diff --git a/CHANGELOG.md b/CHANGELOG.md index 1de7d1b89..de6562dc7 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,9 @@ Changes in the benchmark methodology or presentation, as well as major news. +### 2025-10-26 +Do not include in-memory databases in "cold" and "combined" ratings, because they cannot have comparable results for cold runs (requested by puz-puz-puz Andrey). (Alexey Milovidov) + ### 2025-09-29 Add [changelog](https://github.com/ClickHouse/ClickBench/blob/main/CHANGELOG.md) for ClickBench (requested by Andy Pavlo). (Alexey Milovidov) diff --git a/arc/benchmark.sh b/arc/benchmark.sh new file mode 100755 index 000000000..01ed467a0 --- /dev/null +++ b/arc/benchmark.sh @@ -0,0 +1,404 @@ +#!/bin/bash +# Arc ClickBench Complete Benchmark Script +# This script installs Arc, loads data, and runs the benchmark + +set -e + +# Check and install system dependencies +echo "Checking system dependencies..." + +MISSING_DEPS=() +command -v python3 >/dev/null 2>&1 || MISSING_DEPS+=("python3") +command -v pip3 >/dev/null 2>&1 || MISSING_DEPS+=("python3-pip") +command -v wget >/dev/null 2>&1 || MISSING_DEPS+=("wget") +command -v curl >/dev/null 2>&1 || MISSING_DEPS+=("curl") + +# Check for python3-venv by detecting Python version +PYTHON_VERSION=$(python3 --version 2>&1 | awk '{print $2}' | cut -d. -f1,2) +VENV_PACKAGE="python${PYTHON_VERSION}-venv" + +# Try to create a test venv to check if venv is properly installed +if ! python3 -m venv --help >/dev/null 2>&1 || ! python3 -c "import ensurepip" 2>/dev/null; then + MISSING_DEPS+=("$VENV_PACKAGE") +fi + +if [ ${#MISSING_DEPS[@]} -eq 0 ]; then + echo "[OK] All system dependencies are already installed" +else + echo "Installing missing dependencies: ${MISSING_DEPS[*]}" + sudo apt-get update -y + sudo apt-get install -y "${MISSING_DEPS[@]}" +fi + +# Create Python virtual environment +echo "Creating Python virtual environment..." +python3 -m venv arc-venv +source arc-venv/bin/activate + +# Clone Arc repository if not exists +if [ ! -d "arc" ]; then + echo "Cloning Arc repository..." + git clone https://github.com/Basekick-Labs/arc.git +fi + +cd arc + +# Install Arc dependencies in venv +echo "Installing Arc dependencies..." +pip install --upgrade pip +pip install -r requirements.txt +pip install pytz + +# Create data directory +mkdir -p data logs + +# Create or reuse API token for benchmark +echo "Setting up API token..." +python3 << 'EOF' +from api.auth import AuthManager +import os +import time + +# Initialize auth manager +auth = AuthManager(db_path='./data/arc.db') + +# Try to create token, or reuse if exists +token = None +token_name = f'clickbench-{int(time.time())}' + +try: + # Try to create new token with timestamp + token = auth.create_token( + name=token_name, + description='ClickBench benchmark access' + ) + print(f"Created new API token: {token_name}") +except Exception as e: + # If that fails, try with a simple name and catch if exists + try: + token = auth.create_token( + name='clickbench', + description='ClickBench benchmark access' + ) + print(f"Created API token: clickbench") + except ValueError: + # Token already exists, list and use existing one + print("Token 'clickbench' already exists, retrieving...") + tokens = auth.list_tokens() + for t in tokens: + if t.get('name') == 'clickbench': + token = t.get('token') + print(f"Reusing existing token: clickbench") + break + + if not token: + raise Exception("Could not create or retrieve token") + +# Write token to file for run.sh to use +with open('../arc_token.txt', 'w') as f: + f.write(token) +EOF + +ARC_TOKEN=$(cat ../arc_token.txt) +echo "Token ready: $ARC_TOKEN" + +# Auto-detect CPU cores (supports Linux and macOS) +if command -v nproc > /dev/null 2>&1; then + # Linux: use nproc + CORES=$(nproc) +elif command -v sysctl > /dev/null 2>&1; then + # macOS: use sysctl + CORES=$(sysctl -n hw.ncpu 2>/dev/null || sysctl -n hw.logicalcpu 2>/dev/null || echo 4) +elif [ -f /proc/cpuinfo ]; then + # Linux fallback: parse /proc/cpuinfo + CORES=$(grep -c processor /proc/cpuinfo) +else + # Final fallback + CORES=4 +fi + +# Use 2x cores for optimal analytical performance (automatic) +WORKERS=$((CORES * 2)) +echo "Starting Arc with $WORKERS workers ($CORES cores detected, 2x multiplier for optimal performance)..." + +# Create minimal .env if not exists +if [ ! -f ".env" ]; then + cat > .env << 'ENVEOF' +# Arc Configuration for ClickBench +STORAGE_BACKEND=local +LOCAL_STORAGE_PATH=./minio-data +PORT=8000 +HOST=0.0.0.0 +LOG_LEVEL=WARNING +QUERY_CACHE_ENABLED=false +BUFFER_MAX_SIZE=50000 +BUFFER_MAX_AGE=5 +ENVEOF +fi + +# Configure caching per ClickBench requirements (Alexey's guidance): +# - Query result caching MUST be disabled +# - DuckDB object cache: While technically "source data" cache, we disable it to be +# ultra-conservative since it cannot be flushed per-query (only globally enabled/disabled) +export DUCKDB_ENABLE_OBJECT_CACHE=false # DISABLED: Conservative approach - cannot flush per-query +export QUERY_CACHE_ENABLED=false # DISABLED: Query result cache - required per ClickBench rules + +echo "Cache configuration (conservative approach for ClickBench compliance):" +echo " - DuckDB object cache: DISABLED (conservative - no per-query flush available)" +echo " - Query result cache: DISABLED (required for compliance)" + +# Start Arc server in background +gunicorn -w $WORKERS -b 0.0.0.0:8000 \ + -k uvicorn.workers.UvicornWorker \ + --timeout 300 \ + --access-logfile /dev/null \ + --error-logfile ../arc.log \ + --log-level warning \ + api.main:app > /dev/null 2>&1 & + +ARC_PID=$! +echo "Arc started with PID: $ARC_PID" + +# Wait for Arc to be ready (up to 30 seconds) +echo "Waiting for Arc to be ready..." +for i in {1..30}; do + if curl -s -f http://localhost:8000/health > /dev/null 2>&1; then + echo "[OK] Arc is ready!" + break + fi + if [ $i -eq 30 ]; then + echo "Error: Arc failed to start within 30 seconds" + echo "Last 50 lines of logs:" + tail -50 ../arc.log + kill $ARC_PID 2>/dev/null || true + exit 1 + fi + sleep 1 +done + +cd .. + +# Download and prepare dataset +DATASET_FILE="hits.parquet" +DATASET_URL="https://datasets.clickhouse.com/hits_compatible/hits.parquet" +EXPECTED_SIZE=14779976446 # 14GB + +if [ -f "$DATASET_FILE" ]; then + CURRENT_SIZE=$(stat -f%z "$DATASET_FILE" 2>/dev/null || stat -c%s "$DATASET_FILE" 2>/dev/null) + if [ "$CURRENT_SIZE" -eq "$EXPECTED_SIZE" ]; then + echo "[OK] Dataset already downloaded (14GB)" + else + echo "[WARNING] Dataset exists but size mismatch (expected: $EXPECTED_SIZE, got: $CURRENT_SIZE)" + echo "Re-downloading dataset..." + rm -f "$DATASET_FILE" + wget --continue --progress=dot:giga "$DATASET_URL" + fi +else + echo "Downloading ClickBench dataset (14GB)..." + wget --continue --progress=dot:giga "$DATASET_URL" +fi + +FILE_SIZE=$(du -h "$DATASET_FILE" | cut -f1) +echo "Dataset size: $FILE_SIZE ($DATASET_FILE)" + +# Count rows using DuckDB +echo "Counting rows..." +python3 << 'EOF' +import duckdb +conn = duckdb.connect() +count = conn.execute("SELECT COUNT(*) FROM read_parquet('hits.parquet')").fetchone()[0] +print(f"Dataset contains {count:,} rows") +EOF + +# Set environment variables for benchmarking +export ARC_URL="http://localhost:8000" +export ARC_API_KEY="$ARC_TOKEN" +export DATABASE="clickbench" +export TABLE="hits" + +# Load data into Arc by copying parquet file to storage +echo "" +echo "Loading ClickBench data into Arc..." +echo "================================================" + +STORAGE_BASE="arc/data/arc" +TARGET_DIR="$STORAGE_BASE/$DATABASE/$TABLE" +TARGET_FILE="$TARGET_DIR/hits.parquet" + +# Create target directory +mkdir -p "$TARGET_DIR" + +# Check if already loaded +if [ -f "$TARGET_FILE" ]; then + SOURCE_SIZE=$(stat -f%z "$DATASET_FILE" 2>/dev/null || stat -c%s "$DATASET_FILE" 2>/dev/null) + TARGET_SIZE=$(stat -f%z "$TARGET_FILE" 2>/dev/null || stat -c%s "$TARGET_FILE" 2>/dev/null) + + if [ "$SOURCE_SIZE" -eq "$TARGET_SIZE" ]; then + echo "[OK] Data already loaded (14GB)" + echo " Location: $TARGET_FILE" + else + echo "[WARNING] Existing file has different size, reloading..." + rm -f "$TARGET_FILE" + echo " Copying parquet file to Arc storage..." + cp "$DATASET_FILE" "$TARGET_FILE" + echo "[OK] Data loaded successfully!" + fi +else + echo " Copying parquet file to Arc storage..." + echo " Source: $DATASET_FILE" + echo " Target: $TARGET_FILE" + cp "$DATASET_FILE" "$TARGET_FILE" + echo "[OK] Data loaded successfully!" + echo " Table: $DATABASE.$TABLE" + TARGET_SIZE=$(du -h "$TARGET_FILE" | cut -f1) + echo " Size: $TARGET_SIZE" +fi + +echo "" +echo "Data loading complete." + +# Verify query cache configuration +echo "" +echo "Verifying query cache configuration..." +cd arc +python3 << 'CACHECHECK' +import os +import sys + +# Check all possible cache configuration sources +print("=" * 70) +print("Query Cache Configuration Check") +print("=" * 70) + +# 1. Check arc.conf +cache_in_conf = None +try: + from config_loader import get_config + arc_config = get_config() + cache_config = arc_config.config.get('query_cache', {}) + cache_in_conf = cache_config.get('enabled', None) + print(f" arc.conf: enabled = {cache_in_conf}") +except Exception as e: + print(f" arc.conf: Error reading: {e}") + +# 2. Check .env file +cache_in_env = None +if os.path.exists('.env'): + with open('.env', 'r') as f: + for line in f: + if line.strip().startswith('QUERY_CACHE_ENABLED'): + cache_in_env = line.split('=')[1].strip().lower() + print(f" .env: QUERY_CACHE_ENABLED = {cache_in_env}") + break + if cache_in_env is None: + print(f" .env: QUERY_CACHE_ENABLED not set") +else: + print(f" .env: File not found") + +# 3. Check environment variable +cache_in_os_env = os.getenv("QUERY_CACHE_ENABLED") +if cache_in_os_env: + print(f" Environment: QUERY_CACHE_ENABLED = {cache_in_os_env}") +else: + print(f" Environment: QUERY_CACHE_ENABLED not set") + +# 4. Check what init_query_cache will actually use +print("") +try: + from api.query_cache import init_query_cache + cache_instance = init_query_cache() + if cache_instance is None: + print(f"[OK] FINAL RESULT: Query cache is DISABLED") + else: + print(f"[ERROR] FINAL RESULT: Query cache is ENABLED") + print(f" TTL: {cache_instance.ttl_seconds}s") + print(f" Max size: {cache_instance.max_size}") + print(f"\n [WARNING] Cache must be disabled for valid benchmark results!") +except Exception as e: + print(f"[ERROR] Error checking cache initialization: {e}") + +print("=" * 70) +CACHECHECK + +cd .. + +# Test API token before running benchmark +echo "" +echo "Testing API token authentication..." +TEST_RESPONSE=$(curl -s -w "\n%{http_code}" -H "x-api-key: $ARC_API_KEY" "$ARC_URL/health") +HTTP_CODE=$(echo "$TEST_RESPONSE" | tail -n1) +if [ "$HTTP_CODE" = "200" ]; then + echo "[OK] API token is valid" +else + echo "[ERROR] API token test failed (HTTP $HTTP_CODE)" + echo "Response: $(echo "$TEST_RESPONSE" | head -n-1)" + echo "" + echo "Debugging: Let's verify the token exists in the database..." + cd arc + python3 << 'DEBUGEOF' +from api.auth import AuthManager +auth = AuthManager(db_path='./data/arc.db') +tokens = auth.list_tokens() +print(f"Found {len(tokens)} tokens in database:") +for t in tokens: + print(f" - {t.get('name')}: {t.get('token')[:20]}...") +DEBUGEOF + cd .. + echo "" + echo "Error: Cannot proceed without valid authentication" + kill $ARC_PID 2>/dev/null || true + exit 1 +fi + +# Run benchmark +echo "" +echo "Running ClickBench queries via Arc Arrow API..." +echo "================================================" +./run.sh 2>&1 | tee log.txt +echo "Benchmark execution complete!" + +# Stop Arc +echo "" +echo "Stopping Arc..." +kill $ARC_PID 2>/dev/null || true +wait $ARC_PID 2>/dev/null || true + +# Deactivate venv +deactivate + +# Format results for ClickBench (official format) +echo "" +echo "Formatting results..." + +# Extract timing values from log +cat log.txt | grep -oE '^[0-9]+\.[0-9]+|^null' | \ + awk '{ + if (NR % 3 == 1) printf "["; + printf "%s", $1; + if (NR % 3 == 0) print "]"; + else printf ", "; + }' > results.txt + +# Output in official ClickBench format +echo "" +echo "[OK] Benchmark complete!" +echo "" +echo "================================================" +echo "Official ClickBench Results" +echo "================================================" +echo "" + +# Load time (Arc doesn't load data, it queries Parquet directly) +echo "Load time: 0" + +# Data size in bytes +echo "Data size: $EXPECTED_SIZE" + +# Query results (43 lines) +cat results.txt + +echo "" +echo "================================================" +echo "Results saved to: results.txt" +echo "Full logs saved to: log.txt" +echo "================================================" diff --git a/arc/queries.sql b/arc/queries.sql new file mode 100644 index 000000000..3fda1599e --- /dev/null +++ b/arc/queries.sql @@ -0,0 +1,43 @@ +SELECT COUNT(*) FROM clickbench.hits; +SELECT COUNT(*) FROM clickbench.hits WHERE AdvEngineID <> 0; +SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM clickbench.hits; +SELECT AVG(UserID) FROM clickbench.hits; +SELECT COUNT(DISTINCT UserID) FROM clickbench.hits; +SELECT COUNT(DISTINCT SearchPhrase) FROM clickbench.hits; +SELECT MIN(EventDate), MAX(EventDate) FROM clickbench.hits; +SELECT AdvEngineID, COUNT(*) FROM clickbench.hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC; +SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM clickbench.hits GROUP BY RegionID ORDER BY u DESC LIMIT 10; +SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM clickbench.hits GROUP BY RegionID ORDER BY c DESC LIMIT 10; +SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM clickbench.hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10; +SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM clickbench.hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10; +SELECT SearchPhrase, COUNT(*) AS c FROM clickbench.hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10; +SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM clickbench.hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10; +SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM clickbench.hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10; +SELECT UserID, COUNT(*) FROM clickbench.hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10; +SELECT UserID, SearchPhrase, COUNT(*) FROM clickbench.hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10; +SELECT UserID, SearchPhrase, COUNT(*) FROM clickbench.hits GROUP BY UserID, SearchPhrase LIMIT 10; +SELECT UserID, date_part('minute', to_timestamp(EventTime)) AS m, SearchPhrase, COUNT(*) FROM clickbench.hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10; +SELECT UserID FROM clickbench.hits WHERE UserID = 435090932899640449; +SELECT COUNT(*) FROM clickbench.hits WHERE URL LIKE '%google%'; +SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM clickbench.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 clickbench.hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10; +SELECT * FROM clickbench.hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10; +SELECT SearchPhrase FROM clickbench.hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10; +SELECT SearchPhrase FROM clickbench.hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10; +SELECT SearchPhrase FROM clickbench.hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10; +SELECT CounterID, AVG(STRLEN(URL)) AS l, COUNT(*) AS c FROM clickbench.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(STRLEN(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM clickbench.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 clickbench.hits; +SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM clickbench.hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10; +SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM clickbench.hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10; +SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM clickbench.hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10; +SELECT URL, COUNT(*) AS c FROM clickbench.hits GROUP BY URL ORDER BY c DESC LIMIT 10; +SELECT 1, URL, COUNT(*) AS c FROM clickbench.hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10; +SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM clickbench.hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10; +SELECT URL, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10; +SELECT Title, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10; +SELECT URL, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 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 clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000; +SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100; +SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 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)) AS M, COUNT(*) AS PageViews FROM clickbench.hits WHERE CounterID = 62 AND EventDate >= 15888 AND EventDate <= 15917 AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', to_timestamp(EventTime)) ORDER BY DATE_TRUNC('minute', to_timestamp(EventTime)) LIMIT 10 OFFSET 1000; diff --git a/arc/results/c6a.2xlarge.json b/arc/results/c6a.2xlarge.json new file mode 100644 index 000000000..41bedfb47 --- /dev/null +++ b/arc/results/c6a.2xlarge.json @@ -0,0 +1,56 @@ +{ + "system": "Arc", + "date": "2025-10-27", + "machine": "c6a.2xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Python", "column-oriented", "time-series"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.0785, 0.0304, 0.0309], + [0.1022, 0.0628, 0.0625], + [0.2135, 0.1093, 0.1104], + [0.3978, 0.1089, 0.1065], + [1.1152, 0.5167, 0.5398], + [1.0579, 0.8564, 0.8778], + [0.1051, 0.0777, 0.0770], + [0.1142, 0.0696, 0.0661], + [0.8883, 0.6926, 0.6941], + [1.1388, 0.8924, 0.8974], + [0.4497, 0.2247, 0.2378], + [0.8185, 0.2735, 0.2828], + [1.1053, 0.8615, 0.8645], + [2.4974, 1.3101, 1.2929], + [1.1276, 0.9387, 0.9609], + [0.7207, 0.6094, 0.6339], + [2.4231, 1.6511, 1.6545], + [2.1258, 1.2905, 1.3212], + [6.4792, 6.1342, 6.0747], + [0.2841, 0.0601, 0.0582], + [9.8676, 1.7338, 1.7194], + [11.0735, 1.5704, 1.5587], + [19.6190, 3.2021, 3.1422], + [2.6608, 0.7122, 0.7195], + [0.3495, 0.2643, 0.2665], + [0.7535, 0.5538, 0.5347], + [0.2835, 0.2066, 0.2029], + [9.5389, 1.4466, 1.4413], + [17.3945, 17.0857, 17.0599], + [0.2304, 0.1605, 0.1076], + [2.2247, 1.0148, 0.9963], + [5.8423, 1.1371, 1.1455], + [6.0122, 3.2736, 3.2464], + [10.1383, 3.6404, 3.6586], + [10.1802, 3.7161, 3.6929], + [1.1020, 1.4573, 0.9465], + [0.1925, 0.1395, 0.1985], + [0.1736, 0.1450, 0.1432], + [0.1517, 0.1089, 0.0996], + [0.4480, 0.2724, 0.2997], + [0.1219, 0.0781, 0.0649], + [0.1099, 0.0639, 0.0624], + [0.3074, 0.2289, 0.2289] + ] +} diff --git a/arc/results/c6a.4xlarge.json b/arc/results/c6a.4xlarge.json new file mode 100644 index 000000000..c00a15b25 --- /dev/null +++ b/arc/results/c6a.4xlarge.json @@ -0,0 +1,56 @@ +{ + "system": "Arc", + "date": "2025-10-28", + "machine": "c6a.4xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Python", "column-oriented", "time-series"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.0871, 0.0300, 0.0301], + [0.0912, 0.0485, 0.0470], + [0.1232, 0.0720, 0.0705], + [0.3975, 0.0739, 0.0827], + [1.1661, 0.3110, 0.3161], + [1.0281, 0.5268, 0.5498], + [0.0721, 0.0544, 0.0552], + [0.0920, 0.0516, 0.0492], + [0.7239, 0.4214, 0.4391], + [1.0847, 0.5447, 0.5646], + [0.4507, 0.1445, 0.1367], + [1.0134, 0.1637, 0.1611], + [1.3206, 0.5446, 0.5432], + [2.4108, 0.8372, 0.8427], + [0.8809, 0.5827, 0.5971], + [0.4791, 0.3772, 0.3880], + [2.3290, 0.9987, 0.9973], + [2.1407, 0.7880, 0.7784], + [4.6917, 3.2895, 3.2932], + [0.1494, 0.0922, 0.0695], + [9.9753, 0.9148, 0.9127], + [11.1275, 0.8528, 0.8553], + [19.7330, 1.7068, 1.6908], + [2.6468, 0.5283, 0.5281], + [0.2442, 0.2011, 0.1909], + [0.9156, 0.2837, 0.2991], + [0.2046, 0.1402, 0.1518], + [10.0659, 0.7721, 0.7691], + [9.0278, 8.9424, 8.9449], + [0.1464, 0.1146, 0.0697], + [2.1968, 0.5962, 0.5934], + [5.7891, 0.6739, 0.6801], + [5.1925, 1.8879, 1.9253], + [9.9986, 2.3860, 2.2371], + [10.0500, 2.3987, 2.3879], + [0.6671, 0.6707, 0.6334], + [0.2176, 0.1384, 0.1512], + [0.1523, 0.1367, 0.1334], + [0.1474, 0.0927, 0.0894], + [0.4390, 0.2665, 0.2749], + [0.0920, 0.0862, 0.0610], + [0.0883, 0.0581, 0.0585], + [0.2956, 0.2193, 0.2170] + ] +} diff --git a/arc/results/c6a.metal.json b/arc/results/c6a.metal.json new file mode 100644 index 000000000..07cd8f88b --- /dev/null +++ b/arc/results/c6a.metal.json @@ -0,0 +1,56 @@ +{ + "system": "Arc", + "date": "2025-10-27", + "machine": "c6a.metal", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Python", "column-oriented", "time-series"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.0909, 0.0325, 0.0318], + [0.0888, 0.0630, 0.0569], + [0.1012, 0.0562, 0.0516], + [0.2887, 0.0888, 0.0626], + [1.0503, 0.3828, 0.4182], + [0.7233, 0.3978, 0.2715], + [0.0643, 0.0471, 0.0685], + [0.0724, 0.0513, 0.0483], + [0.5545, 0.1795, 0.4965], + [0.9599, 0.4882, 0.6302], + [0.3553, 0.1595, 0.2065], + [0.8287, 0.2945, 0.1237], + [1.1686, 0.3383, 0.2674], + [2.2308, 0.4317, 0.8606], + [0.8117, 0.3791, 0.2560], + [0.3801, 0.1390, 0.1557], + [2.4240, 0.3919, 0.4920], + [1.9506, 0.4247, 0.4042], + [3.8089, 1.0205, 1.0649], + [0.1384, 0.0601, 0.0625], + [9.7530, 0.2683, 0.2441], + [10.9135, 0.3022, 0.2148], + [19.9140, 0.4754, 0.4475], + [10.7592, 0.4957, 0.4351], + [2.1049, 0.1646, 0.1627], + [1.0022, 0.1012, 0.1392], + [2.5901, 0.0917, 0.0961], + [9.9341, 0.2405, 0.2207], + [8.3970, 2.3548, 3.9730], + [0.1179, 0.0669, 0.0617], + [2.0407, 0.2360, 0.2755], + [5.5775, 0.6546, 0.2287], + [4.1967, 0.6876, 0.7374], + [9.5453, 1.0642, 0.7565], + [9.5522, 0.7119, 1.6177], + [0.2194, 0.6620, 0.1746], + [0.1971, 0.1443, 0.1554], + [0.1494, 0.1201, 0.1193], + [0.1629, 0.0903, 0.0866], + [0.3618, 0.2741, 0.2696], + [0.0939, 0.0825, 0.0676], + [0.0905, 0.0679, 0.0673], + [0.2518, 0.2609, 0.2151] + ] +} diff --git a/arc/results/c8g.metal-48xl.json b/arc/results/c8g.metal-48xl.json new file mode 100644 index 000000000..56198a050 --- /dev/null +++ b/arc/results/c8g.metal-48xl.json @@ -0,0 +1,56 @@ +{ + "system": "Arc", + "date": "2025-10-27", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Python", "column-oriented", "time-series"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.0654, 0.0416, 0.0301], + [0.0652, 0.0468, 0.0434], + [0.0903, 0.0463, 0.0432], + [0.3311, 0.0608, 0.0586], + [1.0825, 0.2214, 0.2480], + [1.0084, 0.2764, 0.2136], + [0.0529, 0.0451, 0.0423], + [0.0615, 0.0475, 0.0472], + [0.5569, 0.2029, 0.2342], + [1.2135, 0.3864, 0.3735], + [0.3195, 0.1836, 0.0665], + [0.9304, 0.0746, 0.0672], + [1.3981, 0.1802, 0.1811], + [2.4340, 0.4640, 0.4374], + [0.7781, 0.1894, 0.1874], + [0.7081, 0.1614, 0.2082], + [2.3013, 0.4547, 0.5839], + [1.9115, 0.2372, 0.4260], + [3.8035, 0.7536, 0.6041], + [0.1732, 0.0730, 0.0437], + [9.7347, 0.2225, 0.2267], + [10.9434, 0.1978, 0.1817], + [19.6673, 0.7189, 0.3928], + [10.7417, 0.4724, 0.4332], + [2.0800, 0.1467, 0.1446], + [1.0593, 0.0979, 0.0951], + [2.6363, 0.0822, 0.0834], + [9.9597, 0.2042, 0.1899], + [8.1613, 1.7623, 2.6315], + [0.1069, 0.0477, 0.0492], + [2.0114, 0.1477, 0.1468], + [5.8019, 0.1626, 0.1745], + [4.4042, 0.5804, 0.7663], + [9.5631, 0.4761, 0.5647], + [9.5304, 0.6659, 0.5994], + [0.2999, 0.1132, 0.1603], + [0.2134, 0.1495, 0.1377], + [0.1343, 0.1190, 0.1205], + [0.1488, 0.0890, 0.0891], + [0.3500, 0.2521, 0.2471], + [0.0908, 0.0559, 0.0610], + [0.0823, 0.0556, 0.0520], + [0.2085, 0.1692, 0.1705] + ] +} diff --git a/arc/run.sh b/arc/run.sh new file mode 100755 index 000000000..ca6bbb5ab --- /dev/null +++ b/arc/run.sh @@ -0,0 +1,97 @@ +#!/bin/bash +# Arc ClickBench Benchmark Runner +# Queries Arc via HTTP API using JSON format + +TRIES=3 +DATABASE="${DATABASE:-clickbench}" +TABLE="${TABLE:-hits}" +ARC_URL="${ARC_URL:-http://localhost:8000}" +ARC_API_KEY="${ARC_API_KEY:-benchmark-test-key}" + +# Check if Arc is running +echo "Checking if Arc is running at $ARC_URL..." >&2 +if ! curl -s -f "$ARC_URL/health" > /dev/null 2>&1; then + echo "Error: Arc is not running at $ARC_URL" >&2 + echo "Please start Arc first or set ARC_URL environment variable" >&2 + exit 1 +fi + +echo "Arc is running. Querying table: $DATABASE.