From 9b70174d7e888992b34abb3b638af07c17e74f0d Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 24 Jan 2026 17:51:53 +0100
Subject: [PATCH 1/6] Add Firebolt Parquet benchmark entries

Add two new benchmarks for testing Firebolt's performance when querying
Parquet files directly without data ingestion:
- firebolt-parquet: single Parquet file (hits.parquet)
- firebolt-parquet-partitioned: 100 partitioned Parquet files

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
---
 firebolt-parquet-partitioned/benchmark.sh  |  45 ++++++++
 firebolt-parquet-partitioned/create.sql    | 113 +++++++++++++++++++++
 firebolt-parquet-partitioned/queries.sql   |  43 ++++++++
 firebolt-parquet-partitioned/run.sh        |  18 ++++
 firebolt-parquet-partitioned/template.json |  13 +++
 firebolt-parquet/benchmark.sh              |  42 ++++++++
 firebolt-parquet/create.sql                | 113 +++++++++++++++++++++
 firebolt-parquet/queries.sql               |  43 ++++++++
 firebolt-parquet/run.sh                    |  18 ++++
 firebolt-parquet/template.json             |  13 +++
 10 files changed, 461 insertions(+)
 create mode 100755 firebolt-parquet-partitioned/benchmark.sh
 create mode 100644 firebolt-parquet-partitioned/create.sql
 create mode 100644 firebolt-parquet-partitioned/queries.sql
 create mode 100755 firebolt-parquet-partitioned/run.sh
 create mode 100644 firebolt-parquet-partitioned/template.json
 create mode 100755 firebolt-parquet/benchmark.sh
 create mode 100644 firebolt-parquet/create.sql
 create mode 100644 firebolt-parquet/queries.sql
 create mode 100755 firebolt-parquet/run.sh
 create mode 100644 firebolt-parquet/template.json

