        [0.112, 0.017, 0.016],
+        [0.099, 0.016, 0.016],
+        [0.101, 0.016, 0.015]
+    ]
+}
diff --git a/datafusion-partitioned/results/20260619/c8g.metal-48xl.json b/datafusion-partitioned/results/20260619/c8g.metal-48xl.json
new file mode 100644
index 0000000000..b0d6270421
--- /dev/null
+++ b/datafusion-partitioned/results/20260619/c8g.metal-48xl.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, partitioned)",
+    "date": "2026-06-19",
+    "machine": "c8g.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 55,
+    "data_size": 14737666736,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.028, 0.002, 0.002],
+        [0.059, 0.034, 0.033],
+        [0.154, 0.081, 0.06],
+        [0.402, 0.033, 0.056],
+        [0.954, 0.111, 0.098],
+        [1.214, 0.14, 0.136],
+        [0.032, 0.002, 0.002],
+        [0.073, 0.043, 0.043],
+        [0.622, 0.144, 0.15],
+        [1.56, 0.259, 0.235],
+        [0.446, 0.076, 0.072],
+        [0.962, 0.076, 0.097],
+        [1.252, 0.143, 0.128],
+        [2.388, 0.227, 0.242],
+        [0.874, 0.154, 0.158],
+        [0.638, 0.115, 0.109],
+        [2.516, 0.221, 0.229],
+        [2.228, 0.223, 0.22],
+        [4.271, 0.412, 0.382],
+        [0.174, 0.035, 0.035],
+        [10.086, 0.185, 0.183],
+        [11.305, 0.216, 0.234],
+        [21.868, 0.375, 0.372],
+        [51.578, 1.286, 0.807],
+        [1.603, 0.052, 0.04],
+        [1.291, 0.065, 0.051],
+        [1.869, 0.056, 0.049],
+        [10.309, 0.224, 0.215],
+        [8.24, 0.544, 0.522],
+        [0.116, 0.048, 0.045],
+        [2.807, 0.132, 0.142],
+        [6.725, 0.181, 0.176],
+        [4.644, 0.443, 0.436],
+        [9.554, 0.498, 0.487],
+        [9.576, 0.507, 0.547],
+        [0.232, 0.094, 0.095],
+        [0.178, 0.087, 0.088],
+        [0.128, 0.056, 0.055],
+        [0.163, 0.057, 0.057],
+        [0.298, 0.156, 0.157],
+        [0.096, 0.036, 0.034],
+        [0.087, 0.034, 0.034],
+        [0.086, 0.033, 0.032]
+    ]
+}
diff --git a/datafusion/install b/datafusion/install
index 8f4cee6f1e..7de35c4566 100755
--- a/datafusion/install
+++ b/datafusion/install
@@ -31,7 +31,7 @@ if [ ! -x arrow-datafusion/target/release/datafusion-cli ]; then
         git clone https://github.com/apache/arrow-datafusion.git
     fi
     cd arrow-datafusion
-    git checkout 53.1.0
+    git checkout 54.0.0
     CARGO_PROFILE_RELEASE_LTO=true RUSTFLAGS="-C codegen-units=1" \
         cargo build --release --package datafusion-cli --bin datafusion-cli
 fi
diff --git a/datafusion/results/20260618/c6a.2xlarge.json b/datafusion/results/20260618/c6a.2xlarge.json
new file mode 100644
index 0000000000..62a5993a8c
--- /dev/null
+++ b/datafusion/results/20260618/c6a.2xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-18",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 4,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.072, 0.001, 0.001],
+        [0.156, 0.047, 0.044],
+        [0.266, 0.117, 0.116],
+        [0.405, 0.115, 0.114],
+        [1.325, 1.11, 1.104],
+        [1.291, 1.07, 1.065],
+        [0.076, 0.001, 0.002],
+        [0.171, 0.048, 0.048],
+        [1.552, 1.257, 1.289],
+        [1.797, 1.489, 1.461],
+        [0.562, 0.264, 0.264],
+        [0.599, 0.302, 0.303],
+        [1.245, 1.002, 0.968],
+        [2.817, 1.574, 1.562],