$TABLE (JSON)" >&2 +echo "Using API key: ${ARC_API_KEY:0:20}..." >&2 + +python3 << EOF +import requests +import time +import sys +import json + +ARC_URL = "$ARC_URL" +API_KEY = "$ARC_API_KEY" +DATABASE = "$DATABASE" +TABLE = "$TABLE" + +# Headers for API requests +headers = { + "x-api-key": API_KEY, + "Content-Type": "application/json" +} + +# Read queries +with open('queries.sql') as f: + content = f.read() + +# Remove comment lines +lines = [line for line in content.split('\n') if not line.strip().startswith('--')] +clean_content = '\n'.join(lines) + +# Split by semicolons and filter empties +queries = [] +for query in clean_content.split(';'): + query = query.strip() + if query: + queries.append(query) + +print(f"Running {len(queries)} queries via JSON API...", file=sys.stderr) + +# Run each query 3 times +for i, query_sql in enumerate(queries, 1): + for run in range(3): + # Flush filesystem cache before first run only (ClickBench requirement) + if run == 0: + import subprocess + try: + subprocess.run(['sync'], check=False) + subprocess.run(['sudo', 'sh', '-c', 'echo 3 > /proc/sys/vm/drop_caches'], + check=False, stderr=subprocess.DEVNULL) + except: + pass # Ignore errors if not on Linux or no sudo access + try: + start = time.perf_counter() + + response = requests.post( + f"{ARC_URL}/api/v1/query", + headers=headers, + json={"sql": query_sql}, + timeout=300 + ) + + if response.status_code == 200: + # Parse JSON to ensure data is received + data = response.json() + elapsed = time.perf_counter() - start + print(f"{elapsed:.4f}") + else: + print("null") + if run == 0: + print(f"Query {i} failed: {response.status_code} - {response.text[:200]}", file=sys.stderr) + except requests.exceptions.Timeout: + print("null") + if run == 0: + print(f"Query {i} timed out", file=sys.stderr) + except Exception as e: + print("null") + if run == 0: + print(f"Query {i} error: {e}", file=sys.stderr) + +print("Benchmark complete!", file=sys.stderr) +EOF diff --git a/clickhouse-old/template.json b/arc/template.json similarity index 53% rename from clickhouse-old/template.json rename to arc/template.json index 52fe41270..f407f82b4 100644 --- a/clickhouse-old/template.json +++ b/arc/template.json @@ -1,10 +1,10 @@ { - "system": "ClickHouse (25.7)", + "system": "Arc", "proprietary": "no", "tuned": "no", "tags": [ - "C++", + "Python", "column-oriented", - "ClickHouse derivative" + "time-series" ] } diff --git a/cedardb/results/c6a.2xlarge.json b/cedardb/results/c6a.2xlarge.json index e8ebd23db..02d5e7d22 100644 --- a/cedardb/results/c6a.2xlarge.json +++ b/cedardb/results/c6a.2xlarge.json @@ -1,57 +1,57 @@ { "system": "CedarDB", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "yes", "tuned": "no", "tags": ["C++","column-oriented","PostgreSQL compatible"], - "load_time": 722, - "data_size": 33905729120, + "load_time": 715, + "data_size": 33398764480, "result": [ - [0.502, 0.017, 0.016], - [0.086, 0.005, 0.005], - [0.123, 0.048, 0.048], - [0.679, 0.042, 0.042], - [0.205, 0.195, 0.194], - [2.177, 0.383, 0.379], - [0.061, 0.043, 0.044], - [0.029, 0.006, 0.006], - [0.617, 0.305, 0.3], - [0.543, 0.416, 0.374], - [0.12, 0.045, 0.044], - [0.102, 0.049, 0.047], - [0.299, 0.28, 0.279], - [0.486, 0.483, 0.481], - [0.317, 0.3, 0.3], - [0.204, 0.201, 0.2], - [0.72, 0.742, 6.68], - [0.643, 0.645, 0.646], - [34.358, 31.433, 32.269], - [0.005, 0.002, 0.002], - [15.775, 8.164, 6.248], - [10.024, 8.104, 7.631], - [27.078, 26.073, 27.781], - [120.16, 117.664, 120.733], - [4.907, 0.006, 0.005], - [0.016, 0.016, 0.016], - [0.006, 0.006, 0.005], - [15.826, 8.74, 5.796], - [16.576, 8.62, 7.404], - [0.124, 0.039, 0.039], - [4.231, 0.134, 0.129], - [3.32, 0.176, 0.177], - [42.319, 42.089, 43], - [15, 5.75, 4.403], - [4.147, 4.607, 2.366], - [0.963, 0.207, 0.208], - [0.031, 0.017, 0.017], - [0.032, 0.009, 0.009], - [0.011, 0.003, 0.003], - [0.07, 0.036, 0.035], - [0.023, 0.003, 0.003], - [0.015, 0.003, 0.003], - [0.015, 0.005, 0.004] + [0.106, 0.018, 0.019], + [0.101, 0.005, 0.005], + [0.266, 0.047, 0.045], + [0.708, 0.044, 0.043], + [0.805, 0.197, 0.192], + [2.18, 0.365, 0.365], + [0.114, 0.038, 0.038], + [0.129, 0.007, 0.006], + [1.753, 0.317, 0.296], + [5.702, 0.451, 0.427], + [1.126, 0.046, 0.044], + [1.511, 0.049, 0.049], + [2.096, 0.313, 0.296], + [4.015, 0.542, 0.498], + [2.608, 0.364, 0.337], + [0.845, 0.233, 0.215], + [8.818, 0.773, 0.705], + [6.37, 0.701, 5.166], + [21.337, 13.413, 13.743], + [0.383, 0.001, 0.001], + [16.163, 0.44, 0.438], + [19.001, 19.941, 6.691], + [30.23, 27.68, 28.292], + [111.248, 119.411, 120.201], + [4.59, 0.005, 0.004], + [1.837, 0.016, 0.016], + [4.585, 0.005, 0.005], + [16.516, 0.474, 0.473], + [15.357, 7.369, 7.357], + [0.131, 0.044, 0.044], + [4.574, 0.145, 0.136], + [7.258, 0.189, 0.2], + [26.754, 22.679, 21.984], + [16.154, 0.701, 0.627], + [16.15, 0.716, 0.613], + [0.34, 0.224, 0.216], + [0.1, 0.015, 0.015], + [0.075, 0.007, 0.007], + [0.065, 0.003, 0.003], + [0.13, 0.036, 0.036], + [0.027, 0.004, 0.004], + [0.026, 0.003, 0.003], + [0.025, 0.005, 0.004] ] } diff --git a/cedardb/results/c6a.4xlarge.json b/cedardb/results/c6a.4xlarge.json index ca8fa297b..3c09e02cf 100644 --- a/cedardb/results/c6a.4xlarge.json +++ b/cedardb/results/c6a.4xlarge.json @@ -1,57 +1,57 @@ { "system": "CedarDB", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "yes", "tuned": "no", "tags": ["C++","column-oriented","PostgreSQL compatible"], - "load_time": 671, - "data_size": 34123890512, + "load_time": 664, + "data_size": 33575660672, "result": [ - [0.065, 0.009, 0.008], - [0.071, 0.004, 0.004], - [0.076, 0.028, 0.027], - [0.072, 0.025, 0.025], - [0.133, 0.124, 0.127], - [1.684, 0.214, 0.211], - [0.032, 0.025, 0.025], - [0.015, 0.004, 0.004], - [0.239, 0.217, 0.222], - [0.286, 0.277, 0.278], - [0.089, 0.031, 0.031], - [0.078, 0.034, 0.034], - [0.187, 0.176, 0.174], - [0.312, 0.311, 0.311], - [0.228, 0.19, 0.189], - [0.148, 0.147, 0.147], - [0.476, 0.441, 0.446], - [0.419, 0.413, 0.412], - [14.326, 15.688, 14.464], - [0.006, 0.002, 0.001], - [14.363, 2.236, 0.695], - [2.559, 0.533, 0.145], - [19.184, 8.162, 3.772], - [125.073, 144.468, 137.293], - [3.839, 0.006, 0.006], - [0.01, 0.009, 0.01], - [0.007, 0.006, 0.007], - [13.221, 1.365, 0.531], - [11.399, 3.462, 3.455], - [0.088, 0.023, 0.022], - [3.161, 0.09, 0.089], - [2.836, 0.135, 0.134], - [18.11, 20.083, 18.261], - [9.643, 1.52, 1.113], - [1.093, 1.046, 1.053], - [0.168, 0.137, 0.138], - [0.016, 0.012, 0.011], - [0.03, 0.006, 0.006], - [0.008, 0.003, 0.003], - [0.044, 0.024, 0.024], - [0.024, 0.003, 0.003], - [0.014, 0.003, 0.003], - [0.016, 0.004, 0.004] + [0.038, 0.012, 0.011], + [0.107, 0.004, 0.004], + [0.195, 0.027, 0.027], + [0.635, 0.027, 0.027], + [0.744, 0.126, 0.125], + [1.975, 0.209, 0.211], + [0.09, 0.022, 0.022], + [0.103, 0.005, 0.004], + [1.698, 0.218, 0.22], + [2.842, 0.283, 0.277], + [1.047, 0.031, 0.031], + [1.425, 0.034, 0.033], + [1.984, 0.176, 0.177], + [3.711, 0.312, 0.311], + [2.374, 0.193, 0.19], + [0.744, 0.15, 0.149], + [3.815, 0.48, 0.461], + [3.784, 0.446, 0.416], + [16.396, 13.664, 12.714], + [0.423, 0.001, 0.001], + [16.209, 0.267, 0.265], + [19.042, 0.082, 0.081], + [30.368, 0.146, 0.146], + [110.995, 131.156, 133.671], + [4.655, 0.005, 0.008], + [1.857, 0.01, 0.009], + [4.647, 0.005, 0.005], + [16.582, 0.285, 0.285], + [12.213, 3.365, 3.375], + [0.146, 0.025, 0.025], + [4.585, 0.088, 0.088], + [7.265, 0.134, 0.133], + [21.824, 16.971, 16.221], + [16.653, 1.255, 1.045], + [16.664, 1.211, 1.097], + [0.263, 0.138, 0.138], + [0.092, 0.011, 0.011], + [0.035, 0.006, 0.006], + [0.067, 0.004, 0.003], + [0.107, 0.024, 0.024], + [0.026, 0.004, 0.003], + [0.032, 0.003, 0.003], + [0.024, 0.004, 0.004] ] } diff --git a/cedardb/results/c6a.metal.json b/cedardb/results/c6a.metal.json index a26029491..4e889f387 100644 --- a/cedardb/results/c6a.metal.json +++ b/cedardb/results/c6a.metal.json @@ -1,56 +1,57 @@ { "system": "CedarDB", - "date": "2025-05-13", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "yes", "tuned": "no", - "tags": ["C++", "column-oriented", "PostgreSQL compatible"], - "load_time": 342.686, - "data_size": 33827930336, + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 345, + "data_size": 33650053792, "result": [ -[0.015,0.007,0.011], -[0.015,0.009,0.011], -[0.022,0.010,0.011], -[0.031,0.012,0.018], -[0.113,0.120,0.116], -[0.135,0.106,0.111], -[0.018,0.006,0.007], -[0.017,0.009,0.014], -[0.175,0.174,0.173], -[0.207,0.188,0.206], -[0.041,0.044,0.048], -[0.046,0.050,0.053], -[0.108,0.107,0.110], -[0.284,0.220,0.227], -[0.111,0.109,0.109], -[0.126,0.126,0.125], -[0.210,0.211,0.217], -[0.205,0.208,0.212], -[0.345,0.338,0.337], -[0.007,0.009,0.008], -[0.176,0.046,0.045], -[0.030,0.028,0.029], -[0.117,0.047,0.052], -[0.591,0.229,0.182], -[0.014,0.021,0.018], -[0.012,0.016,0.016], -[0.014,0.016,0.015], -[0.052,0.053,0.052], -[0.419,0.407,0.397], -[0.011,0.010,0.011], -[0.076,0.083,0.087], -[0.103,0.099,0.100], -[0.399,0.379,0.379], -[0.473,0.482,0.479], -[0.473,0.472,0.474], -[0.095,0.101,0.099], -[0.017,0.016,0.015], -[0.012,0.012,0.011], -[0.010,0.009,0.010], -[0.039,0.036,0.046], -[0.012,0.011,0.011], -[0.006,0.009,0.009], -[0.008,0.008,0.009] - ] + [0.063, 0.01, 0.006], + [0.291, 0.008, 0.011], + [3.444, 0.019, 0.015], + [3.608, 0.027, 0.024], + [3.706, 0.12, 0.149], + [4.883, 0.111, 0.137], + [3.122, 0.01, 0.01], + [3.146, 0.021, 0.016], + [4.568, 0.184, 0.174], + [5.623, 0.198, 0.179], + [3.95, 0.049, 0.055], + [4.325, 0.083, 0.057], + [4.863, 0.132, 0.125], + [6.567, 0.247, 0.232], + [5.26, 0.11, 0.108], + [3.685, 0.122, 0.114], + [6.618, 0.212, 0.194], + [6.594, 0.237, 0.191], + [9.351, 0.347, 0.358], + [3.507, 0.01, 0.008], + [18.843, 0.065, 0.064], + [20.545, 0.039, 0.04], + [31.337, 0.06, 0.063], + [109.769, 0.194, 0.201], + [5.845, 0.014, 0.024], + [3.15, 0.014, 0.014], + [5.844, 0.014, 0.013], + [17.602, 0.092, 0.09], + [13.387, 0.423, 0.428], + [1.079, 0.017, 0.012], + [5.835, 0.072, 0.07], + [8.499, 0.095, 0.092], + [5.936, 0.374, 0.357], + [17.446, 0.46, 0.473], + [17.233, 0.456, 0.358], + [0.378, 0.08, 0.082], + [0.133, 0.037, 0.026], + [0.09, 0.015, 0.016], + [0.148, 0.011, 0.016], + [0.214, 0.052, 0.053], + [0.076, 0.022, 0.02], + [0.104, 0.014, 0.016], + [0.07, 0.01, 0.01] +] } + diff --git a/cedardb/results/c6a.xlarge.json b/cedardb/results/c6a.xlarge.json index a3fc777ce..79c1c46d0 100644 --- a/cedardb/results/c6a.xlarge.json +++ b/cedardb/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "CedarDB", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "yes", "tuned": "no", "tags": ["C++","column-oriented","PostgreSQL compatible"], - "load_time": 808, - "data_size": 33760580768, + "load_time": 814, + "data_size": 33280728512, "result": [ - [0.094, 0.261, 0.029], - [0.088, 0.01, 0.009], - [0.188, 0.091, 0.092], - [1.067, 0.076, 0.076], - [0.446, 0.341, 0.332], - [2.078, 0.761, 0.714], - [0.106, 0.078, 0.078], - [0.047, 0.01, 0.01], - [2.587, 3.268, 2.75], - [3.617, 3.009, 2.122], - [0.392, 0.074, 0.077], - [0.116, 0.081, 0.082], - [0.9, 0.534, 0.528], - [0.632, 0.612, 0.603], - [0.603, 0.571, 0.374], - [0.346, 0.344, 0.343], - [5.066, 5.127, 5.436], - [5.759, 5.439, 5.56], - [18.118, 14.969, 13.006], - [0.007, 0.002, 0.002], - [16.559, 14.143, 14.712], - [18.216, 17.588, 18.25], - [31.001, 32.295, 31.804], - [174.04, 230.047, 180.177], - [5.352, 1.371, 0.205], - [0.034, 0.031, 0.03], - [0.018, 0.011, 0.011], - [16.904, 15.352, 15.537], - [23.536, 19.938, 18.393], - [0.115, 0.071, 0.071], - [4.468, 1.142, 0.24], - [4.524, 1.448, 0.501], - [17.22, 17.102, 17.219], - [23.042, 19.436, 19.933], - [19.219, 20.696, 20.147], - [1.07, 0.375, 0.221], - [0.055, 0.023, 0.024], - [0.036, 0.011, 0.011], - [0.044, 0.003, 0.003], - [0.088, 0.056, 0.056], - [0.021, 0.004, 0.004], - [0.013, 0.003, 0.003], - [0.015, 0.006, 0.006] + [0.272, 0.033, 0.033], + [0.291, 0.009, 0.009], + [0.384, 0.083, 0.082], + [0.846, 0.079, 0.077], + [1.12, 0.209, 0.367], + [2.342, 0.734, 0.686], + [0.256, 0.069, 0.068], + [0.297, 0.01, 0.01], + [5.047, 0.309, 2.634], + [4.572, 1.908, 2.031], + [1.271, 0.079, 0.075], + [1.642, 0.081, 0.081], + [2.445, 0.554, 0.525], + [3.926, 0.592, 0.581], + [2.86, 0.318, 0.354], + [1.138, 0.34, 0.355], + [7.484, 4.016, 3.878], + [7.203, 4.121, 3.778], + [18.159, 11.918, 11.377], + [0.395, 0.002, 0.001], + [16.269, 14.865, 14.165], + [19.008, 18.084, 18.312], + [30.482, 32.044, 32.085], + [168.67, 172.843, 158.537], + [4.569, 0.006, 0.006], + [1.85, 0.031, 0.03], + [4.569, 0.006, 0.006], + [16.505, 15.275, 15.322], + [21.451, 19.662, 18.254], + [0.132, 0.08, 0.079], + [4.507, 0.263, 0.238], + [7.165, 0.334, 0.3], + [20.384, 15.31, 15.994], + [27.716, 18.166, 18.598], + [21.029, 19.425, 19.044], + [0.539, 0.404, 0.388], + [0.106, 0.023, 0.022], + [0.044, 0.01, 0.01], + [0.068, 0.004, 0.004], + [0.159, 0.052, 0.05], + [0.026, 0.004, 0.004], + [0.025, 0.003, 0.003], + [0.02, 0.007, 0.006] ] } diff --git a/cedardb/results/c7a.metal-48xl.json b/cedardb/results/c7a.metal-48xl.json new file mode 100644 index 000000000..c21243660 --- /dev/null +++ b/cedardb/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "CedarDB", + "date": "2025-10-26", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 336, + "data_size": 33383653264, + "result": [ + [0.082, 0.012, 0.011], + [1.659, 0.007, 0.011], + [1.961, 0.021, 0.011], + [2.412, 0.011, 0.01], + [2.476, 0.078, 0.081], + [3.743, 0.087, 0.081], + [1.636, 0.011, 0.012], + [1.665, 0.011, 0.014], + [3.354, 0.127, 0.115], + [4.443, 0.156, 0.154], + [2.834, 0.043, 0.036], + [3.218, 0.042, 0.041], + [3.731, 0.086, 0.082], + [5.354, 0.135, 0.117], + [4.119, 0.085, 0.084], + [2.469, 0.088, 0.091], + [5.407, 0.134, 0.128], + [5.391, 0.154, 0.153], + [8.126, 0.201, 0.193], + [2.134, 0.019, 0.01], + [17.753, 0.027, 0.027], + [20.37, 0.016, 0.018], + [31.36, 0.029, 0.028], + [109.606, 0.078, 0.061], + [5.492, 0.018, 0.021], + [2.795, 0.017, 0.018], + [5.493, 0.015, 0.013], + [17.275, 0.032, 0.033], + [12.087, 0.27, 0.268], + [0.294, 0.012, 0.013], + [4.54, 0.06, 0.06], + [7.206, 0.079, 0.08], + [4.519, 0.195, 0.194], + [16.199, 0.361, 0.376], + [16.178, 0.336, 0.19], + [0.269, 0.075, 0.075], + [0.114, 0.039, 0.02], + [0.053, 0.025, 0.015], + [0.112, 0.015, 0.015], + [0.165, 0.037, 0.038], + [0.044, 0.02, 0.016], + [0.046, 0.013, 0.013], + [0.048, 0.011, 0.01] +] +} + diff --git a/cedardb/results/c8g.4xlarge.json b/cedardb/results/c8g.4xlarge.json index 97ec11ff7..2d0071dd6 100644 --- a/cedardb/results/c8g.4xlarge.json +++ b/cedardb/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "CedarDB", - "date": "2025-07-12", + "system": "CedarDB", + "date": "2025-10-26", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented","PostgreSQL compatible"], - "load_time": 664, - "data_size": 34165475008, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 665, + "data_size": 33684165488, "result": [ - [0.041, 0.013, 0.014], - [0.062, 0.004, 0.004], - [0.093, 0.031, 0.029], - [0.06, 0.032, 0.031], - [0.088, 0.083, 0.082], - [2.797, 0.134, 0.131], - [0.023, 0.021, 0.021], - [0.015, 0.007, 0.007], - [0.153, 0.117, 0.118], - [0.146, 0.146, 0.147], - [0.071, 0.048, 0.048], - [0.114, 0.053, 0.053], - [0.104, 0.106, 0.103], - [0.199, 0.201, 0.198], - [0.111, 0.11, 0.108], - [0.107, 0.116, 0.116], - [0.22, 0.222, 0.217], - [0.176, 0.18, 0.179], - [0.68, 0.315, 22.1], - [0.001, 0.001, 0.001], - [14.691, 2.098, 0.72], - [2.15, 0.249, 0.071], - [19.174, 8.189, 3.263], - [121.746, 153.305, 140.257], - [4.09, 0.004, 0.003], - [0.007, 0.007, 0.007], - [0.003, 0.003, 0.003], - [13.262, 1.422, 0.224], - [11.251, 1.903, 1.869], - [0.098, 0.027, 0.027], - [3.008, 0.089, 0.086], - [2.917, 0.119, 0.118], - [28.888, 27.685, 27.361], - [9.694, 1.295, 0.507], - [0.505, 0.532, 0.506], - [0.116, 0.092, 0.092], - [0.015, 0.012, 0.012], - [0.021, 0.007, 0.007], - [0.007, 0.004, 0.004], - [0.03, 0.024, 0.023], - [0.016, 0.003, 0.003], - [0.01, 0.004, 0.004], - [0.013, 0.006, 0.006] + [0.021, 0.013, 0.013], + [0.137, 0.004, 0.004], + [0.426, 0.031, 0.031], + [0.958, 0.031, 0.032], + [0.937, 0.087, 0.084], + [2.246, 0.142, 0.139], + [0.134, 0.024, 0.021], + [0.107, 0.007, 0.007], + [1.836, 0.136, 0.133], + [2.918, 0.172, 0.166], + [1.291, 0.049, 0.049], + [1.705, 0.037, 0.054], + [2.194, 0.107, 0.113], + [3.863, 0.203, 0.204], + [2.578, 0.111, 0.114], + [0.953, 0.111, 0.109], + [3.866, 0.261, 0.25], + [3.832, 0.219, 0.211], + [37.353, 25.813, 28.572], + [0.443, 0.001, 0.001], + [16.212, 0.434, 0.434], + [19.044, 0.073, 0.072], + [30.388, 0.106, 0.126], + [111.442, 145.128, 144.921], + [4.655, 0.003, 0.003], + [1.86, 0.008, 0.007], + [4.673, 0.003, 0.003], + [16.599, 0.236, 0.236], + [12.196, 1.872, 1.87], + [0.099, 0.031, 0.031], + [4.581, 0.088, 0.088], + [7.278, 0.121, 0.121], + [43.492, 45.988, 47.958], + [16.442, 0.574, 0.544], + [16.442, 0.551, 0.55], + [0.236, 0.095, 0.094], + [0.39, 0.022, 0.023], + [0.329, 0.018, 0.018], + [0.063, 0.004, 0.003], + [0.4, 0.035, 0.034], + [0.022, 0.004, 0.004], + [0.017, 0.004, 0.004], + [0.342, 0.014, 0.014] ] } + diff --git a/cedardb/results/c8g.metal-48xl.json b/cedardb/results/c8g.metal-48xl.json new file mode 100644 index 000000000..7577b5a7f --- /dev/null +++ b/cedardb/results/c8g.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "CedarDB", + "date": "2025-10-26", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 327, + "data_size": 33514185072, + "result": [ + [0.136, 0.015, 0.008], + [2.745, 0.3, 0.042], + [2.727, 0.029, 0.023], + [3.004, 0.018, 0.022], + [3.032, 0.077, 0.075], + [4.574, 0.077, 0.075], + [2.413, 0.018, 0.022], + [2.423, 0.018, 0.009], + [3.968, 0.143, 0.134], + [5.007, 0.133, 0.15], + [3.385, 0.037, 0.037], + [3.854, 0.043, 0.039], + [4.605, 0.082, 0.079], + [5.986, 0.13, 0.138], + [5.41, 0.092, 0.08], + [3.035, 0.082, 0.079], + [6.502, 0.152, 0.146], + [6.291, 0.176, 0.15], + [8.672, 0.237, 0.243], + [2.805, 0.051, 0.046], + [18.306, 0.07, 0.069], + [20.787, 0.026, 0.03], + [31.877, 0.038, 0.045], + [110.165, 0.152, 0.161], + [5.551, 0.065, 0.096], + [3.276, 0.047, 0.07], + [5.704, 0.091, 0.069], + [17.312, 0.055, 0.058], + [13.182, 0.227, 0.23], + [1.012, 0.018, 0.019], + [5.532, 0.055, 0.047], + [8.152, 0.071, 0.068], + [5.633, 0.232, 0.233], + [17.117, 0.342, 0.342], + [17.155, 0.213, 0.303], + [1.459, 0.057, 0.061], + [0.605, 0.424, 0.021], + [0.424, 0.02, 0.04], + [0.614, 0.017, 0.027], + [0.852, 0.055, 0.052], + [0.383, 0.017, 0.086], + [0.377, 0.02, 0.018], + [0.371, 0.127, 0.017] +] +} + diff --git a/cedardb/run.sh b/cedardb/run.sh index 26060f441..26107dae5 100755 --- a/cedardb/run.sh +++ b/cedardb/run.sh @@ -5,6 +5,17 @@ TRIES=3 cat queries.sql | while read -r query; do sync echo 3 | sudo tee /proc/sys/vm/drop_caches + docker restart $(docker ps -a -q) + + retry_count=0 + while [ $retry_count -lt 120 ]; do + if PGPASSWORD=test psql -h localhost -U postgres -c "SELECT 'Ok';"; then + break + fi + + retry_count=$((retry_count+1)) + sleep 1 + done echo "$query"; for i in $(seq 1 $TRIES); do diff --git a/clickhouse-cloud/benchmark.sh b/clickhouse-cloud/benchmark.sh index fdeaaf84f..075f7da47 100755 --- a/clickhouse-cloud/benchmark.sh +++ b/clickhouse-cloud/benchmark.sh @@ -11,7 +11,9 @@ clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure < create.sql -clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --time --query " +MAX_INSERT_THREADS=$(clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --query "SELECT intDiv(getSetting('max_threads'), 4)") + +clickhouse-client --host "$FQDN" --password "$PASSWORD" --secure --time --enable-parallel-replicas 1 --max-insert-threads $MAX_INSERT_THREADS --query " INSERT INTO hits SELECT * FROM url('https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{0..99}.parquet') " diff --git a/clickhouse-cloud/results/aws.1.12.json b/clickhouse-cloud/results/aws.1.12.json index 748e4decf..ff1900229 100644 --- a/clickhouse-cloud/results/aws.1.12.json +++ b/clickhouse-cloud/results/aws.1.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 334.795, - "data_size": 9942499635, + "load_time": 332.280, + "data_size": 9942076748, "result": [ -[0.003, 0.024, 0.020], [0.062, 0.034, 0.021], [0.234, 0.170, 0.160], [0.400, 0.361, 0.337], [1.914, 1.726, 1.974], [3.329, 2.683, 2.452], [0.061, 0.052, 0.053], [0.033, 0.028, 0.029], [1.828, 1.781, 1.672], [3.049, 2.626, 2.623], [0.703, 0.698, 0.637], [0.800, 0.814, 0.785], [2.694, 2.521, 2.601], [4.691, 4.026, 3.977], [3.703, 3.662, 3.734], [1.852, 2.019, 1.879], [15.654, 14.351, 14.157], [6.971, 10.610, 9.950], [25.422, 26.567, 25.391], [0.067, 0.007, 0.007], [4.996, 2.235, 2.127], [5.888, 0.531, 0.465], [6.307, 3.077, 2.870], [2.808, 2.842, 2.700], [1.298, 1.352, 1.349], [0.913, 1.039, 0.926], [1.288, 1.601, 1.358], [4.626, 4.510, 4.912], [38.966, 35.696, 36.820], [0.116, 0.115, 0.115], [1.881, 1.840, 1.827], [2.328, 2.162, 2.196], [16.562, 15.305, 14.940], [15.258, 14.973, 15.435], [14.502, 15.542, 15.273], [1.079, 1.181, 1.113], [0.113, 0.102, 0.106], [0.074, 0.052, 0.052], [0.049, 0.048, 0.046], [0.233, 0.196, 0.185], [0.030, 0.027, 0.036], [0.023, 0.021, 0.024], [0.022, 0.020, 0.018] +[0.002, 0.002, 0.002], [0.026, 0.019, 0.019], [0.156, 0.163, 0.161], [0.273, 0.267, 0.237], [1.340, 1.305, 1.569], [2.830, 2.521, 2.445], [0.054, 0.055, 0.054], [0.028, 0.030, 0.028], [1.889, 1.711, 1.905], [2.331, 2.336, 2.478], [0.907, 0.642, 0.646], [0.792, 0.769, 0.792], [2.333, 2.333, 2.271], [3.860, 4.048, 3.715], [2.951, 2.827, 2.843], [1.455, 1.412, 1.351], [10.661, 6.724, 10.774], [4.501, 8.096, 7.951], [20.378, 18.056, 18.282], [0.063, 0.007, 0.007], [4.568, 2.056, 2.181], [4.847, 0.430, 0.385], [5.691, 2.721, 2.680], [2.897, 2.682, 2.683], [1.377, 1.302, 1.438], [0.839, 0.857, 0.809], [1.259, 1.449, 1.326], [4.238, 4.286, 4.183], [26.303, 25.340, 19.754], [0.118, 0.119, 0.120], [1.911, 1.716, 1.687], [2.564, 2.292, 2.118], [14.767, 14.372, 14.451], [13.695, 13.827, 12.847], [13.924, 14.024, 13.565], [0.745, 0.694, 0.758], [0.088, 0.103, 0.100], [0.047, 0.047, 0.048], [0.046, 0.044, 0.045], [0.190, 0.193, 0.199], [0.028, 0.025, 0.026], [0.024, 0.024, 0.024], [0.020, 0.019, 0.017] ] } diff --git a/clickhouse-cloud/results/aws.1.8.json b/clickhouse-cloud/results/aws.1.8.json index d8208eed1..3548379af 100644 --- a/clickhouse-cloud/results/aws.1.8.json +++ b/clickhouse-cloud/results/aws.1.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 499.920, - "data_size": 9944976229, + "load_time": 460.074, + "data_size": 9942454346, "result": [ -[0.005, 0.002, 0.002], [0.058, 0.038, 0.056], [0.386, 0.412, 0.552], [0.741, 0.717, 0.785], [3.780, 3.454, 3.595], [6.747, 6.979, 6.573], [0.130, 0.115, 0.145], [0.054, 0.068, 0.037], [3.657, 3.749, 3.720], [4.350, 4.739, 4.474], [1.079, 1.083, 1.130], [1.195, 1.547, 1.402], [4.478, 4.313, 4.353], [7.481, 12.024, 7.080], [10.152, 6.952, 6.598], [3.708, 3.825, 3.964], [23.340, 22.613, 22.193], [12.531, 10.857, 9.773], [27.510, 27.315, 26.960], [0.088, 0.010, 0.011], [5.971, 2.294, 2.421], [6.156, 0.523, 0.521], [7.282, 3.152, 3.361], [3.057, 2.899, 2.864], [1.723, 1.516, 1.549], [1.053, 1.043, 1.040], [1.498, 1.484, 1.515], [5.452, 5.169, 4.896], [55.000, 54.614, 54.050], [0.174, 0.166, 0.179], [2.780, 2.775, 2.601], [3.380, 3.388, 3.268], [22.956, 21.806, 21.953], [23.160, 22.610, 23.817], [22.732, 22.505, 21.722], [1.393, 1.289, 1.159], [0.140, 0.150, 0.153], [0.068, 0.068, 0.067], [0.064, 0.061, 0.065], [0.269, 0.271, 0.266], [0.035, 0.029, 0.034], [0.028, 0.031, 0.027], [0.025, 0.022, 0.023] +[0.003, 0.013, 0.017], [0.070, 0.025, 0.025], [0.211, 0.206, 0.206], [0.499, 0.594, 0.486], [2.326, 2.296, 2.276], [4.312, 4.413, 4.655], [0.111, 0.088, 0.066], [0.036, 0.037, 0.035], [3.418, 3.231, 3.218], [3.961, 3.806, 3.788], [1.061, 1.205, 0.990], [1.338, 1.251, 1.181], [3.978, 3.830, 3.754], [10.617, 6.564, 10.456], [4.801, 4.508, 4.726], [2.668, 2.388, 2.195], [16.793, 16.082, 15.920], [12.040, 12.337, 11.715], [29.787, 34.428, 28.761], [0.122, 0.009, 0.008], [7.692, 3.090, 3.078], [9.289, 0.775, 0.514], [6.457, 6.718, 3.076], [5.922, 2.784, 2.659], [1.404, 1.389, 1.382], [0.913, 0.921, 0.915], [1.379, 1.386, 1.381], [4.761, 4.551, 5.097], [29.235, 29.616, 29.264], [0.177, 0.162, 0.166], [2.575, 2.506, 2.436], [3.374, 3.318, 3.212], [19.297, 19.939, 19.947], [20.676, 19.756, 19.953], [19.500, 20.009, 19.911], [1.025, 0.954, 0.958], [0.150, 0.145, 0.147], [0.064, 0.060, 0.064], [0.061, 0.059, 0.059], [0.270, 0.260, 0.285], [0.033, 0.034, 0.032], [0.026, 0.026, 0.024], [0.024, 0.023, 0.022] ] } diff --git a/clickhouse-cloud/results/aws.2.12.json b/clickhouse-cloud/results/aws.2.12.json index ad1c67527..192bce6d5 100644 --- a/clickhouse-cloud/results/aws.2.12.json +++ b/clickhouse-cloud/results/aws.2.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 318.155, - "data_size": 9946120462, + "load_time": 166.977, + "data_size": 9942813536, "result": [ -[0.021, 0.013, 0.039], [0.102, 0.043, 0.225], [0.360, 0.300, 0.287], [0.356, 0.422, 0.218], [1.055, 1.040, 1.026], [2.221, 2.653, 1.866], [0.115, 0.051, 0.051], [0.043, 0.142, 0.037], [2.358, 2.391, 2.109], [2.268, 2.077, 2.307], [0.631, 0.570, 0.489], [0.818, 0.713, 0.618], [2.549, 1.825, 1.830], [4.198, 3.951, 2.743], [2.807, 3.502, 2.802], [1.953, 1.725, 1.664], [6.334, 9.059, 6.298], [7.006, 6.664, 7.313], [17.971, 24.901, 23.878], [0.062, 0.170, 0.007], [12.547, 1.468, 1.455], [5.785, 0.463, 3.810], [19.587, 2.191, 4.475], [32.062, 2.038, 4.260], [1.146, 0.998, 1.046], [0.691, 0.682, 0.688], [0.995, 1.024, 1.061], [3.285, 3.297, 3.365], [43.259, 35.553, 35.500], [0.121, 0.118, 0.238], [2.392, 1.833, 2.171], [5.358, 2.571, 2.479], [14.690, 16.282, 14.550], [15.419, 14.292, 14.038], [14.424, 14.949, 14.887], [1.054, 1.014, 0.973], [0.189, 0.103, 0.104], [0.053, 0.052, 0.049], [0.046, 0.048, 0.047], [0.209, 0.202, 0.195], [0.031, 0.135, 0.031], [0.022, 0.025, 0.022], [0.020, 0.019, 0.018] +[0.003, 0.002, 0.002], [0.197, 0.191, 0.020], [0.230, 0.112, 0.193], [0.325, 0.342, 0.256], [1.350, 1.047, 1.283], [2.524, 2.495, 2.494], [0.118, 0.063, 0.114], [0.120, 0.030, 0.027], [1.480, 2.039, 2.011], [2.762, 2.350, 1.788], [0.784, 0.697, 0.532], [0.887, 0.799, 0.803], [2.576, 1.894, 1.736], [3.809, 3.820, 3.708], [2.735, 2.693, 2.643], [1.505, 1.464, 1.369], [13.525, 7.366, 4.962], [5.466, 4.235, 3.002], [14.185, 17.824, 17.861], [0.175, 0.130, 0.007], [10.366, 7.737, 1.975], [5.034, 0.421, 0.387], [12.162, 1.963, 8.012], [19.481, 2.440, 19.151], [0.962, 1.724, 0.940], [0.626, 0.627, 0.636], [0.948, 0.941, 0.975], [3.218, 15.973, 3.120], [28.637, 19.212, 19.376], [0.276, 0.120, 0.117], [2.442, 1.722, 1.832], [6.210, 2.364, 2.049], [13.162, 16.606, 14.046], [13.431, 13.363, 13.322], [13.635, 13.463, 13.271], [0.730, 0.747, 0.765], [0.104, 0.100, 0.359], [0.051, 0.302, 0.043], [0.044, 0.045, 0.202], [0.339, 0.199, 0.184], [0.273, 0.028, 0.028], [0.024, 0.023, 0.024], [0.101, 0.018, 0.019] ] } diff --git a/clickhouse-cloud/results/aws.2.120.json b/clickhouse-cloud/results/aws.2.120.json index 59543b9c9..ea4a72373 100644 --- a/clickhouse-cloud/results/aws.2.120.json +++ b/clickhouse-cloud/results/aws.2.