diff --git a/firebolt-parquet-partitioned/benchmark.sh b/firebolt-parquet-partitioned/benchmark.sh
new file mode 100755
index 000000000..54bcec699
--- /dev/null
+++ b/firebolt-parquet-partitioned/benchmark.sh
@@ -0,0 +1,45 @@
+#!/bin/bash
+
+# Download the partitioned hits parquet files
+echo "Downloading dataset..."
+rm -rf data
+mkdir -p data
+seq 0 99 | xargs -P100 -I{} bash -c 'wget -P data --continue --progress=dot:giga https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{}.parquet'
+
+# Start the container
+sudo apt-get install -y docker.io jq
+sudo docker run -dit --name firebolt-core --rm \
+    --ulimit memlock=8589934592:8589934592 \
+    --security-opt seccomp=unconfined \
+    -p 127.0.0.1:3473:3473 \
+    -v /firebolt-core/volume \
+    -v ./data/:/firebolt-core/clickbench \
+    ghcr.io/firebolt-db/firebolt-core:preview-rc
+
+# Wait until Firebolt is ready
+for _ in {1..600}
+do
+    curl -s "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
+    sleep 1
+done
+
+# Create the database and external table
+echo "Creating external table..."
+curl -s "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
+curl -s "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
+
+# Print statistics
+DATA_SIZE=$(du -bcs data/hits_*.parquet 2>/dev/null | grep total | awk '{print $1}')
+if [ -z "$DATA_SIZE" ]; then
+    DATA_SIZE=$(du -cs data/hits_*.parquet | grep total | awk '{print $1}')
+fi
+echo "Load time: 0"
+echo "Data size: $DATA_SIZE"
+
+# Run the benchmark
+echo "Running the benchmark..."
+./run.sh
+
+# Stop the container and remove the data
+sudo docker container stop firebolt-core
+rm -rf data
diff --git a/firebolt-parquet-partitioned/create.sql b/firebolt-parquet-partitioned/create.sql
new file mode 100644
index 000000000..dbc160107
--- /dev/null
+++ b/firebolt-parquet-partitioned/create.sql
@@ -0,0 +1,113 @@
+-- External table reading directly from partitioned Parquet files
+-- No data ingestion, queries run directly on Parquet
+CREATE EXTERNAL TABLE hits
+(
+    "WatchID" BIGINT NOT NULL,
+    "JavaEnable" INTEGER NOT NULL,
+    "Title" TEXT NOT NULL,
+    "GoodEvent" INTEGER NOT NULL,
+    "EventTime" BIGINT NOT NULL,
+    "EventDate" INTEGER NOT NULL,
+    "CounterID" INTEGER NOT NULL,
+    "ClientIP" INTEGER NOT NULL,
+    "RegionID" INTEGER NOT NULL,
+    "UserID" BIGINT NOT NULL,
+    "CounterClass" INTEGER NOT NULL,
+    "OS" INTEGER NOT NULL,
+    "UserAgent" INTEGER NOT NULL,
+    "URL" TEXT NOT NULL,
+    "Referer" TEXT NOT NULL,
+    "IsRefresh" INTEGER NOT NULL,
+    "RefererCategoryID" INTEGER NOT NULL,
+    "RefererRegionID" INTEGER NOT NULL,
+    "URLCategoryID" INTEGER NOT NULL,
+    "URLRegionID" INTEGER NOT NULL,
+    "ResolutionWidth" INTEGER NOT NULL,
+    "ResolutionHeight" INTEGER NOT NULL,
+    "ResolutionDepth" INTEGER NOT NULL,
+    "FlashMajor" INTEGER NOT NULL,
+    "FlashMinor" INTEGER NOT NULL,
+    "FlashMinor2" TEXT NOT NULL,
+    "NetMajor" INTEGER NOT NULL,
+    "NetMinor" INTEGER NOT NULL,
+    "UserAgentMajor" INTEGER NOT NULL,
+    "UserAgentMinor" VARCHAR(255) NOT NULL,
+    "CookieEnable" INTEGER NOT NULL,
+    "JavascriptEnable" INTEGER NOT NULL,
+    "IsMobile" INTEGER NOT NULL,
+    "MobilePhone" INTEGER NOT NULL,
+    "MobilePhoneModel" TEXT NOT NULL,
+    "Params" TEXT NOT NULL,
+    "IPNetworkID" INTEGER NOT NULL,
+    "TraficSourceID" INTEGER NOT NULL,
+    "SearchEngineID" INTEGER NOT NULL,
+    "SearchPhrase" TEXT NOT NULL,
+    "AdvEngineID" INTEGER NOT NULL,
+    "IsArtifical" INTEGER NOT NULL,
+    "WindowClientWidth" INTEGER NOT NULL,
+    "WindowClientHeight" INTEGER NOT NULL,
+    "ClientTimeZone" INTEGER NOT NULL,
+    "ClientEventTime" BIGINT NOT NULL,
+    "SilverlightVersion1" INTEGER NOT NULL,
+    "SilverlightVersion2" INTEGER NOT NULL,
+    "SilverlightVersion3" INTEGER NOT NULL,
+    "SilverlightVersion4" INTEGER NOT NULL,
+    "PageCharset" TEXT NOT NULL,
+    "CodeVersion" INTEGER NOT NULL,
+    "IsLink" INTEGER NOT NULL,
+    "IsDownload" INTEGER NOT NULL,
+    "IsNotBounce" INTEGER NOT NULL,
+    "FUniqID" BIGINT NOT NULL,
+    "OriginalURL" TEXT NOT NULL,
+    "HID" INTEGER NOT NULL,
+    "IsOldCounter" INTEGER NOT NULL,
+    "IsEvent" INTEGER NOT NULL,
+    "IsParameter" INTEGER NOT NULL,
+    "DontCountHits" INTEGER NOT NULL,
+    "WithHash" INTEGER NOT NULL,
+    "HitColor" CHAR NOT NULL,
+    "LocalEventTime" BIGINT NOT NULL,
+    "Age" INTEGER NOT NULL,
+    "Sex" INTEGER NOT NULL,
+    "Income" INTEGER NOT NULL,
+    "Interests" INTEGER NOT NULL,
+    "Robotness" INTEGER NOT NULL,
+    "RemoteIP" INTEGER NOT NULL,
+    "WindowName" INTEGER NOT NULL,
+    "OpenerName" INTEGER NOT NULL,
+    "HistoryLength" INTEGER NOT NULL,
+    "BrowserLanguage" TEXT NOT NULL,
+    "BrowserCountry" TEXT NOT NULL,
+    "SocialNetwork" TEXT NOT NULL,
+    "SocialAction" TEXT NOT NULL,
+    "HTTPError" INTEGER NOT NULL,
+    "SendTiming" INTEGER NOT NULL,
+    "DNSTiming" INTEGER NOT NULL,
+    "ConnectTiming" INTEGER NOT NULL,
+    "ResponseStartTiming" INTEGER NOT NULL,
+    "ResponseEndTiming" INTEGER NOT NULL,
+    "FetchTiming" INTEGER NOT NULL,
+    "SocialSourceNetworkID" INTEGER NOT NULL,
+    "SocialSourcePage" TEXT NOT NULL,
+    "ParamPrice" BIGINT NOT NULL,
+    "ParamOrderID" TEXT NOT NULL,
+    "ParamCurrency" TEXT NOT NULL,
+    "ParamCurrencyID" INTEGER NOT NULL,
+    "OpenstatServiceName" TEXT NOT NULL,
+    "OpenstatCampaignID" TEXT NOT NULL,
+    "OpenstatAdID" TEXT NOT NULL,
+    "OpenstatSourceID" TEXT NOT NULL,
+    "UTMSource" TEXT NOT NULL,
+    "UTMMedium" TEXT NOT NULL,
+    "UTMCampaign" TEXT NOT NULL,
+    "UTMContent" TEXT NOT NULL,
+    "UTMTerm" TEXT NOT NULL,
+    "FromTag" TEXT NOT NULL,
+    "HasGCLID" INTEGER NOT NULL,
+    "RefererHash" BIGINT NOT NULL,
+    "URLHash" BIGINT NOT NULL,
+    "CLID" INTEGER NOT NULL
+)
+URL = 'file:///firebolt-core/clickbench'
+OBJECT_PATTERN = 'hits_*.parquet'
+TYPE = PARQUET;
diff --git a/firebolt-parquet-partitioned/queries.sql b/firebolt-parquet-partitioned/queries.sql
new file mode 100644
index 000000000..136ea6b32
--- /dev/null
+++ b/firebolt-parquet-partitioned/queries.sql
@@ -0,0 +1,43 @@
+SELECT COUNT(*) FROM hits;
+SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
+SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
+SELECT AVG(UserID) FROM hits;
+SELECT COUNT(DISTINCT UserID) FROM hits;
+SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
+SELECT MIN(DATE '1970-01-01' + EventDate), MAX(DATE '1970-01-01' + EventDate) FROM hits;
+SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
+SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
+SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
+SELECT UserID, extract(minute FROM to_timestamp(EventTime) AT TIME ZONE 'UTC') AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID FROM hits WHERE UserID = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
+SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
+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;
+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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+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;
+SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
+SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
+SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
+SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT URLHash, DATE '1970-01-01' + EventDate AS d, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16630 AND EventDate <= 16631 AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
diff --git a/firebolt-parquet-partitioned/run.sh b/firebolt-parquet-partitioned/run.sh
new file mode 100755
index 000000000..de27ee2c7
--- /dev/null
+++ b/firebolt-parquet-partitioned/run.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+# Disable the result and subresult caches.
+QUERY_PARAMS="enable_result_cache=false&enable_subresult_cache=false&output_format=JSON_Compact"
+
+cat queries.sql | while read -r query; do
+    # Firebolt is a database with local on-disk storage: drop the page cache before the first run of each query.
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
+    # Run the query three times.
+    # Extract the elapsed time from the response's statistics.
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo -n "[${ELAPSED}"
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo -n ",${ELAPSED}"
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo ",${ELAPSED}],"
+done
diff --git a/firebolt-parquet-partitioned/template.json b/firebolt-parquet-partitioned/template.json
new file mode 100644
index 000000000..beefe5faf
--- /dev/null
+++ b/firebolt-parquet-partitioned/template.json
@@ -0,0 +1,13 @@
+{
+  "system": "Firebolt (Parquet, partitioned)",
+  "proprietary": "yes",
+  "hardware": "cpu",
+  "tuned": "no",
+  "tags": [
+    "C++",
+    "column-oriented",
+    "PostgreSQL compatible",
+    "ClickHouse derivative",
+    "stateless"
+  ]
+}
diff --git a/firebolt-parquet/benchmark.sh b/firebolt-parquet/benchmark.sh
new file mode 100755
index 000000000..792931cb4
--- /dev/null
+++ b/firebolt-parquet/benchmark.sh
@@ -0,0 +1,42 @@
+#!/bin/bash
+
+# Download the hits.parquet file
+echo "Downloading dataset..."
+rm -rf data
+mkdir -p data
+wget -P data --continue --progress=dot:giga "https://datasets.clickhouse.com/hits_compatible/hits.parquet"
+
+# Start the container
+sudo apt-get install -y docker.io jq
+sudo docker run -dit --name firebolt-core --rm \
+    --ulimit memlock=8589934592:8589934592 \
+    --security-opt seccomp=unconfined \
+    -p 127.0.0.1:3473:3473 \
+    -v /firebolt-core/volume \
+    -v ./data/:/firebolt-core/clickbench \
+    ghcr.io/firebolt-db/firebolt-core:preview-rc
+
+# Wait until Firebolt is ready
+for _ in {1..600}
+do
+    curl -s "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
+    sleep 1
+done
+
+# Create the database and external table
+echo "Creating external table..."
+curl -s "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
+curl -s "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
+
+# Print statistics
+DATA_SIZE=$(stat -c%s data/hits.parquet 2>/dev/null || stat -f%z data/hits.parquet)
+echo "Load time: 0"
+echo "Data size: $DATA_SIZE"
+
+# Run the benchmark
+echo "Running the benchmark..."
+./run.sh
+
+# Stop the container and remove the data
+sudo docker container stop firebolt-core
+rm -rf data
diff --git a/firebolt-parquet/create.sql b/firebolt-parquet/create.sql
new file mode 100644
index 000000000..26e9ed3c3
--- /dev/null
+++ b/firebolt-parquet/create.sql
@@ -0,0 +1,113 @@
+-- External table reading directly from Parquet file
+-- No data ingestion, queries run directly on Parquet
+CREATE EXTERNAL TABLE hits
+(
+    "WatchID" BIGINT NOT NULL,
+    "JavaEnable" INTEGER NOT NULL,
+    "Title" TEXT NOT NULL,
+    "GoodEvent" INTEGER NOT NULL,
+    "EventTime" BIGINT NOT NULL,
+    "EventDate" INTEGER NOT NULL,
+    "CounterID" INTEGER NOT NULL,
+    "ClientIP" INTEGER NOT NULL,
+    "RegionID" INTEGER NOT NULL,
+    "UserID" BIGINT NOT NULL,
+    "CounterClass" INTEGER NOT NULL,
+    "OS" INTEGER NOT NULL,
+    "UserAgent" INTEGER NOT NULL,
+    "URL" TEXT NOT NULL,
+    "Referer" TEXT NOT NULL,
+    "IsRefresh" INTEGER NOT NULL,
+    "RefererCategoryID" INTEGER NOT NULL,
+    "RefererRegionID" INTEGER NOT NULL,
+    "URLCategoryID" INTEGER NOT NULL,
+    "URLRegionID" INTEGER NOT NULL,
+    "ResolutionWidth" INTEGER NOT NULL,
+    "ResolutionHeight" INTEGER NOT NULL,
+    "ResolutionDepth" INTEGER NOT NULL,
+    "FlashMajor" INTEGER NOT NULL,
+    "FlashMinor" INTEGER NOT NULL,
+    "FlashMinor2" TEXT NOT NULL,
+    "NetMajor" INTEGER NOT NULL,
+    "NetMinor" INTEGER NOT NULL,
+    "UserAgentMajor" INTEGER NOT NULL,
+    "UserAgentMinor" VARCHAR(255) NOT NULL,
+    "CookieEnable" INTEGER NOT NULL,
+    "JavascriptEnable" INTEGER NOT NULL,
+    "IsMobile" INTEGER NOT NULL,
+    "MobilePhone" INTEGER NOT NULL,
+    "MobilePhoneModel" TEXT NOT NULL,
+    "Params" TEXT NOT NULL,
+    "IPNetworkID" INTEGER NOT NULL,
+    "TraficSourceID" INTEGER NOT NULL,
+    "SearchEngineID" INTEGER NOT NULL,
+    "SearchPhrase" TEXT NOT NULL,
+    "AdvEngineID" INTEGER NOT NULL,
+    "IsArtifical" INTEGER NOT NULL,
+    "WindowClientWidth" INTEGER NOT NULL,
+    "WindowClientHeight" INTEGER NOT NULL,
+    "ClientTimeZone" INTEGER NOT NULL,
+    "ClientEventTime" BIGINT NOT NULL,
+    "SilverlightVersion1" INTEGER NOT NULL,
+    "SilverlightVersion2" INTEGER NOT NULL,
+    "SilverlightVersion3" INTEGER NOT NULL,
+    "SilverlightVersion4" INTEGER NOT NULL,
+    "PageCharset" TEXT NOT NULL,
+    "CodeVersion" INTEGER NOT NULL,
+    "IsLink" INTEGER NOT NULL,
+    "IsDownload" INTEGER NOT NULL,
+    "IsNotBounce" INTEGER NOT NULL,
+    "FUniqID" BIGINT NOT NULL,
+    "OriginalURL" TEXT NOT NULL,
+    "HID" INTEGER NOT NULL,
+    "IsOldCounter" INTEGER NOT NULL,
+    "IsEvent" INTEGER NOT NULL,
+    "IsParameter" INTEGER NOT NULL,
+    "DontCountHits" INTEGER NOT NULL,
+    "WithHash" INTEGER NOT NULL,
+    "HitColor" CHAR NOT NULL,
+    "LocalEventTime" BIGINT NOT NULL,
+    "Age" INTEGER NOT NULL,
+    "Sex" INTEGER NOT NULL,
+    "Income" INTEGER NOT NULL,
+    "Interests" INTEGER NOT NULL,
+    "Robotness" INTEGER NOT NULL,
+    "RemoteIP" INTEGER NOT NULL,
+    "WindowName" INTEGER NOT NULL,
+    "OpenerName" INTEGER NOT NULL,
+    "HistoryLength" INTEGER NOT NULL,
+    "BrowserLanguage" TEXT NOT NULL,
+    "BrowserCountry" TEXT NOT NULL,
+    "SocialNetwork" TEXT NOT NULL,
+    "SocialAction" TEXT NOT NULL,
+    "HTTPError" INTEGER NOT NULL,
+    "SendTiming" INTEGER NOT NULL,
+    "DNSTiming" INTEGER NOT NULL,
+    "ConnectTiming" INTEGER NOT NULL,
+    "ResponseStartTiming" INTEGER NOT NULL,
+    "ResponseEndTiming" INTEGER NOT NULL,
+    "FetchTiming" INTEGER NOT NULL,
+    "SocialSourceNetworkID" INTEGER NOT NULL,
+    "SocialSourcePage" TEXT NOT NULL,
+    "ParamPrice" BIGINT NOT NULL,
+    "ParamOrderID" TEXT NOT NULL,
+    "ParamCurrency" TEXT NOT NULL,
+    "ParamCurrencyID" INTEGER NOT NULL,
+    "OpenstatServiceName" TEXT NOT NULL,
+    "OpenstatCampaignID" TEXT NOT NULL,
+    "OpenstatAdID" TEXT NOT NULL,
+    "OpenstatSourceID" TEXT NOT NULL,
+    "UTMSource" TEXT NOT NULL,
+    "UTMMedium" TEXT NOT NULL,
+    "UTMCampaign" TEXT NOT NULL,
+    "UTMContent" TEXT NOT NULL,
+    "UTMTerm" TEXT NOT NULL,
+    "FromTag" TEXT NOT NULL,
+    "HasGCLID" INTEGER NOT NULL,
+    "RefererHash" BIGINT NOT NULL,
+    "URLHash" BIGINT NOT NULL,
+    "CLID" INTEGER NOT NULL
+)
+URL = 'file:///firebolt-core/clickbench'
+OBJECT_PATTERN = 'hits.parquet'
+TYPE = PARQUET;
diff --git a/firebolt-parquet/queries.sql b/firebolt-parquet/queries.sql
new file mode 100644
index 000000000..136ea6b32
--- /dev/null
+++ b/firebolt-parquet/queries.sql
@@ -0,0 +1,43 @@
+SELECT COUNT(*) FROM hits;
+SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
+SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
+SELECT AVG(UserID) FROM hits;
+SELECT COUNT(DISTINCT UserID) FROM hits;
+SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
+SELECT MIN(DATE '1970-01-01' + EventDate), MAX(DATE '1970-01-01' + EventDate) FROM hits;
+SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
+SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
+SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
+SELECT UserID, extract(minute FROM to_timestamp(EventTime) AT TIME ZONE 'UTC') AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID FROM hits WHERE UserID = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
+SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
+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;
+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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+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;
+SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
+SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
+SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
+SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT URLHash, DATE '1970-01-01' + EventDate AS d, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16630 AND EventDate <= 16631 AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
diff --git a/firebolt-parquet/run.sh b/firebolt-parquet/run.sh
new file mode 100755
index 000000000..de27ee2c7
--- /dev/null
+++ b/firebolt-parquet/run.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+
+# Disable the result and subresult caches.
+QUERY_PARAMS="enable_result_cache=false&enable_subresult_cache=false&output_format=JSON_Compact"
+
+cat queries.sql | while read -r query; do
+    # Firebolt is a database with local on-disk storage: drop the page cache before the first run of each query.
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
+    # Run the query three times.
+    # Extract the elapsed time from the response's statistics.
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo -n "[${ELAPSED}"
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo -n ",${ELAPSED}"
+    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    echo ",${ELAPSED}],"
+done
diff --git a/firebolt-parquet/template.json b/firebolt-parquet/template.json
new file mode 100644
index 000000000..6ba256363
--- /dev/null
+++ b/firebolt-parquet/template.json
@@ -0,0 +1,13 @@
+{
+  "system": "Firebolt (Parquet)",
+  "proprietary": "yes",
+  "hardware": "cpu",
+  "tuned": "no",
+  "tags": [
+    "C++",
+    "column-oriented",
+    "PostgreSQL compatible",
+    "ClickHouse derivative",
+    "stateless"
+  ]
+}

From c189753034b1622e8e54c3a468041986d2416def Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 24 Jan 2026 19:41:55 +0100
Subject: [PATCH 2/6] Use curl -sS instead of curl -s to show errors

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
---
 firebolt-parquet-partitioned/benchmark.sh | 6 +++---
 firebolt-parquet-partitioned/run.sh       | 6 +++---
 firebolt-parquet/benchmark.sh             | 6 +++---
 firebolt-parquet/run.sh                   | 6 +++---
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/firebolt-parquet-partitioned/benchmark.sh b/firebolt-parquet-partitioned/benchmark.sh
index 54bcec699..6611b3cc1 100755
--- a/firebolt-parquet-partitioned/benchmark.sh
+++ b/firebolt-parquet-partitioned/benchmark.sh
@@ -19,14 +19,14 @@ sudo docker run -dit --name firebolt-core --rm \
 # Wait until Firebolt is ready
 for _ in {1..600}
 do
-    curl -s "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
+    curl -sS "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
     sleep 1
 done
 
 # Create the database and external table
 echo "Creating external table..."
-curl -s "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
-curl -s "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
+curl -sS "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
+curl -sS "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
 