+        [1.221, 0.985, 0.98],
+        [1.38, 1.142, 1.164],
+        [2.799, 2.149, 2.129],
+        [2.755, 2.123, 2.098],
+        [5.14, 3.76, 3.784],
+        [0.254, 0.106, 0.105],
+        [9.762, 1.414, 1.388],
+        [11.295, 1.757, 1.757],
+        [22.248, 5.261, 5.327],
+        [55.853, 45.866, 27.494],
+        [2.714, 0.634, 0.639],
+        [0.814, 0.487, 0.493],
+        [2.747, 0.646, 0.647],
+        [9.777, 1.798, 1.781],
+        [9.168, 7.82, 7.822],
+        [0.251, 0.106, 0.109],
+        [2.984, 1.085, 1.078],
+        [6.419, 1.106, 1.109],
+        [4.622, 3.324, 3.292],
+        [10.31, 4.263, 4.269],
+        [10.251, 4.236, 4.355],
+        [1.251, 1.071, 1.065],
+        [0.397, 0.169, 0.162],
+        [0.263, 0.107, 0.111],
+        [0.329, 0.108, 0.107],
+        [0.613, 0.299, 0.305],
+        [0.199, 0.037, 0.038],
+        [0.178, 0.035, 0.036],
+        [0.174, 0.032, 0.03]
+    ]
+}
diff --git a/datafusion/results/20260618/c6a.4xlarge.json b/datafusion/results/20260618/c6a.4xlarge.json
new file mode 100644
index 0000000000..f2cadfd8d7
--- /dev/null
+++ b/datafusion/results/20260618/c6a.4xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-18",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 10,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.076, 0.001, 0.001],
+        [0.155, 0.055, 0.055],
+        [0.188, 0.075, 0.071],
+        [0.41, 0.08, 0.076],
+        [1.041, 0.64, 0.632],
+        [0.881, 0.684, 0.683],
+        [0.079, 0.001, 0.001],
+        [0.172, 0.057, 0.056],
+        [0.931, 0.806, 0.796],
+        [1.307, 0.854, 0.841],
+        [0.522, 0.203, 0.206],
+        [0.658, 0.224, 0.228],
+        [1.052, 0.728, 0.725],
+        [2.486, 1.062, 1.043],
+        [1.002, 0.746, 0.738],
+        [0.885, 0.725, 0.716],
+        [2.477, 1.433, 1.424],
+        [2.435, 1.429, 1.428],
+        [4.837, 2.802, 2.778],
+        [0.246, 0.097, 0.104],
+        [9.964, 1.009, 1.021],
+        [11.38, 1.238, 1.209],
+        [22.333, 2.966, 3],
+        [55.908, 9.532, 9.524],
+        [2.717, 0.43, 0.432],
+        [0.844, 0.332, 0.328],
+        [2.714, 0.428, 0.424],
+        [9.787, 1.213, 1.227],
+        [9.019, 4.082, 4.05],
+        [0.153, 0.074, 0.071],
+        [2.924, 0.725, 0.72],
+        [6.394, 0.855, 0.85],
+        [4.614, 2.606, 2.61],
+        [10.037, 3.162, 3.198],
+        [10.047, 3.172, 3.169],
+        [0.745, 0.619, 0.625],
+        [0.413, 0.18, 0.182],
+        [0.278, 0.124, 0.125],
+        [0.349, 0.126, 0.126],
+        [0.623, 0.319, 0.304],
+        [0.22, 0.061, 0.057],
+        [0.201, 0.058, 0.055],
+        [0.198, 0.056, 0.051]
+    ]
+}
diff --git a/datafusion/results/20260618/c6a.xlarge.json b/datafusion/results/20260618/c6a.xlarge.json
new file mode 100644
index 0000000000..4a1673a7a9
--- /dev/null
+++ b/datafusion/results/20260618/c6a.xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-18",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 1,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.073, 0.001, 0.001],
+        [0.197, 0.067, 0.061],
+        [0.38, 0.203, 0.205],
+        [0.544, 0.184, 0.18],
+        [1.825, 1.521, 1.523],
+        [2.12, 1.717, 1.738],
+        [0.077, 0.001, 0.001],
+        [0.208, 0.07, 0.066],
+        [2.275, 1.89, 1.888],