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 58.345, - "data_size": 9952504953, + "load_time": 19.262, + "data_size": 9955005074, "result": [ -[0.002, 0.002, 0.002], [0.017, 0.367, 0.013], [0.024, 0.023, 0.024], [0.432, 0.037, 0.036], [0.201, 0.194, 0.181], [0.249, 0.227, 0.389], [0.013, 0.013, 0.014], [0.017, 0.089, 0.016], [0.246, 0.233, 0.443], [0.294, 0.438, 0.274], [0.128, 0.208, 0.118], [0.138, 0.136, 0.133], [0.445, 0.270, 0.265], [0.384, 0.424, 0.395], [0.433, 0.321, 0.321], [0.228, 0.213, 0.202], [0.754, 0.782, 0.746], [0.571, 0.623, 0.648], [1.496, 1.702, 1.364], [0.073, 0.005, 0.005], [1.150, 0.409, 0.218], [0.439, 0.446, 0.064], [0.526, 1.410, 0.303], [0.403, 0.396, 0.397], [0.139, 0.139, 0.139], [0.105, 0.102, 0.104], [0.133, 0.137, 0.135], [0.396, 0.404, 0.473], [4.376, 3.591, 3.705], [0.037, 0.036, 0.036], [0.255, 0.570, 0.267], [0.376, 0.374, 0.989], [1.338, 1.151, 1.365], [1.085, 1.110, 1.138], [1.097, 1.072, 1.100], [0.184, 0.181, 0.155], [0.138, 0.039, 0.049], [0.029, 0.026, 0.026], [0.186, 0.029, 0.029], [0.067, 0.265, 0.068], [0.203, 0.018, 0.017], [0.017, 0.167, 0.017], [0.015, 0.013, 0.014] +[0.003, 0.002, 0.002], [0.366, 0.200, 0.112], [0.189, 0.193, 0.024], [0.210, 0.036, 0.036], [0.215, 0.177, 0.202], [0.364, 0.240, 0.239], [0.112, 0.014, 0.014], [0.126, 0.016, 0.015], [0.382, 0.235, 0.246], [0.620, 0.307, 0.291], [0.217, 0.217, 0.133], [0.209, 0.137, 0.308], [0.323, 0.432, 0.362], [0.458, 0.374, 0.466], [0.345, 0.390, 0.268], [0.209, 0.174, 0.212], [0.672, 0.579, 0.617], [0.534, 0.507, 0.468], [1.362, 1.381, 1.171], [0.059, 0.114, 0.006], [0.899, 1.021, 0.215], [0.428, 0.427, 0.060], [0.934, 1.087, 0.270], [35.841, 9.329, 0.402], [0.166, 0.138, 0.160], [0.107, 0.102, 0.102], [0.133, 0.134, 0.135], [0.457, 0.390, 0.395], [2.959, 1.980, 2.384], [0.162, 0.037, 0.036], [0.445, 0.332, 0.252], [0.723, 0.636, 0.340], [1.310, 1.656, 1.148], [1.062, 1.001, 1.023], [1.008, 1.010, 1.000], [0.136, 0.160, 0.122], [0.305, 0.053, 0.191], [0.028, 0.031, 0.033], [0.109, 0.031, 0.033], [0.188, 0.206, 0.081], [0.173, 0.019, 0.017], [0.187, 0.155, 0.019], [0.015, 0.015, 0.014] ] } diff --git a/clickhouse-cloud/results/aws.2.16.json b/clickhouse-cloud/results/aws.2.16.json index 903f8a2da..23d60a427 100644 --- a/clickhouse-cloud/results/aws.2.16.json +++ b/clickhouse-cloud/results/aws.2.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 240.639, - "data_size": 9941146231, + "load_time": 132.157, + "data_size": 9944918013, "result": [ -[0.002, 0.002, 0.002], [0.508, 0.023, 0.055], [0.603, 0.093, 0.095], [0.448, 0.165, 0.173], [0.799, 1.304, 0.806], [1.578, 1.438, 1.333], [0.041, 0.042, 0.106], [0.024, 0.083, 0.025], [1.204, 1.190, 1.063], [1.808, 1.742, 1.592], [0.500, 0.387, 0.382], [0.582, 0.570, 0.472], [1.814, 1.404, 1.673], [2.994, 2.650, 2.562], [2.260, 2.004, 1.913], [1.491, 1.026, 1.009], [4.668, 4.787, 5.718], [3.471, 4.751, 4.420], [9.635, 12.849, 13.213], [0.051, 0.006, 0.007], [3.248, 9.322, 1.094], [2.826, 3.603, 0.289], [4.074, 2.121, 1.926], [28.951, 1.456, 1.441], [0.723, 0.747, 1.045], [0.596, 0.599, 0.498], [0.739, 0.932, 0.734], [2.488, 3.068, 2.411], [33.978, 28.139, 32.018], [0.337, 0.092, 0.091], [1.327, 2.399, 1.379], [3.773, 2.090, 2.011], [12.764, 11.078, 11.900], [12.661, 6.703, 6.703], [6.515, 11.378, 6.630], [0.823, 0.859, 0.718], [0.297, 0.085, 0.078], [0.190, 0.043, 0.044], [0.043, 0.153, 0.042], [0.239, 0.135, 0.133], [0.177, 0.024, 0.023], [0.022, 0.126, 0.020], [0.134, 0.019, 0.024] +[0.002, 0.002, 0.002], [0.244, 0.021, 0.022], [0.341, 0.227, 0.109], [0.374, 0.328, 0.225], [0.929, 0.919, 1.029], [1.917, 1.769, 1.739], [0.132, 0.043, 0.040], [0.025, 0.023, 0.072], [1.344, 1.287, 1.277], [1.694, 1.572, 1.553], [0.575, 0.379, 0.430], [0.630, 0.473, 0.459], [1.540, 1.225, 1.586], [2.005, 2.583, 3.023], [2.010, 1.653, 1.432], [1.077, 1.006, 1.006], [4.835, 3.424, 3.483], [2.231, 2.756, 2.164], [10.254, 6.279, 9.419], [0.100, 0.101, 0.006], [8.046, 4.472, 1.504], [2.758, 0.245, 3.706], [8.839, 1.895, 1.857], [9.975, 1.446, 1.437], [0.875, 0.695, 0.686], [0.476, 0.628, 0.477], [0.684, 0.998, 0.721], [2.584, 9.591, 2.335], [15.795, 21.512, 14.504], [0.105, 0.104, 0.103], [2.535, 1.402, 1.281], [3.958, 1.629, 1.607], [10.475, 10.714, 14.315], [6.097, 6.066, 10.496], [6.009, 10.268, 6.243], [0.617, 0.514, 0.546], [0.081, 0.081, 0.081], [0.292, 0.040, 0.042], [0.042, 0.044, 0.163], [0.139, 0.282, 0.139], [0.023, 0.023, 0.230], [0.182, 0.022, 0.021], [0.218, 0.016, 0.016] ] } diff --git a/clickhouse-cloud/results/aws.2.236.json b/clickhouse-cloud/results/aws.2.236.json index 6db280e7d..2d256947f 100644 --- a/clickhouse-cloud/results/aws.2.236.json +++ b/clickhouse-cloud/results/aws.2.236.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 236GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 55.262, - "data_size": 9952463416, + "load_time": 11.130, + "data_size": 9953134725, "result": [ -[0.002, 0.002, 0.002], [0.018, 0.472, 0.016], [0.220, 0.023, 0.022], [0.217, 0.027, 0.028], [0.124, 0.115, 0.110], [0.312, 0.168, 0.292], [0.015, 0.015, 0.015], [0.131, 0.019, 0.018], [0.409, 0.332, 0.293], [0.308, 0.361, 0.313], [0.295, 0.100, 0.109], [0.203, 0.110, 0.099], [0.233, 0.196, 0.162], [0.253, 0.259, 0.278], [0.227, 0.216, 0.312], [0.123, 0.118, 0.118], [0.470, 0.400, 0.469], [0.283, 0.299, 0.312], [1.024, 0.716, 0.721], [0.016, 0.005, 0.063], [0.797, 0.146, 0.155], [0.281, 0.054, 0.051], [0.707, 0.365, 0.200], [0.403, 0.315, 0.295], [0.099, 0.100, 0.100], [0.069, 0.080, 0.079], [0.100, 0.100, 0.100], [0.358, 0.268, 0.269], [2.327, 1.973, 1.901], [0.258, 0.042, 0.041], [0.191, 0.184, 0.191], [0.637, 0.258, 0.230], [0.979, 0.835, 0.843], [0.807, 0.772, 0.762], [0.732, 0.741, 0.793], [0.099, 0.101, 0.092], [0.172, 0.047, 0.050], [0.031, 0.031, 0.030], [0.031, 0.031, 0.131], [0.197, 0.081, 0.082], [0.019, 0.019, 0.185], [0.019, 0.018, 0.018], [0.015, 0.015, 0.015] +[0.004, 0.004, 0.002], [0.363, 0.179, 0.066], [0.140, 0.021, 0.222], [0.243, 0.026, 0.171], [0.128, 0.126, 0.111], [0.333, 0.250, 0.152], [0.140, 0.014, 0.015], [0.018, 0.017, 0.017], [0.376, 0.488, 0.292], [0.306, 0.394, 0.314], [0.266, 0.247, 0.110], [0.310, 0.245, 0.107], [0.274, 0.396, 0.371], [0.262, 0.230, 0.227], [0.237, 0.451, 0.176], [0.317, 0.091, 0.091], [0.389, 0.347, 0.347], [0.237, 0.340, 0.280], [0.780, 0.600, 0.807], [0.047, 0.070, 0.005], [0.539, 0.148, 0.135], [0.278, 0.660, 0.048], [0.527, 0.178, 0.178], [15.388, 21.240, 0.304], [0.093, 0.094, 0.092], [0.081, 0.081, 0.079], [0.093, 0.092, 0.096], [0.278, 0.279, 0.287], [1.461, 1.066, 1.064], [0.231, 0.261, 0.038], [0.366, 0.185, 0.448], [0.612, 0.588, 0.276], [0.877, 0.875, 0.861], [0.668, 0.686, 0.742], [0.718, 0.701, 0.664], [0.071, 0.065, 0.075], [0.158, 0.042, 0.042], [0.026, 0.200, 0.028], [0.138, 0.027, 0.177], [0.278, 0.073, 0.182], [0.160, 0.018, 0.018], [0.202, 0.233, 0.018], [0.014, 0.014, 0.014] ] } diff --git a/clickhouse-cloud/results/aws.2.32.json b/clickhouse-cloud/results/aws.2.32.json index bbbbd94a5..791da7d5d 100644 --- a/clickhouse-cloud/results/aws.2.32.json +++ b/clickhouse-cloud/results/aws.2.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 106.553, - "data_size": 9946797199, + "load_time": 63.341, + "data_size": 9945729613, "result": [ -[0.002, 0.003, 0.019], [0.215, 0.016, 0.015], [0.514, 0.056, 0.082], [0.233, 0.085, 0.104], [0.595, 0.516, 0.481], [0.837, 0.831, 0.826], [0.100, 0.024, 0.024], [0.018, 0.018, 0.018], [0.622, 0.539, 0.640], [0.690, 0.947, 0.705], [0.322, 0.247, 0.243], [0.299, 0.289, 0.287], [0.731, 0.748, 0.786], [1.182, 1.041, 1.151], [0.994, 1.018, 1.097], [0.690, 0.513, 0.594], [2.339, 2.649, 2.408], [1.565, 1.523, 1.559], [4.590, 4.638, 4.693], [0.029, 0.099, 0.005], [4.438, 0.578, 0.568], [1.428, 0.135, 0.134], [1.833, 5.340, 0.800], [1.721, 37.517, 0.892], [0.424, 0.405, 0.403], [0.286, 0.260, null], [0.406, 0.401, 0.422], [1.428, 1.267, 1.201], [15.666, 13.090, 13.337], [0.404, 0.060, 0.060], [0.723, 1.351, 0.750], [2.051, 1.046, 0.920], [3.845, 2.711, 2.520], [3.213, 3.252, 3.183], [3.144, 3.294, 5.668], [0.458, 0.469, 0.451], [0.196, 0.050, 0.047], [0.150, 0.031, 0.031], [0.032, 0.030, 0.139], [0.081, 0.083, 0.206], [0.167, 0.018, 0.018], [0.017, 0.128, 0.018], [0.016, 0.120, 0.017] +[0.002, 0.002, 0.002], [0.204, 0.264, 0.078], [0.185, 0.156, 0.052], [0.244, 0.206, 0.090], [0.575, 0.488, 0.589], [0.886, 0.814, 0.845], [0.120, 0.022, 0.022], [0.084, 0.076, 0.017], [0.947, 0.658, 0.620], [0.713, 0.704, 0.704], [0.270, 0.329, 0.192], [0.332, 0.334, 0.236], [0.757, 0.731, 0.728], [1.157, 1.050, 1.059], [1.100, 0.915, 0.779], [0.521, 0.548, 0.408], [2.105, 2.353, 1.897], [1.232, 1.333, 1.308], [3.706, 3.954, 3.470], [0.113, 0.006, 0.107], [4.445, 0.575, 2.419], [1.543, 0.142, 1.411], [4.475, 0.777, 0.774], [16.771, 22.285, 0.910], [0.407, 0.395, 0.448], [0.301, 0.290, 0.272], [0.435, 0.389, 0.383], [1.342, 1.224, 1.303], [10.154, 8.746, 8.222], [0.056, 0.056, 0.064], [0.790, 0.715, 0.731], [2.597, 1.210, 1.056], [3.163, 3.809, 2.551], [3.243, 3.076, 3.309], [3.324, 6.571, 3.173], [0.408, 0.387, 0.385], [0.266, 0.049, 0.051], [0.338, 0.030, 0.032], [0.030, 0.029, 0.153], [0.464, 0.083, 0.084], [0.018, 0.017, 0.186], [0.017, 0.130, 0.017], [0.015, 0.216, 0.016] ] } diff --git a/clickhouse-cloud/results/aws.2.64.json b/clickhouse-cloud/results/aws.2.64.json index b3ce08757..62ec8288f 100644 --- a/clickhouse-cloud/results/aws.2.64.json +++ b/clickhouse-cloud/results/aws.2.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 59.979, - "data_size": 9937891951, + "load_time": 31.541, + "data_size": 9943326891, "result": [ -[0.003, 0.002, 0.002], [0.015, 0.013, 0.251], [0.271, 0.033, 0.034], [0.052, 0.211, 0.053], [0.253, 0.252, 0.252], [0.529, 0.404, 0.426], [0.107, 0.017, 0.017], [0.052, 0.016, 0.015], [0.546, 0.372, 0.346], [0.417, 0.437, 0.437], [0.156, 0.250, 0.159], [0.287, 0.185, 0.182], [0.469, 0.412, 0.422], [0.628, 0.595, 0.638], [0.547, 0.661, 0.627], [0.289, 0.254, 0.292], [1.137, 1.121, 1.161], [0.819, 0.822, 0.892], [2.728, 2.296, 2.522], [0.018, 0.076, 0.005], [2.043, 0.322, 0.687], [0.747, 0.085, 0.085], [0.915, 2.539, 0.460], [0.531, 32.647, 0.523], [0.214, 0.224, 0.212], [0.163, 0.161, 0.168], [0.212, 0.211, 0.247], [0.658, 0.676, 0.676], [8.167, 7.159, 7.021], [0.043, 0.043, 0.042], [0.679, 0.418, 0.415], [0.548, 0.525, 1.293], [1.625, 1.911, 1.361], [1.685, 1.907, 1.784], [1.873, 1.774, 1.789], [0.389, 0.242, 0.278], [0.040, 0.267, 0.043], [0.026, 0.030, 0.141], [0.120, 0.027, 0.029], [0.071, 0.280, 0.068], [0.019, 0.019, 0.237], [0.114, 0.016, 0.017], [0.013, 0.013, 0.194] +[0.002, 0.002, 0.002], [0.231, 0.194, 0.013], [0.185, 0.032, 0.200], [0.158, 0.048, 0.173], [0.270, 0.290, 0.238], [0.522, 0.419, 0.528], [0.132, 0.019, 0.018], [0.157, 0.068, 0.014], [0.401, 0.450, 0.322], [0.528, 0.414, 0.385], [0.262, 0.250, 0.189], [0.265, 0.186, 0.181], [0.506, 0.433, 0.340], [0.929, 0.603, 0.613], [0.574, 0.485, 0.528], [0.263, 0.225, 0.221], [0.972, 0.910, 1.072], [0.659, 0.716, 0.611], [1.962, 2.034, 1.650], [0.043, 0.007, 0.066], [1.265, 1.377, 0.341], [0.743, 0.782, 0.083], [1.638, 0.454, 0.438], [26.734, 18.809, 0.531], [0.196, 0.197, 0.201], [0.138, 0.140, 0.137], [0.202, 0.208, 0.198], [0.697, 0.652, 0.660], [4.482, 3.890, 4.550], [0.111, 0.046, 0.043], [0.673, 0.513, 0.386], [0.877, 1.203, 0.606], [1.562, 1.690, 1.707], [1.757, 1.718, 1.817], [1.783, 1.806, 1.841], [0.186, 0.212, 0.222], [0.461, 0.053, 0.039], [0.029, 0.028, 0.028], [0.028, 0.211, 0.036], [0.070, 0.071, 0.064], [0.016, 0.016, 0.270], [0.174, 0.017, 0.016], [0.280, 0.013, 0.016] ] } diff --git a/clickhouse-cloud/results/aws.2.8.json b/clickhouse-cloud/results/aws.2.8.json index 903b3b956..6da4ad36e 100644 --- a/clickhouse-cloud/results/aws.2.8.json +++ b/clickhouse-cloud/results/aws.2.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 482.483, - "data_size": 9943634620, + "load_time": 246.613, + "data_size": 9943582369, "result": [ -[0.002, 0.015, 0.002], [0.033, 0.163, 0.046], [0.260, 0.282, 0.189], [0.447, 0.455, 0.465], [1.982, 2.507, 2.398], [3.342, 4.586, 4.365], [0.139, 0.073, 0.072], [0.036, 0.036, 0.035], [3.239, 3.474, 3.383], [4.058, 3.170, 4.218], [1.153, 0.839, 0.733], [1.526, 0.977, 0.954], [2.647, 4.515, 4.479], [4.155, 6.671, 7.050], [5.674, 4.223, 5.646], [2.962, 2.958, 2.868], [19.511, 14.962, 14.324], [17.144, 14.839, 14.768], [30.210, 31.285, 25.850], [0.085, 0.214, 0.010], [5.179, 18.508, 2.437], [5.715, 0.537, 0.509], [21.309, 6.538, 3.046], [28.008, 2.904, 2.873], [1.754, 1.449, 1.448], [1.002, 0.992, 0.961], [1.479, 1.429, 1.523], [4.922, 4.922, 4.738], [54.170, 64.798, 53.582], [0.165, 0.242, 0.165], [2.599, 3.613, 2.488], [3.691, 3.482, 3.215], [20.351, 20.255, 19.727], [21.343, 22.225, 22.050], [21.317, 21.526, 21.630], [1.527, 1.487, 1.348], [0.175, 0.146, 0.155], [0.065, 0.066, 0.066], [0.070, 0.066, 0.061], [0.296, 0.430, 0.268], [0.035, 0.033, 0.033], [0.028, 0.157, 0.026], [0.026, 0.023, 0.024] +[0.002, 0.002, 0.002], [0.222, 0.612, 0.025], [0.283, 0.355, 0.244], [0.550, 0.309, 0.762], [2.264, 1.600, 2.605], [4.132, 4.083, 3.927], [0.179, 0.068, 0.091], [0.207, 0.039, 0.039], [2.328, 2.159, 3.465], [2.835, 4.159, 2.448], [0.819, 0.721, 1.131], [0.935, 1.380, 1.394], [2.640, 2.533, 2.456], [7.268, 10.928, 6.669], [5.223, 4.999, 4.888], [2.812, 1.603, 2.305], [11.065, 17.712, 16.872], [13.359, 13.011, 13.378], [33.968, 32.850, 21.115], [0.212, 0.009, 0.009], [15.370, 14.605, 5.220], [5.418, 24.427, 0.477], [22.461, 6.720, 2.961], [3.717, 2.677, 2.695], [2.002, 1.407, 1.428], [0.947, 0.916, 0.937], [1.421, 1.704, 1.441], [4.895, 4.770, 4.786], [43.963, 29.321, 29.346], [0.338, 0.161, 0.161], [2.985, 3.741, 2.556], [8.530, 3.757, 3.503], [19.031, 19.088, 21.334], [21.434, 20.282, 20.641], [20.765, 19.697, 20.552], [1.205, 1.209, 1.013], [0.403, 0.180, 0.142], [0.070, 0.089, 0.063], [0.192, 0.059, 0.061], [0.285, 0.320, 0.292], [0.173, 0.039, 0.032], [0.029, 0.179, 0.026], [0.025, 0.023, 0.025] ] } diff --git a/clickhouse-cloud/results/aws.3.12.json b/clickhouse-cloud/results/aws.3.12.json index c672b2538..02bed59aa 100644 --- a/clickhouse-cloud/results/aws.3.12.json +++ b/clickhouse-cloud/results/aws.3.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 316.908, - "data_size": 9941060505, + "load_time": 113.592, + "data_size": 9941058564, "result": [ -[0.002, 0.002, 0.002], [0.092, 0.061, 0.386], [0.273, 0.167, 0.118], [0.393, 0.327, 0.477], [1.745, 1.967, 1.042], [2.388, 2.428, 2.135], [0.138, 0.050, 0.050], [0.030, 0.098, 0.027], [1.390, 1.615, 1.242], [1.652, 1.664, 1.668], [0.575, 0.596, 0.540], [0.662, 0.624, 0.589], [1.773, 2.661, 1.846], [2.537, 2.627, 2.696], [2.558, 2.342, 3.638], [1.246, 1.180, 1.789], [14.297, 5.840, 8.897], [4.372, 6.715, 5.015], [18.529, 15.821, 16.099], [0.071, 0.168, 0.007], [4.809, 12.706, 1.479], [7.752, 0.320, 0.407], [12.630, 1.979, 1.942], [32.115, 31.216, 18.811], [1.042, 1.318, 1.208], [0.677, 0.663, 0.645], [0.962, 1.007, 0.947], [3.087, 3.319, 3.082], [40.769, 34.823, 34.592], [0.264, 0.111, 0.110], [1.887, 2.166, 1.887], [5.193, 2.691, 3.577], [17.464, 13.874, 14.055], [14.064, 13.148, 13.642], [14.446, 13.467, 14.196], [0.972, 0.931, 0.982], [0.165, 0.104, 0.100], [0.186, 0.050, 0.135], [0.046, 0.048, 0.050], [0.204, 0.195, 0.348], [0.181, 0.029, 0.027], [0.021, 0.021, 0.093], [0.019, 0.018, 0.018] +[0.002, 0.028, 0.002], [0.184, 0.126, 0.133], [0.210, 0.124, 0.324], [0.407, 0.346, 0.268], [1.996, 1.023, 0.984], [1.979, 2.443, 1.825], [0.117, 0.095, 0.050], [0.093, 0.027, 0.185], [2.111, 1.492, 1.264], [1.823, 1.569, 2.450], [0.981, 0.691, 0.579], [0.953, 0.633, 0.753], [1.645, 1.668, 1.725], [2.599, 4.242, 2.599], [3.225, 3.208, 2.118], [1.057, 1.040, 0.991], [7.530, 4.943, 7.079], [7.793, 7.198, 7.201], [18.811, 14.308, 12.200], [0.164, 0.187, 0.122], [9.899, 9.726, 1.446], [4.445, 0.318, 3.840], [13.954, 1.923, 7.933], [39.795, 8.793, 19.177], [1.185, 1.150, 0.946], [0.624, 0.626, 0.699], [0.935, 0.954, 0.937], [3.088, 3.114, 3.011], [27.100, 19.516, 19.555], [0.330, 0.180, 0.114], [1.850, 2.373, 1.879], [6.636, 2.574, 4.730], [16.930, 13.869, 16.598], [13.520, 13.296, 13.397], [14.067, 14.065, 12.980], [0.747, 0.733, 0.682], [0.221, 0.122, 0.102], [0.140, 0.052, 0.084], [0.078, 0.066, 0.045], [0.203, 0.198, 0.196], [0.196, 0.184, 0.026], [0.108, 0.021, 0.095], [0.020, 0.020, 0.019] ] } diff --git a/clickhouse-cloud/results/aws.3.120.json b/clickhouse-cloud/results/aws.3.120.json index ca3858fe2..2fd697f07 100644 --- a/clickhouse-cloud/results/aws.3.120.json +++ b/clickhouse-cloud/results/aws.3.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 59.832, - "data_size": 9936791046, + "load_time": 13.182, + "data_size": 9951788312, "result": [ -[0.002, 0.002, 0.002], [0.442, 0.050, 0.050], [0.134, 0.392, 0.027], [0.353, 0.034, 0.034], [0.270, 0.202, 0.178], [0.372, 0.280, 0.276], [0.015, 0.015, 0.129], [0.075, 0.015, 0.050], [0.424, 0.350, 0.246], [0.307, 0.300, 0.394], [0.258, 0.182, 0.124], [0.277, 0.147, 0.125], [0.377, 0.310, 0.284], [0.477, 0.468, 0.419], [0.456, 0.593, 0.372], [0.215, 0.174, 0.256], [0.782, 0.718, 0.787], [0.630, 0.558, 0.585], [1.684, 1.402, 1.540], [0.091, 0.075, 0.015], [1.326, 0.916, 0.187], [0.451, 0.451, 0.060], [1.477, 0.530, 0.259], [36.169, 0.410, 22.395], [0.143, 0.143, 0.140], [0.107, 0.102, 0.106], [0.139, 0.143, 0.143], [0.424, 0.395, 0.377], [4.494, 3.749, 3.708], [0.036, 0.036, 0.035], [0.411, 0.270, 0.245], [0.366, 0.354, 0.329], [2.204, 1.636, 1.617], [1.125, 1.177, 1.098], [1.052, 1.127, 1.060], [0.161, 0.189, 0.137], [0.041, 0.046, 0.042], [0.215, 0.031, 0.126], [0.121, 0.087, 0.033], [0.073, 0.072, 0.164], [0.149, 0.088, 0.021], [0.017, 0.017, 0.186], [0.098, 0.113, 0.014] +[0.002, 0.002, 0.004], [0.469, 0.355, 0.283], [0.169, 0.172, 0.024], [0.246, 0.173, 0.036], [0.272, 0.195, 0.170], [0.367, 0.341, 0.246], [0.146, 0.013, 0.119], [0.086, 0.015, 0.015], [0.345, 0.276, 0.256], [0.345, 0.375, 0.265], [0.231, 0.237, 0.127], [0.242, 0.214, 0.301], [0.332, 0.369, 0.248], [0.526, 0.473, 0.424], [0.387, 0.400, 0.316], [0.202, 0.253, 0.202], [0.684, 0.666, 0.649], [0.446, 0.530, 0.447], [1.493, 1.101, 1.184], [0.074, 0.073, 0.071], [0.876, 0.969, 0.687], [0.414, 0.437, 0.055], [1.150, 0.281, 0.679], [15.190, 32.432, 0.384], [0.137, 0.136, 0.138], [0.110, 0.107, 0.101], [0.138, 0.133, 0.133], [0.419, 0.381, 0.346], [2.831, 2.218, 2.185], [0.062, 0.273, 0.035], [0.419, 0.382, 0.241], [0.935, 0.336, 0.880], [1.332, 1.523, 1.541], [1.074, 1.002, 0.976], [0.937, 1.046, 0.995], [0.148, 0.133, 0.139], [0.161, 0.048, 0.047], [0.172, 0.028, 0.031], [0.134, 0.215, 0.028], [0.165, 0.235, 0.115], [0.217, 0.192, 0.018], [0.133, 0.157, 0.017], [0.013, 0.016, 0.015] ] } diff --git a/clickhouse-cloud/results/aws.3.16.json b/clickhouse-cloud/results/aws.3.16.json index 03d14e21d..d12aaabc9 100644 --- a/clickhouse-cloud/results/aws.3.16.json +++ b/clickhouse-cloud/results/aws.3.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 219.069, - "data_size": 9940380641, + "load_time": 91.457, + "data_size": 9942756268, "result": [ -[0.005, 0.018, 0.002], [0.184, 0.042, 0.018], [0.227, 0.184, 0.114], [0.407, 0.393, 0.166], [0.816, 1.228, 0.777], [1.447, 1.435, 1.598], [0.112, 0.111, 0.039], [0.024, 0.151, 0.024], [1.246, 1.208, 1.125], [1.454, 1.204, 1.328], [0.440, 0.486, 0.454], [0.543, 0.501, 0.570], [1.514, 1.312, 1.247], [1.835, 2.651, 1.990], [1.855, 1.824, 1.687], [1.195, 1.171, 0.954], [4.033, 5.512, 3.968], [2.950, 4.184, 3.047], [13.120, 8.136, 16.729], [0.047, 0.136, 0.006], [3.033, 9.325, 1.063], [5.952, 3.450, 2.724], [4.115, 9.524, 1.468], [34.905, 1.889, 1.462], [0.732, 0.819, 0.887], [0.602, 0.492, 0.487], [0.730, 0.717, 0.894], [2.369, 2.378, 2.492], [31.312, 30.555, 26.169], [0.615, 0.088, 0.089], [1.302, 2.459, 1.743], [1.925, 4.138, 2.911], [11.568, 10.766, 11.708], [12.250, 10.766, 6.178], [6.293, 10.552, 6.106], [0.801, 0.864, 0.702], [0.286, 0.312, 0.078], [0.157, 0.040, 0.100], [0.130, 0.043, 0.148], [0.141, 0.143, 0.142], [0.169, 0.022, 0.022], [0.138, 0.137, 0.021], [0.132, 0.019, 0.016] +[0.002, 0.002, 0.007], [0.204, 0.019, 0.019], [0.237, 0.431, 0.204], [0.350, 0.300, 0.294], [1.199, 1.117, 0.799], [2.017, 1.981, 1.386], [0.083, 0.106, 0.051], [0.025, 0.055, 0.125], [1.461, 1.109, 1.256], [1.510, 1.187, 1.567], [0.462, 0.467, 0.437], [0.525, 0.581, 0.501], [1.452, 1.276, 1.451], [2.063, 1.936, 2.097], [1.835, 1.504, 1.418], [0.891, 0.865, 0.740], [3.440, 3.242, 3.323], [2.265, 2.358, 2.958], [10.725, 6.158, 8.306], [0.113, 0.006, 0.166], [9.419, 3.537, 1.332], [3.424, 5.378, 0.273], [5.582, 9.125, 1.465], [46.354, 1.406, 33.764], [0.696, 0.893, 0.688], [0.460, 0.643, 0.469], [0.689, 0.685, 0.703], [2.269, 2.214, 6.177], [14.094, 21.262, 17.001], [0.344, 0.146, 0.089], [1.717, 1.243, 1.253], [5.228, 1.643, 1.518], [10.888, 13.887, 11.893], [6.033, 10.294, 5.763], [6.185, 10.382, 6.289], [0.600, 0.512, 0.503], [0.158, 0.080, 0.212], [0.246, 0.039, 0.040], [0.041, 0.042, 0.219], [0.138, 0.137, 0.138], [0.022, 0.228, 0.023], [0.060, 0.020, 0.144], [0.119, 0.016, 0.016] ] } diff --git a/clickhouse-cloud/results/aws.3.236.json b/clickhouse-cloud/results/aws.3.236.json index dddca329a..2ff9d9ec8 100644 --- a/clickhouse-cloud/results/aws.3.236.json +++ b/clickhouse-cloud/results/aws.3.236.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 236GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 55.196, - "data_size": 9947181162, + "load_time": 11.180, + "data_size": 9951825714, "result": [ -[0.002, 0.002, 0.002], [0.373, 0.319, 0.068], [0.182, 0.024, 0.173], [0.222, 0.169, 0.026], [0.126, 0.111, 0.109], [0.319, 0.173, 0.160], [0.015, 0.015, 0.016], [0.100, 0.072, 0.017], [0.293, 0.490, 0.277], [0.321, 0.312, 0.421], [0.239, 0.206, 0.110], [0.233, 0.100, 0.118], [0.347, 0.154, 0.293], [0.266, 0.232, 0.237], [0.298, 0.232, 0.214], [0.127, 0.122, 0.130], [0.420, 0.443, 0.430], [0.256, 0.257, 0.251], [1.090, 0.954, 1.021], [0.062, 0.051, 0.004], [0.747, 1.154, 0.148], [0.294, 0.286, 0.050], [0.360, 0.202, 0.201], [34.107, 0.416, 22.148], [0.094, 0.090, 0.089], [0.066, 0.064, 0.067], [0.091, 0.089, 0.090], [0.283, 0.307, 0.269], [1.943, 2.473, 1.943], [0.044, 0.042, 0.041], [0.446, 0.180, 0.170], [0.253, 0.679, 0.225], [0.972, 1.246, 0.821], [0.791, 0.789, 0.801], [0.785, 0.761, 0.725], [0.495, 0.098, 0.092], [0.250, 0.042, 0.220], [0.135, 0.027, 0.029], [0.029, 0.028, 0.120], [0.327, 0.072, 0.200], [0.017, 0.153, 0.080], [0.132, 0.017, 0.017], [0.118, 0.013, 0.014] +[0.002, 0.004, 0.002], [0.129, 0.378, 0.015], [0.273, 0.169, 0.093], [0.188, 0.026, 0.026], [0.122, 0.250, 0.196], [0.305, 0.323, 0.154], [0.124, 0.178, 0.014], [0.017, 0.017, 0.017], [0.377, 0.296, 0.486], [0.506, 0.409, 0.304], [0.271, 0.224, 0.106], [0.422, 0.364, 0.097], [0.332, 0.306, 0.372], [0.336, 0.255, 0.230], [0.364, 0.174, 0.286], [0.212, 0.101, 0.093], [0.437, 0.379, 0.450], [0.444, 0.273, 0.314], [0.967, 0.872, 0.603], [0.067, 0.068, 0.005], [0.800, 0.127, 0.135], [0.558, 0.276, 0.050], [0.686, 0.653, 0.502], [21.129, 0.302, 25.936], [0.094, 0.242, 0.107], [0.081, 0.073, 0.078], [0.103, 0.099, 0.091], [0.277, 0.267, 0.268], [1.207, 1.726, 1.119], [0.129, 0.255, 0.037], [0.267, 0.482, 0.171], [0.763, 0.239, 0.242], [1.212, 1.070, 0.682], [0.740, 0.689, 0.764], [0.657, 0.715, 0.762], [0.070, 0.067, 0.065], [0.162, 0.107, 0.045], [0.150, 0.028, 0.030], [0.095, 0.029, 0.029], [0.222, 0.167, 0.073], [0.194, 0.019, 0.019], [0.180, 0.142, 0.017], [0.014, 0.014, 0.014] ] } diff --git a/clickhouse-cloud/results/aws.3.32.json b/clickhouse-cloud/results/aws.3.32.json index 00a84c19e..878a2a5c8 100644 --- a/clickhouse-cloud/results/aws.3.32.json +++ b/clickhouse-cloud/results/aws.3.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 109.124, - "data_size": 9945232800, + "load_time": 43.191, + "data_size": 9946345901, "result": [ -[0.002, 0.002, 0.025], [0.657, 0.061, 0.020], [0.076, 0.520, 0.208], [0.121, 0.223, 0.219], [0.497, 0.649, 0.490], [0.838, 0.887, 0.897], [0.027, 0.029, 0.093], [0.081, 0.018, 0.017], [0.623, 0.579, 0.654], [0.703, 0.680, 0.620], [0.261, 0.332, 0.357], [0.406, 0.307, 0.376], [0.762, 0.815, 0.711], [1.201, 1.071, 1.104], [1.097, 1.100, 1.071], [0.605, 0.472, 0.455], [2.258, 2.071, 2.741], [1.694, 1.746, 1.507], [4.246, 4.761, 4.793], [0.102, 0.006, 0.028], [1.397, 0.648, 4.091], [1.379, 1.597, 3.126], [1.824, 4.423, 0.778], [36.830, 0.923, 0.819], [0.434, 0.418, 0.918], [0.307, 0.297, 0.277], [0.400, 0.439, 0.395], [1.242, 1.185, 1.183], [15.532, 14.357, 14.866], [0.281, 0.142, 0.059], [1.303, 0.974, 0.688], [2.056, 0.890, 1.462], [3.993, 2.752, 2.741], [3.212, 5.721, 3.269], [3.256, 3.285, 3.250], [0.386, 0.376, 0.374], [0.049, 0.225, 0.050], [0.136, 0.130, 0.029], [0.184, 0.030, 0.081], [0.083, 0.215, 0.079], [0.138, 0.017, 0.106], [0.157, 0.017, 0.187], [0.144, 0.078, 0.016] +[0.002, 0.002, 0.002], [0.172, 0.341, 0.014], [0.178, 0.052, 0.054], [0.280, 0.205, 0.088], [0.708, 0.593, 0.490], [0.984, 0.905, 0.680], [0.204, 0.122, 0.024], [0.105, 0.018, 0.124], [0.664, 0.599, 0.503], [0.682, 0.940, 0.618], [0.299, 0.336, 0.194], [0.354, 0.357, 0.336], [0.805, 0.665, 0.622], [1.170, 1.035, 1.115], [1.073, 0.841, 0.717], [0.564, 0.504, 0.511], [1.815, 1.828, 1.719], [1.480, 1.076, 1.034], [3.615, 2.966, 3.052], [0.140, 0.129, 0.145], [3.394, 3.736, 0.583], [1.402, 1.955, 1.585], [5.286, 0.776, 2.352], [46.367, 16.469, 13.169], [0.389, 0.370, 0.366], [0.248, 0.287, 0.254], [0.367, 0.713, 0.408], [1.208, 4.670, 2.458], [10.915, 7.217, 7.153], [0.060, 0.301, 0.060], [1.000, 1.192, 0.691], [1.869, 0.782, 1.751], [3.984, 2.612, 3.414], [3.086, 2.999, 2.916], [3.259, 3.228, 3.068], [0.339, 0.328, 0.288], [0.048, 0.052, 0.273], [0.200, 0.114, 0.027], [0.030, 0.155, 0.030], [0.081, 0.078, 0.080], [0.207, 0.117, 0.017], [0.017, 0.195, 0.018], [0.016, 0.016, 0.015] ] } diff --git a/clickhouse-cloud/results/aws.3.64.json b/clickhouse-cloud/results/aws.3.64.json index c0c695ab1..248c93750 100644 --- a/clickhouse-cloud/results/aws.3.64.json +++ b/clickhouse-cloud/results/aws.3.