 # Print statistics
 DATA_SIZE=$(du -bcs data/hits_*.parquet 2>/dev/null | grep total | awk '{print $1}')
diff --git a/firebolt-parquet-partitioned/run.sh b/firebolt-parquet-partitioned/run.sh
index de27ee2c7..9b810c99e 100755
--- a/firebolt-parquet-partitioned/run.sh
+++ b/firebolt-parquet-partitioned/run.sh
@@ -9,10 +9,10 @@ cat queries.sql | while read -r query; do
     echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
     # Run the query three times.
     # Extract the elapsed time from the response's statistics.
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo -n "[${ELAPSED}"
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo -n ",${ELAPSED}"
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo ",${ELAPSED}],"
 done
diff --git a/firebolt-parquet/benchmark.sh b/firebolt-parquet/benchmark.sh
index 792931cb4..0fe4cf76e 100755
--- a/firebolt-parquet/benchmark.sh
+++ b/firebolt-parquet/benchmark.sh
@@ -19,14 +19,14 @@ sudo docker run -dit --name firebolt-core --rm \
 # Wait until Firebolt is ready
 for _ in {1..600}
 do
-    curl -s "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
+    curl -sS "http://localhost:3473/" --data-binary "SELECT 'Firebolt is ready';" > /dev/null && break
     sleep 1
 done
 
 # Create the database and external table
 echo "Creating external table..."
-curl -s "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
-curl -s "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
+curl -sS "http://localhost:3473/?enable_multi_query_requests=true" --data-binary "DROP DATABASE IF EXISTS clickbench;CREATE DATABASE clickbench;"
+curl -sS "http://localhost:3473/?database=clickbench&enable_multi_query_requests=true" --data-binary @create.sql
 
 # Print statistics
 DATA_SIZE=$(stat -c%s data/hits.parquet 2>/dev/null || stat -f%z data/hits.parquet)
diff --git a/firebolt-parquet/run.sh b/firebolt-parquet/run.sh
index de27ee2c7..9b810c99e 100755
--- a/firebolt-parquet/run.sh
+++ b/firebolt-parquet/run.sh
@@ -9,10 +9,10 @@ cat queries.sql | while read -r query; do
     echo 3 | sudo tee /proc/sys/vm/drop_caches > /dev/null
     # Run the query three times.
     # Extract the elapsed time from the response's statistics.
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo -n "[${ELAPSED}"
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo -n ",${ELAPSED}"
-    ELAPSED=$(curl -s "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
+    ELAPSED=$(curl -sS "http://localhost:3473/?database=clickbench&${QUERY_PARAMS}" --data-binary "$query" | jq '.statistics.elapsed')
     echo ",${ELAPSED}],"
 done

From 343edddda1d500505cc8e375b14c299546869a9d Mon Sep 17 00:00:00 2001
From: Ubuntu <ubuntu@ip-172-31-43-89.eu-central-1.compute.internal>
Date: Sat, 21 Feb 2026 01:58:29 +0000
Subject: [PATCH 3/6] Quote column names in Firebolt Parquet queries and add
 benchmark results

Firebolt requires double-quoted identifiers for case-sensitive column
names defined with quotes in CREATE EXTERNAL TABLE. Without quotes,
column names were lowercased causing "Column does not exist" errors.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 firebolt-parquet-partitioned/queries.sql      | 84 +++++++++----------
 .../results/result.csv                        | 43 ++++++++++
 firebolt-parquet/queries.sql                  | 84 +++++++++----------
 firebolt-parquet/results/result.csv           | 43 ++++++++++
 4 files changed, 170 insertions(+), 84 deletions(-)
 create mode 100644 firebolt-parquet-partitioned/results/result.csv
 create mode 100644 firebolt-parquet/results/result.csv

diff --git a/firebolt-parquet-partitioned/queries.sql b/firebolt-parquet-partitioned/queries.sql
index 136ea6b32..04953f039 100644
--- a/firebolt-parquet-partitioned/queries.sql
+++ b/firebolt-parquet-partitioned/queries.sql
@@ -1,43 +1,43 @@
 SELECT COUNT(*) FROM hits;
-SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
-SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
-SELECT AVG(UserID) FROM hits;
-SELECT COUNT(DISTINCT UserID) FROM hits;
-SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
-SELECT MIN(DATE '1970-01-01' + EventDate), MAX(DATE '1970-01-01' + EventDate) FROM hits;
-SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
-SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
-SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
-SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
-SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
-SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
-SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
-SELECT UserID, extract(minute FROM to_timestamp(EventTime) AT TIME ZONE 'UTC') AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID FROM hits WHERE UserID = 435090932899640449;
-SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
-SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
-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;
-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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
-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;
-SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
-SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
-SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
-SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
-SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
-SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
-SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
-SELECT URLHash, DATE '1970-01-01' + EventDate AS d, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
-SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
-SELECT DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16630 AND EventDate <= 16631 AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
+SELECT COUNT(*) FROM hits WHERE "AdvEngineID" <> 0;
+SELECT SUM("AdvEngineID"), COUNT(*), AVG("ResolutionWidth") FROM hits;
+SELECT AVG("UserID") FROM hits;
+SELECT COUNT(DISTINCT "UserID") FROM hits;
+SELECT COUNT(DISTINCT "SearchPhrase") FROM hits;
+SELECT MIN(DATE '1970-01-01' + "EventDate"), MAX(DATE '1970-01-01' + "EventDate") FROM hits;
+SELECT "AdvEngineID", COUNT(*) FROM hits WHERE "AdvEngineID" <> 0 GROUP BY "AdvEngineID" ORDER BY COUNT(*) DESC;
+SELECT "RegionID", COUNT(DISTINCT "UserID") AS u FROM hits GROUP BY "RegionID" ORDER BY u DESC LIMIT 10;
+SELECT "RegionID", SUM("AdvEngineID"), COUNT(*) AS c, AVG("ResolutionWidth"), COUNT(DISTINCT "UserID") FROM hits GROUP BY "RegionID" ORDER BY c DESC LIMIT 10;
+SELECT "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "MobilePhone", "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhone", "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "SearchPhrase", COUNT(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY u DESC LIMIT 10;
+SELECT "SearchEngineID", "SearchPhrase", COUNT(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "UserID", COUNT(*) FROM hits GROUP BY "UserID" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", "SearchPhrase" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", "SearchPhrase" LIMIT 10;
+SELECT "UserID", extract(minute FROM to_timestamp("EventTime") AT TIME ZONE 'UTC') AS m, "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", m, "SearchPhrase" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID" FROM hits WHERE "UserID" = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE "URL" LIKE '%google%';
+SELECT "SearchPhrase", MIN("URL"), COUNT(*) AS c FROM hits WHERE "URL" LIKE '%google%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", MIN("URL"), MIN("Title"), COUNT(*) AS c, COUNT(DISTINCT "UserID") FROM hits WHERE "Title" LIKE '%Google%' AND "URL" NOT LIKE '%.google.%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE "URL" LIKE '%google%' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "SearchPhrase" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime", "SearchPhrase" LIMIT 10;
+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;
+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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+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;
+SELECT "SearchEngineID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS c FROM hits GROUP BY "URL" ORDER BY c DESC LIMIT 10;
+SELECT 1, "URL", COUNT(*) AS c FROM hits GROUP BY 1, "URL" ORDER BY c DESC LIMIT 10;
+SELECT "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3, COUNT(*) AS c FROM hits GROUP BY "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3 ORDER BY c DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "DontCountHits" = 0 AND "IsRefresh" = 0 AND "URL" <> '' GROUP BY "URL" ORDER BY PageViews DESC LIMIT 10;
+SELECT "Title", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "DontCountHits" = 0 AND "IsRefresh" = 0 AND "Title" <> '' GROUP BY "Title" ORDER BY PageViews DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "IsLink" <> 0 AND "IsDownload" = 0 GROUP BY "URL" ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END AS Src, "URL" AS Dst, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 GROUP BY "TraficSourceID", "SearchEngineID", "AdvEngineID", Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT "URLHash", DATE '1970-01-01' + "EventDate" AS d, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "TraficSourceID" IN (-1, 6) AND "RefererHash" = 3594120000172545465 GROUP BY "URLHash", d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT "WindowClientWidth", "WindowClientHeight", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "DontCountHits" = 0 AND "URLHash" = 2868770270353813622 GROUP BY "WindowClientWidth", "WindowClientHeight" ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16630 AND "EventDate" <= 16631 AND "IsRefresh" = 0 AND "DontCountHits" = 0 GROUP BY DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
diff --git a/firebolt-parquet-partitioned/results/result.csv b/firebolt-parquet-partitioned/results/result.csv
new file mode 100644
index 000000000..f1f07ee95
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/result.csv
@@ -0,0 +1,43 @@
+[0.089283,0.085227,0.056908],
+[6.462622,0.119138,0.038947],
+[10.367681,0.121577,0.068723],
+[8.336257,0.145469,0.197462],
+[8.349521,0.132076,0.091391],
+[9.178133,0.171213,0.134665],
+[6.187076,0.110292,0.058369],
+[6.454823,0.066141,0.092703],
+[9.057229,0.15579,0.110341],
+[18.117743,0.202172,0.149111],
+[13.532241,0.171737,0.099214],
+[13.770584,0.228361,0.088879],
+[9.068185,0.151889,0.149824],
+[16.675524,0.237302,0.198608],
+[9.064278,0.194775,0.134064],
+[8.29152,0.164027,0.163135],
+[16.60348,0.256961,0.208454],
+[16.315262,0.300289,0.202808],
+[21.854225,0.378082,0.330043],
+[6.288758,0.160972,0.099336],
+[26.567622,0.500553,0.417805],
+[34.127698,0.542914,0.497363],
+[58.899529,0.911295,0.795608],
+[112.493884,2.898339,2.4515],
+[17.554711,0.360378,0.217671],
+[8.794605,0.1668,0.104769],
+[18.080815,0.205598,0.131358],
+[29.565947,0.644293,0.534157],
+[23.126676,0.588055,0.621218],
+[6.082632,0.280672,0.17878],
+[19.550942,0.228663,0.151307],
+[30.333442,0.294862,0.175669],
+[25.039375,0.411381,0.32421],
+[26.381503,0.603127,0.547455],
+[26.382774,0.714164,0.581087],
+[7.358347,0.37295,0.116444],
+[0.094299,0.090255,0.072739],
+[0.062318,0.050861,0.082478],
+[0.484961,0.033505,0.065616],
+[0.070775,0.051666,0.059196],
+[0.578127,0.065646,0.09461],
+[0.750614,0.065703,0.089976],
+[0.110351,0.053694,0.05331],
diff --git a/firebolt-parquet/queries.sql b/firebolt-parquet/queries.sql
index 136ea6b32..04953f039 100644
--- a/firebolt-parquet/queries.sql
+++ b/firebolt-parquet/queries.sql
@@ -1,43 +1,43 @@
 SELECT COUNT(*) FROM hits;
-SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
-SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
-SELECT AVG(UserID) FROM hits;
-SELECT COUNT(DISTINCT UserID) FROM hits;
-SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
-SELECT MIN(DATE '1970-01-01' + EventDate), MAX(DATE '1970-01-01' + EventDate) FROM hits;
-SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
-SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
-SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
-SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
-SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
-SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
-SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
-SELECT UserID, extract(minute FROM to_timestamp(EventTime) AT TIME ZONE 'UTC') AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
-SELECT UserID FROM hits WHERE UserID = 435090932899640449;
-SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
-SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
-SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
-SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
-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;
-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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
-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;
-SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
-SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
-SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
-SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
-SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
-SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
-SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
-SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
-SELECT URLHash, DATE '1970-01-01' + EventDate AS d, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
-SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16617 AND EventDate <= 16647 AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
-SELECT DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= 16630 AND EventDate <= 16631 AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp(EventTime) AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
+SELECT COUNT(*) FROM hits WHERE "AdvEngineID" <> 0;
+SELECT SUM("AdvEngineID"), COUNT(*), AVG("ResolutionWidth") FROM hits;
+SELECT AVG("UserID") FROM hits;
+SELECT COUNT(DISTINCT "UserID") FROM hits;
+SELECT COUNT(DISTINCT "SearchPhrase") FROM hits;
+SELECT MIN(DATE '1970-01-01' + "EventDate"), MAX(DATE '1970-01-01' + "EventDate") FROM hits;
+SELECT "AdvEngineID", COUNT(*) FROM hits WHERE "AdvEngineID" <> 0 GROUP BY "AdvEngineID" ORDER BY COUNT(*) DESC;
+SELECT "RegionID", COUNT(DISTINCT "UserID") AS u FROM hits GROUP BY "RegionID" ORDER BY u DESC LIMIT 10;
+SELECT "RegionID", SUM("AdvEngineID"), COUNT(*) AS c, AVG("ResolutionWidth"), COUNT(DISTINCT "UserID") FROM hits GROUP BY "RegionID" ORDER BY c DESC LIMIT 10;
+SELECT "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "MobilePhone", "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhone", "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "SearchPhrase", COUNT(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY u DESC LIMIT 10;
+SELECT "SearchEngineID", "SearchPhrase", COUNT(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "UserID", COUNT(*) FROM hits GROUP BY "UserID" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", "SearchPhrase" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", "SearchPhrase" LIMIT 10;
+SELECT "UserID", extract(minute FROM to_timestamp("EventTime") AT TIME ZONE 'UTC') AS m, "SearchPhrase", COUNT(*) FROM hits GROUP BY "UserID", m, "SearchPhrase" ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT "UserID" FROM hits WHERE "UserID" = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE "URL" LIKE '%google%';
+SELECT "SearchPhrase", MIN("URL"), COUNT(*) AS c FROM hits WHERE "URL" LIKE '%google%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", MIN("URL"), MIN("Title"), COUNT(*) AS c, COUNT(DISTINCT "UserID") FROM hits WHERE "Title" LIKE '%Google%' AND "URL" NOT LIKE '%.google.%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE "URL" LIKE '%google%' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "SearchPhrase" LIMIT 10;
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime", "SearchPhrase" LIMIT 10;
+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;
+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 k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+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;
+SELECT "SearchEngineID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", COUNT(*) AS c, SUM("IsRefresh"), AVG("ResolutionWidth") FROM hits GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS c FROM hits GROUP BY "URL" ORDER BY c DESC LIMIT 10;
+SELECT 1, "URL", COUNT(*) AS c FROM hits GROUP BY 1, "URL" ORDER BY c DESC LIMIT 10;
+SELECT "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3, COUNT(*) AS c FROM hits GROUP BY "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3 ORDER BY c DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "DontCountHits" = 0 AND "IsRefresh" = 0 AND "URL" <> '' GROUP BY "URL" ORDER BY PageViews DESC LIMIT 10;
+SELECT "Title", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "DontCountHits" = 0 AND "IsRefresh" = 0 AND "Title" <> '' GROUP BY "Title" ORDER BY PageViews DESC LIMIT 10;
+SELECT "URL", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "IsLink" <> 0 AND "IsDownload" = 0 GROUP BY "URL" ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END AS Src, "URL" AS Dst, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 GROUP BY "TraficSourceID", "SearchEngineID", "AdvEngineID", Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT "URLHash", DATE '1970-01-01' + "EventDate" AS d, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "TraficSourceID" IN (-1, 6) AND "RefererHash" = 3594120000172545465 GROUP BY "URLHash", d ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT "WindowClientWidth", "WindowClientHeight", COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16617 AND "EventDate" <= 16647 AND "IsRefresh" = 0 AND "DontCountHits" = 0 AND "URLHash" = 2868770270353813622 GROUP BY "WindowClientWidth", "WindowClientHeight" ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') AS M, COUNT(*) AS PageViews FROM hits WHERE "CounterID" = 62 AND "EventDate" >= 16630 AND "EventDate" <= 16631 AND "IsRefresh" = 0 AND "DontCountHits" = 0 GROUP BY DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') ORDER BY DATE_TRUNC('minute', to_timestamp("EventTime") AT TIME ZONE 'UTC') LIMIT 10 OFFSET 1000;
diff --git a/firebolt-parquet/results/result.csv b/firebolt-parquet/results/result.csv
new file mode 100644
index 000000000..abb3cd7d3
--- /dev/null
+++ b/firebolt-parquet/results/result.csv
@@ -0,0 +1,43 @@
+[0.059843,0.162664,0.140374],
+[3.148727,0.563231,0.470388],
+[6.732605,0.404802,1.004818],
+[5.034925,0.656611,0.669673],
+[5.272328,2.239552,2.252362],
+[6.473511,3.931263,3.808644],
+[3.128724,0.633189,0.685733],
+[3.152018,0.482778,0.433736],
+[5.897501,2.672888,2.70512],
+[13.594944,4.063634,3.897423],
+[9.21254,1.547822,1.566892],
+[9.347565,1.829211,1.852122],
+[6.33956,2.910324,2.957453],
+[12.359564,3.607029,3.481648],
+[6.657161,3.544702,3.470191],
+[5.356698,2.422867,2.406365],
+[12.846069,6.451807,6.536292],
+[12.648833,6.332159,2.21432],
+[18.397965,11.181063,11.30718],
+[4.3146,0.415743,0.383533],
+[24.031448,6.736471,6.76135],
+[30.848713,8.906115,0.856585],
+[56.120186,17.049336,17.077808],
+[116.003436,84.626922,84.384854],
+[13.186752,2.874756,2.845174],
+[6.044078,2.239127,2.264012],
+[13.186912,2.884457,2.883567],
+[26.926486,7.156224,7.183304],
+[22.964421,15.978144,16.102947],
+[3.432935,0.612371,0.611429],
+[15.294111,4.259675,4.36426],
+[25.686938,4.439314,0.657251],
+[21.549406,10.36087,10.11945],
+[25.061596,10.84247,10.697158],
+[25.150158,11.029951,10.764596],
+[5.061588,2.713641,2.750384],
+[0.051314,0.030315,0.024209],
+[0.023383,0.021939,0.01692],
+[0.035486,0.02946,0.017068],
+[0.021938,0.036345,0.082503],
+[0.056541,0.081315,0.095248],
+[0.056486,0.055195,0.139469],
+[0.039902,0.063839,0.042551],

