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Opteryx 0.21
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‎opteryx/README.md‎

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@@ -17,7 +17,7 @@ To generate benchmark results, follow these steps:
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### **High-level Steps**
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1. Set up the environment.
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2. Install Python and required dependencies.
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2. Install Python and the required dependencies.
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3. Download the benchmark dataset.
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4. Run the benchmark script.
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@@ -28,7 +28,7 @@ To generate benchmark results, follow these steps:
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- Architecture: 64-bit
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- Instance Type: `c6a.4xlarge`
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- Root Storage: 500 GB gp2 SSD
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- Advanced Settings: Ensure EBS-optimization is **disabled**.
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- Advanced Details: Ensure 'EBS-optimized instance' is **disabled**.
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2. **SSH into the instance** (after the status checks are complete):
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~~~bash
@@ -54,6 +54,4 @@ To generate benchmark results, follow these steps:
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### Known Issues
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- `COUNT(DISTINCT a)` does not distinct the values and instead performs `COUNT(a)`
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- Queries 28 and 29 fail due to errors with result handling.
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- Queries 33 and 34 fail due to Out of Memory (OOM) errors.

‎opteryx/benchmark.sh‎

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@@ -15,7 +15,7 @@ source ~/opteryx_venv/bin/activate
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# Upgrade pip in the virtual environment
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~/opteryx_venv/bin/python -m pip install --upgrade pip
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~/opteryx_venv/bin/python -m pip install --upgrade opteryx==0.19.1
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~/opteryx_venv/bin/python -m pip install --upgrade opteryx==0.21.0
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# Download benchmark target data, partitioned
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mkdir -p hits

‎opteryx/queries.sql‎

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@@ -26,7 +26,7 @@ SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT
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SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
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SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
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SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
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SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\1') HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
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SELECT REGEXP_REPLACE(Referer, b'^https?://(?:www\.)?([^/]+)/.*$', r'\\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY REGEXP_REPLACE(Referer, b'^https?://(?:www\.)?([^/]+)/.*$', r'\\1') HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
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SELECT SUM(ResolutionWidth), SUM(ResolutionWidth + 1), SUM(ResolutionWidth + 2), SUM(ResolutionWidth + 3), SUM(ResolutionWidth + 4), SUM(ResolutionWidth + 5), SUM(ResolutionWidth + 6), SUM(ResolutionWidth + 7), SUM(ResolutionWidth + 8), SUM(ResolutionWidth + 9), SUM(ResolutionWidth + 10), SUM(ResolutionWidth + 11), SUM(ResolutionWidth + 12), SUM(ResolutionWidth + 13), SUM(ResolutionWidth + 14), SUM(ResolutionWidth + 15), SUM(ResolutionWidth + 16), SUM(ResolutionWidth + 17), SUM(ResolutionWidth + 18), SUM(ResolutionWidth + 19), SUM(ResolutionWidth + 20), SUM(ResolutionWidth + 21), SUM(ResolutionWidth + 22), SUM(ResolutionWidth + 23), SUM(ResolutionWidth + 24), SUM(ResolutionWidth + 25), SUM(ResolutionWidth + 26), SUM(ResolutionWidth + 27), SUM(ResolutionWidth + 28), SUM(ResolutionWidth + 29), SUM(ResolutionWidth + 30), SUM(ResolutionWidth + 31), SUM(ResolutionWidth + 32), SUM(ResolutionWidth + 33), SUM(ResolutionWidth + 34), SUM(ResolutionWidth + 35), SUM(ResolutionWidth + 36), SUM(ResolutionWidth + 37), SUM(ResolutionWidth + 38), SUM(ResolutionWidth + 39), SUM(ResolutionWidth + 40), SUM(ResolutionWidth + 41), SUM(ResolutionWidth + 42), SUM(ResolutionWidth + 43), SUM(ResolutionWidth + 44), SUM(ResolutionWidth + 45), SUM(ResolutionWidth + 46), SUM(ResolutionWidth + 47), SUM(ResolutionWidth + 48), SUM(ResolutionWidth + 49), SUM(ResolutionWidth + 50), SUM(ResolutionWidth + 51), SUM(ResolutionWidth + 52), SUM(ResolutionWidth + 53), SUM(ResolutionWidth + 54), SUM(ResolutionWidth + 55), SUM(ResolutionWidth + 56), SUM(ResolutionWidth + 57), SUM(ResolutionWidth + 58), SUM(ResolutionWidth + 59), SUM(ResolutionWidth + 60), SUM(ResolutionWidth + 61), SUM(ResolutionWidth + 62), SUM(ResolutionWidth + 63), SUM(ResolutionWidth + 64), SUM(ResolutionWidth + 65), SUM(ResolutionWidth + 66), SUM(ResolutionWidth + 67), SUM(ResolutionWidth + 68), SUM(ResolutionWidth + 69), SUM(ResolutionWidth + 70), SUM(ResolutionWidth + 71), SUM(ResolutionWidth + 72), SUM(ResolutionWidth + 73), SUM(ResolutionWidth + 74), SUM(ResolutionWidth + 75), SUM(ResolutionWidth + 76), SUM(ResolutionWidth + 77), SUM(ResolutionWidth + 78), SUM(ResolutionWidth + 79), SUM(ResolutionWidth + 80), SUM(ResolutionWidth + 81), SUM(ResolutionWidth + 82), SUM(ResolutionWidth + 83), SUM(ResolutionWidth + 84), SUM(ResolutionWidth + 85), SUM(ResolutionWidth + 86), SUM(ResolutionWidth + 87), SUM(ResolutionWidth + 88), SUM(ResolutionWidth + 89) FROM hits;
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SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
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SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;

‎opteryx/results/c6a.4xlarge.json‎

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{
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"system": "Opteryx",
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"date": "2025-01-12",
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"date": "2025-03-30",
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"machine": "c6a.4xlarge, 500gb gp2",
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"cluster_size": 1,
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"data_size": 14737666736,
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"result": [
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[1.251006235,0.080118607,0.079875281],
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[2.645037241,0.327796665,0.322614463],
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[6.387398368,1.504896835,1.499059588],
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[7.460576192,0.987895168,0.966523026],
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[4.401359451,0.912877849,0.893981607],
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[12.320326644,7.069771109,7.092357523],
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[3.935113921,1.243809051,1.243042595],
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[1.896092628,0.332665942,0.333926139],
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[5.798907738,1.688745059,1.660498791],
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[8.716103374,2.802368571,2.76843743],
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[4.906623416,0.858288399,0.864481993],
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[null,null,null],
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[1.723640971,0.452657458,0.445565675]
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]
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}

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