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 59.040, - "data_size": 9946816484, + "load_time": 21.417, + "data_size": 9950572734, "result": [ -[0.002, 0.002, 0.002], [0.337, 0.302, 0.012], [0.170, 0.128, 0.116], [0.051, 0.057, 0.162], [0.247, 0.217, 0.306], [0.522, 0.372, 0.430], [0.134, 0.016, 0.066], [0.186, 0.014, 0.015], [0.457, 0.432, 0.350], [0.406, 0.399, 0.399], [0.159, 0.251, 0.226], [0.265, 0.224, 0.176], [0.465, 0.521, 0.394], [0.598, 0.549, 0.625], [0.545, 0.554, 0.613], [0.292, 0.271, 0.292], [1.124, 1.053, 1.169], [0.814, 0.837, 0.964], [2.501, 2.437, 2.379], [0.067, 0.005, 0.019], [0.707, 1.928, 0.333], [0.744, 0.781, 1.590], [2.186, 1.717, 0.916], [0.531, 30.644, 0.508], [0.474, 0.211, 0.205], [0.151, 0.153, 0.150], [0.210, 0.210, 0.223], [0.708, 0.680, 0.675], [8.046, 7.259, 6.606], [0.043, 0.043, 0.042], [0.656, 0.421, 0.418], [1.197, 0.550, 0.510], [1.578, 2.985, 2.321], [2.204, 1.888, 3.007], [1.868, 2.289, 1.841], [0.475, 0.297, 0.256], [0.049, 0.242, 0.210], [0.026, 0.159, 0.025], [0.028, 0.123, 0.029], [0.315, 0.075, 0.175], [0.143, 0.017, 0.017], [0.141, 0.017, 0.016], [0.169, 0.077, 0.014] +[0.002, 0.002, 0.002], [0.390, 0.073, 0.255], [0.179, 0.031, 0.167], [0.224, 0.049, 0.050], [0.401, 0.334, 0.251], [0.553, 0.505, 0.409], [0.192, 0.102, 0.016], [0.015, 0.112, 0.015], [0.401, 0.422, 0.532], [0.521, 0.428, 0.439], [0.263, 0.236, 0.257], [0.257, 0.178, 0.187], [0.489, 0.462, 0.382], [0.610, 0.534, 0.548], [0.659, 0.583, 0.435], [0.265, 0.272, 0.214], [0.947, 0.920, 0.865], [0.567, 0.663, 0.618], [2.010, 1.864, 1.570], [0.101, 0.005, 0.006], [2.301, 1.340, 1.154], [0.731, 0.080, 0.735], [1.669, 1.430, 1.346], [23.835, 0.499, 24.112], [0.198, 0.198, 0.197], [0.144, 0.143, 0.148], [0.195, 0.200, 0.447], [0.672, 0.697, 0.640], [4.344, 5.350, 3.646], [0.129, 0.046, 0.269], [0.684, 0.496, 0.372], [1.351, 0.457, 0.888], [1.522, 1.951, 1.502], [1.764, 1.806, 1.878], [1.738, 1.738, 1.696], [0.193, 0.207, 0.204], [0.098, 0.180, 0.134], [0.026, 0.027, 0.026], [0.128, 0.027, 0.094], [0.183, 0.180, 0.068], [0.146, 0.016, 0.129], [0.152, 0.017, 0.016], [0.013, 0.013, 0.014] ] } diff --git a/clickhouse-cloud/results/aws.3.8.json b/clickhouse-cloud/results/aws.3.8.json index 540c36371..158a81e09 100644 --- a/clickhouse-cloud/results/aws.3.8.json +++ b/clickhouse-cloud/results/aws.3.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (aws)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "aws"], - "load_time": 476.531, - "data_size": 9946351549, + "load_time": 160.742, + "data_size": 9941510560, "result": [ -[0.002, 0.002, 0.002], [0.224, 0.160, 0.027], [0.338, 0.319, 0.169], [0.946, 0.672, 0.668], [1.486, 1.546, 1.502], [2.968, 2.627, 6.236], [0.149, 0.127, 0.077], [0.049, 0.042, 0.038], [3.930, 2.510, 2.082], [4.279, 2.479, 4.700], [0.809, 1.222, 0.750], [0.963, 1.493, 1.443], [2.559, 2.843, 4.612], [4.165, 3.875, 7.514], [4.406, 7.883, 3.819], [3.241, 1.920, 2.186], [13.007, 23.094, 12.788], [16.745, 10.066, 11.276], [28.570, 26.280, 24.545], [0.179, 0.009, 0.152], [18.735, 11.138, 2.133], [6.212, 5.517, 6.038], [19.873, 12.144, 6.836], [6.136, 23.215, 2.944], [1.496, 1.503, 1.500], [1.030, 1.008, 0.983], [1.514, 1.450, 1.503], [5.227, 5.118, 5.059], [64.225, 55.203, 53.686], [0.165, 0.335, 0.205], [3.406, 3.105, 2.768], [3.977, 3.834, 7.062], [28.491, 22.055, 20.914], [21.085, 21.192, 21.247], [22.470, 21.408, 20.993], [1.362, 1.438, 1.328], [0.273, 0.148, 0.145], [0.073, 0.076, 0.068], [0.066, 0.064, 0.066], [0.289, 0.309, 0.427], [0.160, 0.034, 0.035], [0.119, 0.032, 0.099], [0.025, 0.024, 0.025] +[0.081, 0.002, 0.046], [0.495, 0.503, 0.038], [1.414, 0.589, 0.430], [0.571, 2.285, 0.490], [1.568, 7.066, 1.546], [3.079, 3.059, 2.710], [0.170, 0.290, 0.138], [0.122, 0.115, 0.037], [2.548, 2.036, 2.451], [5.556, 2.917, 2.409], [0.985, 0.743, 0.996], [0.986, 1.387, 1.453], [2.774, 2.436, 2.497], [7.679, 3.765, 3.839], [3.102, 2.744, 5.164], [1.607, 2.883, 2.613], [10.821, 11.004, 10.768], [8.320, 13.930, 12.084], [22.002, 19.052, 19.049], [0.243, 0.168, 0.009], [19.946, 9.162, 2.081], [7.753, 26.279, 0.449], [22.056, 9.109, 25.409], [13.740, 2.793, 32.599], [2.002, 1.402, 1.407], [0.946, 0.973, 0.934], [1.427, 1.413, 1.416], [4.724, 4.587, 4.519], [45.026, 34.738, 29.421], [0.176, 0.344, 0.167], [3.648, 2.833, 2.540], [4.138, 3.786, 3.483], [20.233, 21.889, 32.354], [18.790, 20.707, 20.146], [20.902, 21.000, 19.039], [1.013, 0.914, 1.011], [0.182, 0.284, 0.146], [0.221, 0.071, 0.064], [0.117, 0.060, 0.061], [0.442, 0.268, 0.279], [0.154, 0.166, 0.032], [0.151, 0.129, 0.127], [0.025, 0.023, 0.025] ] } diff --git a/clickhouse-cloud/results/azure.1.12.json b/clickhouse-cloud/results/azure.1.12.json index 9e4b14a11..bb5e1b43a 100644 --- a/clickhouse-cloud/results/azure.1.12.json +++ b/clickhouse-cloud/results/azure.1.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 336.387, - "data_size": 9942318871, + "load_time": 519.836, + "data_size": 9944110888, "result": [ -[0.003, 0.002, 0.002], [0.028, 0.025, 0.025], [0.224, 0.204, 0.199], [0.379, 0.298, 0.239], [1.598, 1.583, 1.685], [3.268, 2.961, 2.767], [0.031, 0.030, 0.029], [0.023, 0.024, 0.025], [2.512, 2.291, 2.237], [3.455, 2.410, 2.174], [0.520, 0.519, 0.545], [0.654, 0.683, 0.568], [2.111, 2.175, 2.309], [3.481, 3.535, 3.374], [3.124, 2.764, 2.991], [1.807, 1.864, 1.737], [15.827, 13.349, 8.492], [8.813, 8.261, 8.267], [22.759, 21.345, 22.062], [0.057, 0.007, 0.007], [3.877, 1.727, 1.676], [4.449, 0.383, 0.311], [4.971, 2.269, 2.336], [2.423, 2.102, 2.118], [1.143, 1.133, 1.113], [0.769, 0.776, 0.806], [1.201, 1.224, 0.923], [3.587, 3.718, 3.397], [46.660, 47.539, 45.014], [0.138, 0.121, 0.110], [2.345, 2.298, 2.267], [2.686, 2.385, 1.994], [13.546, 14.479, 14.448], [13.535, 14.914, 14.404], [13.476, 12.882, 13.482], [1.001, 1.032, 0.884], [0.102, 0.108, 0.099], [0.046, 0.052, 0.040], [0.038, 0.044, 0.040], [0.202, 0.178, 0.180], [0.026, 0.024, 0.025], [0.019, 0.018, 0.017], [0.019, 0.017, 0.014] +[0.005, 0.004, 0.004], [0.047, 0.022, 0.023], [0.286, 0.325, 0.231], [0.459, 0.436, 0.395], [2.718, 2.483, 2.608], [4.626, 3.721, 3.409], [0.039, 0.037, 0.039], [0.029, 0.028, 0.026], [2.988, 3.011, 2.916], [3.441, 3.514, 3.411], [0.690, 0.707, 0.747], [0.938, 0.835, 0.934], [4.715, 3.935, 3.651], [5.708, 5.829, 6.248], [5.260, 4.356, 4.718], [2.470, 2.275, 2.378], [12.934, 16.807, 12.354], [12.735, 12.292, 10.917], [27.273, 29.122, 27.992], [0.125, 0.009, 0.010], [5.451, 2.172, 2.197], [5.514, 0.578, 0.510], [7.538, 3.102, 3.242], [3.182, 2.823, 2.712], [1.487, 1.390, 1.479], [0.987, 0.870, 1.007], [1.404, 1.618, 1.678], [5.106, 4.591, 4.703], [33.702, 23.486, 24.347], [0.151, 0.118, 0.132], [2.861, 2.388, 2.407], [3.689, 3.226, 3.286], [28.697, 27.515, 26.952], [20.377, 20.949, 20.527], [20.450, 20.174, 20.275], [1.220, 1.230, 1.186], [0.165, 0.139, 0.131], [0.065, 0.057, 0.061], [0.053, 0.058, 0.051], [0.298, 0.291, 0.288], [0.037, 0.028, 0.028], [0.036, 0.027, 0.027], [0.026, 0.018, 0.025] ] } diff --git a/clickhouse-cloud/results/azure.1.8.json b/clickhouse-cloud/results/azure.1.8.json index 3f762b577..7d71b2055 100644 --- a/clickhouse-cloud/results/azure.1.8.json +++ b/clickhouse-cloud/results/azure.1.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 637.866, - "data_size": 9947491120, + "load_time": 567.731, + "data_size": 9943101748, "result": [ -[0.003, 0.002, 0.002], [0.069, 0.073, 0.022], [0.344, 0.381, 0.403], [0.782, 0.523, 0.592], [3.175, 3.277, 3.092], [4.753, 4.382, 4.132], [0.044, 0.045, 0.046], [0.033, 0.029, 0.030], [3.704, 3.800, 3.337], [4.013, 4.804, 4.607], [1.071, 0.956, 0.740], [1.120, 1.013, 1.260], [4.280, 4.133, 4.368], [7.257, 12.797, 6.685], [6.753, 6.387, 5.700], [3.403, 3.302, 3.682], [23.530, 21.901, 15.839], [12.543, 11.669, 11.708], [34.306, 32.809, 31.370], [0.089, 0.010, 0.008], [4.946, 1.970, 1.912], [5.360, 0.447, 0.486], [6.667, 3.159, 2.692], [2.581, 2.481, 2.500], [1.332, 1.291, 1.286], [0.938, 0.920, 0.907], [1.358, 1.310, 1.276], [4.977, 4.508, 4.649], [51.330, 48.769, 48.890], [0.166, 0.156, 0.144], [2.581, 2.459, 2.555], [3.503, 3.574, 3.522], [24.452, 24.944, 26.063], [23.922, 24.954, 23.756], [23.763, 23.530, 23.584], [1.485, 1.440, 1.497], [0.161, 0.133, 0.145], [0.067, 0.065, 0.058], [0.057, 0.075, 0.057], [0.302, 0.273, 0.295], [0.030, 0.027, 0.026], [0.022, 0.022, 0.026], [0.022, 0.018, 0.019] +[0.030, 0.003, 0.002], [0.030, 0.045, 0.023], [0.403, 0.319, 0.245], [0.681, 0.507, 0.455], [3.176, 3.653, 2.957], [5.363, 3.525, 4.006], [0.055, 0.059, 0.042], [0.027, 0.030, 0.030], [3.172, 3.136, 3.433], [4.240, 4.613, 4.743], [1.142, 0.995, 1.196], [1.291, 1.162, 1.229], [4.471, 4.437, 4.552], [7.497, 11.176, 6.430], [4.862, 4.606, 5.427], [3.386, 3.393, 3.545], [20.142, 18.493, 21.025], [13.585, 12.083, 11.996], [37.185, 33.138, 36.146], [0.098, 0.009, 0.008], [8.147, 3.354, 3.091], [9.297, 0.849, 0.814], [11.562, 4.357, 4.308], [4.163, 4.416, 3.538], [2.196, 1.816, 2.104], [1.151, 1.397, 1.236], [2.034, 2.160, 1.733], [8.138, 8.530, 7.588], [37.276, 29.364, 28.381], [0.189, 0.199, 0.161], [3.029, 2.605, 2.672], [3.690, 3.349, 3.221], [24.073, 26.325, 25.891], [21.519, 24.258, 20.971], [21.405, 23.316, 21.025], [1.208, 1.233, 1.066], [0.176, 0.147, 0.151], [0.062, 0.075, 0.068], [0.061, 0.067, 0.068], [0.410, 0.327, 0.313], [0.045, 0.029, 0.036], [0.021, 0.018, 0.019], [0.021, 0.021, 0.021] ] } diff --git a/clickhouse-cloud/results/azure.2.12.json b/clickhouse-cloud/results/azure.2.12.json index ee02ac7a0..fe3315e62 100644 --- a/clickhouse-cloud/results/azure.2.12.json +++ b/clickhouse-cloud/results/azure.2.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 340.687, - "data_size": 9940842756, + "load_time": 241.170, + "data_size": 9946288123, "result": [ -[0.003, 0.005, 0.002], [0.027, 1.164, 0.028], [0.390, 0.110, 0.148], [1.335, 0.182, 0.303], [1.609, 1.280, 1.204], [3.115, 2.970, 3.461], [0.093, 0.032, 0.039], [0.181, 0.026, 0.068], [1.870, 1.650, 1.611], [2.195, 1.979, 2.301], [0.486, 0.507, 0.477], [0.577, 0.604, 0.556], [2.095, 2.714, 2.115], [3.037, 3.342, 2.433], [2.882, 3.465, 3.659], [2.113, 1.733, 1.505], [14.074, 11.037, 14.365], [6.579, 9.637, 10.213], [29.392, 19.233, 31.548], [0.063, 0.007, 0.054], [4.517, 1.963, 1.950], [4.602, 3.278, 0.278], [5.981, 2.695, 3.779], [2.671, 3.541, 2.385], [0.818, 0.826, 0.836], [0.880, 0.570, 0.881], [0.821, 1.358, 0.850], [2.776, 3.927, 2.783], [49.782, 46.848, 46.188], [0.450, 0.121, 0.134], [2.280, 1.753, 4.812], [15.231, 3.114, 2.262], [20.424, 20.297, 19.476], [17.132, 43.294, 15.999], [15.601, 13.856, 13.282], [1.128, 1.098, 1.095], [0.101, 0.093, 0.092], [0.053, 0.066, 0.043], [0.043, 0.039, 0.037], [0.263, 0.183, 0.171], [0.021, 0.027, 0.020], [0.016, 0.019, 0.015], [0.016, 0.016, 0.017] +[0.003, 0.035, 0.002], [0.349, 0.024, 0.428], [0.212, 0.438, 0.117], [0.352, 0.250, 0.800], [1.337, 3.010, 3.037], [4.818, 4.633, 2.684], [0.049, 0.035, 0.044], [0.036, 0.037, 0.023], [3.546, 2.404, 2.506], [2.450, 2.186, 2.749], [0.667, 0.662, 1.667], [0.646, 0.550, 0.858], [3.367, 2.812, 2.928], [3.461, 4.969, 3.004], [3.656, 2.917, 3.271], [1.884, 2.110, 2.008], [7.792, 10.038, 8.308], [6.101, 5.692, 5.838], [23.175, 20.811, 19.382], [0.071, 0.007, 0.007], [5.140, 1.944, 3.535], [5.124, 0.509, 0.547], [4.125, 1.894, 5.604], [2.439, 2.296, 1.975], [0.925, 1.202, 1.204], [0.638, 0.774, 0.647], [1.164, 1.180, 1.170], [3.109, 4.090, 3.037], [21.702, 18.911, 24.684], [0.132, 0.339, 0.115], [2.158, 1.824, 1.943], [3.008, 13.082, 3.239], [18.251, 28.217, 18.122], [23.164, 17.397, 14.826], [16.223, 15.416, 15.775], [0.957, 0.810, 0.882], [0.112, 0.134, 0.107], [0.061, 0.045, 0.061], [0.042, 0.043, 0.057], [0.217, 0.214, 0.196], [0.026, 0.023, 0.024], [0.020, 0.020, 0.023], [0.015, 0.012, 0.016] ] } diff --git a/clickhouse-cloud/results/azure.2.120.json b/clickhouse-cloud/results/azure.2.120.json index 7ba739ea4..832f14e74 100644 --- a/clickhouse-cloud/results/azure.2.120.json +++ b/clickhouse-cloud/results/azure.2.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 103.423, - "data_size": 9949842171, + "load_time": 26.186, + "data_size": 9951483493, "result": [ -[0.002, 0.002, 0.002], [0.016, 5.204, 0.024], [0.027, 0.955, 0.032], [1.222, 0.405, 0.035], [0.236, 0.334, 0.228], [0.288, 5.627, 0.276], [0.011, 0.061, 0.011], [0.014, 0.017, 0.052], [0.296, 0.396, 0.310], [0.313, 0.342, 0.358], [0.219, 0.144, 0.140], [0.188, 0.142, 0.144], [0.353, 0.314, 0.300], [0.453, 0.613, 0.426], [0.376, 0.359, 0.351], [0.291, 0.288, 0.244], [0.920, 0.903, 0.918], [0.751, 0.639, 0.647], [1.768, 7.161, 2.032], [0.065, 0.018, 0.005], [8.344, 0.431, 0.226], [0.532, 0.501, 0.075], [0.589, 6.309, 0.332], [0.396, 0.381, 0.372], [0.173, 0.144, 0.160], [0.111, 0.115, 0.129], [0.175, 0.158, 0.161], [0.455, 0.457, 0.526], [4.359, 4.470, 10.058], [0.036, 0.036, 0.190], [0.477, 0.310, 0.338], [6.590, 0.456, 0.446], [1.954, 2.106, 1.737], [1.547, 1.319, 1.442], [1.339, 1.301, 1.253], [0.212, 0.252, 0.194], [0.046, 0.051, 0.064], [0.028, 0.030, 0.028], [0.030, 0.028, 0.037], [0.072, 0.079, 0.079], [0.017, 0.017, 0.021], [0.017, 0.017, 0.018], [0.013, 0.012, 0.013] +[0.002, 0.003, 0.002], [0.632, 0.615, 0.044], [0.667, 0.044, 0.050], [0.371, 0.054, 0.045], [0.329, 0.296, 0.252], [0.695, 0.422, 0.331], [0.164, 0.038, 0.802], [0.589, 0.030, 0.040], [0.945, 0.617, 0.448], [0.449, 0.473, 0.535], [0.226, 0.174, 0.349], [0.156, 0.289, 0.185], [1.001, 0.628, 0.439], [0.591, 0.410, 0.411], [0.421, 0.339, 0.431], [0.401, 0.297, 0.223], [0.778, 1.083, 0.739], [0.641, 0.696, 0.702], [2.199, 1.718, 1.272], [0.042, 0.042, 0.005], [1.631, 1.663, 0.301], [0.506, 0.075, 0.070], [1.566, 1.659, 0.519], [12.298, 0.805, 0.391], [0.167, 0.353, 0.178], [0.507, 0.113, 0.118], [0.390, 0.154, 0.146], [1.708, 0.514, 1.103], [2.779, 2.695, 3.668], [0.260, 0.036, 0.037], [1.010, 0.281, 0.275], [0.503, 0.472, 0.465], [1.984, 1.585, 1.628], [2.039, 1.382, 1.292], [1.289, 1.311, 1.467], [0.180, 0.135, 0.194], [0.061, 0.048, 0.048], [0.032, 0.171, 0.030], [0.045, 0.029, 0.035], [0.193, 0.107, 0.113], [0.018, 0.021, 0.228], [0.096, 0.020, 0.019], [0.017, 0.014, 0.075] ] } diff --git a/clickhouse-cloud/results/azure.2.16.json b/clickhouse-cloud/results/azure.2.16.json index 08b4956b0..152fa259e 100644 --- a/clickhouse-cloud/results/azure.2.16.json +++ b/clickhouse-cloud/results/azure.2.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 261.491, - "data_size": 9941460074, + "load_time": 201.317, + "data_size": 9948182969, "result": [ -[0.002, 0.002, 0.002], [0.027, 0.594, 0.027], [0.452, 0.137, 0.122], [1.432, 0.241, 0.150], [0.953, 1.369, 1.236], [2.040, 1.677, 1.588], [0.035, 0.117, 0.022], [0.046, 0.022, 0.019], [1.323, 1.294, 1.397], [1.589, 1.553, 1.451], [1.948, 0.362, 0.371], [0.453, 0.413, 0.470], [2.606, 2.123, 1.534], [2.609, 2.790, 2.263], [2.295, 2.083, 1.959], [1.495, 1.236, 1.498], [6.136, 6.089, 6.196], [3.759, 4.001, 3.428], [11.740, 10.751, 15.442], [0.055, 0.006, 0.006], [7.405, 2.817, 1.146], [2.996, 0.245, 0.237], [4.167, 1.596, 3.810], [1.871, 1.322, 1.671], [0.659, 0.641, 0.641], [0.618, 0.556, 0.567], [0.664, 0.729, 0.844], [2.097, 2.912, 2.763], [28.983, 29.753, 24.931], [0.081, 0.085, 0.079], [1.845, 1.184, 1.170], [1.749, 2.724, 1.484], [17.430, 11.545, 15.666], [8.656, 7.092, 25.380], [8.082, 6.711, 8.323], [1.021, 0.932, 0.761], [0.143, 0.088, 0.084], [0.037, 0.241, 0.046], [0.042, 0.043, 0.050], [0.252, 0.153, 0.170], [0.264, 0.026, 0.021], [0.017, 0.110, 0.020], [0.017, 0.019, 0.017] +[0.004, 0.003, 0.003], [0.288, 0.098, 0.018], [0.407, 0.178, 0.085], [1.070, 0.546, 0.535], [4.326, 4.138, 0.805], [1.184, 4.768, 4.508], [0.029, 0.075, 0.032], [0.146, 0.022, 0.022], [3.609, 3.738, 3.211], [1.639, 1.338, 1.339], [0.329, 0.676, 0.344], [0.415, 0.415, 0.771], [1.382, 3.360, 3.296], [4.841, 2.227, 4.888], [1.492, 3.175, 3.088], [1.018, 0.856, 1.536], [3.930, 3.457, 3.343], [1.981, 2.147, 3.521], [19.132, 7.659, 12.696], [0.097, 0.058, 0.009], [2.450, 3.073, 1.130], [2.767, 3.516, 0.275], [3.301, 4.284, 1.849], [1.856, 1.741, 1.696], [0.788, 0.794, 0.854], [0.516, 0.559, 0.557], [0.908, 0.855, 0.848], [2.915, 2.826, 2.954], [14.796, 13.818, 18.988], [0.121, 0.108, 0.125], [2.053, 1.913, 1.321], [3.339, 2.073, 1.858], [25.043, 23.857, 12.146], [10.810, 5.872, 10.263], [10.319, 5.686, 10.479], [1.032, 0.701, 0.551], [0.091, 0.089, 0.078], [0.079, 0.084, 0.053], [0.046, 0.056, 0.039], [0.207, 0.167, 0.164], [0.042, 0.043, 0.036], [0.019, 0.027, 0.018], [0.022, 0.013, 0.016] ] } diff --git a/clickhouse-cloud/results/azure.2.32.json b/clickhouse-cloud/results/azure.2.32.json index 359c1f154..f5e1fbe96 100644 --- a/clickhouse-cloud/results/azure.2.32.json +++ b/clickhouse-cloud/results/azure.2.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 119.682, - "data_size": 9949037675, + "load_time": 88.309, + "data_size": 9946593299, "result": [ -[0.002, 0.002, 0.002], [0.025, 0.021, 0.014], [0.998, 0.073, 0.063], [1.023, 0.117, 0.179], [0.791, 0.564, 0.530], [0.921, 1.427, 0.806], [0.056, 0.023, 0.020], [0.048, 0.019, 0.015], [0.970, 0.633, 0.698], [0.764, 0.782, 0.989], [0.261, 0.170, 0.188], [0.302, 0.233, 0.250], [0.757, 0.800, 0.685], [1.122, 1.099, 1.035], [0.951, 1.171, 1.122], [0.815, 0.853, 0.675], [2.743, 2.953, 2.545], [1.735, 1.636, 1.826], [4.837, 5.308, 5.129], [0.070, 0.005, 0.006], [8.909, 0.601, 1.254], [1.388, 1.447, 0.156], [1.714, 5.187, 0.829], [0.814, 0.850, 0.821], [0.404, 0.413, 0.407], [0.265, 0.263, 0.307], [0.371, 0.404, 0.366], [1.205, 1.144, 1.167], [16.842, 14.874, 13.161], [0.248, 0.059, 0.065], [0.738, 0.678, 0.694], [1.911, 1.144, 0.925], [4.854, 3.352, 3.760], [3.232, 3.346, 3.636], [3.282, 3.693, 3.384], [0.530, 0.468, 0.491], [0.070, 0.056, 0.057], [0.029, 0.030, 0.036], [0.033, 0.033, 0.037], [0.104, 0.109, 0.108], [0.017, 0.018, 0.020], [0.018, 0.019, 0.016], [0.012, 0.013, 0.014] +[0.002, 0.006, 0.003], [0.276, 0.397, 0.022], [0.275, 0.312, 0.068], [0.282, 0.503, 0.143], [0.682, 0.643, 0.971], [1.232, 1.011, 0.903], [0.115, 0.022, 0.087], [0.025, 0.037, 0.030], [0.901, 0.770, 1.048], [0.941, 0.816, 1.100], [0.281, 0.210, 0.193], [0.252, 0.261, 0.306], [0.843, 1.094, 0.942], [1.562, 1.405, 1.590], [1.015, 1.231, 1.057], [0.771, 0.539, 0.560], [2.413, 1.951, 2.800], [1.224, 1.501, 1.257], [3.767, 4.822, 3.983], [0.621, 0.056, 0.006], [2.914, 4.541, 0.685], [1.534, 0.135, 0.132], [3.515, 0.886, 1.679], [5.192, 0.927, 0.921], [0.342, 0.314, 0.424], [0.239, 0.220, 0.239], [0.332, 0.426, 0.341], [1.438, 1.443, 1.448], [10.597, 6.396, 8.812], [0.052, 0.067, 0.055], [0.798, 0.691, 0.766], [0.920, 1.032, 1.042], [4.353, 3.671, 3.734], [3.142, 4.105, 3.163], [3.923, 3.213, 3.151], [0.429, 0.341, 0.504], [0.078, 0.065, 0.055], [0.029, 0.033, 0.034], [0.028, 0.028, 0.026], [0.097, 0.091, 0.115], [0.016, 0.015, 0.022], [0.016, 0.017, 0.015], [0.012, 0.013, 0.010] ] } diff --git a/clickhouse-cloud/results/azure.2.64.json b/clickhouse-cloud/results/azure.2.64.json index eaf8f9a80..ceb075bfc 100644 --- a/clickhouse-cloud/results/azure.2.64.json +++ b/clickhouse-cloud/results/azure.2.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-08", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 114.282, - "data_size": 9948906386, + "load_time": 44.577, + "data_size": 9951241300, "result": [ -[0.002, 0.002, 0.002], [0.211, 0.019, 0.023], [0.324, 0.043, 0.194], [0.062, 0.553, 0.053], [0.358, 0.334, 0.373], [0.520, 0.962, 0.452], [0.276, 0.015, 0.014], [0.017, 0.018, 0.059], [0.694, 0.424, 0.402], [0.527, 0.527, 0.487], [0.339, 0.179, 0.162], [0.176, 0.182, 0.238], [0.653, 0.487, 0.445], [1.004, 0.699, 0.709], [0.729, 0.677, 0.622], [0.349, 0.306, 0.327], [1.283, 1.493, 1.456], [0.907, 0.950, 1.136], [3.820, 2.794, 2.937], [0.067, 0.006, 0.006], [0.665, 0.334, 4.786], [1.765, 0.741, 0.093], [0.863, 3.407, 0.485], [20.249, 0.557, 0.525], [0.233, 0.230, 0.225], [0.172, 0.167, 0.166], [0.229, 0.262, 0.210], [0.711, 0.650, 0.651], [7.541, 8.028, 7.773], [0.078, 0.053, 0.041], [0.743, 0.425, 0.473], [0.689, 0.523, 2.267], [2.073, 2.462, 2.110], [1.973, 2.338, 2.097], [2.055, 1.955, 2.415], [0.268, 0.263, 0.301], [0.043, 0.048, 0.076], [0.037, 0.031, 0.032], [0.028, 0.028, 0.027], [0.089, 0.088, 0.083], [0.027, 0.029, 0.027], [0.020, 0.018, 0.017], [0.016, 0.013, 0.015] +[0.002, 0.003, 0.003], [0.771, 0.026, 0.029], [0.309, 0.050, 0.427], [0.518, 0.784, 0.245], [0.484, 0.356, 0.443], [0.709, 0.772, 0.528], [0.155, 0.021, 0.043], [0.044, 0.023, 0.022], [0.533, 0.440, 0.424], [0.931, 0.681, 0.632], [0.269, 0.330, 0.202], [0.177, 0.168, 0.790], [0.626, 0.440, 1.169], [0.688, 0.871, 0.782], [0.591, 0.459, 0.645], [0.411, 0.358, 0.296], [1.114, 1.630, 1.117], [0.777, 0.605, 0.771], [3.301, 2.267, 2.476], [0.044, 0.005, 0.006], [2.858, 0.403, 1.955], [2.386, 0.099, 0.805], [2.602, 0.591, 2.071], [3.384, 5.925, 10.143], [0.231, 0.760, 0.207], [0.195, 0.155, 0.167], [0.206, 0.211, 0.247], [0.742, 1.936, 0.736], [5.235, 3.948, 3.662], [0.205, 0.041, 0.232], [0.505, 0.444, 0.452], [1.075, 0.571, 0.572], [3.090, 2.355, 1.992], [1.804, 2.057, 2.077], [1.850, 1.913, 1.794], [0.219, 0.223, 0.259], [0.057, 0.052, 0.050], [0.030, 0.029, 0.026], [0.027, 0.033, 0.033], [0.090, 0.085, 0.081], [0.016, 0.018, 0.015], [0.015, 0.016, 0.014], [0.011, 0.013, 0.012] ] } diff --git a/clickhouse-cloud/results/azure.2.8.json b/clickhouse-cloud/results/azure.2.8.json index 5ba48f56e..ba01404e5 100644 --- a/clickhouse-cloud/results/azure.2.8.json +++ b/clickhouse-cloud/results/azure.2.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 773.632, - "data_size": 9943107896, + "load_time": 346.752, + "data_size": 9941187240, "result": [ -[0.003, 0.004, 0.003], [0.194, 0.095, 0.027], [0.511, 0.397, 0.706], [0.777, 0.411, 0.375], [6.080, 2.219, 2.168], [8.098, 2.972, 8.619], [0.107, 0.077, 0.043], [0.046, 0.042, 0.028], [8.404, 2.232, 2.290], [9.465, 3.214, 3.038], [0.659, 0.668, 2.084], [0.794, 2.312, 0.857], [9.614, 9.335, 2.695], [15.681, 22.825, 12.811], [9.757, 6.303, 5.346], [6.471, 7.074, 6.299], [35.596, 32.184, 15.943], [11.440, 17.528, 18.870], [43.285, 43.121, 42.337], [0.097, 0.015, 0.131], [10.303, 3.021, 3.196], [7.438, 0.557, 0.589], [8.815, 6.911, 2.853], [6.978, 2.845, 2.616], [1.495, 1.692, 1.605], [0.942, 1.075, 0.939], [2.094, 1.786, 1.365], [4.647, 6.007, 4.595], [68.024, 67.897, 52.971], [0.214, 0.202, 0.180], [2.847, 2.777, 2.579], [3.762, 3.788, 7.249], [28.151, 25.537, 53.371], [35.585, 24.017, 35.645], [34.680, 33.338, 31.862], [1.596, 2.667, 1.476], [0.226, 0.180, 0.163], [0.136, 0.085, 0.082], [0.083, 0.081, 0.073], [0.437, 0.305, 0.409], [0.031, 0.050, 0.030], [0.021, 0.033, 0.032], [0.026, 0.018, 0.027] +[0.002, 0.003, 0.002], [0.102, 0.062, 0.029], [0.372, 0.694, 0.538], [0.495, 0.316, 0.308], [2.306, 5.412, 5.930], [2.398, 2.383, 2.995], [0.037, 0.033, 0.035], [0.038, 0.182, 0.043], [3.559, 3.289, 2.911], [3.817, 3.405, 3.275], [0.900, 0.826, 0.878], [1.121, 1.047, 1.249], [3.467, 3.193, 2.948], [5.417, 8.215, 5.315], [4.662, 3.664, 3.588], [2.913, 2.929, 2.401], [12.049, 9.762, 20.045], [7.204, 7.319, 14.197], [18.396, 18.118, 18.468], [0.083, 0.095, 0.009], [4.841, 1.898, 1.829], [4.793, 0.410, 0.724], [6.186, 2.644, 11.364], [10.017, 2.559, 2.502], [2.368, 2.162, 2.133], [0.877, 1.423, 0.845], [1.234, 2.153, 1.276], [7.383, 4.266, 6.875], [29.100, 48.568, 49.707], [0.504, 0.166, 0.193], [6.751, 2.911, 3.857], [18.379, 4.628, 4.359], [26.164, 24.166, 20.789], [19.847, 20.368, 19.020], [18.850, 18.380, 24.504], [1.043, 0.933, 0.909], [0.119, 0.209, 0.203], [0.068, 0.061, 0.082], [0.087, 0.053, 0.068], [0.258, 0.444, 0.340], [0.043, 0.031, 0.027], [0.021, 0.029, 0.021], [0.027, 0.019, 0.018] ] } diff --git a/clickhouse-cloud/results/azure.3.12.json b/clickhouse-cloud/results/azure.3.12.json index 4a7ab3798..67264233b 100644 --- a/clickhouse-cloud/results/azure.3.12.json +++ b/clickhouse-cloud/results/azure.3.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 453.354, - "data_size": 9946513248, + "load_time": 164.871, + "data_size": 9948815412, "result": [ -[0.008, 0.003, 0.002], [0.339, 0.022, 0.021], [6.040, 0.439, 0.367], [0.769, 1.364, 0.228], [1.552, 2.868, 3.033], [4.775, 5.989, 4.597], [0.111, 0.028, 0.085], [0.040, 0.032, 0.034], [2.275, 2.058, 3.126], [2.281, 2.611, 5.225], [1.230, 0.552, 2.100], [1.007, 0.645, 1.208], [2.204, 1.835, 2.107], [4.203, 8.219, 3.744], [6.243, 3.138, 2.760], [3.715, 1.683, 2.223], [16.545, 8.131, 15.982], [5.393, 4.559, 7.464], [22.402, 21.156, 40.545], [0.075, 0.008, 0.010], [3.163, 3.528, 6.426], [3.244, 7.164, 0.580], [4.064, 1.920, 1.868], [1.986, 1.864, 1.761], [1.956, 0.927, 2.092], [0.620, 1.116, 1.100], [0.899, 1.629, 1.753], [2.831, 5.788, 3.098], [63.948, 46.051, 44.624], [0.162, 0.119, 0.109], [2.181, 2.126, 5.134], [4.831, 15.763, 3.241], [23.589, 15.417, 21.900], [15.862, 14.723, 14.231], [23.738, 14.114, 15.007], [2.016, 1.146, 1.033], [0.114, 0.190, 0.099], [0.075, 0.059, 0.054], [0.044, 0.062, 0.066], [0.201, 0.180, 0.229], [0.036, 0.039, 0.029], [0.018, 0.017, 0.018], [0.025, 0.019, 0.020] +[0.003, 0.003, 0.002], [0.245, 0.496, 0.027], [0.268, 0.669, 0.118], [1.718, 0.820, 0.806], [2.190, 1.740, 1.620], [2.112, 2.985, 7.803], [0.204, 0.224, 0.030], [0.262, 0.026, 0.029], [1.805, 1.545, 7.022], [2.797, 7.449, 2.169], [1.363, 1.221, 0.382], [0.474, 0.466, 0.492], [2.005, 1.953, 1.896], [2.863, 11.250, 2.998], [2.399, 7.932, 3.237], [1.428, 1.311, 1.215], [19.881, 22.879, 5.031], [4.392, 7.264, 5.485], [25.802, 14.236, 24.016], [0.057, 0.006, 0.006], [4.485, 3.194, 1.803], [3.553, 0.309, 0.302], [4.069, 5.591, 1.826], [1.916, 2.339, 3.489], [1.125, 0.867, 1.118], [0.726, 0.745, 0.717], [1.164, 0.867, 1.098], [2.977, 3.818, 3.718], [19.187, 19.613, 19.309], [0.177, 0.113, 0.105], [1.786, 2.948, 1.678], [4.226, 2.542, 2.273], [16.017, 34.574, 31.246], [15.113, 22.242, 14.711], [13.845, 14.916, 21.785], [0.790, 0.860, 1.296], [0.164, 0.111, 0.099], [0.074, 0.064, 0.051], [0.042, 0.045, 0.056], [0.313, 0.199, 0.294], [0.039, 0.037, 0.025], [0.027, 0.025, 0.018], [0.023, 0.021, 0.022] ] } diff --git a/clickhouse-cloud/results/azure.3.120.json b/clickhouse-cloud/results/azure.3.120.json index 76a90ce68..abcf70e01 100644 --- a/clickhouse-cloud/results/azure.3.120.json +++ b/clickhouse-cloud/results/azure.3.