From 8a51d907335eebab15957b78994680bde201d77e Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 21 Feb 2026 02:44:16 +0000
Subject: [PATCH 4/6] Add results

---
 .../results/c6a.2xlarge.json                  | 58 +++++++++++++++++++
 .../results/c6a.4xlarge.json                  | 58 +++++++++++++++++++
 .../results/c6a.large.json                    | 58 +++++++++++++++++++
 .../results/c6a.metal.json                    | 58 +++++++++++++++++++
 .../results/c6a.xlarge.json                   | 58 +++++++++++++++++++
 .../results/c7a.metal-48xl.json               | 58 +++++++++++++++++++
 .../results/c8g.4xlarge.json                  | 58 +++++++++++++++++++
 .../results/c8g.metal-48xl.json               | 58 +++++++++++++++++++
 .../results/t3a.small.json                    | 58 +++++++++++++++++++
 firebolt-parquet/results/c6a.2xlarge.json     | 58 +++++++++++++++++++
 firebolt-parquet/results/c6a.4xlarge.json     | 58 +++++++++++++++++++
 firebolt-parquet/results/c6a.large.json       | 58 +++++++++++++++++++
 firebolt-parquet/results/c6a.metal.json       | 58 +++++++++++++++++++
 firebolt-parquet/results/c6a.xlarge.json      | 58 +++++++++++++++++++
 firebolt-parquet/results/c7a.metal-48xl.json  | 58 +++++++++++++++++++
 firebolt-parquet/results/c8g.4xlarge.json     | 58 +++++++++++++++++++
 firebolt-parquet/results/c8g.metal-48xl.json  | 58 +++++++++++++++++++
 firebolt-parquet/results/t3a.small.json       | 58 +++++++++++++++++++
 18 files changed, 1044 insertions(+)
 create mode 100644 firebolt-parquet-partitioned/results/c6a.2xlarge.json
 create mode 100644 firebolt-parquet-partitioned/results/c6a.4xlarge.json
 create mode 100644 firebolt-parquet-partitioned/results/c6a.large.json
 create mode 100644 firebolt-parquet-partitioned/results/c6a.metal.json
 create mode 100644 firebolt-parquet-partitioned/results/c6a.xlarge.json
 create mode 100644 firebolt-parquet-partitioned/results/c7a.metal-48xl.json
 create mode 100644 firebolt-parquet-partitioned/results/c8g.4xlarge.json
 create mode 100644 firebolt-parquet-partitioned/results/c8g.metal-48xl.json
 create mode 100644 firebolt-parquet-partitioned/results/t3a.small.json
 create mode 100644 firebolt-parquet/results/c6a.2xlarge.json
 create mode 100644 firebolt-parquet/results/c6a.4xlarge.json
 create mode 100644 firebolt-parquet/results/c6a.large.json
 create mode 100644 firebolt-parquet/results/c6a.metal.json
 create mode 100644 firebolt-parquet/results/c6a.xlarge.json
 create mode 100644 firebolt-parquet/results/c7a.metal-48xl.json
 create mode 100644 firebolt-parquet/results/c8g.4xlarge.json
 create mode 100644 firebolt-parquet/results/c8g.metal-48xl.json
 create mode 100644 firebolt-parquet/results/t3a.small.json