+        [2.563, 2.116, 2.114],
+        [0.806, 0.413, 0.414],
+        [0.851, 0.478, 0.475],
+        [2.032, 1.643, 1.78],
+        [2.981, 2.387, 2.391],
+        [2.04, 1.612, 1.611],
+        [1.961, 1.597, 1.588],
+        [3.801, 3.413, 3.387],
+        [3.757, 3.341, 3.341],
+        [10.114, 8.683, 8.644],
+        [0.491, 0.173, 0.162],
+        [9.604, 2.564, 2.532],
+        [11.336, 3.201, 3.226],
+        [22.615, 9.366, 9.391],
+        [56.196, 46.545, 46.542],
+        [2.697, 1.137, 1.098],
+        [1.219, 0.855, 0.849],
+        [2.699, 1.103, 1.093],
+        [9.868, 3.135, 3.177],
+        [14.864, 13.626, 13.674],
+        [0.34, 0.165, 0.162],
+        [3.069, 1.824, 1.848],
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+        [33.309, 22.466, 20.888],
+        [30.801, 36.179, 29.55],
+        [1.696, 1.459, 1.461],
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+        [0.589, 0.275, 0.269],
+        [0.197, 0.035, 0.032],
+        [0.176, 0.028, 0.03],
+        [0.175, 0.024, 0.028]
+    ]
+}
diff --git a/datafusion/results/20260618/c8g.metal-48xl.json b/datafusion/results/20260618/c8g.metal-48xl.json
new file mode 100644
index 0000000000..e02b4fc8ab
--- /dev/null
+++ b/datafusion/results/20260618/c8g.metal-48xl.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-18",
+    "machine": "c8g.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 8,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.037, 0.001, 0.001],
+        [0.115, 0.082, 0.074],
+        [0.126, 0.068, 0.052],
+        [0.241, 0.05, 0.047],
+        [0.737, 0.087, 0.091],
+        [1.041, 0.123, 0.122],
+        [0.04, 0.001, 0.001],
+        [0.123, 0.059, 0.057],
+        [0.521, 0.122, 0.124],
+        [1.378, 0.211, 0.212],
+        [0.409, 0.095, 0.102],
+        [0.695, 0.111, 0.111],
+        [0.991, 0.147, 0.149],
+        [2.135, 0.242, 0.254],
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+        [2.103, 0.193, 0.205],
+        [1.911, 0.196, 0.204],
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+        [0.196, 0.077, 0.078],
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+        [4.141, 0.5, 0.494],
+        [9.526, 0.539, 0.517],
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+        [0.146, 0.055, 0.063],
+        [0.136, 0.063, 0.064],
+        [0.133, 0.066, 0.064]
+    ]
+}
diff --git a/datafusion/results/20260619/c6a.metal.json b/datafusion/results/20260619/c6a.metal.json
new file mode 100644
index 0000000000..9182a1a5db
--- /dev/null
+++ b/datafusion/results/20260619/c6a.metal.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-19",
+    "machine": "c6a.metal",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 6,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.07, 0.001, 0.002],
+        [0.191, 0.137, 0.122],
+        [0.162, 0.072, 0.067],
+        [0.282, 0.069, 0.071],
+        [0.655, 0.164, 0.166],
+        [0.819, 0.245, 0.231],
+        [0.055, 0.001, 0.002],
+        [0.198, 0.139, 0.143],
+        [0.552, 0.204, 0.191],
+        [1.15, 0.311, 0.339],
+        [0.379, 0.181, 0.178],
+        [0.413, 0.18, 0.184],
+        [0.784, 0.285, 0.289],
+        [2.138, 0.451, 0.444],
+        [0.852, 0.299, 0.287],
+        [0.318, 0.184, 0.192],
+        [2.072, 0.401, 0.393],
+        [1.966, 0.366, 0.392],