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 116.139, - "data_size": 9951013990, + "load_time": 16.541, + "data_size": 9953826171, "result": [ -[0.002, 0.002, 0.002], [5.164, 0.017, 0.054], [0.314, 5.281, 0.105], [5.344, 5.374, 0.036], [0.443, 0.218, 0.259], [5.414, 0.285, 5.331], [0.014, 0.132, 0.131], [0.016, 0.014, 0.058], [0.300, 0.262, 0.265], [0.549, 0.321, 0.361], [0.410, 0.175, 0.137], [0.145, 0.148, 0.263], [0.363, 0.533, 0.476], [0.543, 1.563, 0.439], [0.517, 0.409, 0.416], [0.291, 0.252, 0.270], [0.957, 0.913, 0.978], [0.650, 0.686, 0.662], [1.828, 6.037, 1.700], [0.074, 0.019, 0.047], [10.458, 0.398, 0.234], [0.500, 0.085, 7.424], [0.546, 6.596, 0.325], [24.902, 20.389, 0.387], [0.157, 0.149, 0.160], [0.127, 0.113, 0.111], [0.158, 0.150, 0.135], [0.427, 0.489, 0.406], [4.524, 6.678, 4.301], [0.035, 0.040, 0.036], [0.275, 0.280, 0.277], [1.011, 0.440, 0.374], [2.181, 2.252, 1.470], [1.395, 1.323, 1.298], [1.222, 1.336, 1.432], [0.231, 0.175, 0.245], [0.051, 0.044, 0.045], [0.034, 0.029, 0.030], [0.033, 0.031, 0.034], [0.086, 0.101, 0.078], [0.017, 0.025, 0.018], [0.017, 0.018, 0.017], [0.013, 0.014, 0.013] +[0.002, 0.002, 0.006], [0.855, 0.049, 0.039], [0.974, 0.713, 0.647], [0.525, 0.116, 0.680], [0.736, 0.341, 0.277], [0.520, 0.405, 0.463], [0.172, 0.178, 0.146], [0.044, 0.045, 0.061], [0.491, 0.323, 0.519], [0.447, 0.340, 0.481], [0.281, 0.162, 0.275], [0.280, 0.329, 0.292], [0.564, 0.595, 0.305], [0.643, 0.966, 0.430], [0.320, 0.392, 0.295], [0.375, 0.240, 0.198], [0.947, 0.936, 0.865], [0.542, 0.657, 0.526], [1.651, 2.082, 1.598], [0.065, 0.042, 0.608], [1.886, 0.251, 2.182], [1.825, 0.555, 0.831], [1.686, 2.048, 1.885], [15.032, 13.199, 0.366], [0.841, 0.629, 0.159], [0.124, 0.109, 0.506], [0.151, 0.136, 0.132], [0.390, 1.897, 2.534], [3.335, 2.680, 2.709], [0.283, 0.033, 0.034], [0.412, 0.476, 0.281], [1.073, 2.033, 0.423], [2.479, 2.089, 1.938], [1.191, 1.391, 1.294], [1.300, 1.186, 1.488], [0.199, 0.170, 0.138], [0.069, 0.074, 0.048], [0.164, 0.030, 0.258], [0.050, 0.038, 0.031], [0.360, 0.215, 0.082], [0.242, 0.121, 0.019], [0.167, 0.134, 0.183], [0.014, 0.012, 0.013] ] } diff --git a/clickhouse-cloud/results/azure.3.16.json b/clickhouse-cloud/results/azure.3.16.json index 6ae376dc7..38d356bac 100644 --- a/clickhouse-cloud/results/azure.3.16.json +++ b/clickhouse-cloud/results/azure.3.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-08", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 327.282, - "data_size": 9941159518, + "load_time": 143.836, + "data_size": 9946687763, "result": [ -[0.003, 0.027, 0.002], [0.029, 5.111, 0.017], [5.216, 0.150, 0.322], [0.259, 0.819, 5.314], [0.902, 0.961, 1.075], [1.915, 2.488, 2.222], [0.053, 0.025, 0.027], [0.087, 0.027, 0.017], [2.005, 1.239, 2.058], [2.486, 2.661, 1.406], [0.467, 0.365, 0.364], [0.380, 0.580, 0.574], [2.723, 2.366, 5.590], [6.570, 2.241, 1.930], [1.725, 3.988, 1.859], [2.728, 1.249, 1.457], [12.268, 5.135, 10.377], [5.675, 3.509, 3.132], [31.680, 22.943, 9.057], [0.045, 0.073, 0.059], [2.253, 1.016, 5.350], [2.498, 2.926, 0.248], [2.983, 5.018, 1.302], [1.304, 1.241, 1.268], [0.687, 0.638, 0.977], [0.457, 0.508, 0.667], [1.033, 1.000, 1.069], [2.201, 3.480, 2.120], [23.299, 23.193, 41.374], [0.086, 0.104, 0.089], [1.222, 2.451, 2.525], [1.883, 4.641, 1.613], [11.213, 14.535, 11.222], [6.269, 6.882, 30.627], [24.748, 11.525, 7.184], [1.049, 1.588, 0.924], [0.130, 0.139, 0.104], [0.183, 0.052, 0.047], [0.040, 0.054, 0.049], [0.219, 0.286, 0.260], [0.028, 0.096, 0.185], [0.117, 0.107, 0.016], [0.014, 0.014, 0.013] +[0.004, 0.002, 0.002], [0.522, 0.446, 0.305], [0.739, 0.400, 0.135], [1.040, 1.081, 0.288], [1.765, 1.595, 1.569], [1.713, 1.453, 2.421], [0.036, 0.025, 0.038], [0.035, 0.032, 0.019], [1.347, 1.567, 4.472], [2.383, 2.163, 4.899], [1.784, 0.927, 1.737], [0.471, 1.012, 0.410], [4.259, 3.030, 2.048], [2.681, 3.221, 2.521], [1.693, 3.413, 3.075], [1.230, 0.963, 1.056], [4.155, 4.312, 3.958], [2.373, 2.608, 5.108], [8.622, 8.692, 11.652], [0.104, 0.061, 0.103], [8.823, 3.693, 1.699], [2.880, 3.208, 2.892], [2.860, 1.347, 4.332], [1.886, 2.828, 2.579], [0.924, 0.649, 0.898], [0.596, 0.451, 0.456], [0.617, 0.640, 0.628], [2.097, 2.143, 2.114], [12.900, 19.271, 14.564], [0.086, 0.093, 0.123], [2.001, 1.780, 1.217], [1.885, 3.229, 1.862], [12.716, 12.237, 11.715], [12.096, 6.443, 10.099], [5.895, 6.228, 10.227], [1.040, 0.669, 0.905], [0.092, 0.108, 0.155], [0.043, 0.047, 0.044], [0.042, 0.059, 0.058], [0.171, 0.175, 0.172], [0.062, 0.023, 0.029], [0.021, 0.018, 0.019], [0.024, 0.013, 0.016] ] } diff --git a/clickhouse-cloud/results/azure.3.32.json b/clickhouse-cloud/results/azure.3.32.json index 29658cf6e..d23a011fa 100644 --- a/clickhouse-cloud/results/azure.3.32.json +++ b/clickhouse-cloud/results/azure.3.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 160.919, - "data_size": 9946662199, + "load_time": 70.029, + "data_size": 9947459866, "result": [ -[0.002, 0.002, 0.004], [0.524, 0.017, 0.599], [0.881, 0.074, 0.053], [0.150, 5.378, 0.495], [5.478, 1.053, 0.984], [1.324, 1.051, 5.595], [0.144, 0.111, 0.026], [0.052, 0.015, 0.024], [5.501, 5.532, 0.542], [0.745, 1.092, 0.668], [7.314, 2.114, 0.206], [0.362, 1.705, 0.271], [5.898, 1.207, 1.281], [6.457, 1.081, 1.109], [1.126, 1.609, 0.891], [1.377, 0.755, 0.754], [5.366, 2.820, 4.554], [2.588, 1.812, 2.492], [9.731, 10.782, 5.256], [0.047, 0.089, 0.006], [10.912, 14.756, 0.544], [1.423, 1.775, 0.165], [13.382, 0.767, 2.248], [29.936, 0.780, 0.755], [0.464, 1.126, 0.350], [0.329, 0.300, 0.251], [0.358, 0.465, 0.336], [1.554, 1.129, 1.171], [15.470, 14.932, 24.073], [0.423, 0.061, 0.062], [6.669, 7.251, 0.691], [9.754, 1.433, 1.070], [12.650, 3.684, 10.704], [5.694, 13.537, 3.346], [15.320, 3.352, 3.306], [0.882, 0.556, 0.888], [0.085, 0.090, 0.062], [0.046, 0.128, 0.031], [0.040, 0.036, 0.032], [0.177, 0.087, 0.173], [0.180, 0.024, 0.027], [0.025, 0.264, 0.024], [0.015, 0.014, 0.014] +[0.003, 0.004, 0.003], [0.455, 0.844, 0.052], [0.331, 0.125, 0.143], [0.704, 1.200, 0.897], [1.070, 1.027, 1.016], [1.688, 1.542, 1.594], [0.059, 0.023, 0.134], [0.072, 0.029, 0.031], [1.039, 0.939, 0.929], [1.089, 0.742, 2.176], [0.526, 0.217, 0.967], [0.225, 0.522, 1.017], [0.868, 1.163, 0.662], [3.319, 1.361, 1.053], [2.078, 1.999, 1.476], [1.322, 0.907, 0.601], [5.268, 2.854, 3.076], [1.949, 1.380, 1.452], [4.813, 4.196, 9.057], [0.051, 0.058, 0.005], [3.504, 7.173, 6.525], [2.516, 3.307, 3.506], [4.193, 4.154, 5.410], [12.575, 6.310, 1.412], [0.419, 0.922, 0.362], [0.279, 0.275, 0.330], [0.716, 0.369, 0.415], [1.311, 1.431, 1.186], [7.872, 7.412, 7.599], [0.238, 0.081, 0.099], [0.686, 0.682, 0.682], [0.903, 3.210, 1.085], [11.398, 4.610, 4.577], [3.472, 3.463, 3.608], [3.408, 3.637, 3.309], [0.727, 0.446, 0.594], [0.105, 0.061, 0.061], [0.034, 0.033, 0.035], [0.029, 0.034, 0.031], [0.104, 0.101, 0.294], [0.029, 0.031, 0.024], [0.031, 0.028, 0.016], [0.014, 0.028, 0.012] ] } diff --git a/clickhouse-cloud/results/azure.3.64.json b/clickhouse-cloud/results/azure.3.64.json index d0da71a13..e6dd3400f 100644 --- a/clickhouse-cloud/results/azure.3.64.json +++ b/clickhouse-cloud/results/azure.3.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 100.421, - "data_size": 9948742131, + "load_time": 30.789, + "data_size": 9949278397, "result": [ -[0.002, 0.002, 0.002], [5.132, 0.047, 0.179], [0.217, 0.041, 0.035], [0.568, 0.543, 0.057], [0.394, 0.278, 0.270], [5.497, 1.120, 0.670], [0.012, 0.012, 0.012], [0.057, 0.049, 0.015], [5.613, 0.393, 0.724], [0.702, 0.747, 0.400], [0.135, 0.244, 0.148], [0.161, 0.177, 0.229], [0.844, 0.621, 0.459], [0.709, 0.627, 0.613], [0.663, 0.562, 0.555], [0.582, 0.512, 0.686], [1.199, 2.476, 1.648], [0.861, 0.876, 1.315], [5.752, 4.075, 6.514], [0.081, 0.020, 0.007], [12.171, 4.841, 0.312], [0.724, 0.091, 0.684], [7.929, 3.018, 0.710], [17.360, 0.738, 0.761], [0.192, 0.182, 0.181], [0.136, 0.158, 0.203], [0.260, 0.242, 0.204], [0.576, 0.959, 0.672], [9.592, 6.714, 8.576], [0.056, 0.243, 0.043], [0.650, 0.410, 0.399], [1.511, 0.551, 7.594], [1.925, 2.627, 4.235], [2.989, 3.120, 1.783], [1.714, 1.751, 1.732], [0.451, 0.316, 0.439], [0.051, 0.045, 0.048], [0.070, 0.043, 0.032], [0.045, 0.029, 0.049], [0.089, 0.088, 0.093], [0.021, 0.017, 0.019], [0.026, 0.024, 0.017], [0.015, 0.013, 0.019] +[0.002, 0.003, 0.003], [0.811, 1.010, 0.046], [0.636, 0.765, 0.152], [0.717, 0.620, 0.076], [0.914, 0.964, 0.439], [0.817, 0.784, 0.533], [0.164, 0.108, 0.019], [0.044, 0.022, 0.053], [0.600, 0.638, 0.395], [0.763, 0.634, 0.518], [0.178, 0.258, 0.175], [0.215, 0.329, 0.294], [0.529, 0.854, 0.480], [0.888, 0.729, 0.711], [0.578, 0.611, 0.525], [0.393, 0.365, 0.280], [1.216, 1.353, 1.221], [0.719, 0.752, 0.791], [2.707, 2.679, 3.163], [0.048, 0.047, 0.008], [3.126, 3.212, 1.045], [1.945, 1.649, 0.088], [2.561, 2.488, 0.437], [16.647, 6.330, 7.329], [0.774, 0.214, 0.218], [0.157, 0.288, 0.155], [0.203, 0.203, 0.200], [0.703, 0.621, 0.577], [4.331, 5.508, 3.686], [0.221, 0.034, 0.229], [0.506, 1.216, 0.955], [2.815, 0.690, 1.615], [2.474, 2.793, 1.919], [3.952, 3.139, 2.238], [2.124, 2.211, 2.180], [0.269, 0.218, 0.268], [0.100, 0.053, 0.050], [0.050, 0.030, 0.029], [0.077, 0.030, 0.030], [0.079, 0.076, 0.276], [0.188, 0.016, 0.016], [0.016, 0.015, 0.132], [0.141, 0.011, 0.015] ] } diff --git a/clickhouse-cloud/results/azure.3.8.json b/clickhouse-cloud/results/azure.3.8.json index 74c6258e4..ede63fb72 100644 --- a/clickhouse-cloud/results/azure.3.8.json +++ b/clickhouse-cloud/results/azure.3.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (azure)", - "date": "2025-10-09", + "date": "2025-11-05", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "azure"], - "load_time": 592.886, - "data_size": 9946459119, + "load_time": 236.482, + "data_size": 9943003420, "result": [ -[0.003, 0.011, 0.003], [0.328, 0.031, 0.033], [0.231, 0.334, 0.786], [1.085, 0.829, 0.769], [4.126, 5.587, 5.205], [6.177, 3.294, 3.849], [0.049, 0.055, 0.052], [0.037, 0.042, 0.036], [3.393, 5.671, 2.928], [3.809, 4.241, 5.425], [1.671, 1.908, 0.576], [1.752, 0.753, 0.757], [5.087, 10.029, 9.079], [11.229, 9.723, 8.680], [3.983, 3.348, 3.399], [3.902, 4.263, 3.843], [23.097, 21.958, 13.480], [10.853, 12.735, 15.558], [42.892, 88.999, 43.798], [0.120, 0.097, 0.140], [5.157, 1.954, 2.008], [6.895, 5.583, 5.109], [8.226, 6.173, 3.729], [7.465, 2.705, 3.464], [1.395, 1.288, 1.283], [0.941, 1.075, 0.877], [1.777, 1.714, 1.301], [5.807, 4.472, 6.048], [53.778, 54.059, 50.211], [0.186, 0.168, 0.159], [4.264, 2.398, 2.288], [3.495, 3.537, 6.356], [24.000, 20.761, 22.749], [24.055, 20.674, 35.439], [21.753, 22.826, 23.397], [1.453, 2.858, 1.361], [0.140, 0.259, 0.152], [0.064, 0.062, 0.102], [0.079, 0.057, 0.056], [0.291, 0.264, 0.462], [0.034, 0.033, 0.045], [0.029, 0.020, 0.034], [0.021, 0.023, 0.030] +[0.007, 0.003, 0.003], [1.219, 0.177, 0.178], [1.468, 0.686, 0.408], [1.326, 0.863, 0.847], [5.638, 4.238, 5.139], [4.410, 5.633, 4.589], [0.050, 0.045, 0.081], [0.041, 0.034, 0.037], [4.491, 6.984, 6.308], [3.344, 4.428, 2.968], [3.537, 0.668, 0.582], [2.289, 1.045, 1.033], [7.972, 5.139, 4.301], [7.701, 12.110, 5.101], [3.558, 3.799, 5.213], [1.839, 1.655, 3.169], [13.484, 9.801, 17.816], [8.605, 14.204, 8.992], [30.140, 24.886, 29.765], [0.079, 0.155, 0.008], [5.180, 7.815, 2.974], [5.230, 0.410, 0.407], [9.559, 3.669, 3.627], [4.288, 4.988, 2.563], [1.388, 1.356, 1.866], [0.873, 0.938, 1.031], [1.262, 1.222, 1.834], [4.592, 8.435, 4.825], [42.454, 29.534, 45.689], [0.138, 0.138, 0.154], [4.399, 2.453, 2.587], [3.453, 3.999, 4.480], [27.585, 22.950, 21.808], [22.028, 19.219, 21.960], [20.925, 19.636, 22.809], [1.196, 1.045, 1.084], [0.166, 0.141, 0.139], [0.060, 0.058, 0.062], [0.060, 0.050, 0.054], [0.400, 0.290, 0.261], [0.034, 0.029, 0.027], [0.025, 0.020, 0.019], [0.019, 0.019, 0.020] ] } diff --git a/clickhouse-cloud/results/gcp.1.12.json b/clickhouse-cloud/results/gcp.1.12.json index 98e84a007..404fe763a 100644 --- a/clickhouse-cloud/results/gcp.1.12.json +++ b/clickhouse-cloud/results/gcp.1.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 396.562, - "data_size": 9940748285, + "load_time": 432.872, + "data_size": 9945523713, "result": [ -[0.002, 0.003, 0.021], [0.101, 0.049, 0.023], [0.369, 0.354, 0.394], [0.505, 0.427, 0.405], [2.725, 2.262, 1.813], [2.725, 2.688, 2.816], [0.035, 0.033, 0.036], [0.024, 0.023, 0.030], [2.295, 2.812, 2.255], [2.670, 2.704, 2.366], [0.658, 0.689, 0.620], [0.812, 0.789, 0.818], [2.660, 2.924, 3.042], [4.301, 4.309, 4.235], [4.234, 4.338, 4.258], [2.361, 2.519, 2.321], [15.150, 11.558, 14.185], [7.838, 12.266, 11.127], [29.583, 29.398, 29.167], [0.062, 0.008, 0.008], [4.366, 1.883, 1.843], [5.149, 0.399, 0.425], [5.785, 2.657, 2.807], [2.546, 2.525, 2.438], [1.310, 1.382, 1.412], [0.877, 0.877, 0.878], [1.339, 1.370, 1.392], [4.266, 4.644, 4.551], [52.529, 52.792, 44.357], [0.131, 0.123, 0.109], [2.094, 1.893, 1.939], [2.695, 2.640, 2.477], [16.212, 18.918, 17.226], [15.312, 15.849, 15.215], [14.822, 15.065, 15.569], [1.318, 1.270, 1.168], [0.125, 0.115, 0.117], [0.049, 0.056, 0.044], [0.046, 0.043, 0.046], [0.232, 0.219, 0.231], [0.031, 0.027, 0.033], [0.020, 0.023, 0.019], [0.022, 0.017, 0.017] +[0.003, 0.003, 0.010], [0.093, 0.041, 0.093], [0.301, 0.325, 0.321], [0.509, 0.516, 0.446], [3.184, 3.332, 2.509], [4.397, 4.574, 3.888], [0.075, 0.084, 0.039], [0.031, 0.029, 0.072], [3.483, 3.301, 3.955], [3.923, 4.018, 4.499], [0.956, 1.008, 0.995], [0.988, 0.850, 0.928], [3.141, 3.037, 2.813], [5.265, 5.068, 5.184], [4.464, 3.743, 3.623], [1.991, 1.858, 1.716], [13.583, 9.220, 13.527], [5.603, 9.924, 9.052], [23.595, 24.516, 22.752], [0.114, 0.010, 0.010], [5.678, 2.391, 2.238], [4.960, 3.237, 0.392], [4.627, 2.021, 2.079], [3.860, 2.033, 1.868], [1.231, 1.007, 1.073], [0.685, 0.849, 0.664], [1.038, 1.070, 1.080], [3.448, 3.218, 3.223], [22.302, 23.241, 22.053], [0.136, 0.118, 0.113], [2.172, 1.850, 1.996], [2.579, 2.773, 3.178], [21.601, 20.849, 21.221], [16.878, 16.465, 16.285], [18.486, 17.453, 17.022], [1.126, 1.032, 0.878], [0.152, 0.144, 0.136], [0.064, 0.059, 0.056], [0.054, 0.062, 0.051], [0.244, 0.256, 0.272], [0.039, 0.028, 0.028], [0.026, 0.025, 0.027], [0.021, 0.022, 0.019] ] } diff --git a/clickhouse-cloud/results/gcp.1.8.json b/clickhouse-cloud/results/gcp.1.8.json index 37a900d65..35d875fec 100644 --- a/clickhouse-cloud/results/gcp.1.8.json +++ b/clickhouse-cloud/results/gcp.1.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 1, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 671.129, - "data_size": 9947861043, + "load_time": 751.566, + "data_size": 9947454620, "result": [ -[0.002, 0.009, 0.009], [0.073, 0.059, 0.051], [0.556, 0.423, 0.440], [0.657, 0.661, 0.899], [4.911, 5.850, 6.150], [7.535, 9.210, 9.351], [0.121, 0.155, 0.159], [0.144, 0.089, 0.131], [8.214, 6.681, 5.879], [7.484, 7.445, 5.357], [1.320, 1.298, 1.308], [1.766, 1.785, 1.616], [7.316, 6.370, 7.067], [10.374, 14.043, 8.855], [9.011, 7.720, 7.538], [4.867, 4.565, 4.980], [30.991, 31.230, 33.885], [24.160, 18.906, 19.925], [39.600, 33.553, 33.112], [0.079, 0.011, 0.011], [6.634, 2.450, 2.345], [5.579, 0.532, 0.486], [6.659, 3.032, 3.210], [3.089, 2.793, 3.452], [1.533, 1.740, 1.457], [1.133, 1.089, 1.183], [1.650, 1.695, 1.635], [5.824, 5.881, 5.837], [71.635, 68.547, 65.999], [0.198, 0.199, 0.242], [3.291, 3.119, 3.165], [4.368, 4.357, 4.029], [33.367, 31.634, 28.802], [24.193, 23.568, 26.193], [29.636, 32.280, 29.519], [2.334, 2.124, 2.163], [0.257, 0.191, 0.270], [0.103, 0.076, 0.080], [0.071, 0.075, 0.080], [0.413, 0.431, 0.377], [0.051, 0.038, 0.040], [0.041, 0.035, 0.034], [0.030, 0.023, 0.048] +[0.021, 0.004, 0.030], [0.189, 0.097, 0.091], [0.533, 0.518, 0.624], [1.037, 1.035, 0.918], [7.024, 5.913, 4.466], [7.186, 7.341, 6.759], [0.044, 0.040, 0.036], [0.038, 0.033, 0.031], [4.497, 4.331, 5.027], [5.658, 5.803, 5.739], [1.314, 1.334, 1.135], [1.297, 1.586, 1.544], [5.824, 6.342, 7.496], [10.140, 14.036, 9.079], [6.684, 5.859, 7.153], [4.139, 2.394, 1.948], [15.306, 14.397, 14.746], [13.156, 11.786, 9.168], [23.868, 27.429, 27.446], [0.091, 0.012, 0.011], [5.571, 2.170, 2.075], [5.864, 0.506, 0.547], [6.692, 3.020, 3.081], [3.057, 2.867, 2.892], [1.417, 1.616, 1.531], [0.953, 0.967, 1.114], [1.479, 1.514, 1.683], [4.841, 4.845, 5.024], [34.622, 33.758, 32.560], [0.165, 0.157, 0.157], [3.167, 3.041, 2.948], [4.546, 4.391, 4.009], [30.094, 31.785, 28.146], [24.521, 26.674, 27.036], [25.202, 27.030, 26.493], [1.451, 1.301, 1.361], [0.183, 0.227, 0.167], [0.074, 0.081, 0.065], [0.061, 0.064, 0.070], [0.561, 0.399, 0.397], [0.059, 0.035, 0.041], [0.031, 0.031, 0.030], [0.027, 0.026, 0.028] ] } diff --git a/clickhouse-cloud/results/gcp.2.12.json b/clickhouse-cloud/results/gcp.2.12.json index da51a995e..a0a49e759 100644 --- a/clickhouse-cloud/results/gcp.2.12.json +++ b/clickhouse-cloud/results/gcp.2.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 438.637, - "data_size": 9942940238, + "load_time": 211.317, + "data_size": 9940693403, "result": [ -[0.002, 0.003, 0.005], [0.059, 0.039, 0.319], [0.255, 0.307, 0.111], [0.634, 0.160, 0.167], [1.114, 2.415, 2.333], [2.296, 4.390, 1.800], [0.085, 0.209, 0.028], [0.101, 0.032, 0.134], [2.341, 2.239, 2.280], [3.234, 2.513, 1.688], [0.933, 0.567, 0.690], [0.871, 0.956, 0.996], [1.997, 1.795, 3.509], [2.932, 5.720, 5.192], [5.034, 2.822, 2.819], [1.542, 2.712, 1.425], [6.538, 13.546, 16.928], [4.335, 8.452, 13.677], [20.093, 18.032, 31.385], [0.338, 0.008, 0.088], [15.971, 4.843, 1.304], [3.431, 5.811, 0.554], [6.904, 3.275, 3.392], [3.639, 39.224, 1.723], [1.538, 0.908, 0.976], [1.384, 0.616, 0.992], [1.684, 0.893, 1.792], [3.952, 16.257, 4.322], [46.604, 45.582, 45.045], [0.149, 0.147, 0.131], [2.350, 3.727, 1.741], [7.052, 3.516, 2.223], [31.422, 25.078, 16.212], [20.641, 20.753, 15.126], [14.801, 14.174, 14.506], [1.229, 1.190, 1.446], [0.145, 0.314, 0.113], [0.315, 0.077, 0.057], [0.165, 0.040, 0.040], [0.261, 0.283, 0.207], [0.034, 0.316, 0.028], [0.031, 0.348, 0.021], [0.036, 0.027, 0.026] +[0.010, 0.003, 0.002], [0.274, 0.017, 0.019], [0.364, 0.115, 0.114], [0.586, 0.526, 0.193], [2.161, 2.052, 1.334], [3.853, 2.382, 3.961], [0.243, 0.127, 0.032], [0.157, 0.030, 0.026], [3.390, 1.814, 1.671], [3.583, 3.545, 1.938], [0.596, 0.469, 0.639], [0.835, 0.805, 0.704], [2.672, 1.870, 2.053], [4.226, 3.677, 3.122], [2.787, 3.491, 3.333], [1.841, 1.296, 1.644], [8.384, 11.761, 6.208], [7.298, 4.736, 9.926], [17.857, 16.163, 21.852], [0.138, 0.008, 0.007], [13.611, 1.382, 1.324], [3.385, 0.340, 6.662], [14.053, 6.874, 1.869], [5.076, 2.404, 37.275], [0.929, 1.294, 1.232], [0.835, 0.812, 0.635], [0.916, 0.871, 1.221], [3.189, 4.390, 4.142], [28.445, 20.486, 20.118], [0.364, 0.111, 0.118], [1.857, 3.859, 1.906], [7.003, 2.797, 2.841], [18.636, 18.373, 18.433], [29.171, 15.002, 15.507], [15.718, 14.817, 14.595], [0.924, 0.943, 0.831], [0.372, 0.112, 0.132], [0.391, 0.049, 0.057], [0.048, 0.207, 0.046], [0.238, 0.208, 0.200], [0.341, 0.033, 0.032], [0.024, 0.274, 0.022], [0.219, 0.018, 0.015] ] } diff --git a/clickhouse-cloud/results/gcp.2.120.json b/clickhouse-cloud/results/gcp.2.120.json index 0e6df67c4..2078526d8 100644 --- a/clickhouse-cloud/results/gcp.2.120.json +++ b/clickhouse-cloud/results/gcp.2.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 75.616, - "data_size": 9951005106, + "load_time": 33.741, + "data_size": 9951462552, "result": [ -[0.002, 0.003, 0.002], [0.531, 0.027, 0.019], [0.043, 0.033, 0.037], [0.046, 0.039, 0.393], [0.298, 0.351, 0.241], [0.312, 0.310, 0.593], [0.192, 0.016, 0.019], [0.018, 0.165, 0.019], [0.591, 0.355, 0.312], [0.380, 0.738, 0.452], [0.156, 0.320, 0.193], [0.427, 0.168, 0.194], [0.661, 0.477, 0.455], [0.662, 0.678, 0.621], [0.448, 0.414, 0.397], [0.284, 0.248, 0.249], [1.710, 1.289, 1.261], [0.772, 0.735, 0.720], [2.966, 2.081, 2.557], [0.021, 0.125, 0.007], [2.029, 0.340, 0.440], [0.633, 0.128, 0.112], [0.629, 0.340, 2.046], [0.445, 44.064, 0.587], [0.171, 0.168, 0.204], [0.132, 0.106, 0.115], [0.183, 0.158, 0.190], [0.452, 0.472, 0.475], [4.483, 5.962, 5.024], [0.041, 0.178, 0.041], [0.314, 0.279, 0.690], [0.452, 1.183, 0.518], [2.593, 2.188, 2.111], [1.800, 1.540, 1.713], [1.784, 1.623, 1.974], [0.268, 0.365, 0.246], [0.063, 0.051, 0.200], [0.037, 0.045, 0.036], [0.212, 0.037, 0.038], [0.248, 0.102, 0.105], [0.021, 0.277, 0.021], [0.199, 0.023, 0.022], [0.016, 0.019, 0.017] +[0.003, 0.002, 0.002], [0.245, 0.566, 0.022], [0.227, 0.171, 0.044], [0.356, 0.250, 0.043], [0.509, 0.379, 0.356], [0.767, 0.425, 0.349], [0.219, 0.161, 0.022], [0.112, 0.110, 0.025], [0.409, 0.297, 0.286], [0.393, 0.673, 0.533], [0.313, 0.156, 0.147], [0.360, 0.174, 0.188], [0.457, 0.282, 0.502], [0.465, 0.625, 0.494], [0.515, 0.502, 0.316], [0.380, 0.248, 0.218], [1.264, 1.036, 1.485], [0.593, 0.622, 0.730], [2.869, 1.908, 1.818], [0.106, 0.121, 0.010], [1.557, 1.316, 0.516], [0.772, 0.585, 0.096], [1.224, 0.297, 1.451], [16.757, 12.069, 9.240], [0.170, 0.172, 0.165], [0.450, 0.116, 0.110], [0.395, 0.154, 0.163], [0.410, 1.317, 0.392], [3.280, 2.753, 2.230], [0.040, 0.250, 0.035], [0.642, 0.552, 0.268], [1.069, 0.390, 0.397], [2.745, 1.962, 1.731], [1.323, 1.236, 1.474], [1.423, 1.453, 1.482], [0.178, 0.231, 0.165], [0.178, 0.248, 0.065], [0.034, 0.042, 0.034], [0.176, 0.143, 0.036], [0.197, 0.122, 0.140], [0.277, 0.212, 0.019], [0.192, 0.026, 0.179], [0.017, 0.016, 0.019] ] } diff --git a/clickhouse-cloud/results/gcp.2.16.json b/clickhouse-cloud/results/gcp.2.16.json index f65887ba0..e8b3280c8 100644 --- a/clickhouse-cloud/results/gcp.2.16.json +++ b/clickhouse-cloud/results/gcp.2.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 287.557, - "data_size": 9943221654, + "load_time": 205.477, + "data_size": 9942696291, "result": [ -[0.002, 0.002, 0.002], [0.051, 0.403, 0.023], [0.179, 0.301, 0.176], [0.310, 0.261, 0.607], [1.426, 1.371, 1.539], [1.829, 1.391, 1.260], [0.213, 0.037, 0.052], [0.097, 0.026, 0.023], [1.661, 1.499, 1.434], [1.476, 1.283, 1.393], [0.482, 0.412, 0.337], [0.586, 0.431, 0.454], [1.949, 1.492, 1.772], [3.107, 2.367, 2.131], [2.582, 2.506, 2.509], [1.546, 1.266, 2.040], [5.092, 7.457, 4.328], [4.273, 4.710, 3.309], [19.331, 11.287, 19.027], [0.274, 0.052, 0.008], [2.940, 11.853, 1.408], [3.469, 0.330, 2.581], [12.537, 1.514, 4.092], [1.897, 38.773, 1.328], [1.001, 0.730, 0.921], [0.621, 0.625, 0.636], [0.720, 0.724, 1.043], [2.305, 2.244, 2.275], [35.969, 27.015, 27.561], [0.309, 0.106, 0.089], [2.806, 1.437, 1.394], [2.404, 2.339, 5.276], [14.377, 12.268, 12.182], [16.050, 11.316, 6.737], [7.140, 6.759, 6.940], [1.012, 0.983, 0.928], [0.108, 0.311, 0.095], [0.048, 0.276, 0.053], [0.192, 0.046, 0.058], [0.546, 0.183, 0.163], [0.027, 0.247, 0.022], [0.285, 0.022, 0.023], [0.243, 0.019, 0.015] +[0.002, 0.003, 0.002], [0.162, 0.243, 0.016], [0.241, 0.344, 0.158], [0.397, 0.502, 0.175], [1.277, 1.348, 1.332], [2.227, 1.964, 1.912], [0.140, 0.030, 0.025], [0.025, 0.025, 0.145], [1.814, 1.941, 2.004], [1.974, 2.538, 2.037], [0.545, 0.514, 0.464], [0.754, 0.544, 0.541], [2.606, 2.211, 2.227], [3.436, 3.931, 3.805], [2.749, 2.751, 2.571], [1.469, 1.213, 1.140], [4.961, 6.546, 6.491], [3.916, 3.694, 3.806], [10.528, 15.092, 14.802], [0.157, 0.010, 0.158], [4.363, 1.106, 10.795], [2.717, 0.263, 3.930], [4.590, 1.518, 1.511], [34.306, 2.080, 2.076], [1.081, 0.738, 1.089], [0.695, 0.666, 0.492], [0.701, 0.750, 0.748], [3.528, 3.582, 2.499], [17.469, 27.355, 16.210], [0.103, 0.112, 0.116], [2.085, 1.662, 1.614], [3.069, 2.036, 6.726], [16.681, 19.587, 15.183], [8.538, 13.110, 8.187], [16.506, 8.197, 13.066], [0.849, 0.886, 0.649], [0.101, 0.328, 0.096], [0.047, 0.313, 0.052], [0.212, 0.059, 0.048], [0.512, 0.185, 0.183], [0.278, 0.032, 0.026], [0.222, 0.025, 0.024], [0.021, 0.269, 0.018] ] } diff --git a/clickhouse-cloud/results/gcp.2.236.json b/clickhouse-cloud/results/gcp.2.236.json index b7841714f..a2f761b8e 100644 --- a/clickhouse-cloud/results/gcp.2.236.json +++ b/clickhouse-cloud/results/gcp.2.236.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 236GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 90.293, - "data_size": 9950621157, + "load_time": 47.847, + "data_size": 9953616262, "result": [ -[0.003, 0.003, 0.004], [0.487, 0.027, 0.026], [0.046, 0.036, 0.462], [0.046, 0.289, 0.153], [0.243, 0.317, 0.210], [0.256, 0.250, 0.551], [0.186, 0.019, 0.021], [0.027, 0.027, 0.027], [0.715, 0.457, 0.449], [0.426, 0.493, 0.469], [0.163, 0.162, 0.354], [0.348, 0.154, 0.169], [0.325, 0.284, 0.255], [0.554, 0.439, 0.419], [0.325, 0.302, 0.478], [0.243, 0.227, 0.191], [0.686, 0.688, 0.666], [0.541, 0.499, 0.612], [1.817, 1.515, 1.421], [0.027, 0.007, 0.105], [0.274, 0.206, 1.362], [0.998, 0.345, 0.088], [0.366, 0.243, 1.164], [46.769, 0.389, 0.354], [0.122, 0.122, 0.131], [0.088, 0.092, 0.096], [0.123, 0.164, 0.130], [0.382, 0.381, 0.521], [2.423, 2.337, 2.294], [0.168, 0.045, 0.046], [0.281, 0.272, 0.277], [0.413, 0.345, 0.337], [2.316, 1.417, 1.713], [1.143, 1.052, 1.386], [1.121, 1.309, 1.144], [0.143, 0.159, 0.148], [0.085, 0.259, 0.045], [0.042, 0.038, 0.049], [0.047, 0.043, 0.185], [0.120, 0.351, 0.098], [0.318, 0.026, 0.033], [0.182, 0.022, 0.023], [0.029, 0.016, 0.018] +[0.003, 0.004, 0.003], [0.239, 0.029, 0.031], [0.175, 0.035, 0.363], [0.365, 0.624, 0.043], [0.258, 0.236, 0.287], [0.481, 0.444, 0.460], [0.156, 0.021, 0.021], [0.277, 0.113, 0.027], [0.673, 0.454, 0.466], [0.746, 0.496, 0.544], [0.378, 0.169, 0.162], [0.430, 0.368, 0.168], [0.504, 0.360, 0.296], [0.384, 0.507, 0.398], [0.435, 0.285, 0.419], [0.155, 0.147, 0.123], [0.609, 0.747, 0.772], [0.382, 0.377, 0.424], [1.287, 1.153, 1.590], [0.144, 0.116, 0.010], [0.880, 1.177, 0.198], [0.389, 0.875, 0.097], [0.979, 0.261, 0.261], [43.236, 0.943, 0.737], [0.338, 0.163, 0.168], [0.104, 0.105, 0.109], [0.146, 0.142, 0.183], [0.451, 0.492, 0.419], [1.982, 1.597, 1.521], [0.173, 0.048, 0.046], [0.526, 0.399, 0.395], [0.947, 0.871, 0.521], [1.544, 1.416, 1.161], [1.167, 1.168, 1.126], [1.181, 1.314, 1.346], [0.115, 0.095, 0.135], [0.100, 0.300, 0.064], [0.329, 0.179, 0.044], [0.616, 0.035, 0.033], [0.131, 0.110, 0.405], [0.309, 0.205, 0.026], [0.027, 0.198, 0.025], [0.017, 0.019, 0.021] ] } diff --git a/clickhouse-cloud/results/gcp.2.32.json b/clickhouse-cloud/results/gcp.2.32.json index 23e47c5fd..3dc314ead 100644 --- a/clickhouse-cloud/results/gcp.2.32.json +++ b/clickhouse-cloud/results/gcp.2.