diff --git a/firebolt-parquet-partitioned/results/c6a.2xlarge.json b/firebolt-parquet-partitioned/results/c6a.2xlarge.json
new file mode 100644
index 000000000..6da5daf44
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c6a.2xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.126, 0.035, 0.032],
+        [2.767, 0.21, 0.17],
+        [5, 0.385, 0.407],
+        [3.795, 0.322, 0.344],
+        [4.019, 0.823, 0.832],
+        [4.035, 1.284, 1.22],
+        [2.375, 0.248, 0.242],
+        [2.978, 0.204, 0.203],
+        [4.58, 1.058, 1.057],
+        [8.548, 1.571, 1.533],
+        [6.067, 0.708, 0.726],
+        [6.15, 0.843, 0.815],
+        [3.889, 1.148, 1.112],
+        [8.002, 1.83, 1.831],
+        [4.045, 1.331, 1.339],
+        [3.55, 0.88, 0.85],
+        [7.865, 2.318, 2.339],
+        [7.68, 2.062, 2.061],
+        [11.135, 5.985, 5.868],
+        [2.638, 0.239, 0.244],
+        [13.354, 3.622, 3.514],
+        [16.79, 4.136, 4.246],
+        [29.131, 7.152, 7.384],
+        [56.78, 26.975, 28.113],
+        [8.12, 1.139, 1.122],
+        [3.756, 0.876, 0.853],
+        [8.105, 1.162, 1.188],
+        [14.327, 4.552, 4.393],
+        [11.282, 5.92, 6.268],
+        [2.473, 0.281, 0.268],
+        [9.257, 1.604, 1.603],
+        [14.437, 1.898, 1.874],
+        [12.969, 3.877, 3.947],
+        [13.089, 4.926, 6.605],
+        [12.991, 5.209, 5.07],
+        [3.279, 1.16, 1.13],
+        [0.081, 0.007, 0.007],
+        [0.01, 0.007, 0.013],
+        [0.076, 0.007, 0.009],
+        [0.01, 0.009, 0.008],
+        [0.091, 0.01, 0.009],
+        [0.112, 0.008, 0.007],
+        [0.014, 0.006, 0.008]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c6a.4xlarge.json b/firebolt-parquet-partitioned/results/c6a.4xlarge.json
new file mode 100644
index 000000000..c8e34cfc0
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c6a.4xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.095, 0.021, 0.022],
+        [2.625, 0.141, 0.13],
+        [4.897, 0.263, 0.256],
+        [3.678, 0.257, 0.254],
+        [3.794, 0.534, 0.533],
+        [3.926, 0.88, 0.871],
+        [2.347, 0.168, 0.161],
+        [2.881, 0.144, 0.135],
+        [4.332, 0.677, 0.633],
+        [8.407, 0.952, 0.938],
+        [6.081, 0.495, 0.467],
+        [6.101, 0.537, 0.535],
+        [3.858, 0.747, 0.757],
+        [7.817, 1.188, 1.174],
+        [3.987, 0.851, 0.891],
+        [3.444, 0.674, 0.528],
+        [7.756, 1.439, 1.348],
+        [7.592, 1.241, 1.297],
+        [10.67, 3.12, 3.109],
+        [2.62, 0.212, 0.21],
+        [13.042, 3.176, 3.148],
+        [16.628, 3.496, 3.48],
+        [28.996, 6.472, 6.497],
+        [56.151, 16.802, 17.43],
+        [8.208, 0.83, 0.825],
+        [3.793, 0.584, 0.601],
+        [8.202, 0.841, 0.842],
+        [14.347, 3.874, 3.881],
+        [11.219, 4.394, 4.39],
+        [2.508, 0.195, 0.179],
+        [9.475, 1.07, 1.011],
+        [14.535, 1.293, 1.288],
+        [12.514, 2.331, 2.219],
+        [12.937, 4.11, 4.093],
+        [12.914, 4.086, 3.975],
+        [3.249, 0.691, 0.699],
+        [0.093, 0.009, 0.008],
+        [0.013, 0.009, 0.006],
+        [0.066, 0.007, 0.007],
+        [0.012, 0.008, 0.007],
+        [0.103, 0.009, 0.01],
+        [0.154, 0.007, 0.007],
+        [0.009, 0.006, 0.007]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c6a.large.json b/firebolt-parquet-partitioned/results/c6a.large.json
new file mode 100644
index 000000000..bf22ed4f6
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c6a.large.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c6a.large",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.188, 0.119, 0.117],
+        [2.757, 0.636, 0.651],
+        [4.744, 1.288, 1.175],
+        [3.614, 1.03, 1.06],
+        [4.829, 4.127, 3.446],
+        [6.139, 4.659, 4.618],
+        [2.764, 0.933, 0.984],
+        [2.557, 0.868, 0.712],
+        [6.128, 4.83, 5.133],
+        [14.435, 13.821, 14.073],
+        [7.356, 2.526, 2.253],
+        [6.587, 2.972, 2.841],
+        [6.032, 4.142, 4.016],
+        [14.871, 13.488, 14.391],
+        [6.201, 5.777, 5.391],
+        [4.484, 3.943, 3.798],
+        [15.492, 12.855, 14.973],
+        [12.501, 12.097, 12.091],
+        [31.548, 31.264, 31.055],
+        [2.591, 0.696, 0.671],
+        [13.663, 15.33, 17.546],
+        [20.59, 20.592, 19.15],
+        [32.476, 28.058, 28.966],
+        [100.714, 100.629, 100.349],
+        [8.182, 5.176, 4.401],
+        [3.799, 3.476, 3.521],
+        [8.22, 4.051, 4.216],
+        [22.756, 22.879, 18.617],
+        [31.159, 26.677, 19.493],
+        [2.478, 0.788, 0.802],
+        [9.91, 7.034, 6.25],
+        [18.295, 18.419, 18.142],
+        [50.51, 49.577, 48.871],
+        [46.359, 5.844, 8.007],
+        [46.659, 5.828, 45.294],
+        [4.419, 3.538, 3.516],
+        [0.152, 0.01, 0.01],
+        [0.014, 0.01, 0.009],
+        [0.144, 0.011, 0.01],
+        [0.014, 0.009, 0.009],
+        [0.148, 0.013, 0.012],
+        [0.14, 0.011, 0.012],
+        [0.018, 0.01, 0.01]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c6a.metal.json b/firebolt-parquet-partitioned/results/c6a.metal.json
new file mode 100644
index 000000000..534ed4dfa
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c6a.metal.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c6a.metal",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.134, 0.03, 0.028],
+        [2.578, 0.056, 0.051],
+        [4.914, 0.081, 0.077],
+        [3.987, 0.078, 0.071],
+        [4.057, 0.141, 0.148],
+        [4.353, 0.218, 0.207],
+        [2.787, 0.088, 0.065],
+        [2.974, 0.058, 0.059],
+        [4.33, 0.16, 0.156],
+        [8.543, 0.294, 0.274],
+        [6.116, 0.138, 0.125],
+        [6.481, 0.134, 0.125],
+        [4.389, 0.253, 0.279],
+        [7.765, 0.3, 0.303],
+        [4.251, 0.23, 0.221],
+        [3.853, 0.154, 0.134],
+        [7.949, 0.372, 0.321],
+        [7.676, 0.312, 0.326],
+        [10.565, 0.66, 0.564],
+        [2.535, 0.087, 0.065],
+        [13.31, 0.682, 0.659],
+        [16.412, 0.767, 0.685],
+        [28.916, 1.221, 1.281],
+        [56.658, 3.149, 3.061],
+        [7.926, 0.214, 0.194],
+        [4.231, 0.151, 0.145],
+        [8.592, 0.189, 0.176],
+        [14.685, 0.809, 0.882],
+        [11.03, 0.83, 0.838],
+        [2.407, 0.108, 0.115],
+        [9.52, 0.235, 0.224],
+        [14.495, 0.335, 0.286],
+        [11.863, 0.628, 0.507],
+        [12.803, 0.879, 0.872],
+        [12.798, 1.022, 0.894],
+        [2.967, 0.215, 0.159],
+        [0.182, 0.026, 0.025],
+        [0.025, 0.02, 0.023],
+        [0.335, 0.033, 0.022],
+        [0.035, 0.032, 0.034],
+        [0.322, 0.023, 0.023],
+        [0.423, 0.021, 0.021],
+        [0.028, 0.019, 0.023]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c6a.xlarge.json b/firebolt-parquet-partitioned/results/c6a.xlarge.json
new file mode 100644
index 000000000..ad9223a3c
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c6a.xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.165, 0.054, 0.053],
+        [2.619, 0.37, 0.304],
+        [4.71, 0.717, 0.742],
+        [3.403, 0.597, 0.569],
+        [3.764, 1.545, 1.563],
+        [4.252, 2.408, 2.445],
+        [2.382, 0.481, 0.465],
+        [2.517, 0.381, 0.369],
+        [4.401, 2.003, 2.013],
+        [8.885, 2.942, 2.935],
+        [6.229, 1.299, 1.328],
+        [6.252, 1.53, 1.503],
+        [4.245, 2.205, 2.217],
+        [8.622, 3.496, 3.362],
+        [4.362, 2.55, 2.578],
+        [3.702, 1.708, 1.621],
+        [8.463, 4.609, 4.572],
+        [7.836, 3.942, 3.98],
+        [13.449, 12.028, 11.959],
+        [2.663, 0.455, 0.464],
+        [13.123, 6.636, 6.372],
+        [17.28, 7.701, 7.194],
+        [30.057, 18.968, 16.931],
+        [59.79, 52.966, 53.381],
+        [8.203, 2.144, 2.121],
+        [3.778, 1.587, 1.604],
+        [8.15, 2.166, 2.158],
+        [14.202, 8.171, 8.038],
+        [13.213, 12.539, 12.152],
+        [2.497, 0.486, 0.469],
+        [9.126, 3.031, 3.032],
+        [14.655, 3.516, 3.551],
+        [21.712, 18.447, 15.884],
+        [20.387, 17.624, 10.419],
+        [19.849, 18.212, 18.435],
+        [4.097, 2.124, 2.034],
+        [0.184, 0.009, 0.011],
+        [0.011, 0.009, 0.01],
+        [0.102, 0.008, 0.008],
+        [0.015, 0.008, 0.009],
+        [0.116, 0.01, 0.01],
+        [0.077, 0.009, 0.009],
+        [0.016, 0.008, 0.008]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c7a.metal-48xl.json b/firebolt-parquet-partitioned/results/c7a.metal-48xl.json
new file mode 100644
index 000000000..115cfe79c
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c7a.metal-48xl.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c7a.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.171, 0.08, 0.077],
+        [2.539, 0.187, 0.095],
+        [4.882, 0.219, 0.153],
+        [3.864, 0.18, 0.17],
+        [3.9, 0.413, 0.332],
+        [4.139, 0.294, 0.169],
+        [2.756, 0.222, 0.202],
+        [2.88, 0.155, 0.229],
+        [4.22, 0.425, 0.259],
+        [8.422, 0.346, 0.256],
+        [6.089, 0.184, 0.228],
+        [6.341, 0.212, 0.148],
+        [4.314, 0.186, 0.189],
+        [7.848, 0.292, 0.274],
+        [4.312, 0.289, 0.229],
+        [3.768, 0.183, 0.148],
+        [7.985, 0.353, 0.295],
+        [7.731, 0.351, 0.299],
+        [10.601, 0.5, 0.45],
+        [2.671, 0.157, 0.182],
+        [13.307, 0.596, 0.42],
+        [16.526, 0.568, 0.452],
+        [29.059, 0.933, 0.71],
+        [56.753, 2.974, 2.781],
+        [8.014, 0.28, 0.244],
+        [4.142, 0.167, 0.159],
+        [8.53, 0.234, 0.174],
+        [14.603, 0.59, 0.484],
+        [11.207, 0.572, 0.458],
+        [2.465, 0.284, 0.179],
+        [9.294, 0.297, 0.262],
+        [14.559, 0.271, 0.198],
+        [12.041, 0.472, 0.432],
+        [13.087, 0.762, 0.583],
+        [12.81, 0.66, 0.648],
+        [2.945, 0.767, 0.209],
+        [0.09, 0.069, 0.187],
+        [0.087, 0.077, 0.072],
+        [0.074, 0.075, 0.101],
+        [0.175, 0.098, 0.085],
+        [0.123, 0.161, 0.068],
+        [0.14, 0.125, 0.076],
+        [0.108, 0.096, 0.154]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c8g.4xlarge.json b/firebolt-parquet-partitioned/results/c8g.4xlarge.json