+        [4.153, 0.702, 0.723],
+        [0.244, 0.135, 0.144],
+        [9.546, 0.315, 0.32],
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+        [21.861, 0.71, 0.774],
+        [55.936, 2.428, 2.557],
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+        [2.419, 0.194, 0.176],
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+        [2.622, 0.313, 0.304],
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+        [4.218, 0.917, 0.985],
+        [9.568, 0.704, 0.689],
+        [9.574, 0.705, 0.704],
+        [0.365, 0.172, 0.158],
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+        [0.267, 0.184, 0.186],
+        [0.285, 0.129, 0.151],
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+        [0.25, 0.12, 0.133],
+        [0.223, 0.119, 0.143],
+        [0.235, 0.128, 0.12]
+    ]
+}
diff --git a/datafusion/results/20260619/c7a.metal-48xl.json b/datafusion/results/20260619/c7a.metal-48xl.json
new file mode 100644
index 0000000000..6e9683e49d
--- /dev/null
+++ b/datafusion/results/20260619/c7a.metal-48xl.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-19",
+    "machine": "c7a.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 6,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.07, 0.001, 0.002],
+        [0.184, 0.12, 0.095],
+        [0.164, 0.056, 0.064],
+        [0.267, 0.07, 0.074],
+        [0.72, 0.108, 0.119],
+        [0.914, 0.167, 0.178],
+        [0.069, 0.001, 0.002],
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+        [1.194, 0.254, 0.307],
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+        [21.869, 0.501, 0.508],
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+        [5.944, 0.24, 0.242],
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+        [9.594, 0.417, 0.407],
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+        [0.276, 0.114, 0.112],
+        [0.339, 0.161, 0.145],
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+        [0.281, 0.099, 0.111],
+        [0.452, 0.255, 0.245],
+        [0.203, 0.092, 0.097],
+        [0.188, 0.094, 0.099],
+        [0.189, 0.09, 0.1]
+    ]
+}
diff --git a/datafusion/results/20260619/c8g.4xlarge.json b/datafusion/results/20260619/c8g.4xlarge.json
new file mode 100644
index 0000000000..c22e359811
--- /dev/null
+++ b/datafusion/results/20260619/c8g.4xlarge.json
@@ -0,0 +1,59 @@
+{
+    "system": "DataFusion (Parquet, single)",
+    "date": "2026-06-19",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "no",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["Rust","column-oriented","embedded","stateless"],
+    "load_time": 10,
+    "data_size": 14779976446,
+    "concurrent_qps": null,
+    "concurrent_error_ratio": null,
+    "result": [
+        [0.04, 0.001, 0.001],
+        [0.081, 0.019, 0.019],
+        [0.135, 0.043, 0.041],
+        [0.376, 0.039, 0.038],
+        [0.925, 0.218, 0.231],
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+        [0.045, 0.001, 0.001],
+        [0.09, 0.02, 0.021],
+        [0.674, 0.314, 0.304],
+        [1.163, 0.439, 0.449],
+        [0.45, 0.093, 0.096],
+        [0.929, 0.103, 0.104],
+        [1.206, 0.302, 0.301],
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+        [0.135, 0.025, 0.026],
+        [0.113, 0.023, 0.024],
+        [0.123, 0.024, 0.024]
+    ]
+}