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 147.070, - "data_size": 9945925540, + "load_time": 80.175, + "data_size": 9947067457, "result": [ -[0.111, 0.004, 0.003], [0.096, 1.115, 0.134], [0.166, 0.146, 0.909], [1.185, 0.162, 0.142], [0.734, 0.800, 0.688], [1.076, 1.118, 1.288], [0.194, 0.030, 0.026], [0.019, 0.019, 0.021], [0.989, 1.150, 0.832], [0.963, 0.999, 1.101], [0.426, 0.241, 0.265], [0.493, 0.354, 0.338], [1.017, 0.950, 0.979], [1.564, 1.542, 1.513], [1.699, 1.144, 1.612], [0.929, 0.899, 0.803], [3.336, 2.820, 3.348], [1.789, 1.871, 1.806], [7.764, 5.874, 6.013], [0.175, 0.008, 0.033], [1.325, 6.019, 0.533], [1.412, 0.573, 0.159], [6.437, 1.703, 0.872], [43.253, 0.808, 0.869], [0.383, 0.386, 0.422], [0.275, 0.286, 0.292], [0.397, 0.377, 0.383], [1.257, 1.351, 1.287], [19.010, 15.247, 15.798], [0.069, 0.062, 0.183], [1.240, 0.882, 0.818], [2.982, 1.323, 1.534], [4.102, 4.013, 4.337], [4.374, 4.256, 4.065], [4.060, 4.318, 4.388], [0.535, 0.685, 0.597], [0.059, 0.199, 0.083], [0.038, 0.051, 0.048], [0.168, 0.050, 0.036], [0.116, 0.106, 0.271], [0.023, 0.293, 0.021], [0.166, 0.022, 0.021], [0.016, 0.016, 0.019] +[0.002, 0.002, 0.003], [0.227, 0.022, 0.024], [0.239, 0.111, 0.096], [0.266, 0.245, 0.118], [0.590, 0.521, 0.538], [1.194, 0.970, 0.817], [0.121, 0.020, 0.021], [0.158, 0.121, 0.018], [0.919, 0.784, 0.648], [1.020, 0.824, 0.801], [0.249, 0.299, 0.189], [0.350, 0.288, 0.286], [0.840, 0.905, 0.722], [1.212, 1.128, 1.436], [0.929, 1.172, 0.994], [0.672, 0.762, 0.511], [2.406, 2.165, 2.580], [1.539, 1.166, 1.140], [4.588, 4.272, 3.302], [0.113, 0.140, 0.007], [2.544, 0.588, 0.607], [1.487, 5.728, 0.165], [5.329, 0.728, 0.754], [28.232, 9.710, 0.906], [0.373, 0.416, 0.364], [0.257, 0.251, 0.329], [0.353, 0.345, 0.420], [1.323, 1.167, 1.093], [9.232, 10.800, 8.744], [0.118, 0.149, 0.054], [0.945, 0.695, 0.874], [2.345, 0.800, 0.909], [5.733, 5.304, 4.055], [3.517, 3.404, 3.460], [3.417, 3.305, 3.209], [0.374, 0.522, 0.493], [0.070, 0.180, 0.061], [0.040, 0.037, 0.040], [0.036, 0.176, 0.036], [0.101, 0.122, 0.220], [0.272, 0.021, 0.023], [0.167, 0.019, 0.017], [0.016, 0.013, 0.015] ] } diff --git a/clickhouse-cloud/results/gcp.2.64.json b/clickhouse-cloud/results/gcp.2.64.json index 7464aae1c..f51a78717 100644 --- a/clickhouse-cloud/results/gcp.2.64.json +++ b/clickhouse-cloud/results/gcp.2.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 85.551, - "data_size": 9946772558, + "load_time": 53.287, + "data_size": 9950573667, "result": [ -[0.003, 0.002, 0.002], [0.562, 0.024, 0.023], [0.052, 0.389, 0.198], [0.346, 0.061, 0.058], [0.431, 0.370, 0.342], [0.736, 0.521, 0.508], [0.015, 0.017, 0.153], [0.019, 0.022, 0.020], [0.483, 0.584, 0.503], [0.513, 0.477, 0.626], [0.321, 0.161, 0.174], [0.191, 0.199, 0.349], [0.584, 0.583, 0.615], [0.871, 0.691, 0.918], [0.802, 1.017, 0.615], [0.377, 0.367, 0.461], [1.725, 1.620, 1.581], [1.073, 1.276, 1.210], [3.562, 2.763, 3.160], [0.104, 0.009, 0.007], [3.459, 0.377, 0.622], [0.737, 0.856, 0.099], [0.859, 0.438, 3.348], [0.560, 0.531, 0.533], [0.239, 0.270, 0.238], [0.203, 0.153, 0.151], [0.275, 0.256, 0.218], [0.798, 0.642, 0.614], [7.257, 10.627, 8.202], [0.049, 0.043, 0.044], [0.839, 0.511, 0.492], [0.679, 0.650, 1.909], [2.341, 2.289, 2.577], [2.289, 2.249, 2.351], [2.528, 2.280, 2.349], [0.308, 0.368, 0.394], [0.081, 0.199, 0.070], [0.042, 0.044, 0.048], [0.044, 0.187, 0.042], [0.117, 0.282, 0.115], [0.324, 0.030, 0.023], [0.024, 0.025, 0.275], [0.020, 0.016, 0.020] +[0.003, 0.002, 0.003], [0.733, 0.029, 0.031], [0.290, 0.058, 0.416], [0.341, 0.248, 0.139], [0.487, 0.513, 0.434], [0.856, 0.890, 0.676], [0.137, 0.016, 0.140], [0.200, 0.132, 0.092], [0.725, 0.522, 0.719], [0.780, 0.645, 0.646], [0.246, 0.215, 0.204], [0.355, 0.234, 0.199], [0.775, 0.649, 1.133], [0.959, 0.723, 1.081], [0.854, 0.806, 0.600], [0.341, 0.381, 0.482], [1.444, 1.571, 1.450], [0.829, 0.818, 0.970], [3.302, 3.181, 3.034], [0.074, 0.267, 0.009], [1.818, 0.399, 0.399], [0.929, 3.494, 0.109], [2.785, 0.471, 1.492], [22.975, 0.663, 0.657], [0.273, 0.588, 0.264], [0.183, 0.162, 0.148], [0.217, 0.225, 0.214], [0.932, 0.647, 0.660], [6.053, 5.349, 5.366], [0.304, 0.399, 0.115], [0.752, 0.606, 0.517], [1.497, 1.246, 0.689], [2.898, 3.062, 2.842], [2.256, 2.461, 2.384], [2.477, 2.786, 2.709], [0.297, 0.260, 0.235], [0.187, 0.065, 0.060], [0.040, 0.044, 0.047], [0.090, 0.042, 0.036], [0.281, 0.113, 0.125], [0.174, 0.025, 0.325], [0.047, 0.022, 0.024], [0.017, 0.020, 0.020] ] } diff --git a/clickhouse-cloud/results/gcp.2.8.json b/clickhouse-cloud/results/gcp.2.8.json index 1688ea5f7..5dc4ab219 100644 --- a/clickhouse-cloud/results/gcp.2.8.json +++ b/clickhouse-cloud/results/gcp.2.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 2, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 624.235, - "data_size": 9946472478, + "load_time": 346.982, + "data_size": 9940517588, "result": [ -[0.002, 0.003, 0.003], [0.436, 0.101, 0.027], [0.489, 0.485, 0.453], [0.932, 0.638, 0.509], [2.048, 1.976, 3.277], [5.523, 4.064, 4.729], [0.036, 0.297, 0.046], [0.031, 0.029, 0.124], [4.031, 3.983, 3.735], [5.097, 4.084, 5.364], [0.892, 1.071, 1.015], [1.369, 1.248, 1.048], [5.071, 3.789, 3.188], [8.329, 5.543, 5.561], [7.926, 7.850, 6.558], [3.138, 4.210, 3.896], [22.415, 19.156, 15.050], [12.186, 13.088, 12.221], [38.042, 31.820, 33.293], [0.083, 0.356, 0.010], [26.472, 4.850, 1.936], [5.362, 6.587, 0.535], [25.827, 6.443, 3.508], [44.375, 2.833, 2.906], [1.655, 1.515, 1.658], [1.069, 0.972, 1.079], [1.408, 1.446, 1.447], [4.730, 5.520, 5.878], [81.599, 66.310, 57.415], [0.159, 0.150, 0.325], [3.321, 4.205, 3.137], [4.248, 11.743, 4.316], [31.036, 33.499, 35.478], [24.170, 24.829, 28.875], [29.419, 23.913, 23.106], [1.865, 1.767, 1.752], [0.212, 0.201, 0.216], [0.079, 0.074, 0.080], [0.066, 0.137, 0.077], [0.371, 0.366, 0.356], [0.040, 0.251, 0.033], [0.027, 0.031, 0.031], [0.367, 0.026, 0.031] +[0.031, 0.004, 0.004], [0.240, 0.292, 0.029], [0.413, 0.586, 0.455], [1.541, 1.129, 0.451], [2.113, 3.880, 1.888], [3.356, 5.580, 5.539], [0.142, 0.037, 0.247], [0.129, 0.033, 0.035], [2.562, 2.281, 4.715], [4.396, 3.132, 5.396], [0.687, 0.551, 0.592], [1.462, 1.432, 0.811], [2.984, 6.501, 3.157], [9.878, 4.639, 7.562], [9.057, 7.161, 6.665], [3.210, 4.253, 1.860], [13.888, 26.053, 24.916], [9.762, 9.744, 20.247], [26.249, 46.255, 45.707], [0.171, 0.248, 0.010], [14.061, 17.556, 2.070], [5.205, 0.478, 0.447], [19.017, 16.047, 6.071], [14.870, 7.251, 3.082], [1.873, 1.497, 1.424], [1.614, 0.968, 0.961], [2.658, 1.545, 1.490], [5.028, 4.893, 26.952], [49.646, 33.672, 31.860], [0.167, 0.390, 0.159], [4.409, 3.001, 2.807], [10.825, 4.684, 4.287], [28.863, 35.342, 28.199], [27.221, 24.194, 23.876], [23.341, 25.307, 26.874], [1.543, 1.524, 1.345], [0.277, 0.378, 0.241], [0.344, 0.064, 0.070], [0.078, 0.066, 0.101], [0.397, 0.407, 0.464], [0.261, 0.035, 0.033], [0.240, 0.027, 0.036], [0.024, 0.026, 0.024] ] } diff --git a/clickhouse-cloud/results/gcp.3.12.json b/clickhouse-cloud/results/gcp.3.12.json index defc75cb5..78c45eafa 100644 --- a/clickhouse-cloud/results/gcp.3.12.json +++ b/clickhouse-cloud/results/gcp.3.12.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 12GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 405.591, - "data_size": 9941059364, + "load_time": 141.316, + "data_size": 9941724529, "result": [ -[0.002, 0.004, 0.002], [0.072, 0.044, 0.438], [0.570, 0.308, 0.329], [0.770, 0.800, 0.174], [1.191, 1.154, 1.158], [3.630, 2.398, 2.141], [0.224, 0.160, 0.032], [0.311, 0.028, 0.075], [3.149, 1.821, 2.775], [3.248, 3.173, 2.034], [0.631, 0.588, 0.666], [0.761, 0.855, 0.666], [2.281, 1.992, 2.990], [3.517, 4.857, 3.004], [3.430, 2.453, 3.027], [1.541, 1.601, 1.625], [7.305, 11.478, 7.198], [4.711, 4.874, 7.611], [25.300, 20.041, 19.360], [0.059, 0.008, 0.256], [15.582, 15.546, 1.313], [3.434, 5.248, 0.456], [6.172, 2.883, 16.479], [5.965, 39.976, 2.742], [1.416, 0.872, 1.616], [0.651, 1.046, 0.633], [1.003, 1.135, 0.932], [3.397, 17.229, 2.984], [46.843, 37.109, 37.409], [0.271, 0.199, 0.143], [2.796, 1.948, 3.590], [2.733, 6.833, 2.480], [25.881, 18.794, 19.631], [29.379, 16.171, 15.171], [16.513, 15.164, 15.415], [1.243, 1.353, 1.336], [0.320, 0.216, 0.133], [0.327, 0.198, 0.059], [0.054, 0.176, 0.116], [0.382, 0.218, 0.616], [0.028, 0.377, 0.027], [0.028, 0.026, 0.283], [0.241, 0.021, 0.226] +[0.002, 0.013, 0.002], [0.308, 0.147, 0.054], [0.280, 0.387, 0.382], [0.796, 0.338, 0.172], [1.083, 2.327, 2.301], [2.028, 3.316, 2.796], [0.142, 0.033, 0.031], [0.158, 0.025, 0.030], [2.787, 2.218, 1.652], [1.890, 1.836, 1.609], [0.529, 0.455, 0.692], [0.531, 0.754, 0.673], [2.071, 1.922, 1.753], [3.193, 3.213, 3.053], [5.076, 3.706, 3.445], [1.265, 1.323, 1.195], [8.132, 5.647, 7.993], [7.942, 3.443, 3.336], [16.322, 16.611, 25.987], [0.154, 0.235, 0.007], [14.653, 9.340, 1.935], [8.995, 3.269, 0.367], [12.792, 12.539, 2.749], [24.103, 18.872, 2.649], [1.371, 1.501, 1.003], [0.617, 0.807, 0.597], [1.271, 1.293, 1.098], [3.392, 3.280, 3.350], [20.784, 20.865, 20.752], [0.376, 0.114, 0.131], [2.262, 4.372, 1.817], [8.290, 2.968, 2.666], [17.408, 16.748, 19.480], [27.574, 27.326, 14.732], [14.693, 14.152, 13.148], [0.937, 1.025, 0.818], [0.366, 0.187, 0.208], [0.270, 0.143, 0.041], [0.049, 0.050, 0.235], [0.555, 0.219, 0.261], [0.297, 0.024, 0.176], [0.034, 0.306, 0.157], [0.215, 0.104, 0.029] ] } diff --git a/clickhouse-cloud/results/gcp.3.120.json b/clickhouse-cloud/results/gcp.3.120.json index fbc75c4f8..8a9fa4c1b 100644 --- a/clickhouse-cloud/results/gcp.3.120.json +++ b/clickhouse-cloud/results/gcp.3.120.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 120GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 74.495, - "data_size": 9951313728, + "load_time": 16.861, + "data_size": 9955831907, "result": [ -[0.002, 0.002, 0.003], [0.260, 0.212, 0.086], [0.338, 0.034, 0.034], [0.283, 0.250, 0.044], [0.293, 0.280, 0.288], [0.611, 0.487, 0.315], [0.016, 0.173, 0.014], [0.146, 0.017, 0.019], [0.361, 0.548, 0.345], [0.494, 0.337, 0.343], [0.372, 0.179, 0.276], [0.190, 0.384, 0.200], [0.409, 0.401, 0.298], [0.539, 0.528, 0.564], [0.672, 0.489, 0.603], [0.363, 0.344, 0.334], [1.301, 1.218, 1.057], [0.781, 0.762, 0.830], [2.401, 1.962, 1.989], [0.222, 0.007, 0.056], [2.114, 0.226, 0.450], [1.404, 0.083, 0.477], [1.864, 0.289, 0.582], [54.808, 0.418, 0.470], [0.187, 0.177, 0.166], [0.115, 0.122, 0.112], [0.151, 0.203, 0.182], [0.612, 0.438, 0.530], [5.579, 4.208, 4.637], [0.268, 0.038, 0.041], [0.370, 0.546, 0.320], [1.095, 0.762, 0.462], [1.974, 2.294, 2.405], [1.426, 1.499, 1.473], [1.377, 1.533, 1.609], [0.276, 0.267, 0.273], [0.194, 0.055, 0.050], [0.034, 0.033, 0.034], [0.194, 0.174, 0.039], [0.469, 0.089, 0.191], [0.024, 0.025, 0.025], [0.297, 0.246, 0.019], [0.015, 0.016, 0.015] +[0.003, 0.002, 0.003], [0.412, 0.082, 0.524], [0.489, 0.233, 0.143], [0.359, 0.374, 0.045], [0.282, 0.476, 0.276], [0.403, 0.625, 0.449], [0.156, 0.129, 0.014], [0.129, 0.119, 0.016], [0.534, 0.466, 0.450], [0.426, 0.534, 0.479], [0.279, 0.156, 0.249], [0.359, 0.375, 0.156], [0.330, 0.391, 0.351], [0.503, 0.455, 0.471], [0.475, 0.514, 0.335], [0.263, 0.245, 0.184], [0.849, 0.826, 0.820], [0.578, 0.627, 0.561], [2.119, 1.731, 1.838], [0.184, 0.007, 0.171], [1.334, 1.383, 1.191], [0.528, 0.619, 1.128], [1.765, 0.314, 2.125], [28.323, 33.608, 0.420], [0.170, 0.265, 0.163], [0.111, 0.119, 0.113], [0.172, 0.179, 0.181], [0.518, 0.529, 0.463], [2.939, 3.076, 2.336], [0.165, 0.184, 0.037], [0.550, 0.316, 0.288], [1.235, 0.764, 0.470], [2.212, 2.069, 2.137], [1.140, 1.352, 1.714], [1.304, 1.279, 1.348], [0.173, 0.137, 0.185], [0.268, 0.254, 0.059], [0.039, 0.039, 0.036], [0.187, 0.224, 0.152], [0.402, 0.217, 0.117], [0.306, 0.301, 0.020], [0.168, 0.202, 0.021], [0.015, 0.015, 0.014] ] } diff --git a/clickhouse-cloud/results/gcp.3.16.json b/clickhouse-cloud/results/gcp.3.16.json index ff32168eb..f3e2a4cf6 100644 --- a/clickhouse-cloud/results/gcp.3.16.json +++ b/clickhouse-cloud/results/gcp.3.16.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 16GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 289.010, - "data_size": 9940233961, + "load_time": 115.987, + "data_size": 9942804749, "result": [ -[0.003, 0.002, 0.002], [0.418, 0.047, 0.020], [0.768, 0.094, 0.145], [0.176, 0.536, 0.135], [1.409, 0.895, 1.211], [1.706, 2.317, 1.387], [0.259, 0.026, 0.028], [0.145, 0.024, 0.097], [1.574, 1.998, 1.317], [1.803, 1.815, 1.830], [0.509, 0.420, 0.365], [0.553, 0.585, 0.552], [1.814, 1.465, 1.562], [2.518, 2.579, 2.342], [2.719, 2.288, 2.497], [1.682, 1.743, 1.348], [5.404, 5.392, 5.446], [4.976, 4.958, 4.485], [25.972, 11.300, 14.393], [0.189, 0.049, 0.010], [3.049, 12.080, 10.412], [3.804, 2.690, 2.598], [12.115, 11.605, 1.501], [38.233, 2.040, 1.748], [0.992, 0.712, 0.967], [0.511, 0.556, 0.484], [0.932, 0.732, 0.727], [2.444, 2.850, 2.374], [35.531, 35.676, 35.776], [0.260, 0.172, 0.088], [3.061, 1.413, 1.425], [6.371, 2.396, 4.461], [14.069, 14.367, 13.138], [17.469, 10.930, 6.905], [7.328, 19.402, 7.051], [1.045, 0.863, 0.971], [0.100, 0.110, 0.409], [0.290, 0.045, 0.047], [0.050, 0.200, 0.051], [0.175, 0.552, 0.171], [0.025, 0.026, 0.256], [0.237, 0.139, 0.026], [0.346, 0.105, 0.021] +[0.003, 0.005, 0.002], [0.265, 0.310, 0.022], [0.420, 0.159, 0.361], [0.521, 0.185, 0.254], [1.310, 1.304, 1.529], [2.120, 2.516, 1.663], [0.144, 0.030, 0.162], [0.144, 0.022, 0.115], [1.732, 1.327, 1.716], [1.854, 1.987, 1.729], [0.618, 0.429, 0.486], [0.630, 0.522, 0.485], [2.053, 1.915, 1.805], [2.922, 2.440, 3.007], [1.769, 2.299, 1.574], [1.034, 0.900, 1.395], [4.435, 6.896, 4.229], [2.346, 2.379, 3.345], [12.063, 10.996, 15.616], [0.132, 0.007, 0.007], [8.527, 1.096, 1.139], [7.690, 10.849, 2.743], [10.428, 7.565, 1.436], [37.439, 1.459, 25.666], [0.723, 1.055, 0.752], [0.481, 0.721, 0.566], [0.857, 1.354, 1.374], [11.456, 11.365, 2.245], [23.942, 29.602, 16.061], [0.329, 0.114, 0.118], [2.614, 1.843, 1.812], [6.058, 2.584, 4.892], [17.811, 14.784, 13.915], [7.389, 11.128, 7.736], [7.119, 10.861, 11.315], [0.743, 0.646, 0.839], [0.127, 0.119, 0.123], [0.412, 0.062, 0.048], [0.189, 0.056, 0.074], [0.405, 0.235, 0.463], [0.232, 0.148, 0.025], [0.026, 0.271, 0.028], [0.019, 0.016, 0.018] ] } diff --git a/clickhouse-cloud/results/gcp.3.236.json b/clickhouse-cloud/results/gcp.3.236.json index f8cc7e33b..cb3d94143 100644 --- a/clickhouse-cloud/results/gcp.3.236.json +++ b/clickhouse-cloud/results/gcp.3.236.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 236GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 89.672, - "data_size": 9950396333, + "load_time": 17.039, + "data_size": 9950514510, "result": [ -[0.003, 0.002, 0.003], [0.302, 0.032, 0.029], [0.347, 0.038, 0.028], [0.323, 0.050, 0.044], [0.324, 0.245, 0.372], [0.489, 0.244, 0.242], [0.165, 0.017, 0.025], [0.110, 0.029, 0.027], [0.449, 0.422, 0.415], [0.818, 0.502, 0.559], [0.435, 0.163, 0.150], [0.429, 0.152, 0.154], [0.389, 0.329, 0.333], [0.388, 0.682, 0.538], [0.514, 0.383, 0.637], [0.245, 0.194, 0.898], [0.643, 0.605, 0.603], [0.389, 0.371, 0.418], [1.273, 1.812, 1.164], [0.023, 0.205, 0.006], [1.282, 0.268, 0.885], [0.336, 0.073, 0.344], [1.133, 0.797, 0.374], [0.381, 46.595, 0.355], [0.141, 0.127, 0.140], [0.098, 0.099, 0.119], [0.129, 0.125, 0.111], [0.418, 0.350, 0.535], [3.007, 2.885, 2.360], [0.296, 0.049, 0.065], [0.306, 0.591, 0.269], [0.901, 0.401, 0.427], [1.135, 1.138, 1.329], [1.202, 1.120, 1.046], [1.312, 1.408, 1.113], [0.309, 0.146, 0.134], [0.306, 0.073, 0.051], [0.043, 0.045, 0.046], [0.201, 0.160, 0.041], [0.174, 0.252, 0.124], [0.296, 0.223, 0.035], [0.180, 0.020, 0.206], [0.019, 0.021, 0.017] +[0.003, 0.003, 0.003], [0.435, 0.111, 0.031], [0.160, 0.342, 0.349], [0.156, 0.590, 0.122], [0.508, 0.275, 0.241], [0.425, 0.209, 0.492], [0.191, 0.145, 0.016], [0.136, 0.103, 0.018], [0.558, 0.394, 0.511], [0.518, 0.456, 0.430], [0.425, 0.301, 0.218], [0.368, 0.131, 0.129], [0.277, 0.335, 0.444], [0.368, 0.350, 0.342], [0.391, 0.405, 0.242], [0.155, 0.148, 0.151], [0.606, 0.766, 0.581], [0.522, 0.427, 0.432], [1.414, 1.208, 1.203], [0.128, 0.006, 0.006], [1.295, 0.174, 0.181], [0.738, 0.377, 0.079], [1.268, 1.335, 0.523], [5.796, 59.748, 0.441], [0.801, 0.116, 0.306], [0.098, 0.109, 0.091], [0.112, 0.134, 0.129], [0.791, 1.070, 0.380], [2.479, 1.781, 1.689], [0.165, 0.038, 0.039], [0.586, 0.341, 0.254], [0.873, 0.368, 0.377], [2.010, 1.656, 1.767], [1.461, 1.142, 1.140], [1.146, 1.421, 1.426], [0.122, 0.112, 0.133], [0.247, 0.043, 0.060], [0.028, 0.305, 0.236], [0.186, 0.033, 0.150], [0.183, 0.085, 0.113], [0.018, 0.236, 0.184], [0.230, 0.023, 0.021], [0.015, 0.018, 0.015] ] } diff --git a/clickhouse-cloud/results/gcp.3.32.json b/clickhouse-cloud/results/gcp.3.32.json index e236d6e26..c914e0a37 100644 --- a/clickhouse-cloud/results/gcp.3.32.json +++ b/clickhouse-cloud/results/gcp.3.32.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 32GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 158.944, - "data_size": 9943604442, + "load_time": 64.112, + "data_size": 9950195137, "result": [ -[0.015, 0.003, 0.002], [1.367, 0.110, 0.061], [1.061, 0.797, 0.064], [0.699, 0.456, 0.129], [0.545, 1.126, 1.145], [1.443, 1.110, 0.928], [0.019, 0.153, 0.096], [0.184, 0.021, 0.119], [1.062, 1.084, 1.059], [1.316, 0.775, 0.734], [0.306, 0.375, 0.237], [0.344, 0.271, 0.257], [0.809, 0.972, 1.071], [1.767, 1.199, 1.315], [1.288, 1.160, 1.190], [1.122, 0.929, 0.658], [2.645, 2.483, 3.249], [2.781, 1.813, 2.022], [5.783, 4.576, 6.655], [0.159, 0.039, 0.008], [1.538, 6.314, 4.147], [1.347, 1.558, 0.198], [6.502, 3.998, 0.757], [1.159, 43.459, 0.949], [0.458, 0.491, 0.379], [0.301, 0.276, 0.281], [0.474, 0.380, 0.397], [1.274, 1.305, 1.413], [17.438, 17.983, 16.878], [0.080, 0.206, 0.057], [1.217, 0.738, 0.802], [2.886, 1.920, 1.144], [5.442, 4.162, 7.879], [8.185, 4.096, 7.535], [4.274, 3.985, 4.120], [0.837, 0.535, 0.731], [0.472, 0.204, 0.072], [0.257, 0.213, 0.043], [0.222, 0.117, 0.041], [0.402, 0.098, 0.115], [0.340, 0.023, 0.130], [0.021, 0.293, 0.025], [0.204, 0.026, 0.022] +[0.004, 0.003, 0.003], [0.562, 0.347, 0.077], [0.246, 0.062, 0.319], [0.389, 0.160, 0.211], [1.183, 0.872, 0.761], [0.993, 0.757, 1.845], [0.146, 0.015, 0.017], [0.161, 0.152, 0.021], [1.115, 0.786, 0.554], [1.137, 0.638, 0.644], [0.362, 0.778, 0.266], [0.362, 0.389, 0.359], [0.707, 1.249, 1.104], [1.142, 1.734, 1.759], [1.457, 0.992, 0.862], [1.063, 0.680, 0.447], [3.079, 2.821, 2.528], [1.685, 1.421, 1.501], [6.359, 5.239, 4.735], [0.085, 0.010, 0.140], [6.091, 0.569, 0.524], [3.333, 0.175, 4.038], [4.052, 4.055, 0.985], [37.244, 20.090, 1.050], [0.454, 0.358, 0.444], [0.291, 0.304, 0.301], [0.364, 0.370, 0.429], [1.203, 1.512, 1.124], [10.356, 10.398, 10.629], [0.258, 0.067, 0.166], [1.317, 0.961, 1.075], [2.099, 2.098, 0.937], [5.283, 3.611, 3.341], [4.215, 3.550, 3.585], [4.147, 4.877, 5.444], [0.416, 0.503, 0.395], [0.294, 0.091, 0.086], [0.055, 0.048, 0.199], [0.121, 0.155, 0.051], [0.209, 0.161, 0.153], [0.208, 0.303, 0.025], [0.192, 0.254, 0.019], [0.026, 0.018, 0.023] ] } diff --git a/clickhouse-cloud/results/gcp.3.64.json b/clickhouse-cloud/results/gcp.3.64.json index c5ce5da21..e6950b025 100644 --- a/clickhouse-cloud/results/gcp.3.64.json +++ b/clickhouse-cloud/results/gcp.3.64.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 64GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 86.005, - "data_size": 9946960904, + "load_time": 26.292, + "data_size": 9949361517, "result": [ -[0.002, 0.004, 0.002], [0.337, 0.092, 0.018], [0.360, 0.047, 0.046], [0.358, 0.061, 0.054], [0.428, 0.287, 0.383], [0.692, 0.594, 0.456], [0.190, 0.110, 0.016], [0.113, 0.014, 0.148], [0.522, 0.492, 0.392], [0.826, 0.669, 0.577], [0.201, 0.301, 0.264], [0.314, 0.252, 0.206], [0.530, 0.505, 0.462], [0.666, 0.629, 0.672], [0.911, 0.837, 0.804], [0.437, 0.378, 0.445], [1.485, 1.446, 1.347], [0.963, 0.996, 0.930], [3.494, 2.771, 3.557], [0.029, 0.008, 0.101], [3.047, 1.836, 0.337], [0.808, 0.785, 0.761], [3.236, 2.089, 0.450], [39.098, 36.014, 0.565], [0.270, 0.229, 0.228], [0.181, 0.168, 0.169], [0.223, 0.228, 0.248], [0.757, 0.703, 0.672], [9.304, 9.021, 7.696], [0.048, 0.054, 0.049], [0.760, 0.670, 0.538], [1.664, 0.631, 0.571], [3.626, 2.194, 2.235], [2.270, 2.223, 2.097], [2.225, 2.418, 2.101], [0.335, 0.726, 0.489], [0.654, 0.076, 0.227], [0.042, 0.368, 0.155], [0.046, 0.039, 0.181], [0.102, 0.404, 0.107], [0.196, 0.025, 0.025], [0.236, 0.023, 0.107], [0.020, 0.314, 0.018] +[0.003, 0.003, 0.003], [0.365, 0.321, 0.026], [0.363, 0.352, 0.091], [0.316, 0.099, 0.330], [0.557, 0.327, 0.453], [0.634, 0.440, 0.421], [0.117, 0.014, 0.015], [0.122, 0.125, 0.082], [0.606, 0.554, 0.519], [0.710, 0.721, 0.625], [0.271, 0.298, 0.165], [0.301, 0.369, 0.246], [0.430, 0.689, 0.894], [1.037, 0.731, 0.743], [0.610, 0.758, 0.598], [0.379, 0.376, 0.303], [1.203, 1.162, 1.656], [0.601, 0.587, 0.788], [3.583, 2.632, 2.757], [0.084, 0.277, 0.008], [1.812, 0.320, 2.339], [1.665, 1.190, 0.106], [2.266, 0.414, 2.676], [47.705, 0.524, 41.406], [0.325, 0.467, 0.210], [0.142, 0.161, 0.173], [0.210, 0.264, 0.255], [0.657, 1.399, 0.610], [5.139, 3.956, 3.854], [0.200, 0.097, 0.037], [0.521, 0.444, 0.647], [1.560, 1.138, 0.964], [2.496, 1.891, 2.091], [2.109, 1.905, 2.191], [2.077, 1.909, 1.944], [0.283, 0.230, 0.199], [0.217, 0.101, 0.048], [0.294, 0.033, 0.041], [0.146, 0.171, 0.042], [0.300, 0.090, 0.350], [0.216, 0.227, 0.019], [0.169, 0.017, 0.171], [0.012, 0.014, 0.013] ] } diff --git a/clickhouse-cloud/results/gcp.3.8.json b/clickhouse-cloud/results/gcp.3.8.json index 1f6509fed..8b247eaac 100644 --- a/clickhouse-cloud/results/gcp.3.8.json +++ b/clickhouse-cloud/results/gcp.3.8.json @@ -1,7 +1,7 @@ { "system": "ClickHouse ☁️ (gcp)", - "date": "2025-10-09", + "date": "2025-11-06", "machine": "ClickHouse ☁️: 8GiB", "cluster_size": 3, "proprietary": "yes", @@ -10,11 +10,11 @@ "tags": ["C++", "column-oriented", "ClickHouse derivative", "managed", "gcp"], - "load_time": 627.889, - "data_size": 9944531331, + "load_time": 233.688, + "data_size": 9945773217, "result": [ -[0.003, 0.027, 0.003], [0.499, 0.648, 0.047], [0.656, 0.421, 0.266], [1.187, 1.054, 0.926], [2.038, 1.921, 2.222], [8.109, 7.408, 4.338], [0.089, 0.069, 0.372], [0.138, 0.135, 0.073], [3.636, 3.857, 2.122], [3.961, 6.220, 5.082], [1.130, 0.838, 0.596], [1.254, 1.031, 1.062], [5.513, 3.315, 5.279], [8.276, 14.217, 5.993], [8.192, 4.377, 3.542], [2.382, 3.180, 4.134], [27.931, 12.923, 17.821], [13.417, 14.065, 13.347], [30.178, 45.897, 26.614], [0.136, 0.237, 0.197], [25.375, 1.892, 26.070], [6.361, 0.609, 0.598], [7.233, 3.164, 3.175], [46.341, 41.990, 6.414], [1.914, 1.590, 1.701], [0.911, 1.051, 1.007], [1.318, 1.469, 1.352], [4.979, 4.183, 5.651], [71.634, 89.189, 71.953], [0.318, 0.238, 0.146], [3.571, 3.174, 4.206], [4.594, 10.857, 11.199], [33.915, 33.476, 31.702], [26.368, 21.748, 21.364], [24.940, 22.117, 25.403], [1.635, 1.596, 1.649], [0.320, 0.224, 0.180], [0.074, 0.345, 0.196], [0.124, 0.085, 0.067], [0.308, 0.463, 0.386], [0.209, 0.040, 0.177], [0.159, 0.024, 0.210], [0.027, 0.030, 0.022] +[0.028, 0.003, 0.004], [0.339, 0.200, 0.209], [1.024, 0.822, 0.293], [0.583, 0.659, 0.274], [10.351, 10.380, 1.855], [3.789, 3.040, 2.780], [0.173, 0.417, 0.106], [0.152, 0.115, 0.092], [3.416, 11.162, 2.346], [4.010, 12.112, 3.826], [0.634, 0.979, 0.636], [3.043, 2.490, 0.804], [2.648, 14.276, 2.759], [4.524, 15.708, 6.181], [3.691, 2.898, 5.550], [3.077, 2.146, 2.355], [11.857, 14.473, 8.040], [8.753, 8.323, 20.534], [21.774, 43.778, 21.262], [0.277, 0.015, 0.016], [17.257, 14.574, 2.007], [5.455, 0.475, 0.433], [14.395, 2.751, 2.856], [69.981, 29.944, 12.474], [1.433, 2.184, 1.636], [1.021, 1.310, 0.960], [1.458, 1.450, 1.447], [6.744, 5.398, 5.060], [41.842, 50.557, 31.249], [0.216, 0.263, 0.238], [3.319, 4.578, 3.475], [10.621, 8.683, 3.685], [26.491, 33.842, 27.280], [23.564, 22.443, 23.062], [23.440, 41.396, 22.380], [1.309, 1.286, 1.223], [0.384, 0.442, 0.170], [0.064, 0.069, 0.066], [0.140, 0.129, 0.095], [0.333, 0.370, 0.263], [0.250, 0.035, 0.152], [0.245, 0.022, 0.026], [0.022, 0.084, 0.034] ] } diff --git a/clickhouse-datalake-partitioned/results/c6a.2xlarge.json b/clickhouse-datalake-partitioned/results/c6a.2xlarge.json index d7b7a3d6c..5b827ab07 100644 --- a/clickhouse-datalake-partitioned/results/c6a.2xlarge.json +++ b/clickhouse-datalake-partitioned/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.499, 0.035, 0.038], - [1.19, 0.066, 0.063], - [1.592, 0.129, 0.128], - [1.613, 0.113, 0.144], - [0.597, 0.605, 0.604], - [1.018, 0.904, 0.922], - [1.269, 0.067, 0.068], - [0.069, 0.068, 0.068], - [1.372, 0.707, 0.703], - [0.933, 0.875, 0.874], - [0.351, 0.267, 0.266], - [0.394, 0.304, 0.301], - [0.922, 0.93, 0.917], - [1.406, 1.392, 1.353], - [1.09, 1.086, 1.082], - [0.73, 0.728, 0.732], - [2.689, 2.709, 2.695], - [1.756, 1.76, 1.748], - [5.85, 4.98, 4.971], - [0.128, 0.107, 0.107], - [4.993, 1.216, 1.211], - [2.282, 1.456, 1.457], - [8.032, 3.743, 2.739], - [18.691, 17.494, 17.781], - [1.612, 0.52, 0.523], - [0.346, 0.345, 0.353], - [0.526, 0.52, 0.52], - [3.991, 1.493, 1.466], - [11.167, 10.519, 10.505], - [0.951, 0.099, 0.095], - [2.74, 1.007, 0.984], - [3.205, 1.357, 1.346], - [12.518, 15.834, 13.179], - [5.396, 4.231, 4.374], - [4.239, 4.354, 10.651], - [0.683, 0.438, 0.434], - [0.339, 0.146, 0.148], - [0.209, 0.09, 0.093], - [0.13, 0.071, 0.076], - [0.336, 0.213, 0.221], - [0.129, 0.061, 0.058], - [0.082, 0.055, 0.054], - [0.053, 0.05, 0.051] + [0.459, 0.032, 0.037], + [1.2, 0.07, 0.072], + [1.597, 0.131, 0.134], + [1.622, 0.117, 0.124], + [0.629, 0.647, 0.647], + [1.288, 0.885, 0.894], + [1.335, 0.076, 0.073], + [0.068, 0.071, 0.071], + [1.394, 0.746, 0.736], + [0.991, 0.889, 0.901], + [0.335, 0.238, 0.247], + [0.373, 0.268, 0.267], + [0.924, 0.921, 0.947], + [1.353, 1.356, 1.359], + [1.083, 1.057, 1.067], + [0.749, 0.755, 0.743], + [2.788, 2.777, 2.794], + [1.785, 1.773, 1.805], + [5.977, 5.175, 5.148], + [0.115, 0.11, 0.109], + [5.446, 1.186, 1.148], + [2.044, 1.388, 1.343], + [9.053, 8.455, 6.062], + [19.899, 19.439, 19.522], + [1.37, 0.508, 0.501], + [0.327, 0.325, 0.32], + [0.509, 0.496, 0.497], + [2.972, 1.116, 1.125], + [11.427, 10.558, 10.533], + [1.046, 0.1, 0.099], + [2.871, 0.802, 0.804], + [3.259, 1.363, 1.251], + [13.382, 12.576, null], + [5.423, 11.796, 4.35], + [11.76, 4.406, 11.293], + [0.709, 0.528, 0.559], + [0.208, 0.143, 0.141], + [0.202, 0.093, 0.093], + [0.119, 0.072, 0.078], + [0.238, 0.221, 0.202], + [0.13, 0.057, 0.051], + [0.075, 0.051, 0.049], + [0.053, 0.049, 0.109] ] } diff --git a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json index 0244fe18b..ce36ec63d 100644 --- a/clickhouse-datalake-partitioned/results/c6a.4xlarge.json +++ b/clickhouse-datalake-partitioned/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.69, 0.041, 0.036], - [2.096, 0.057, 0.059], - [2.114, 0.105, 0.107], - [2.146, 0.116, 0.118], - [0.435, 0.437, 0.433], - [0.822, 0.569, 0.548], - [0.846, 0.069, 0.059], - [0.056, 0.064, 0.057], - [0.847, 0.53, 0.557], - [0.7, 0.645, 0.644], - [0.301, 0.233, 0.226], - [0.273, 0.229, 0.241], - [0.703, 0.681, 0.688], - [0.993, 0.956, 0.975], - [0.787, 0.764, 0.76], - [0.518, 0.583, 0.643], - [2.524, 2.183, 2.194], - [1.576, 1.387, 1.621], - [4.876, 4.279, 4.011], - [0.12, 0.115, 0.112], - [5.05, 1.223, 1.191], - [1.556, 1.502, 1.496], - [4.898, 3.176, 3.287], - [10.31, 5.834, 2.829], - [0.384, 0.373, 0.377], - [0.275, 0.275, 0.299], - [0.376, 0.384, 0.389], - [1.63, 1.618, 1.672], - [5.459, 5.483, 5.585], - [0.12, 0.077, 0.085], - [0.628, 0.639, 0.631], - [1.025, 1.037, 1.048], - [4.823, 4.767, 4.65], - [3.146, 3.103, 3.145], - [3.048, 3.122, 3.05], - [0.368, 0.37, 0.36], - [0.147, 0.181, 0.156], - [0.094, 0.098, 0.103], - [0.084, 0.087, 0.086], - [0.22, 0.217, 0.21], - [0.057, 0.071, 0.066], - [0.068, 0.057, 0.062], - [0.058, 0.061, 0.052] + [0.952, 0.04, 0.045], + [2.139, 0.057, 0.065], + [1.991, 0.103, 0.118], + [2.16, 0.114, 0.116], + [0.426, 0.43, 0.436], + [1.103, 0.539, 0.533], + [0.856, 0.063, 0.082], + [0.056, 0.06, 0.06], + [0.879, 0.552, 0.541], + [0.68, 0.661, 0.653], + [0.29, 0.221, 0.221], + [0.313, 0.243, 0.241], + [0.671, 0.681, 0.69], + [0.989, 0.98, 0.993], + [0.758, 0.748, 0.748], + [0.522, 0.517, 0.525], + [1.859, 1.853, 1.853], + [1.153, 1.29, 1.152], + [4.412, 3.798, 3.827], + [0.105, 0.099, 0.104], + [2.846, 1.13, 1.145], + [1.417, 1.365, 1.362], + [3.548, 2.477, 2.467], + [10.856, 11.016, 10.847], + [0.548, 0.386, 0.376], + [0.28, 0.286, 0.278], + [0.387, 0.377, 0.4], + [1.542, 1.112, 1.121], + [5.832, 5.492, 5.54], + [0.25, 0.084, 0.083], + [1.021, 0.647, 0.66], + [1.491, 1.114, 1.111], + [4.546, 4.535, 4.622], + [3.374, 3.084, 3.123], + [3.109, 3.076, 3.116], + [0.365, 0.366, 0.369], + [0.164, 0.153, 0.135], + [0.097, 0.098, 0.1], + [0.118, 0.079, 0.074], + [0.234, 0.211, 0.207], + [0.113, 0.066, 0.058], + [0.083, 0.062, 0.054], + [0.056, 0.058, 0.071] ] } diff --git a/clickhouse-datalake-partitioned/results/c6a.large.json b/clickhouse-datalake-partitioned/results/c6a.large.json index 4c4c7115c..e2b6716c4 100644 --- a/clickhouse-datalake-partitioned/results/c6a.large.json +++ b/clickhouse-datalake-partitioned/results/c6a.large.