new file mode 100644
index 000000000..786b046a3
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c8g.4xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.084, 0.014, 0.012],
+        [2.79, 0.06, 0.057],
+        [5.236, 0.107, 0.105],
+        [4.171, 0.084, 0.079],
+        [4.253, 0.232, 0.223],
+        [4.621, 0.353, 0.344],
+        [2.84, 0.071, 0.07],
+        [3.214, 0.062, 0.058],
+        [4.599, 0.293, 0.28],
+        [8.852, 0.426, 0.41],
+        [6.544, 0.184, 0.169],
+        [6.799, 0.22, 0.206],
+        [4.54, 0.314, 0.292],
+        [8.247, 0.443, 0.45],
+        [4.315, 0.35, 0.354],
+        [4.053, 0.273, 0.264],
+        [8.259, 0.612, 0.608],
+        [7.737, 0.546, 0.521],
+        [10.682, 1.026, 0.998],
+        [2.637, 0.067, 0.056],
+        [13.404, 0.772, 0.888],
+        [16.547, 0.943, 0.912],
+        [28.963, 1.855, 1.849],
+        [56.16, 8.303, 7.82],
+        [8.213, 0.32, 0.282],
+        [4.414, 0.243, 0.232],
+        [8.908, 0.289, 0.291],
+        [14.837, 1.012, 1.022],
+        [11.076, 1.669, 1.752],
+        [2.54, 0.095, 0.09],
+        [9.861, 0.457, 0.426],
+        [14.93, 0.498, 0.483],
+        [12.506, 1.034, 1.014],
+        [12.784, 1.281, 1.242],
+        [12.762, 1.333, 1.234],
+        [3.146, 0.304, 0.311],
+        [0.103, 0.01, 0.007],
+        [0.009, 0.01, 0.007],
+        [0.457, 0.007, 0.007],
+        [0.01, 0.01, 0.008],
+        [0.433, 0.008, 0.008],
+        [0.482, 0.007, 0.011],
+        [0.012, 0.008, 0.008]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/c8g.metal-48xl.json b/firebolt-parquet-partitioned/results/c8g.metal-48xl.json
new file mode 100644
index 000000000..8c12654f7
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/c8g.metal-48xl.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "c8g.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.145, 0.88, 0.191],
+        [2.246, 0.442, 0.974],
+        [4.382, 0.574, 0.693],
+        [3.535, 0.526, 0.44],
+        [3.778, 0.76, 0.449],
+        [4.063, 0.478, 0.495],
+        [2.645, 0.388, 0.256],
+        [2.849, 0.42, 0.278],
+        [4.184, 0.782, 0.612],
+        [8.174, 0.457, 0.6],
+        [6.044, 0.334, 0.318],
+        [6.326, 0.282, 0.261],
+        [4.329, 0.437, 0.239],
+        [7.792, 0.317, 0.353],
+        [4.371, 0.475, 0.298],
+        [3.704, 0.628, 0.463],
+        [7.782, 0.489, 0.576],
+        [7.575, 0.541, 0.336],
+        [10.386, 0.351, 0.302],
+        [2.998, 0.232, 0.292],
+        [13.151, 0.485, 0.335],
+        [16.81, 0.508, 0.494],
+        [29.178, 0.915, 1.169],
+        [56.705, 3.092, 3.019],
+        [7.964, 0.265, 0.309],
+        [4.239, 0.537, 0.322],
+        [8.379, 0.355, 0.216],
+        [14.615, 0.45, 0.504],
+        [11.325, 0.544, 0.426],
+        [2.675, 0.473, 0.452],
+        [9.173, 0.4, 0.601],
+        [14.348, 0.511, 0.414],
+        [11.808, 0.345, 0.474],
+        [13.086, 0.582, 0.53],
+        [12.995, 0.654, 0.47],
+        [2.976, 1.022, 0.588],
+        [0.143, 0.524, 0.235],
+        [0.285, 0.206, 0.261],
+        [0.26, 0.489, 0.191],
+        [0.305, 0.278, 0.492],
+        [0.195, 0.355, 0.29],
+        [0.098, 0.328, 0.164],
+        [0.62, 0.68, 0.144]
+]
+}
+
diff --git a/firebolt-parquet-partitioned/results/t3a.small.json b/firebolt-parquet-partitioned/results/t3a.small.json
new file mode 100644
index 000000000..847dc7ddf
--- /dev/null
+++ b/firebolt-parquet-partitioned/results/t3a.small.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet, partitioned)",
+    "date": "2026-02-21",
+    "machine": "t3a.small",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14737666736,
+    "result": [
+        [0.385, 0.273, 0.166],
+        [0.157, 0.048, 0.029],
+        [0.072, 0.043, 0.059],
+        [0.047, 0.045, 0.04],
+        [0.058, 0.059, 0.037],
+        [0.113, 0.091, 0.07],
+        [0.097, 0.07, 0.034],
+        [0.136, 0.045, 0.028],
+        [0.065, 0.048, 0.028],
+        [0.08, 0.053, 0.034],
+        [0.108, 0.056, 0.05],
+        [0.163, 0.037, 0.019],
+        [0.099, 0.071, 0.121],
+        [0.099, 0.038, 0.014],
+        [0.057, 0.054, 0.023],
+        [0.086, 0.04, 0.027],
+        [0.072, 0.047, 0.025],
+        [0.097, 0.039, 0.013],
+        [0.112, 0.053, 0.035],
+        [0.09, 0.043, 0.015],
+        [0.08, 0.05, 0.024],
+        [0.081, 0.047, 0.04],
+        [0.084, 0.051, 0.028],
+        [0.065, 0.049, 0.02],
+        [0.061, 0.049, 0.013],
+        [0.14, 0.075, 0.052],
+        [0.176, 0.165, 0.043],
+        [0.058, 0.043, 0.022],
+        [0.292, 0.216, 0.026],
+        [0.117, 0.088, 0.06],
+        [0.248, 0.138, 0.03],
+        [0.269, 0.052, 0.045],
+        [0.289, 0.399, 0.065],
+        [0.27, 0.149, 0.025],
+        [0.227, 0.365, 0.086],
+        [0.128, 0.386, 0.032],
+        [0.492, 0.017, 0.019],
+        [0.021, 0.018, 0.017],
+        [0.254, 0.018, 0.018],
+        [0.023, 0.017, 0.017],
+        [0.28, 0.022, 0.021],
+        [0.405, 0.016, 0.016],
+        [0.027, 0.018, 0.027]
+]
+}
+
diff --git a/firebolt-parquet/results/c6a.2xlarge.json b/firebolt-parquet/results/c6a.2xlarge.json
new file mode 100644
index 000000000..10d0006e7
--- /dev/null
+++ b/firebolt-parquet/results/c6a.2xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c6a.2xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.086, 0.041, 0.04],
+        [1.133, 0.167, 0.19],
+        [3.335, 0.356, 0.363],
+        [2.292, 0.306, 0.289],
+        [2.682, 0.776, 0.767],
+        [2.629, 1.273, 1.286],
+        [1.02, 0.226, 0.224],
+        [1.596, 0.18, 0.172],
+        [3.055, 1.04, 1.006],
+        [6.171, 1.534, 1.475],
+        [3.962, 0.711, 0.689],
+        [4.003, 0.84, 0.765],
+        [2.567, 1.144, 1.206],
+        [5.854, 1.867, 1.728],
+        [2.637, 1.305, 1.362],
+        [2.117, 0.835, 0.807],
+        [5.748, 2.364, 2.365],
+        [5.448, 2.153, 2.121],
+        [8.985, 5.859, 5.954],
+        [1.607, 0.25, 0.212],
+        [11.608, 3.375, 3.424],
+        [14.527, 4.076, 3.985],
+        [26.924, 7.254, 7.031],
+        [56.167, 49.937, 47.882],
+        [5.827, 1.252, 1.176],
+        [2.4, 0.827, 0.871],
+        [5.851, 1.223, 1.191],
+        [12.683, 4.299, 4.338],
+        [14.653, 5.82, 6.216],
+        [1.142, 0.237, 0.226],
+        [7.215, 1.605, 1.648],
+        [12.022, 1.873, 1.865],
+        [10.753, 3.948, 3.785],
+        [11.863, 4.983, 5.199],
+        [11.731, 5.054, 5.351],
+        [1.972, 1.1, 1.071],
+        [0.072, 0.004, 0.005],
+        [0.005, 0.003, 0.004],
+        [0.047, 0.004, 0.003],
+        [0.009, 0.004, 0.003],
+        [0.09, 0.005, 0.015],
+        [0.041, 0.004, 0.004],
+        [0.006, 0.004, 0.008]
+]
+}
+
diff --git a/firebolt-parquet/results/c6a.4xlarge.json b/firebolt-parquet/results/c6a.4xlarge.json
new file mode 100644
index 000000000..4d5a6a050
--- /dev/null
+++ b/firebolt-parquet/results/c6a.4xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c6a.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.088, 0.039, 0.04],
+        [1.098, 0.128, 0.118],
+        [3.534, 0.254, 0.241],
+        [2.562, 0.244, 0.236],
+        [2.71, 0.466, 0.502],
+        [3.39, 0.785, 0.797],
+        [1.025, 0.157, 0.156],
+        [1.752, 0.13, 0.128],
+        [3.079, 0.671, 0.643],
+        [6.128, 0.864, 0.853],
+        [3.895, 0.453, 0.43],
+        [3.938, 0.502, 0.488],
+        [2.433, 0.729, 0.712],
+        [5.553, 1.189, 1.124],
+        [2.533, 0.823, 0.824],
+        [2.015, 0.634, 0.628],
+        [5.498, 1.354, 1.302],
+        [5.344, 1.211, 1.125],
+        [8.312, 3.157, 3.076],
+        [1.585, 0.229, 0.224],
+        [11.638, 3.168, 3.168],
+        [14.548, 3.538, 3.497],
+        [26.856, 6.476, 6.464],
+        [56.268, 15.457, 15.783],
+        [5.869, 0.84, 0.836],
+        [2.385, 0.578, 0.583],
+        [5.838, 0.831, 0.792],
+        [12.626, 3.915, 3.886],
+        [10.015, 4.487, 4.429],
+        [1.139, 0.154, 0.163],
+        [7.314, 0.989, 0.965],
+        [11.976, 1.232, 1.209],
+        [10.051, 2.191, 2.082],
+        [11.565, 4.037, 4.009],
+        [11.516, 4.078, 4.011],
+        [1.823, 0.735, 0.645],
+        [0.053, 0.004, 0.004],
+        [0.005, 0.005, 0.003],
+        [0.038, 0.004, 0.003],
+        [0.004, 0.004, 0.004],
+        [0.074, 0.023, 0.004],
+        [0.045, 0.004, 0.018],
+        [0.022, 0.004, 0.003]
+]
+}
+
diff --git a/firebolt-parquet/results/c6a.large.json b/firebolt-parquet/results/c6a.large.json
new file mode 100644
index 000000000..fc37d9a2d
--- /dev/null
+++ b/firebolt-parquet/results/c6a.large.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c6a.large",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.11, 0.034, 0.036],
+        [1.16, 0.5, 0.648],
+        [3.014, 1.447, 1.349],
+        [2.12, 1.206, 1.676],
+        [3.465, 3.586, 3.344],
+        [5.711, 6.127, 5.676],
+        [1.049, 0.787, 0.788],
+        [0.997, 0.624, 0.453],
+        [4.499, 4.848, 4.653],
+        [10.333, 6.804, 7.266],
+        [4.787, 2.176, 2.047],
+        [4.142, 3.034, 2.433],
+        [4.86, 3.98, 4.556],
+        [11.862, 10.635, 10.202],
+        [5.877, 6.4, 6.639],
+        [3.564, 3.037, 2.937],
+        [13.107, 10.82, 11.391],
+        [10.296, 8.86, 9.808],
+        [32.211, 30.985, 31.826],
+        [1.629, 0.863, 0.598],
+        [16.185, 24.981, 9.89],
+        [15.837, 15.863, 17.623],
+        [28.867, 27.12, 30.05],
+        [94.517, 93.042, 93.568],
+        [5.973, 4.021, 3.349],
+        [3.097, 2.774, 2.625],
+        [6.018, 3.864, 3.617],
+        [27.149, 18.263, 14.895],
+        [29.614, 26.419, 17.373],
+        [1.165, 0.799, 0.772],
+        [7.568, 6.725, 5.78],
+        [14.998, 16.047, 16.111],
+        [49.706, 47.856, 46.967],
+        [44.225, 44.302, 44.226],
+        [44.866, 44.795, 44.01],
+        [3.67, 3.76, 3.81],
+        [0.054, 0.004, 0.003],
+        [0.006, 0.004, 0.004],
+        [0.041, 0.007, 0.003],
+        [0.009, 0.004, 0.004],
+        [0.058, 0.005, 0.005],
+        [0.045, 0.004, 0.004],
+        [0.011, 0.004, 0.004]
+]
+}
+
diff --git a/firebolt-parquet/results/c6a.metal.json b/firebolt-parquet/results/c6a.metal.json
new file mode 100644
index 000000000..edc40db88
--- /dev/null
+++ b/firebolt-parquet/results/c6a.metal.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c6a.metal",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.107, 0.05, 0.055],
+        [0.924, 0.693, 0.816],
+        [2.82, 0.946, 1.735],
+        [1.879, 0.794, 0.755],
+        [2.866, 2.513, 2.043],
+        [7.181, 4.351, 4.325],
+        [0.988, 0.705, 0.485],
+        [1.012, 0.823, 0.768],
+        [3.203, 3.08, 3.096],
+        [6.156, 5.207, 4.99],
+        [3.892, 1.237, 2.382],
+        [4.016, 2.272, 0.224],
+        [3.47, 3.889, 3.864],
+        [5.648, 4.062, 4.114],
+        [4.069, 4.238, 4.551],
+        [2.761, 3.067, 2.658],
+        [6.791, 8.098, 8.084],
+        [7.632, 7.962, 7.017],
+        [18.969, 19.68, 19.221],
+        [1.512, 0.485, 0.488],
+        [11.568, 8.979, 10.475],
+        [14.663, 10.602, 10.673],
+        [26.803, 20.197, 24.471],
+        [80.274, 79.878, 78.813],
+        [5.902, 3.423, 2.013],
+        [3.126, 3.361, 3.433],
+        [6.022, 3.997, 1.83],
+        [12.965, 8.819, 8.783],
+        [12.973, 12.499, 13.141],
+        [1.337, 0.796, 0.493],
+        [7.042, 5.438, 4.87],
+        [11.696, 5.748, 4.711],
+        [10.689, 10.175, 11.294],
+        [12.14, 12.733, 13.107],
+        [12.565, 12.949, 14.854],
+        [3.351, 4.465, 3.003],
+        [0.172, 0.014, 0.015],
+        [0.025, 0.022, 0.017],
+        [0.056, 0.016, 0.017],
+        [0.014, 0.016, 0.021],
+        [0.076, 0.02, 0.021],
+        [0.059, 0.016, 0.02],
+        [0.018, 0.018, 0.015]
+]
+}
+
diff --git a/firebolt-parquet/results/c6a.xlarge.json b/firebolt-parquet/results/c6a.xlarge.json
new file mode 100644
index 000000000..a1eaef617
--- /dev/null
+++ b/firebolt-parquet/results/c6a.xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c6a.xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.101, 0.037, 0.036],
+        [1.017, 0.317, 0.373],
+        [2.915, 0.682, 0.685],
+        [1.922, 0.552, 0.532],
+        [2.255, 1.419, 1.443],
+        [2.759, 2.383, 2.324],
+        [1.007, 0.398, 0.394],
+        [1.045, 0.256, 0.28],
+        [2.984, 1.909, 1.894],
+        [6.422, 2.749, 2.713],
+        [4.015, 1.254, 1.764],
+        [4.028, 1.394, 1.378],
+        [2.724, 2.162, 2.109],
+        [6.353, 3.41, 3.349],
+        [2.859, 2.504, 2.496],
+        [2.333, 1.616, 1.571],
+        [6.225, 4.508, 4.411],
+        [5.67, 3.874, 3.871],
+        [11.869, 11.584, 11.633],
+        [1.578, 0.341, 0.358],
+        [11.482, 6.234, 6.169],
+        [14.742, 7.321, 7.698],
+        [27.031, 18.755, 18.486],
+        [56.677, 52.13, 52.42],
+        [5.967, 2.174, 2.053],
+        [2.496, 1.654, 1.508],
+        [5.985, 2.128, 2.068],
+        [12.862, 7.478, 7.888],
+        [12.995, 11.779, 11.907],
+        [1.155, 0.385, 0.374],
+        [7.12, 2.886, 2.856],
+        [12.375, 3.289, 3.277],
+        [19.015, 18.831, 17.012],
+        [18.201, 16.696, 17.103],
+        [19.015, 17.301, 17.497],
+        [2.881, 1.906, 1.795],
+        [0.043, 0.004, 0.003],
+        [0.005, 0.003, 0.003],
+        [0.038, 0.004, 0.005],
+        [0.007, 0.004, 0.004],
+        [0.064, 0.005, 0.005],
+        [0.035, 0.004, 0.003],
+        [0.007, 0.003, 0.003]
+]
+}
+
diff --git a/firebolt-parquet/results/c7a.metal-48xl.json b/firebolt-parquet/results/c7a.metal-48xl.json
new file mode 100644
index 000000000..faaf99143
--- /dev/null
+++ b/firebolt-parquet/results/c7a.metal-48xl.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c7a.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.153, 0.066, 0.072],
+        [1.629, 1.102, 1.021],
+        [3.074, 1.613, 1.811],
+        [1.978, 1.041, 0.98],
+        [2.297, 2.747, 2.738],
+        [7.416, 4.544, 0.42],
+        [1.179, 0.788, 0.574],
+        [0.948, 0.31, 1.085],
+        [3.82, 3.36, 4.295],
+        [5.706, 4.864, 5.956],
+        [4.293, 2.915, 2.364],
+        [4.154, 3.904, 3.603],
+        [4.806, 4.605, 4.755],
+        [5.888, 4.441, 5.038],
+        [4.739, 4.522, 5.093],
+        [3.177, 1.608, 3.419],
+        [7.326, 7.509, 8.5],
+        [8.274, 7.365, 7.263],
+        [17.847, 18.363, 18.726],
+        [1.621, 0.913, 0.664],
+        [15.415, 10.77, 14.845],
+        [17.291, 17.07, 18.977],
+        [27.533, 34.393, 25.905],
+        [78.818, 78.264, 91.383],
+        [5.854, 4.807, 4.806],
+        [4.143, 3.181, 3.44],
+        [6.004, 4.312, 3.738],
+        [16.873, 11.19, 14.818],
+        [14.217, 12.465, 13.609],
+        [1.144, 1.495, 0.979],
+        [7.036, 6.366, 5.969],
+        [11.689, 0.44, 6.778],
+        [11.972, 12.468, 11.703],
+        [15.795, 15.858, 15.568],
+        [16.211, 13.345, 15.746],
+        [3.985, 3.016, 4.176],
+        [0.087, 0.045, 0.055],
+        [0.083, 0.074, 0.063],
+        [0.105, 0.05, 0.097],
+        [0.073, 0.056, 0.197],
+        [0.104, 0.075, 0.073],
+        [0.109, 0.064, 0.115],
+        [0.069, 0.108, 0.229]
+]
+}
+
diff --git a/firebolt-parquet/results/c8g.4xlarge.json b/firebolt-parquet/results/c8g.4xlarge.json
new file mode 100644
index 000000000..13c562c10
--- /dev/null
+++ b/firebolt-parquet/results/c8g.4xlarge.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c8g.4xlarge",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.085, 0.034, 0.033],
+        [1.048, 0.072, 0.357],
+        [3.42, 0.121, 0.114],
+        [2.701, 0.646, 0.103],
+        [2.412, 0.247, 0.236],
+        [2.999, 3.669, 3.678],
+        [1.028, 0.081, 0.078],
+        [1.848, 0.36, 0.081],
+        [2.923, 0.313, 0.285],
+        [6.442, 0.428, 0.456],
+        [4.141, 1.484, 1.479],
+        [3.996, 0.237, 0.215],
+        [3.031, 0.293, 0.312],
+        [6.169, 0.46, 0.465],
+        [2.569, 0.365, 0.347],
+        [2.425, 0.365, 0.297],
+        [5.91, 6.1, 0.59],
+        [5.321, 0.526, 0.587],
+        [7.94, 1.035, 10.462],
+        [1.582, 0.313, 0.08],
+        [11.691, 0.775, 0.764],
+        [14.538, 0.97, 0.908],
+        [26.987, 1.743, 1.736],
+        [55.907, 6.953, 6.875],
+        [5.863, 0.306, 0.293],
+        [2.597, 0.236, 0.244],
+        [6.416, 0.311, 2.799],
+        [12.645, 7.101, 1],
+        [9.82, 15.878, 1.706],
+        [1.146, 0.101, 0.138],
+        [7.451, 0.431, 0.416],
+        [11.962, 0.51, 0.479],
+        [9.722, 1.009, 0.97],
+        [11.435, 1.181, 1.137],
+        [11.403, 9.936, 1.181],
+        [1.77, 2.577, 0.453],
+        [0.045, 0.005, 0.004],
+        [0.005, 0.01, 0.004],
+        [0.034, 0.01, 0.004],
+        [0.01, 0.005, 0.005],
+        [0.054, 0.006, 0.039],
+        [0.037, 0.004, 0.004],
+        [0.006, 0.005, 0.004]
+]
+}
+
diff --git a/firebolt-parquet/results/c8g.metal-48xl.json b/firebolt-parquet/results/c8g.metal-48xl.json
new file mode 100644
index 000000000..2c7f82654
--- /dev/null
+++ b/firebolt-parquet/results/c8g.metal-48xl.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "c8g.metal-48xl",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.125, 0.4, 0.374],
+        [0.998, 0.883, 1.076],
+        [2.622, 1.219, 1.28],
+        [1.903, 0.552, 1.044],
+        [1.91, 2.792, 2.778],
+        [2.401, 4.379, 4.627],
+        [1.045, 1.031, 0.98],
+        [1.026, 0.635, 0.392],
+        [2.487, 3.438, 0.471],
+        [5.761, 4.48, 4.195],
+        [3.856, 1.912, 1.822],
+        [3.82, 2.259, 2.373],
+        [3.034, 3.215, 3.192],
+        [5.218, 3.664, 4.141],
+        [3.729, 3.759, 3.959],
+        [2.849, 3.08, 2.85],
+        [7.1, 0.857, 7.939],
+        [5.118, 0.66, 0.36],
+        [11.409, 11.867, 0.946],
+        [1.571, 0.544, 0.715],
+        [11.186, 8.476, 8.921],
+        [14.701, 9.632, 9.583],
+        [27, 1.451, 0.971],
+        [94.286, 93.858, 4.241],
+        [5.917, 3.12, 3.099],
+        [2.676, 2.439, 0.906],
+        [5.943, 0.488, 3.224],
+        [12.491, 0.714, 8.989],
+        [10.066, 16.97, 0.829],
+        [1.136, 0.788, 0.624],
+        [6.883, 4.485, 4.642],
+        [11.868, 4.946, 4.768],
+        [10.489, 10.855, 11.922],
+        [11.453, 11.756, 13.652],
+        [12.619, 13.09, 13.327],
+        [1.973, 0.454, 3.323],
+        [0.117, 0.509, 0.791],
+        [0.214, 0.549, 0.333],
+        [0.303, 0.293, 0.512],
+        [0.131, 0.414, 0.34],
+        [0.21, 0.47, 0.439],
+        [0.135, 0.42, 0.4],
+        [0.106, 0.307, 0.636]
+]
+}
+
diff --git a/firebolt-parquet/results/t3a.small.json b/firebolt-parquet/results/t3a.small.json
new file mode 100644
index 000000000..90c63fd7e
--- /dev/null
+++ b/firebolt-parquet/results/t3a.small.json
@@ -0,0 +1,58 @@
+{
+    "system": "Firebolt (Parquet)",
+    "date": "2026-02-21",
+    "machine": "t3a.small",
+    "cluster_size": 1,
+    "proprietary": "yes",
+    "hardware": "cpu",
+    "tuned": "no",
+    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+        [0.14, 0.083, 0.068],
+        [0.156, 0.088, 0.07],
+        [0.109, 0.08, 0.085],
+        [0.102, 0.079, 0.066],
+        [0.094, 0.077, 0.071],
+        [0.096, 0.105, 0.074],
+        [0.096, 0.068, 0.07],
+        [0.105, 0.076, 0.069],
+        [0.092, 0.082, 0.076],
+        [0.108, 0.079, 0.079],
+        [0.099, 0.077, 0.077],
+        [0.097, 0.081, 0.079],
+        [0.1, 0.075, 0.084],
+        [0.102, 0.086, 0.079],
+        [0.111, 0.086, 0.088],
+        [0.105, 0.075, 0.074],
+        [0.122, 0.074, 0.076],
+        [0.103, 0.082, 0.086],
+        [0.104, 0.083, 0.091],
+        [0.122, 0.075, 0.08],
+        [0.111, 0.076, 0.086],
+        [0.108, 0.079, 0.079],
+        [0.106, 0.085, 0.081],
+        [0.162, 0.137, 0.137],
+        [0.106, 0.093, 0.089],
+        [0.1, 0.084, 0.081],
+        [0.095, 0.079, 0.081],
+        [0.113, 0.097, 0.085],
+        [0.114, 0.077, 0.077],
+        [0.131, 0.105, 0.106],
+        [0.104, 0.093, 0.094],
+        [0.116, 0.09, 0.095],
+        [0.101, 0.089, 0.081],
+        [0.107, 0.085, 0.085],
+        [0.118, 0.083, 0.094],
+        [0.126, 0.073, 0.078],
+        [0.087, 0.007, 0.008],
+        [0.01, 0.008, 0.008],
+        [0.063, 0.008, 0.008],
+        [0.01, 0.013, 0.008],
+        [0.079, 0.01, 0.01],
+        [0.069, 0.008, 0.007],
+        [0.012, 0.008, 0.008]
+]
+}
+