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.large", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [1.223, 0.052, 0.055], - [3.46, 0.141, 0.138], - [5.261, 0.377, 0.392], - [4.636, 0.269, 0.276], - [1.803, 1.813, 1.848], - [3.958, 3.215, 3.208], - [3.966, 0.149, 0.153], - [0.428, 0.143, 0.148], - [5.028, 2.323, 2.327], - [3.746, 2.928, 2.914], - [1.345, 0.846, 0.843], - [1.379, 0.978, 0.983], - [3.262, 3.159, 3.11], - [7.373, 7.333, 7.337], - [4.015, 6.697, 3.859], - [1.979, 1.975, 1.98], - [12.878, 12.678, 12.934], - [9.505, 9.692, 9.65], - [32.379, 29.486, 32.324], - [0.259, 0.238, 0.249], - [18.713, 16.341, 15.024], - [19.241, 18.644, 18.038], - [39.48, 39.202, 39.495], - [83.009, 83.122, 83.157], - [10.552, 3.413, 1.879], - [1.247, 1.259, 1.246], - [1.862, 1.904, 1.888], - [21.258, 18.456, 17.683], - [48.135, 45.929, 44.736], - [4.837, 0.234, 0.233], - [15.302, 9.027, 3.802], - [18.171, 13.416, 13.323], + [1.283, 0.056, 0.066], + [3.515, 0.142, 0.141], + [5.318, 0.363, 0.363], + [4.716, 0.271, 0.265], + [1.825, 1.832, 1.846], + [3.822, 3.05, 3.054], + [4.062, 0.151, 0.164], + [0.415, 0.145, 0.148], + [5.16, 2.369, 2.375], + [4.176, 2.96, 2.938], + [1.11, 0.705, 0.693], + [1.269, 0.822, 0.83], + [3.003, 2.936, 2.946], + [6.984, 6.843, 6.809], + [3.788, 3.522, 3.544], + [2.012, 2.005, 1.987], + [12.042, 11.629, 11.873], + [9.039, 9.067, 9.137], + [29.872, 39.124, 35.283], + [0.268, 0.242, 0.242], + [18.923, 19.569, 18.306], + [20.011, 19.704, 19.524], + [38.477, 38.561, 38.854], + [87.488, 86.114, 84.587], + [8.51, 1.635, 1.629], + [1.018, 1.025, 1.021], + [1.642, 1.635, 1.639], + [21.857, 21.598, 21.014], + [45.728, 45.496, 45.064], + [4.259, 0.247, 0.248], + [15.821, 7.366, 2.576], + [18.014, 15.918, 15.412], [null, null, null], - [165.402, null, null], - [null, 302.897, null], - [9.88, 1.345, 1.607], - [0.82, 0.291, 0.281], - [0.366, 0.164, 0.163], - [0.464, 0.118, 0.117], - [0.715, 0.454, 0.428], - [0.314, 0.093, 0.091], - [0.152, 0.084, 0.088], - [0.085, 0.08, 0.082] + [null, 73.869, null], + [354.51, null, null], + [16.551, 1.384, 1.408], + [0.802, 0.298, 0.248], + [0.324, 0.154, 0.149], + [0.225, 0.121, 0.117], + [0.9, 0.371, 0.379], + [0.329, 0.115, 0.092], + [0.095, 0.092, 0.086], + [0.133, 0.083, 0.087] ] } diff --git a/clickhouse-datalake-partitioned/results/c6a.metal.json b/clickhouse-datalake-partitioned/results/c6a.metal.json index ba04e4600..1f9107b6a 100644 --- a/clickhouse-datalake-partitioned/results/c6a.metal.json +++ b/clickhouse-datalake-partitioned/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.142, 0.067, 0.07], - [0.285, 0.086, 0.086], - [0.377, 0.126, 0.108], - [0.357, 0.117, 0.117], - [0.282, 0.298, 0.284], - [0.403, 0.285, 0.287], - [0.35, 0.082, 0.091], - [0.095, 0.092, 0.09], - [0.574, 0.398, 0.399], - [0.535, 0.416, 0.491], - [0.257, 0.207, 0.217], - [0.262, 0.201, 0.205], - [0.28, 0.299, 0.262], - [0.301, 0.316, 0.325], - [0.344, 0.294, 0.286], - [0.245, 0.219, 0.218], - [0.504, 0.513, 0.539], - [0.428, 0.449, 0.44], - [1.162, 0.862, 0.882], - [0.127, 0.119, 0.12], - [2.16, 0.428, 0.476], - [0.515, 0.518, 0.497], - [1.853, 0.652, 0.719], - [6.098, 0.764, 0.846], - [0.2, 0.19, 0.187], - [0.166, 0.186, 0.159], - [0.193, 0.177, 0.196], - [0.572, 0.55, 0.612], - [1.448, 1.478, 1.441], - [0.133, 0.112, 0.129], - [0.255, 0.249, 0.228], - [0.308, 0.346, 0.32], - [1.314, 1.187, 1.206], - [0.846, 0.903, 0.784], - [0.862, 0.797, 0.767], - [0.194, 0.171, 0.201], - [0.184, 0.187, 0.178], - [0.141, 0.145, 0.142], - [0.102, 0.107, 0.122], - [0.196, 0.221, 0.201], - [0.101, 0.106, 0.099], - [0.093, 0.093, 0.093], - [0.092, 0.092, 0.093] + [0.179, 0.076, 0.059], + [0.324, 0.096, 0.101], + [0.374, 0.139, 0.137], + [0.349, 0.139, 0.125], + [0.305, 0.293, 0.298], + [0.497, 0.28, 0.292], + [0.334, 0.101, 0.1], + [0.11, 0.116, 0.096], + [0.6, 0.433, 0.409], + [0.526, 0.465, 0.441], + [0.321, 0.226, 0.22], + [0.267, 0.219, 0.202], + [0.306, 0.318, 0.298], + [0.332, 0.328, 0.358], + [0.354, 0.354, 0.299], + [0.234, 0.24, 0.231], + [0.499, 0.534, 0.496], + [0.419, 0.418, 0.421], + [1.165, 0.888, 0.9], + [0.128, 0.133, 0.139], + [3.28, 0.437, 0.411], + [0.464, 0.451, 0.475], + [2.415, 0.673, 0.682], + [6.09, 0.847, 0.824], + [0.192, 0.184, 0.204], + [0.183, 0.166, 0.179], + [0.199, 0.199, 0.191], + [0.393, 0.397, 0.397], + [1.489, 1.51, 1.407], + [0.129, 0.137, 0.126], + [0.258, 0.273, 0.273], + [0.401, 0.372, 0.38], + [1.312, 1.351, 1.339], + [0.875, 0.882, 0.896], + [0.867, 0.92, 0.87], + [0.198, 0.194, 0.2], + [0.166, 0.183, 0.172], + [0.142, 0.149, 0.146], + [0.118, 0.102, 0.116], + [0.222, 0.208, 0.218], + [0.105, 0.102, 0.106], + [0.093, 0.105, 0.088], + [0.086, 0.093, 0.086] ] } diff --git a/clickhouse-datalake-partitioned/results/c6a.xlarge.json b/clickhouse-datalake-partitioned/results/c6a.xlarge.json index 32b25d24f..2fbf2d95d 100644 --- a/clickhouse-datalake-partitioned/results/c6a.xlarge.json +++ b/clickhouse-datalake-partitioned/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.633, 0.039, 0.038], - [1.873, 0.084, 0.083], - [2.922, 0.202, 0.199], - [2.398, 0.15, 0.15], - [0.926, 0.935, 0.933], - [1.81, 1.61, 1.612], - [2.177, 0.089, 0.088], - [0.088, 0.088, 0.087], - [2.59, 1.228, 1.236], - [1.721, 1.53, 1.529], - [0.661, 0.45, 0.447], - [0.7, 0.518, 0.513], - [1.644, 1.644, 1.657], - [2.442, 2.451, 2.463], - [1.916, 1.844, 1.853], - [1.046, 1.054, 1.06], - [6.699, 6.611, 6.71], - [4.988, 5.103, 5.167], - [15.564, 13.535, 13.685], - [0.138, 0.139, 0.146], - [10.39, 8.881, 8.426], - [8.755, 5.526, 2.763], - [16.43, 16.362, 16.516], - [42.21, 40.341, 39.985], - [4.43, 0.949, 0.952], - [0.627, 0.628, 0.633], - [0.953, 0.952, 0.953], - [9.755, 6.945, 4.336], - [22.657, 21.499, 20.574], - [2.29, 0.137, 0.136], - [7.305, 1.798, 1.79], - [7.309, 4.809, 2.645], - [38.29, 22.414, 28.104], - [18.571, 19.012, 27.018], - [22.349, 16.614, 20.563], - [2.408, 0.837, 0.841], - [0.412, 0.173, 0.16], - [0.197, 0.095, 0.113], - [0.11, 0.077, 0.08], - [0.422, 0.259, 0.248], - [0.154, 0.064, 0.068], - [0.083, 0.056, 0.059], - [0.058, 0.057, 0.054] + [0.708, 0.042, 0.044], + [1.946, 0.086, 0.085], + [3.004, 0.204, 0.206], + [2.488, 0.163, 0.16], + [0.963, 0.951, 0.97], + [1.755, 1.576, 1.564], + [2.368, 0.091, 0.095], + [0.088, 0.089, 0.092], + [2.632, 1.279, 1.272], + [1.745, 1.575, 1.565], + [0.581, 0.377, 0.378], + [0.628, 0.444, 0.468], + [1.567, 1.563, 1.576], + [2.389, 2.378, 2.395], + [1.812, 1.765, 1.757], + [1.054, 1.06, 1.061], + [6.662, 6.693, 6.652], + [4.958, 4.882, 2.838], + [15.363, 13.204, 13.17], + [0.148, 0.146, 0.15], + [10.612, 10.148, 9.731], + [10.811, 10.867, 10.627], + [20.216, 20.189, 20.272], + [45.724, 45.59, 44.272], + [4.763, 0.878, 0.863], + [0.556, 0.554, 0.544], + [0.87, 0.883, 0.863], + [11.745, 11.015, 11.035], + [23.144, 22.12, 20.743], + [2.083, 0.143, 0.141], + [7.908, 1.361, 1.34], + [7.609, 2.392, 2.184], + [30.053, 21.272, 32.067], + [21.834, 20.916, 19.542], + [18.983, 20.557, 25.338], + [2.417, 0.869, 0.858], + [0.42, 0.163, 0.156], + [0.205, 0.102, 0.101], + [0.107, 0.086, 0.077], + [0.365, 0.238, 0.239], + [0.126, 0.063, 0.066], + [0.092, 0.059, 0.061], + [0.062, 0.058, 0.059] ] } diff --git a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json index 9233bc94f..efcb6d939 100644 --- a/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json +++ b/clickhouse-datalake-partitioned/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-30", + "system": "ClickHouse (data lake, partitioned)", + "date": "2025-10-09", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.527, 0.086, 0.076], - [1.148, 0.103, 0.096], - [1.318, 0.121, 0.131], - [1.294, 0.116, 0.125], - [0.46, 0.441, 0.44], - [1.242, 0.47, 0.464], - [0.652, 0.095, 0.095], - [0.102, 0.103, 0.108], - [0.847, 0.409, 0.403], - [0.585, 0.417, 0.424], - [0.379, 0.224, 0.225], - [0.295, 0.207, 0.235], - [0.299, 0.299, 0.267], - [0.324, 0.339, 0.384], - [0.295, 0.285, 0.275], - [0.226, 0.243, 0.214], - [0.461, 0.389, 0.398], - [0.363, 0.381, 0.416], - [1.609, 0.791, 0.802], - [0.123, 0.118, 0.116], - [5.569, 0.45, 0.395], - [0.847, 0.476, 0.485], - [2.786, 0.586, 0.584], - [8.015, 0.95, 0.76], - [0.193, 0.225, 0.206], - [0.188, 0.185, 0.18], - [0.197, 0.199, 0.185], - [0.489, 0.571, 0.494], - [1.153, 1.249, 1.197], - [0.137, 0.144, 0.15], - [0.258, 0.245, 0.244], - [0.345, 0.278, 0.284], - [0.915, 0.886, 0.982], - [0.689, 0.672, 0.701], - [0.699, 0.736, 0.776], - [0.213, 0.203, 0.213], - [0.177, 0.193, 0.18], - [0.153, 0.141, 0.153], - [0.138, 0.118, 0.117], - [0.208, 0.212, 0.2], - [0.124, 0.112, 0.121], - [0.122, 0.108, 0.123], - [0.105, 0.099, 0.103] + [0.164, 0.082, 0.099], + [0.31, 0.113, 0.119], + [0.412, 0.15, 0.126], + [0.343, 0.134, 0.141], + [0.493, 0.468, 0.477], + [0.626, 0.474, 0.517], + [0.321, 0.12, 0.117], + [0.111, 0.109, 0.113], + [0.583, 0.409, 0.434], + [0.504, 0.451, 0.454], + [0.281, 0.24, 0.249], + [0.276, 0.221, 0.227], + [0.312, 0.297, 0.287], + [0.37, 0.366, 0.325], + [0.311, 0.28, 0.279], + [0.253, 0.244, 0.235], + [0.439, 0.411, 0.41], + [0.374, 0.411, 0.379], + [0.964, 0.691, 0.71], + [0.136, 0.124, 0.128], + [1.864, 0.493, 0.463], + [0.587, 0.525, 0.538], + [1.326, 0.636, 0.563], + [3.804, 0.728, 0.676], + [0.216, 0.201, 0.2], + [0.207, 0.191, 0.222], + [0.205, 0.205, 0.184], + [0.425, 0.362, 0.432], + [1.159, 1.368, 1.209], + [0.142, 0.143, 0.144], + [0.266, 0.278, 0.261], + [0.367, 0.361, 0.372], + [0.856, 0.902, 0.906], + [0.733, 0.757, 0.689], + [0.832, 0.7, 0.681], + [0.212, 0.211, 0.223], + [0.216, 0.199, 0.215], + [0.162, 0.154, 0.152], + [0.125, 0.129, 0.127], + [0.202, 0.257, 0.226], + [0.142, 0.115, 0.111], + [0.111, 0.118, 0.122], + [0.108, 0.119, 0.109] ] } + diff --git a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json index 75a725158..aed44ac4e 100644 --- a/clickhouse-datalake-partitioned/results/c8g.4xlarge.json +++ b/clickhouse-datalake-partitioned/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-28", + "system": "ClickHouse (data lake, partitioned)", + "date": "2025-10-09", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [1.104, 0.032, 0.039], - [2.845, 0.047, 0.065], - [2.511, 0.081, 0.081], - [1.616, 0.069, 0.072], - [0.215, 0.209, 0.204], - [1.139, 0.356, 0.367], - [0.845, 0.05, 0.047], - [0.055, 0.054, 0.053], - [0.781, 0.273, 0.274], - [0.411, 0.345, 0.362], - [0.265, 0.156, 0.163], - [0.268, 0.177, 0.173], - [0.361, 0.358, 0.366], - [0.502, 0.52, 0.502], - [0.437, 0.405, 0.408], - [0.241, 0.245, 0.245], - [0.884, 0.811, 0.927], - [0.675, 0.672, 0.575], - [3.231, 1.571, 1.58], - [0.067, 0.06, 0.061], - [4.003, 0.483, 0.468], - [0.813, 0.623, 0.655], - [3.626, 0.996, 1.017], - [12.226, 4.85, 1.283], - [0.232, 0.221, 0.224], - [0.165, 0.161, 0.166], - [0.228, 0.22, 0.228], - [0.53, 0.491, 0.509], - [2.955, 2.981, 2.928], - [0.086, 0.075, 0.067], - [0.373, 0.366, 0.366], - [0.489, 0.489, 0.488], - [1.67, 1.661, 1.677], - [1.275, 1.295, 1.287], - [1.309, 1.323, 1.299], - [0.195, 0.203, 0.206], - [0.115, 0.116, 0.105], - [0.085, 0.076, 0.086], - [0.077, 0.08, 0.062], - [0.151, 0.158, 0.157], - [0.064, 0.071, 0.051], - [0.057, 0.05, 0.056], - [0.052, 0.053, 0.064] + [0.227, 0.038, 0.042], + [0.572, 0.051, 0.049], + [0.852, 0.082, 0.085], + [0.797, 0.068, 0.073], + [0.218, 0.223, 0.216], + [0.464, 0.354, 0.352], + [0.669, 0.051, 0.052], + [0.053, 0.056, 0.064], + [0.764, 0.293, 0.311], + [0.443, 0.352, 0.366], + [0.248, 0.154, 0.16], + [0.237, 0.178, 0.171], + [0.349, 0.362, 0.336], + [0.485, 0.473, 0.51], + [0.435, 0.41, 0.403], + [0.253, 0.25, 0.247], + [0.906, 0.896, 0.813], + [0.685, 0.565, 0.662], + [2.4, 1.642, 1.634], + [0.068, 0.071, 0.071], + [3.517, 0.542, 0.496], + [0.721, 0.627, 0.598], + [3.5, 0.995, 1.003], + [11.685, 10.979, 10.414], + [0.511, 0.228, 0.219], + [0.158, 0.157, 0.155], + [0.221, 0.245, 0.226], + [1.336, 0.48, 0.447], + [3.541, 3.064, 2.99], + [0.219, 0.077, 0.081], + [0.912, 0.324, 0.343], + [1.182, 0.447, 0.457], + [1.762, 1.744, 1.766], + [1.689, 1.314, 1.31], + [1.301, 1.318, 1.289], + [0.201, 0.221, 0.216], + [0.144, 0.103, 0.108], + [0.175, 0.08, 0.078], + [0.142, 0.065, 0.062], + [0.191, 0.163, 0.16], + [0.157, 0.049, 0.046], + [0.063, 0.044, 0.049], + [0.045, 0.044, 0.051] ] } + diff --git a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json index d88942fc8..23b9a6ea6 100644 --- a/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json +++ b/clickhouse-datalake-partitioned/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, partitioned)", - "date": "2025-08-28", + "system": "ClickHouse (data lake, partitioned)", + "date": "2025-10-09", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.287, 0.062, 0.063], - [0.644, 0.08, 0.083], - [1.412, 0.087, 0.089], - [1.334, 0.095, 0.087], - [0.367, 0.324, 0.282], - [1.012, 0.302, 0.274], - [0.55, 0.065, 0.069], - [0.074, 0.092, 0.082], - [0.516, 0.294, 0.281], - [0.551, 0.309, 0.337], - [0.229, 0.162, 0.162], - [0.249, 0.135, 0.156], - [0.224, 0.232, 0.219], - [0.237, 0.243, 0.233], - [0.238, 0.206, 0.241], - [0.16, 0.15, 0.164], - [0.388, 0.333, 0.392], - [0.294, 0.378, 0.312], - [1.451, 0.657, 0.591], - [0.089, 0.082, 0.083], - [5.35, 0.381, 0.384], - [1.023, 0.418, 0.416], - [3.187, 0.642, 0.668], - [9.768, 0.946, 0.818], - [0.151, 0.166, 0.152], - [0.136, 0.144, 0.145], - [0.148, 0.144, 0.167], - [0.42, 0.511, 0.465], - [1.366, 1.232, 1.224], - [0.13, 0.135, 0.142], - [0.196, 0.199, 0.209], - [0.268, 0.232, 0.261], - [0.775, 0.768, 0.929], - [0.641, 0.548, 0.54], - [0.581, 0.581, 0.637], - [0.148, 0.143, 0.132], - [0.139, 0.139, 0.141], - [0.108, 0.12, 0.123], - [0.099, 0.099, 0.103], - [0.189, 0.159, 0.188], - [0.09, 0.082, 0.088], - [0.085, 0.088, 0.081], - [0.088, 0.074, 0.077] + [0.168, 0.094, 0.09], + [0.32, 0.116, 0.1], + [0.432, 0.119, 0.127], + [0.384, 0.118, 0.107], + [0.333, 0.357, 0.371], + [0.487, 0.409, 0.42], + [0.338, 0.113, 0.104], + [0.115, 0.106, 0.104], + [0.495, 0.346, 0.331], + [0.411, 0.374, 0.376], + [0.296, 0.192, 0.199], + [0.244, 0.181, 0.19], + [0.226, 0.234, 0.222], + [0.298, 0.262, 0.271], + [0.286, 0.247, 0.247], + [0.224, 0.195, 0.193], + [0.372, 0.364, 0.347], + [0.338, 0.368, 0.343], + [1.04, 0.66, 0.652], + [0.112, 0.109, 0.112], + [1.68, 0.395, 0.352], + [0.471, 0.454, 0.427], + [1.329, 0.603, 0.605], + [3.788, 1.13, 0.705], + [0.175, 0.187, 0.184], + [0.162, 0.16, 0.15], + [0.181, 0.176, 0.181], + [0.38, 0.37, 0.396], + [1.318, 1.201, 1.259], + [0.158, 0.164, 0.157], + [0.239, 0.242, 0.235], + [0.313, 0.335, 0.309], + [0.85, 0.915, 0.849], + [0.71, 0.721, 0.597], + [0.697, 0.641, 0.595], + [0.169, 0.171, 0.177], + [0.175, 0.172, 0.174], + [0.125, 0.158, 0.139], + [0.125, 0.125, 0.135], + [0.214, 0.211, 0.191], + [0.109, 0.13, 0.116], + [0.11, 0.1, 0.107], + [0.117, 0.111, 0.096] ] } + diff --git a/clickhouse-datalake/results/c6a.2xlarge.json b/clickhouse-datalake/results/c6a.2xlarge.json index ef0766ccd..5327f5f36 100644 --- a/clickhouse-datalake/results/c6a.2xlarge.json +++ b/clickhouse-datalake/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.122, 0.057, 0.059], - [12.65, 0.104, 0.1], - [15.076, 0.2, 0.223], - [18.671, 0.154, 0.168], - [2.039, 2.047, 2.054], - [4.675, 3.047, 3.031], - [5.509, 0.097, 0.099], - [0.111, 0.091, 0.091], - [5.63, 2.67, 2.671], - [3.144, 3.141, 3.141], - [1.517, 0.309, 0.306], - [1.535, 0.37, 0.368], - [4.613, 4.537, 4.513], - [4.003, 4.067, 4.022], - [3.005, 2.914, 2.93], - [2.193, 2.2, 2.234], - [13.776, 13.652, 13.889], - [10.835, 11.21, 11.136], - [31.54, 29.332, 29.318], - [0.167, 0.145, 0.146], - [28.136, 1.745, 1.79], - [6.856, 2.241, 2.261], - [48.697, 29.142, 4.461], - [117.911, 110.634, 110.149], - [6.76, 0.648, 0.642], - [0.547, 0.548, 0.526], - [0.652, 0.634, 0.634], - [18.331, 2.218, 2.247], - [48.669, 46.947, 48.542], - [4.467, 0.127, 0.126], - [13.433, 1.485, 1.526], - [12.566, 2.817, 2.932], - [49.804, 51.381, 49.371], - [29.657, 27.633, 26.789], - [26.566, 26.442, 25.947], - [1.571, 1.521, 1.506], - [0.448, 0.222, 0.229], - [0.318, 0.127, 0.124], - [0.16, 0.111, 0.107], - [0.533, 0.406, 0.413], - [0.273, 0.092, 0.091], - [0.115, 0.08, 0.086], - [0.068, 0.078, 0.077] + [0.116, 0.06, 0.059], + [13.655, 0.101, 0.098], + [14.501, 0.21, 0.234], + [15.632, 0.169, 0.173], + [2.026, 2.037, 2.05], + [3.557, 2.979, 3.019], + [5.578, 0.095, 0.097], + [0.11, 0.092, 0.1], + [5.734, 2.65, 2.674], + [3.145, 3.096, 3.121], + [1.532, 0.292, 0.282], + [1.477, 0.355, 0.352], + [4.531, 4.45, 4.484], + [3.975, 3.968, 3.945], + [3.004, 2.914, 2.952], + [2.226, 2.207, 2.218], + [13.578, 13.548, 13.715], + [10.842, 11.376, 11.458], + [32.581, 29.357, 30.223], + [0.14, 0.152, 0.154], + [28.417, 1.4, 1.366], + [9.928, 1.97, 1.966], + [51.422, 39.256, 13.007], + [119.383, 118.953, 119.965], + [3.74, 0.557, 0.557], + [0.485, 0.484, 0.491], + [0.55, 0.56, 0.554], + [8.855, 1.431, 1.414], + [46.716, 46.111, 45.702], + [4.95, 0.122, 0.119], + [14.533, 1.543, 1.56], + [15.125, 2.89, 2.852], + [42.003, 46.43, 41.883], + [24.435, 23.901, 24.168], + [24.485, 24.018, 24.064], + [1.494, 1.489, 1.498], + [0.437, 0.233, 0.23], + [0.121, 0.13, 0.126], + [0.191, 0.109, 0.109], + [0.7, 0.381, 0.374], + [0.366, 0.085, 0.091], + [0.129, 0.084, 0.061], + [0.08, 0.078, 0.073] ] } diff --git a/clickhouse-datalake/results/c6a.4xlarge.json b/clickhouse-datalake/results/c6a.4xlarge.json index e2f513d18..88c455e46 100644 --- a/clickhouse-datalake/results/c6a.4xlarge.json +++ b/clickhouse-datalake/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.234, 0.059, 0.06], - [15.097, 0.104, 0.1], - [15.078, 0.23, 0.233], - [18.605, 0.182, 0.187], - [2.043, 2.019, 2.055], - [4.67, 2.991, 3.018], - [5.547, 0.077, 0.078], - [0.104, 0.108, 0.109], - [5.732, 2.68, 2.616], - [3.184, 3.078, 3.128], - [1.433, 0.285, 0.278], - [1.476, 0.351, 0.348], - [2.837, 2.853, 2.815], - [3.972, 4.036, 4.023], - [3.006, 2.906, 2.957], - [2.205, 2.187, 2.226], - [9.35, 9.413, 9.405], - [6.744, 6.851, 6.758], - [18.737, 17.938, 18.024], - [0.16, 0.182, 0.16], - [28.136, 1.581, 1.618], - [1.885, 1.706, 1.645], - [33.233, 3.047, 3.043], - [113.231, 76.424, 9.467], - [0.451, 0.449, 0.453], - [0.464, 0.504, 0.457], - [0.454, 0.441, 0.45], - [1.662, 1.721, 1.753], - [44.692, 46.702, 44.444], - [0.104, 0.104, 0.105], - [1.347, 1.364, 1.364], - [2.615, 2.587, 2.607], - [24.591, 24.692, 24.72], - [14.033, 14.272, 14.04], - [14.03, 14.039, 14.034], - [1.494, 1.496, 1.516], - [0.219, 0.229, 0.223], - [0.124, 0.137, 0.129], - [0.108, 0.107, 0.107], - [0.38, 0.4, 0.406], - [0.091, 0.086, 0.084], - [0.08, 0.08, 0.081], - [0.077, 0.08, 0.073] + [0.139, 0.064, 0.062], + [16.549, 0.108, 0.108], + [14.457, 0.256, 0.251], + [15.561, 0.211, 0.197], + [2.317, 2.345, 2.343], + [3.535, 3.258, 3.232], + [5.511, 0.1, 0.101], + [0.103, 0.114, 0.114], + [5.773, 2.984, 3.007], + [3.485, 3.468, 3.462], + [1.519, 0.282, 0.31], + [1.481, 0.369, 0.371], + [3.173, 3.172, 3.158], + [4.618, 4.604, 4.692], + [3.517, 3.33, 3.359], + [2.434, 2.484, 2.486], + [10.899, 10.813, 10.934], + [7.764, 7.828, 7.825], + [22.282, 21.161, 21.493], + [0.191, 0.192, 0.198], + [28.571, 1.797, 1.778], + [2.135, 1.929, 1.945], + [33.405, 3.616, 3.61], + [124.771, 124.962, 124.452], + [1.16, 0.527, 0.513], + [0.54, 0.552, 0.536], + [0.532, 0.499, 0.519], + [8.535, 1.635, 1.7], + [50.083, 45.089, 45.095], + [0.128, 0.117, 0.12], + [7.812, 1.811, 1.795], + [10.087, 3.337, 3.307], + [28.9, 28.903, 28.851], + [16.012, 15.717, 15.898], + [15.716, 15.305, 16.031], + [1.659, 1.672, 1.66], + [0.356, 0.254, 0.238], + [0.134, 0.135, 0.128], + [0.229, 0.105, 0.116], + [0.54, 0.431, 0.439], + [0.265, 0.091, 0.081], + [0.138, 0.075, 0.087], + [0.085, 0.078, 0.083] ] } diff --git a/clickhouse-datalake/results/c6a.large.json b/clickhouse-datalake/results/c6a.large.json index 1e905fbe3..2b31996fa 100644 --- a/clickhouse-datalake/results/c6a.large.json +++ b/clickhouse-datalake/results/c6a.large.