From 785e2d8112ae289b04032be274037af66df64669 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 21 Feb 2026 02:46:11 +0000
Subject: [PATCH 5/6] Add results

---
 .../results/result.csv                        | 43 -------------------
 firebolt-parquet/results/result.csv           | 43 -------------------
 2 files changed, 86 deletions(-)
 delete mode 100644 firebolt-parquet-partitioned/results/result.csv
 delete mode 100644 firebolt-parquet/results/result.csv

diff --git a/firebolt-parquet-partitioned/results/result.csv b/firebolt-parquet-partitioned/results/result.csv
deleted file mode 100644
index f1f07ee95..000000000
--- a/firebolt-parquet-partitioned/results/result.csv
+++ /dev/null
@@ -1,43 +0,0 @@
-[0.089283,0.085227,0.056908],
-[6.462622,0.119138,0.038947],
-[10.367681,0.121577,0.068723],
-[8.336257,0.145469,0.197462],
-[8.349521,0.132076,0.091391],
-[9.178133,0.171213,0.134665],
-[6.187076,0.110292,0.058369],
-[6.454823,0.066141,0.092703],
-[9.057229,0.15579,0.110341],
-[18.117743,0.202172,0.149111],
-[13.532241,0.171737,0.099214],
-[13.770584,0.228361,0.088879],
-[9.068185,0.151889,0.149824],
-[16.675524,0.237302,0.198608],
-[9.064278,0.194775,0.134064],
-[8.29152,0.164027,0.163135],
-[16.60348,0.256961,0.208454],
-[16.315262,0.300289,0.202808],
-[21.854225,0.378082,0.330043],
-[6.288758,0.160972,0.099336],
-[26.567622,0.500553,0.417805],
-[34.127698,0.542914,0.497363],
-[58.899529,0.911295,0.795608],
-[112.493884,2.898339,2.4515],
-[17.554711,0.360378,0.217671],
-[8.794605,0.1668,0.104769],
-[18.080815,0.205598,0.131358],
-[29.565947,0.644293,0.534157],
-[23.126676,0.588055,0.621218],
-[6.082632,0.280672,0.17878],
-[19.550942,0.228663,0.151307],
-[30.333442,0.294862,0.175669],
-[25.039375,0.411381,0.32421],
-[26.381503,0.603127,0.547455],
-[26.382774,0.714164,0.581087],
-[7.358347,0.37295,0.116444],
-[0.094299,0.090255,0.072739],
-[0.062318,0.050861,0.082478],
-[0.484961,0.033505,0.065616],
-[0.070775,0.051666,0.059196],
-[0.578127,0.065646,0.09461],
-[0.750614,0.065703,0.089976],
-[0.110351,0.053694,0.05331],
diff --git a/firebolt-parquet/results/result.csv b/firebolt-parquet/results/result.csv
deleted file mode 100644
index abb3cd7d3..000000000
--- a/firebolt-parquet/results/result.csv
+++ /dev/null
@@ -1,43 +0,0 @@
-[0.059843,0.162664,0.140374],
-[3.148727,0.563231,0.470388],
-[6.732605,0.404802,1.004818],
-[5.034925,0.656611,0.669673],
-[5.272328,2.239552,2.252362],
-[6.473511,3.931263,3.808644],
-[3.128724,0.633189,0.685733],
-[3.152018,0.482778,0.433736],
-[5.897501,2.672888,2.70512],
-[13.594944,4.063634,3.897423],
-[9.21254,1.547822,1.566892],
-[9.347565,1.829211,1.852122],
-[6.33956,2.910324,2.957453],
-[12.359564,3.607029,3.481648],
-[6.657161,3.544702,3.470191],
-[5.356698,2.422867,2.406365],
-[12.846069,6.451807,6.536292],
-[12.648833,6.332159,2.21432],
-[18.397965,11.181063,11.30718],
-[4.3146,0.415743,0.383533],
-[24.031448,6.736471,6.76135],
-[30.848713,8.906115,0.856585],
-[56.120186,17.049336,17.077808],
-[116.003436,84.626922,84.384854],
-[13.186752,2.874756,2.845174],
-[6.044078,2.239127,2.264012],
-[13.186912,2.884457,2.883567],
-[26.926486,7.156224,7.183304],
-[22.964421,15.978144,16.102947],
-[3.432935,0.612371,0.611429],
-[15.294111,4.259675,4.36426],
-[25.686938,4.439314,0.657251],
-[21.549406,10.36087,10.11945],
-[25.061596,10.84247,10.697158],
-[25.150158,11.029951,10.764596],
-[5.061588,2.713641,2.750384],
-[0.051314,0.030315,0.024209],
-[0.023383,0.021939,0.01692],
-[0.035486,0.02946,0.017068],
-[0.021938,0.036345,0.082503],
-[0.056541,0.081315,0.095248],
-[0.056486,0.055195,0.139469],
-[0.039902,0.063839,0.042551],

From 47478a9294ecca678ad0ff7522cc8cc3ac618c35 Mon Sep 17 00:00:00 2001
From: Alexey Milovidov <milovidov@clickhouse.com>
Date: Sat, 21 Feb 2026 02:51:15 +0000
Subject: [PATCH 6/6] Add results

---
 .../results/t3a.small.json                    | 58 -------------------
 firebolt-parquet/results/t3a.small.json       | 58 -------------------
 2 files changed, 116 deletions(-)
 delete mode 100644 firebolt-parquet-partitioned/results/t3a.small.json
 delete mode 100644 firebolt-parquet/results/t3a.small.json

diff --git a/firebolt-parquet-partitioned/results/t3a.small.json b/firebolt-parquet-partitioned/results/t3a.small.json
deleted file mode 100644
index 847dc7ddf..000000000
--- a/firebolt-parquet-partitioned/results/t3a.small.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "Firebolt (Parquet, partitioned)",
-    "date": "2026-02-21",
-    "machine": "t3a.small",
-    "cluster_size": 1,
-    "proprietary": "yes",
-    "hardware": "cpu",
-    "tuned": "no",
-    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
-    "load_time": 0,
-    "data_size": 14737666736,
-    "result": [
-        [0.385, 0.273, 0.166],
-        [0.157, 0.048, 0.029],
-        [0.072, 0.043, 0.059],
-        [0.047, 0.045, 0.04],
-        [0.058, 0.059, 0.037],
-        [0.113, 0.091, 0.07],
-        [0.097, 0.07, 0.034],
-        [0.136, 0.045, 0.028],
-        [0.065, 0.048, 0.028],
-        [0.08, 0.053, 0.034],
-        [0.108, 0.056, 0.05],
-        [0.163, 0.037, 0.019],
-        [0.099, 0.071, 0.121],
-        [0.099, 0.038, 0.014],
-        [0.057, 0.054, 0.023],
-        [0.086, 0.04, 0.027],
-        [0.072, 0.047, 0.025],
-        [0.097, 0.039, 0.013],
-        [0.112, 0.053, 0.035],
-        [0.09, 0.043, 0.015],
-        [0.08, 0.05, 0.024],
-        [0.081, 0.047, 0.04],
-        [0.084, 0.051, 0.028],
-        [0.065, 0.049, 0.02],
-        [0.061, 0.049, 0.013],
-        [0.14, 0.075, 0.052],
-        [0.176, 0.165, 0.043],
-        [0.058, 0.043, 0.022],
-        [0.292, 0.216, 0.026],
-        [0.117, 0.088, 0.06],
-        [0.248, 0.138, 0.03],
-        [0.269, 0.052, 0.045],
-        [0.289, 0.399, 0.065],
-        [0.27, 0.149, 0.025],
-        [0.227, 0.365, 0.086],
-        [0.128, 0.386, 0.032],
-        [0.492, 0.017, 0.019],
-        [0.021, 0.018, 0.017],
-        [0.254, 0.018, 0.018],
-        [0.023, 0.017, 0.017],
-        [0.28, 0.022, 0.021],
-        [0.405, 0.016, 0.016],
-        [0.027, 0.018, 0.027]
-]
-}
-
diff --git a/firebolt-parquet/results/t3a.small.json b/firebolt-parquet/results/t3a.small.json
deleted file mode 100644
index 90c63fd7e..000000000
--- a/firebolt-parquet/results/t3a.small.json
+++ /dev/null
@@ -1,58 +0,0 @@
-{
-    "system": "Firebolt (Parquet)",
-    "date": "2026-02-21",
-    "machine": "t3a.small",
-    "cluster_size": 1,
-    "proprietary": "yes",
-    "hardware": "cpu",
-    "tuned": "no",
-    "tags": ["C++","column-oriented","PostgreSQL compatible","ClickHouse derivative","stateless"],
-    "load_time": 0,
-    "data_size": 14779976446,
-    "result": [
-        [0.14, 0.083, 0.068],
-        [0.156, 0.088, 0.07],
-        [0.109, 0.08, 0.085],
-        [0.102, 0.079, 0.066],
-        [0.094, 0.077, 0.071],
-        [0.096, 0.105, 0.074],
-        [0.096, 0.068, 0.07],
-        [0.105, 0.076, 0.069],
-        [0.092, 0.082, 0.076],
-        [0.108, 0.079, 0.079],
-        [0.099, 0.077, 0.077],
-        [0.097, 0.081, 0.079],
-        [0.1, 0.075, 0.084],
-        [0.102, 0.086, 0.079],
-        [0.111, 0.086, 0.088],
-        [0.105, 0.075, 0.074],
-        [0.122, 0.074, 0.076],
-        [0.103, 0.082, 0.086],
-        [0.104, 0.083, 0.091],
-        [0.122, 0.075, 0.08],
-        [0.111, 0.076, 0.086],
-        [0.108, 0.079, 0.079],
-        [0.106, 0.085, 0.081],
-        [0.162, 0.137, 0.137],
-        [0.106, 0.093, 0.089],
-        [0.1, 0.084, 0.081],
-        [0.095, 0.079, 0.081],
-        [0.113, 0.097, 0.085],
-        [0.114, 0.077, 0.077],
-        [0.131, 0.105, 0.106],
-        [0.104, 0.093, 0.094],
-        [0.116, 0.09, 0.095],
-        [0.101, 0.089, 0.081],
-        [0.107, 0.085, 0.085],
-        [0.118, 0.083, 0.094],
-        [0.126, 0.073, 0.078],
-        [0.087, 0.007, 0.008],
-        [0.01, 0.008, 0.008],
-        [0.063, 0.008, 0.008],
-        [0.01, 0.013, 0.008],
-        [0.079, 0.01, 0.01],
-        [0.069, 0.008, 0.007],
-        [0.012, 0.008, 0.008]
-]
-}
-