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.large", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.103, 0.048, 0.061], - [6.214, 0.148, 0.14], - [14.948, 0.387, 0.379], - [18.275, 0.285, 0.277], - [2.237, 2.189, 2.147], - [4.076, null, null], - [7.385, 0.152, 0.151], - [0.149, 0.146, 0.156], - [5.943, 2.99, 2.966], - [3.57, 3.545, 3.595], - [2.071, 0.848, 0.839], - [2.113, 0.987, 0.987], - [null, null, null], - [8.619, 8.342, 8.068], - [4.454, 3.818, 3.804], - [2.485, 2.412, 2.498], - [null, null, null], - [null, null, null], - [null, null, null], - [0.244, 0.257, 0.237], - [28.524, 22.432, 21.198], - [34.445, 33.284, 34.553], - [73.82, 73.97, 73.732], - [154.618, 150.562, 150.072], - [13.827, 2.626, 2.128], - [1.258, 1.273, 1.272], - [2.096, 2.06, 2.098], - [40.419, 32.585, 31.118], - [null, null, null], - [5.899, 0.239, 0.241], - [21.651, 8.533, 3.513], - [22.2, 17.974, 15.183], - [null, null, null], - [null, null, null], - [null, null, null], - [9.852, 1.62, 1.659], - [1.276, 0.266, 0.272], - [0.381, 0.189, 0.19], - [0.31, 0.123, 0.117], - [1.504, 0.469, 0.467], - [0.598, 0.079, 0.093], - [0.151, 0.102, 0.092], - [0.086, 0.08, 0.085] + [0.105, 0.073, 0.057], + [5.133, 0.146, 0.147], + [7.142, 0.369, 0.367], + [14.572, 0.27, 0.262], + [2.224, 2.248, 2.147], + [3.89, null, null], + [6.617, 0.147, 0.156], + [0.162, 0.151, 0.148], + [6.084, 3.008, 2.923], + [3.657, 3.626, 3.623], + [1.798, 0.642, 0.645], + [1.972, 0.786, 0.792], + [null, null, null], + [8.211, 7.831, 7.895], + [4.087, 3.6, 3.613], + [2.42, 2.39, 2.405], + [null, null, null], + [null, null, null], + [285.344, null, null], + [0.252, 0.247, 0.239], + [28.433, 28.398, 28.572], + [34.271, 34.525, 34.424], + [71.824, 71.936, 71.97], + [153.764, 154.798, 154.562], + [9.522, 1.688, 1.706], + [1.02, 1.028, 1.013], + [1.684, 1.687, 1.673], + [35.394, 34.865, 34.755], + [null, null, null], + [0.707, 0.245, 0.248], + [20.186, 2.416, 2.457], + [28.876, 24.093, 23.786], + [null, null, null], + [null, null, null], + [null, null, null], + [9.825, 1.625, 1.632], + [1.06, 0.26, 0.258], + [0.474, 0.157, 0.161], + [0.308, 0.124, 0.124], + [1.045, 0.451, 0.432], + [0.494, 0.098, 0.102], + [0.235, 0.091, 0.089], + [0.123, 0.084, 0.083] ] } diff --git a/clickhouse-datalake/results/c6a.metal.json b/clickhouse-datalake/results/c6a.metal.json index b688b75d2..57c741612 100644 --- a/clickhouse-datalake/results/c6a.metal.json +++ b/clickhouse-datalake/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.118, 0.061, 0.058], - [5.27, 0.11, 0.117], - [7.13, 0.307, 0.318], - [6.27, 0.25, 0.255], - [1.955, 1.983, 1.953], - [4.208, 2.734, 2.655], - [5.452, 0.121, 0.113], - [0.126, 0.131, 0.134], - [5.783, 2.552, 2.565], - [2.985, 2.948, 3.02], - [1.462, 0.288, 0.276], - [1.535, 0.357, 0.341], - [2.564, 2.46, 2.505], - [3.667, 4.57, 3.799], - [3.175, 2.548, 2.553], - [2.367, 2.513, 2.344], - [8.538, 8.47, 8.561], - [6.189, 6.077, 6.14], - [18.991, 15.826, 15.885], - [0.234, 0.249, 0.232], - [28.273, 1.756, 1.812], - [1.733, 1.399, 1.491], - [33.352, 2.551, 2.631], - [94.606, 6.449, 6.377], - [0.502, 0.474, 0.482], - [0.52, 0.538, 0.533], - [0.483, 0.485, 0.476], - [1.485, 1.483, 1.504], - [45.973, 43.63, 43.675], - [0.162, 0.14, 0.157], - [1.44, 1.329, 1.377], - [2.538, 2.624, 2.477], - [22.612, 20.863, 20.886], - [13.181, 11.897, 13.419], - [12.118, 12.026, 12.306], - [1.606, 1.509, 1.355], - [0.233, 0.242, 0.223], - [0.149, 0.139, 0.143], - [0.128, 0.124, 0.138], - [0.404, 0.415, 0.41], - [0.106, 0.103, 0.102], - [0.082, 0.084, 0.116], - [0.074, 0.092, 0.097] + [0.121, 0.058, 0.056], + [5.259, 0.137, 0.139], + [8.963, 0.362, 0.36], + [15.343, 0.26, 0.265], + [2.051, 2.037, 2.064], + [4.328, 2.844, 2.879], + [5.572, 0.146, 0.136], + [0.137, 0.153, 0.133], + [5.915, 2.721, 2.678], + [3.177, 3.146, 3.173], + [1.599, 0.316, 0.279], + [1.508, 0.381, 0.379], + [2.677, 2.66, 2.692], + [3.973, 4.004, 3.963], + [3.277, 2.891, 2.883], + [2.49, 2.733, 2.402], + [9.664, 9.591, 9.656], + [7.024, 7.039, 7.167], + [21.803, 19.413, 19.16], + [0.239, 0.248, 0.225], + [29.219, 1.594, 1.56], + [1.723, 1.437, 1.459], + [33.829, 2.505, 2.499], + [94.425, 6.617, 6.722], + [0.459, 0.493, 0.47], + [0.54, 0.549, 0.519], + [0.5, 0.49, 0.507], + [1.718, 1.722, 1.667], + [44.083, 44.163, 43.963], + [0.163, 0.181, 0.17], + [1.57, 1.545, 1.506], + [2.882, 2.829, 2.862], + [29.425, 29.348, 29.14], + [14.424, 14.407, 14.561], + [14.725, 14.694, 14.416], + [1.529, 1.591, 1.762], + [0.228, 0.219, 0.214], + [0.135, 0.128, 0.125], + [0.114, 0.111, 0.118], + [0.398, 0.403, 0.397], + [0.077, 0.086, 0.095], + [0.09, 0.086, 0.079], + [0.065, 0.073, 0.081] ] } diff --git a/clickhouse-datalake/results/c6a.xlarge.json b/clickhouse-datalake/results/c6a.xlarge.json index 28b51c5d8..8c598abec 100644 --- a/clickhouse-datalake/results/c6a.xlarge.json +++ b/clickhouse-datalake/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (data lake, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.109, 0.058, 0.055], - [8.552, 0.101, 0.1], - [15.077, 0.247, 0.246], - [18.543, 0.189, 0.183], - [2.019, 2.05, 2.019], - [4.713, null, null], - [7.178, 0.11, 0.106], - [0.115, 0.111, 0.113], - [5.867, 2.655, 2.703], - [3.149, 3.157, 3.053], - [1.655, 0.46, 0.445], - [1.648, 0.507, 0.521], + [0.109, 0.061, 0.055], + [5.826, 0.11, 0.104], + [13.182, 0.239, 0.241], + [15.283, 0.185, 0.183], + [2.118, 2.11, 2.111], + [3.426, null, null], + [6.74, 0.102, 0.111], + [0.111, 0.118, 0.112], + [5.823, 2.73, 2.811], + [3.29, 3.306, 3.319], + [1.597, 0.376, 0.376], + [1.629, 0.46, 0.445], [null, null, null], - [4.101, 4.136, 4.115], - [3.128, 3.01, 3.018], - [2.131, 2.153, 2.182], - [15.393, 15.39, 15.443], - [9.877, 9.823, 9.786], - [30.792, 29.455, 30.194], - [0.172, 0.173, 0.158], - [28.203, 26.965, 26.44], - [33.531, 33.466, 33.673], - [66.589, 66.835, 67.463], - [149.967, 151.105, 150.132], - [13.091, 1.016, 1.015], - [0.66, 0.665, 0.668], - [1.019, 1.006, 1.017], - [32.882, 31.263, 31.329], - [60.005, 58.002, 57.461], - [5.814, 0.159, 0.158], - [21.533, 1.906, 1.888], - [15.989, 2.924, 2.962], - [37.408, 37.766, 38.485], + [4.277, 4.239, 4.254], + [3.247, 3.211, 3.238], + [2.249, 2.248, 2.253], + [16.639, 16.53, 16.521], + [10.304, 10.282, 10.288], + [32.234, 30.975, 31.024], + [0.175, 0.172, 0.167], + [28.393, 28.249, 28.248], + [34.334, 34.39, 34.41], + [67.949, 67.45, 67.701], + [150.055, 150.246, 150.95], + [15.705, 0.919, 0.92], + [0.608, 0.589, 0.582], + [0.914, 0.909, 0.904], + [33.003, 32.517, 32.557], + [59.867, 59.534, 60.799], + [6.365, 0.162, 0.157], + [23.892, 1.702, 1.713], + [14.471, 5.773, 8.495], + [43.759, 43.38, 42.055], [null, null, null], - [null, 31.789, null], - [6.056, 1.517, 1.486], - [0.605, 0.233, 0.238], - [0.351, 0.118, 0.132], - [0.178, 0.105, 0.106], - [0.802, 0.408, 0.409], - [0.308, 0.091, 0.082], - [0.142, 0.083, 0.085], - [0.081, 0.075, 0.071] + [null, null, null], + [12.243, 1.527, 1.521], + [0.899, 0.234, 0.231], + [0.355, 0.134, 0.133], + [0.308, 0.112, 0.108], + [0.935, 0.418, 0.388], + [0.523, 0.087, 0.093], + [0.138, 0.087, 0.086], + [0.084, 0.078, 0.072] ] } diff --git a/clickhouse-datalake/results/c7a.metal-48xl.json b/clickhouse-datalake/results/c7a.metal-48xl.json index c38cbd77a..b579869cb 100644 --- a/clickhouse-datalake/results/c7a.metal-48xl.json +++ b/clickhouse-datalake/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, single)", - "date": "2025-08-30", + "system": "ClickHouse (data lake, single)", + "date": "2025-10-09", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14779976446, "result": [ - [0.229, 0.055, 0.055], - [19.796, 0.103, 0.107], - [23.904, 0.298, 0.292], - [22.104, 0.222, 0.221], - [1.909, 1.919, 1.902], - [7.624, 2.921, 2.953], - [14.149, 0.115, 0.098], - [0.112, 0.101, 0.119], - [12.312, 2.456, 2.495], - [3.653, 2.95, 2.926], - [3.193, 0.29, 0.29], - [1.988, 0.356, 0.361], - [2.402, 2.4, 2.375], - [3.542, 3.492, 3.558], - [3.818, 2.392, 2.316], - [2.215, 2.239, 2.2], - [7.946, 7.925, 9.398], - [5.872, 5.98, 5.912], - [34.114, 16.181, 15.936], - [0.206, 0.199, 0.218], - [70.644, 1.691, 1.63], - [2.058, 1.301, 1.316], - [71.261, 2.223, 2.201], - [242.977, 5.917, 5.95], - [0.469, 0.466, 0.467], - [0.481, 0.465, 0.467], - [0.472, 0.492, 0.479], - [1.335, 1.42, 1.289], - [36.207, 35.356, 36.456], - [0.152, 0.142, 0.149], - [1.457, 1.36, 1.366], - [2.777, 2.671, 2.665], - [18.51, 18.541, 18.465], - [12.151, 12.01, 15.861], - [12.248, 12.329, 12.325], - [1.427, 1.536, 1.531], - [0.217, 0.216, 0.221], - [0.145, 0.155, 0.142], - [0.121, 0.126, 0.115], - [0.453, 0.444, 0.392], - [0.092, 0.105, 0.103], - [0.11, 0.096, 0.094], - [0.091, 0.085, 0.092] + [0.127, 0.062, 0.055], + [5.422, 0.114, 0.12], + [7.162, 0.335, 0.311], + [6.472, 0.239, 0.235], + [2.037, 2.015, 2.034], + [4.47, 3.074, 3.022], + [5.646, 0.11, 0.109], + [0.131, 0.117, 0.136], + [6.257, 2.658, 2.67], + [3.096, 3.147, 3.16], + [1.5, 0.34, 0.315], + [1.52, 0.355, 0.343], + [2.576, 2.457, 2.6], + [3.91, 3.886, 3.847], + [3.546, 2.74, 2.704], + [2.316, 2.342, 2.307], + [9.432, 9.267, 9.331], + [6.849, 7.058, 6.952], + [24.742, 19.258, 19.255], + [0.222, 0.202, 0.222], + [28.652, 1.457, 1.449], + [1.591, 1.333, 1.351], + [33.571, 2.425, 2.44], + [94.077, 6.382, 6.446], + [0.505, 0.497, 0.511], + [0.486, 0.462, 0.486], + [0.503, 0.498, 0.493], + [1.64, 1.657, 1.682], + [37.317, 37.091, 37.361], + [0.17, 0.165, 0.163], + [1.754, 1.843, 1.826], + [3.336, 2.904, 3.062], + [25.455, 25.254, 25.341], + [14.715, 14.537, 14.614], + [14.582, 14.346, 14.295], + [1.522, 1.58, 1.568], + [0.212, 0.22, 0.214], + [0.135, 0.134, 0.131], + [0.12, 0.122, 0.118], + [0.36, 0.427, 0.455], + [0.103, 0.095, 0.074], + [0.087, 0.085, 0.09], + [0.074, 0.076, 0.079] ] } + diff --git a/clickhouse-datalake/results/c8g.4xlarge.json b/clickhouse-datalake/results/c8g.4xlarge.json index 52cc5b948..926bab2b2 100644 --- a/clickhouse-datalake/results/c8g.4xlarge.json +++ b/clickhouse-datalake/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, single)", - "date": "2025-08-28", + "system": "ClickHouse (data lake, single)", + "date": "2025-10-09", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14779976446, "result": [ - [0.26, 0.051, 0.054], - [22.424, 0.143, 0.104], - [24.518, 0.167, 0.167], - [24.628, 0.142, 0.143], - [1.528, 1.529, 1.561], - [6.779, 2.682, 2.667], - [8.595, 0.09, 0.091], - [0.088, 0.095, 0.092], - [5.811, 2.034, 2.045], - [2.529, 2.486, 2.506], - [1.503, 0.187, 0.204], - [1.417, 0.244, 0.265], - [2.209, 2.256, 2.225], - [2.975, 2.991, 2.999], - [2.392, 2.206, 2.22], - [1.622, 1.627, 1.623], - [7.921, 7.886, 7.884], - [5.755, 5.695, 5.745], - [24.907, 15.223, 15.171], - [0.13, 0.126, 0.129], - [36.76, 1.724, 1.711], - [1.424, 1.166, 1.161], - [38.178, 2.062, 2.055], - [133.047, 66.375, 3.421], - [0.3, 0.304, 0.296], - [0.369, 0.364, 0.437], - [0.287, 0.295, 0.3], - [0.994, 0.998, 0.974], - [38.254, 38.285, 38.282], - [0.099, 0.1, 0.121], - [0.953, 0.952, 0.965], - [1.855, 1.847, 1.83], - [17.173, 17.367, 17.351], - [11.47, 11.234, 11.408], - [11.403, 11.448, 11.792], - [1.078, 1.091, 1.076], - [0.177, 0.182, 0.18], - [0.099, 0.105, 0.1], - [0.093, 0.091, 0.092], - [0.315, 0.318, 0.321], - [0.096, 0.073, 0.075], - [0.072, 0.069, 0.065], - [0.066, 0.063, 0.05] + [0.12, 0.055, 0.054], + [5.041, 0.102, 0.108], + [7.257, 0.17, 0.16], + [13.206, 0.141, 0.135], + [1.597, 1.589, 1.592], + [5.123, 2.763, 2.777], + [5.599, 0.094, 0.095], + [0.099, 0.088, 0.084], + [5.806, 2.164, 2.167], + [2.677, 2.708, 2.673], + [1.389, 0.202, 0.201], + [1.38, 0.269, 0.271], + [2.239, 2.276, 2.283], + [3.241, 3.22, 3.238], + [2.49, 2.353, 2.42], + [1.663, 1.675, 1.648], + [8.877, 8.917, 8.886], + [6.425, 6.475, 6.466], + [20.41, 17.5, 17.624], + [0.12, 0.135, 0.111], + [44.243, 1.691, 1.673], + [1.49, 1.118, 1.131], + [43.486, 2.001, 2.027], + [120.322, 126.286, 122.124], + [1.041, 0.295, 0.299], + [0.368, 0.374, 0.388], + [0.305, 0.297, 0.306], + [5.429, 0.911, 0.891], + [41.508, 39.152, 39.166], + [0.106, 0.111, 0.098], + [8.221, 1.17, 1.168], + [9.573, 2.249, 2.259], + [20.786, 20.716, 20.553], + [12.237, 12.029, 12.054], + [12.138, 12.027, 12.052], + [1.116, 1.132, 1.119], + [0.231, 0.19, 0.185], + [0.09, 0.11, 0.103], + [0.143, 0.094, 0.094], + [0.403, 0.315, 0.318], + [0.184, 0.074, 0.075], + [0.093, 0.072, 0.067], + [0.067, 0.07, 0.068] ] } + diff --git a/clickhouse-datalake/results/c8g.metal-48xl.json b/clickhouse-datalake/results/c8g.metal-48xl.json index 83ebe8715..26f33d3bd 100644 --- a/clickhouse-datalake/results/c8g.metal-48xl.json +++ b/clickhouse-datalake/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (data lake, single)", - "date": "2025-08-28", + "system": "ClickHouse (data lake, single)", + "date": "2025-10-09", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14779976446, "result": [ - [0.111, 0.056, 0.057], - [16.916, 0.113, 0.114], - [24.388, 0.232, 0.232], - [24.602, 0.187, 0.186], - [1.531, 1.531, 1.535], - [6.65, 2.632, 2.632], - [8.444, 0.101, 0.104], - [0.109, 0.104, 0.117], - [5.732, 2.014, 2], - [3.336, 2.559, 2.521], - [1.485, 0.256, 0.242], - [1.425, 0.338, 0.317], - [2.224, 2.235, 2.234], - [3.038, 3.048, 3.049], - [3.185, 2.302, 2.319], - [1.66, 1.669, 1.668], - [7.82, 7.789, 7.886], - [5.79, 5.757, 5.752], - [22.7, 14.776, 14.504], - [0.184, 0.173, 0.158], - [38.366, 2.101, 2.013], - [1.279, 1.064, 1.044], - [35.558, 1.788, 1.819], - [119.694, 4.623, 4.571], - [0.361, 0.375, 0.37], - [0.459, 0.459, 0.47], - [0.368, 0.367, 0.369], - [1.042, 1.08, 1.067], - [39.286, 39.633, 40.464], - [0.168, 0.167, 0.165], - [1.282, 1.243, 1.229], - [2.337, 2.226, 2.225], - [16.148, 16.293, 16.205], - [10.741, 10.629, 10.623], - [10.592, 10.439, 10.724], - [1.107, 1.1, 1.1], - [0.184, 0.2, 0.197], - [0.124, 0.126, 0.123], - [0.109, 0.11, 0.112], - [0.328, 0.338, 0.332], - [0.086, 0.089, 0.088], - [0.087, 0.08, 0.086], - [0.079, 0.081, 0.081] + [0.115, 0.049, 0.054], + [5.054, 0.126, 0.141], + [7.262, 0.242, 0.26], + [6.261, 0.187, 0.189], + [1.572, 1.569, 1.562], + [4.257, 2.611, 2.599], + [5.471, 0.112, 0.123], + [0.119, 0.128, 0.127], + [5.68, 2.081, 2.017], + [2.54, 2.554, 2.543], + [1.435, 0.286, 0.277], + [1.456, 0.348, 0.357], + [2.095, 2.1, 2.096], + [2.941, 2.906, 2.925], + [3.146, 2.272, 2.252], + [1.661, 1.665, 1.677], + [7.922, 7.949, 7.989], + [5.882, 5.875, 5.877], + [22.653, 14.945, 14.743], + [0.166, 0.185, 0.176], + [49.476, 2.017, 2.008], + [1.334, 1.092, 1.044], + [39.82, 1.805, 1.878], + [92.779, 4.75, 4.625], + [0.368, 0.365, 0.362], + [0.445, 0.439, 0.443], + [0.359, 0.354, 0.35], + [1.238, 1.238, 1.223], + [39.871, 39.84, 39.864], + [0.173, 0.185, 0.178], + [1.302, 1.28, 1.254], + [2.343, 2.269, 2.216], + [16.75, 16.879, 16.863], + [10.51, 10.301, 10.409], + [10.698, 10.308, 10.186], + [1.101, 1.093, 1.109], + [0.175, 0.169, 0.182], + [0.112, 0.101, 0.105], + [0.119, 0.11, 0.113], + [0.312, 0.318, 0.31], + [0.08, 0.081, 0.078], + [0.074, 0.071, 0.064], + [0.071, 0.067, 0.07] ] } + diff --git a/clickhouse-parquet-partitioned/results/c6a.2xlarge.json b/clickhouse-parquet-partitioned/results/c6a.2xlarge.json index 129147c1e..41896f433 100644 --- a/clickhouse-parquet-partitioned/results/c6a.2xlarge.json +++ b/clickhouse-parquet-partitioned/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.027, 0.012, 0.011], - [0.136, 0.04, 0.039], - [0.224, 0.082, 0.081], - [0.589, 0.087, 0.089], - [1.012, 0.594, 0.594], - [1.221, 0.904, 0.89], - [0.139, 0.042, 0.042], - [0.134, 0.04, 0.041], - [1.049, 0.696, 0.696], - [1.722, 0.867, 0.84], - [0.84, 0.242, 0.24], - [0.902, 0.266, 0.268], - [1.367, 0.985, 0.928], - [3.047, 1.413, 1.448], - [1.472, 1.085, 1.088], - [0.851, 0.713, 0.71], - [3.807, 2.814, 2.836], - [2.807, 1.798, 1.823], - [7.253, 5.189, 5.199], - [0.288, 0.078, 0.077], - [10.625, 1.237, 1.242], - [12.226, 1.451, 1.454], - [23.365, 2.726, 2.706], - [57.811, 4.915, 29.77], - [3.063, 0.504, 0.495], - [0.958, 0.326, 0.329], - [2.727, 0.504, 0.499], - [9.623, 1.445, 1.452], - [10.808, 10.614, 10.535], - [0.21, 0.07, 0.071], - [2.684, 0.947, 0.95], - [6.494, 1.47, 1.331], - [11.971, 10.937, 11.299], - [10.834, 4.32, 4.451], - [10.773, 4.294, 4.343], - [0.52, 0.493, 0.509], - [0.257, 0.115, 0.118], - [0.185, 0.065, 0.073], - [0.193, 0.046, 0.048], - [0.366, 0.22, 0.197], - [0.15, 0.03, 0.031], - [0.126, 0.027, 0.026], - [0.121, 0.023, 0.023] + [0.036, 0.012, 0.012], + [0.188, 0.039, 0.039], + [0.307, 0.082, 0.083], + [0.51, 0.093, 0.093], + [0.826, 0.611, 0.604], + [1.059, 0.882, 0.885], + [0.164, 0.045, 0.042], + [0.178, 0.04, 0.041], + [0.98, 0.754, 0.745], + [1.621, 0.876, 0.87], + [0.764, 0.212, 0.21], + [0.816, 0.237, 0.241], + [1.23, 0.909, 0.918], + [2.84, 1.388, 1.359], + [1.316, 1.056, 1.06], + [1.04, 0.753, 0.75], + [3.665, 2.933, 2.969], + [2.57, 1.892, 1.897], + [7.142, 5.433, 5.453], + [0.484, 0.086, 0.089], + [10.216, 1.212, 1.209], + [12.065, 1.484, 1.466], + [23.088, 2.863, 2.791], + [57.028, 7.87, 13.206], + [3.012, 0.485, 0.478], + [0.951, 0.304, 0.31], + [3.007, 0.49, 0.487], + [10.485, 1.702, 1.677], + [10.954, 10.552, 10.591], + [0.359, 0.074, 0.072], + [2.954, 0.921, 0.925], + [7.007, 1.353, 1.46], + [13.261, 12.609, 12.892], + [11.708, 8.647, 8.714], + [11.007, 4.666, 8.416], + [0.648, 0.486, 0.481], + [0.276, 0.115, 0.135], + [0.183, 0.067, 0.073], + [0.218, 0.045, 0.046], + [0.397, 0.201, 0.194], + [0.158, 0.032, 0.032], + [0.125, 0.026, 0.027], + [0.126, 0.024, 0.024] ] } diff --git a/clickhouse-parquet-partitioned/results/c6a.4xlarge.json b/clickhouse-parquet-partitioned/results/c6a.4xlarge.json index d6bb2b7c1..e29f10e5d 100644 --- a/clickhouse-parquet-partitioned/results/c6a.4xlarge.json +++ b/clickhouse-parquet-partitioned/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.021, 0.015, 0.012], - [0.119, 0.033, 0.035], - [0.153, 0.059, 0.06], - [0.648, 0.086, 0.087], - [1.136, 0.403, 0.412], - [1.163, 0.534, 0.561], - [0.104, 0.031, 0.036], - [0.114, 0.033, 0.035], - [1.011, 0.503, 0.504], - [1.67, 0.577, 0.607], - [0.854, 0.211, 0.209], - [1.07, 0.212, 0.201], - [1.428, 0.672, 0.659], - [2.784, 0.973, 0.983], - [1.379, 0.773, 0.76], - [0.847, 0.494, 0.486], - [3.341, 1.845, 1.855], - [2.644, 1.205, 1.375], - [6.242, 3.799, 3.786], - [0.288, 0.075, 0.074], - [10.557, 1.118, 1.123], - [11.957, 1.355, 1.378], - [22.963, 2.417, 2.406], - [56.707, 2.824, 2.828], - [3.022, 0.355, 0.352], - [0.841, 0.248, 0.255], - [2.734, 0.345, 0.349], - [9.675, 1.554, 1.54], - [8.662, 5.644, 5.657], - [0.145, 0.054, 0.054], - [2.63, 0.572, 0.582], - [6.411, 0.971, 0.967], - [7.07, 4.487, 4.502], - [10.529, 3.07, 3.036], - [10.56, 3.107, 3.037], - [0.401, 0.334, 0.333], - [0.242, 0.114, 0.115], - [0.16, 0.07, 0.067], - [0.183, 0.048, 0.046], - [0.318, 0.169, 0.173], - [0.133, 0.028, 0.028], - [0.117, 0.03, 0.024], - [0.116, 0.022, 0.023] + [0.017, 0.019, 0.02], + [0.104, 0.035, 0.037], + [0.136, 0.061, 0.059], + [0.475, 0.083, 0.094], + [0.607, 0.407, 0.41], + [0.944, 0.514, 0.5], + [0.106, 0.042, 0.04], + [0.112, 0.038, 0.044], + [0.855, 0.516, 0.503], + [1.513, 0.591, 0.574], + [0.695, 0.193, 0.188], + [0.768, 0.188, 0.193], + [1.056, 0.642, 0.657], + [2.568, 0.977, 0.988], + [1.149, 0.74, 0.727], + [0.679, 0.489, 0.492], + [3.074, 1.788, 1.808], + [2.345, 1.127, 1.116], + [5.915, 3.757, 3.793], + [0.193, 0.08, 0.082], + [9.76, 1.102, 1.111], + [11.556, 1.331, 1.321], + [22.267, 2.386, 2.407], + [55.1, 2.779, 2.781], + [2.838, 0.334, 0.346], + [0.86, 0.246, 0.247], + [2.818, 0.338, 0.349], + [9.972, 1.545, 1.529], + [8.614, 5.388, 5.435], + [0.144, 0.061, 0.059], + [2.716, 0.552, 0.563], + [6.557, 0.919, 0.927], + [7.114, 4.459, 4.469], + [10.834, 3.138, 3.095], + [10.833, 3.116, 3.077], + [0.397, 0.336, 0.336], + [0.235, 0.105, 0.109], + [0.143, 0.067, 0.065], + [0.178, 0.049, 0.043], + [0.297, 0.181, 0.174], + [0.115, 0.032, 0.031], + [0.099, 0.039, 0.022], + [0.095, 0.023, 0.025] ] } diff --git a/clickhouse-parquet-partitioned/results/c6a.large.json b/clickhouse-parquet-partitioned/results/c6a.large.json index 7561acb68..3c26eca84 100644 --- a/clickhouse-parquet-partitioned/results/c6a.large.json +++ b/clickhouse-parquet-partitioned/results/c6a.large.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.large", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.137, 0.03, 0.03], - [0.333, 0.112, 0.11], - [0.609, 0.269, 0.27], - [0.787, 0.232, 0.239], - [2.11, 1.751, 1.749], - [3.5, 3.121, 3.146], - [0.35, 0.12, 0.12], - [0.376, 0.118, 0.117], - [2.574, 2.227, 2.225], - [3.069, 2.728, 2.716], - [1.331, 0.781, 0.778], - [1.468, 0.907, 0.908], - [3.496, 3.059, 3.026], - [7.681, 6.86, 6.956], - [4.152, 3.695, 3.732], - [2.329, 1.94, 1.949], - [12.686, 12.23, 12.285], - [9.594, 9.343, 9.29], - [25.301, 24.425, 25.997], - [0.701, 0.215, 0.217], - [9.541, 4.977, 5.062], - [11.23, 6.101, 8.074], - [21.871, 21.829, 21.921], - [53.828, 53.754, 53.773], - [2.841, 1.98, 1.811], - [1.783, 1.204, 1.187], - [2.916, 1.779, 1.78], - [10, 4.975, 4.993], - [42.436, 41.672, 41.853], - [0.486, 0.207, 0.209], - [4.152, 3.396, 3.4], - [7.005, 4.329, 4.349], - [30.329, 29.764, 31.298], - [30.081, 30.065, 30.439], - [29.631, 30.584, 29.971], - [1.573, 1.27, 1.253], - [0.522, 0.229, 0.222], - [0.335, 0.125, 0.122], - [0.372, 0.09, 0.095], - [0.633, 0.372, 0.403], - [0.258, 0.063, 0.063], - [0.252, 0.06, 0.059], - [0.252, 0.054, 0.054] + [0.105, 0.031, 0.031], + [0.317, 0.113, 0.115], + [0.606, 0.286, 0.287], + [0.787, 0.238, 0.237], + [2.2, 1.885, 1.884], + [3.367, 3.085, 3.099], + [0.34, 0.123, 0.122], + [0.33, 0.116, 0.116], + [2.723, 2.403, 2.436], + [3.236, 2.958, 2.985], + [1.201, 0.679, 0.683], + [1.319, 0.796, 0.788], + [3.362, 2.986, 3.001], + [7.471, 6.944, 6.983], + [4.001, 3.594, 3.596], + [2.4, 2.037, 2.003], + [12.213, 12.036, 11.922], + [9.582, 9.007, 9.42], + [24.811, 23.127, 24.145], + [0.687, 0.217, 0.215], + [9.494, 3.314, 3.275], + [11.38, 4.251, 8.073], + [21.865, 21.742, 21.733], + [53.886, 53.706, 53.725], + [2.759, 1.606, 1.606], + [1.642, 1.007, 0.997], + [2.725, 1.598, 1.602], + [9.708, 3.791, 3.825], + [41.913, 41.013, 40.957], + [0.499, 0.218, 0.218], + [3.946, 3.227, 3.204], + [7.011, 4.212, 4.192], + [30.125, 29.704, 30.505], + [27.077, 26.628, 27.052], + [27.105, 27.213, 27.573], + [1.638, 1.352, 1.34], + [0.437, 0.219, 0.216], + [0.299, 0.124, 0.12], + [0.33, 0.09, 0.092], + [0.577, 0.356, 0.353], + [0.256, 0.067, 0.065], + [0.237, 0.062, 0.063], + [0.227, 0.056, 0.059] ] } diff --git a/clickhouse-parquet-partitioned/results/c6a.metal.json b/clickhouse-parquet-partitioned/results/c6a.metal.json index b4f241c7b..c412ae302 100644 --- a/clickhouse-parquet-partitioned/results/c6a.metal.json +++ b/clickhouse-parquet-partitioned/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.056, 0.047, 0.05], - [0.111, 0.058, 0.055], - [0.157, 0.077, 0.075], - [0.701, 0.094, 0.102], - [1.052, 0.269, 0.27], - [1.059, 0.263, 0.261], - [0.111, 0.069, 0.06], - [0.121, 0.062, 0.067], - [1.062, 0.374, 0.386], - [1.65, 0.395, 0.383], - [0.841, 0.183, 0.194], - [0.921, 0.157, 0.183], - [1.213, 0.278, 0.266], - [2.464, 0.296, 0.298], - [1.109, 0.276, 0.285], - [0.627, 0.202, 0.185], - [2.559, 0.416, 0.417], - [2.49, 0.359, 0.346], - [4.559, 0.838, 0.822], - [0.299, 0.089, 0.101], - [10.202, 0.392, 0.378], - [11.648, 0.441, 0.48], - [22.308, 0.663, 0.705], - [54.693, 1.043, 1.065], - [2.862, 0.156, 0.176], - [1.098, 0.129, 0.129], - [3.122, 0.158, 0.164], - [9.873, 0.509, 0.506], - [8.527, 1.267, 1.287], - [0.167, 0.092, 0.093], - [2.577, 0.214, 0.206], - [6.261, 0.299, 0.309], - [5.09, 1.012, 1.035], - [9.792, 0.722, 0.824], - [9.789, 0.803, 0.856], - [0.286, 0.16, 0.166], - [0.247, 0.139, 0.147], - [0.186, 0.094, 0.095], - [0.199, 0.088, 0.087], - [0.28, 0.189, 0.123], - [0.127, 0.075, 0.07], - [0.124, 0.07, 0.063], - [0.118, 0.056, 0.054] + [0.138, 0.044, 0.04], + [0.272, 0.076, 0.071], + [0.457, 0.072, 0.087], + [0.837, 0.104, 0.109], + [1.087, 0.269, 0.285], + [1.44, 0.268, 0.25], + [0.25, 0.063, 0.072], + [0.103, 0.071, 0.083], + [1.02, 0.394, 0.385], + [1.646, 0.397, 0.404], + [0.818, 0.195, 0.2], + [1.116, 0.174, 0.188], + [1.329, 0.288, 0.27], + [2.452, 0.323, 0.326], + [1.094, 0.286, 0.311], + [0.592, 0.204, 0.229], + [2.568, 0.449, 0.441], + [2.473, 0.377, 0.362], + [4.644, 0.868, 0.89], + [0.286, 0.1, 0.106], + [15.022, 0.388, 0.394], + [11.671, 0.452, 0.461], + [22.214, 0.718, 0.729], + [57.412, 1.075, 1.064], + [2.858, 0.166, 0.173], + [1.154, 0.165, 0.149], + [3.173, 0.184, 0.188], + [9.687, 0.544, 0.544], + [8.336, 1.148, 1.052], + [0.15, 0.091, 0.108], + [2.576, 0.238, 0.235], + [6.217, 0.331, 0.328], + [5.26, 1.07, 1.104], + [9.875, 0.956, 0.757], + [9.867, 0.888, 0.803], + [0.223, 0.167, 0.175], + [0.214, 0.146, 0.137], + [0.152, 0.099, 0.125], + [0.163, 0.099, 0.086], + [0.279, 0.217, 0.205], + [0.115, 0.07, 0.07], + [0.123, 0.071, 0.059], + [0.118, 0.057, 0.056] ] } diff --git a/clickhouse-parquet-partitioned/results/c6a.xlarge.json b/clickhouse-parquet-partitioned/results/c6a.xlarge.json index 50a02bd3d..a95657165 100644 --- a/clickhouse-parquet-partitioned/results/c6a.xlarge.json +++ b/clickhouse-parquet-partitioned/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.054, 0.017, 0.017], - [0.198, 0.065, 0.062], - [0.365, 0.143, 0.144], - [0.8, 0.131, 0.134], - [1.589, 0.925, 0.92], - [1.739, 1.582, 1.586], - [0.201, 0.065, 0.066], - [0.206, 0.064, 0.065], - [1.398, 1.228, 1.23], - [2.186, 1.483, 1.476], - [1.031, 0.417, 0.414], - [1.252, 0.483, 0.482], - [1.844, 1.641, 1.641], - [3.928, 2.439, 2.451], - [2.04, 1.851, 1.847], - [1.248, 1.034, 1.032], - [8.58, 6.886, 6.853], - [5.235, 4.988, 5.131], - [14.276, 13.796, 13.595], - [0.404, 0.116, 0.117], - [9.451, 2.249, 2.232], - [11.221, 2.723, 2.756], - [21.642, 5.029, 5.082], - [53.641, 54.013, 54.047], - [2.72, 0.895, 0.901], - [0.921, 0.599, 0.597], - [2.731, 0.91, 0.909], - [9.639, 2.276, 2.283], - [21.004, 20.765, 20.701], - [0.321, 0.112, 0.115], - [2.768, 1.816, 1.709], - [6.68, 2.472, 2.516], - [18.153, 17.503, 17.569], - [18.909, 14.178, 14.483], - [19.284, 14.243, 14.04], - [0.986, 0.801, 0.794], - [0.308, 0.151, 0.134], - [0.225, 0.08, 0.076], - [0.236, 0.055, 0.06], - [0.401, 0.231, 0.24], - [0.178, 0.039, 0.04], - [0.161, 0.035, 0.035], - [0.156, 0.032, 0.032] + [0.083, 0.017, 0.018], + [0.323, 0.062, 0.062], + [0.616, 0.145, 0.146], + [0.984, 0.134, 0.133], + [1.271, 0.93, 0.941], + [1.821, 1.533, 1.524], + [0.354, 0.069, 0.067], + [0.181, 0.065, 0.065], + [1.405, 1.276, 1.247], + [2.152, 1.527, 1.529], + [0.986, 0.343, 0.348], + [1.269, 0.411, 0.417], + [1.832, 1.556, 1.565], + [3.786, 2.339, 2.348], + [1.897, 1.749, 1.744], + [1.244, 1.03, 1.039], + [5.218, 6.497, 6.614], + [3.428, 4.944, 4.98], + [13.433, 13.07, 13.336], + [0.359, 0.12, 0.121], + [9.702, 1.734, 1.764], + [11.188, 2.148, 2.135], + [21.814, 4.158, 4.158], + [53.66, 53.827, 53.85], + [2.718, 0.825, 0.827], + [0.812, 0.525, 0.517], + [2.74, 0.827, 0.827], + [9.657, 2.043, 2.034], + [20.803, 20.508, 20.51], + [0.301, 0.119, 0.117], + [2.723, 1.601, 1.599], + [6.663, 2.494, 2.361], + [17.743, 17.143, 16.921], + [19.645, 13.871, 14.202], + [18.919, 14.405, 14.301], + [0.951, 0.817, 0.817], + [0.285, 0.135, 0.136], + [0.187, 0.079, 0.081], + [0.231, 0.059, 0.059], + [0.378, 0.225, 0.223], + [0.164, 0.041, 0.04], + [0.155, 0.035, 0.035], + [0.146, 0.033, 0.031] ] } diff --git a/clickhouse-parquet-partitioned/results/c7a.metal-48xl.json b/clickhouse-parquet-partitioned/results/c7a.metal-48xl.json index 523174283..dbf3abcc6 100644 --- a/clickhouse-parquet-partitioned/results/c7a.metal-48xl.json +++ b/clickhouse-parquet-partitioned/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-30", + "system": "ClickHouse (Parquet, partitioned)", + "date": "2025-10-09", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.074, 0.057, 0.041], - [0.116, 0.083, 0.07], - [0.668, 0.086, 0.082], - [1.383, 0.102, 0.1], - [1.604, 0.434, 0.43], - [1.518, 0.441, 0.461], - [0.107, 0.071, 0.079], - [0.129, 0.078, 0.075], - [1.442, 0.38, 0.399], - [1.977, 0.408, 0.412], - [1.165, 0.232, 0.22], - [1.431, 0.201, 0.191], - [1.709, 0.273, 0.277], - [2.701, 0.288, 0.304], - [1.268, 0.234, 0.257], - [0.949, 0.193, 0.183], - [2.962, 0.346, 0.336], - [2.533, 0.329, 0.353], - [4.538, 0.582, 0.574], - [0.442, 0.085, 0.082], - [10.658, 0.368, 0.347], - [11.918, 0.455, 0.458], - [22.48, 0.657, 0.647], - [54.079, 0.993, 0.986], - [2.752, 0.167, 0.173], - [0.873, 0.141, 0.142], - [2.748, 0.174, 0.171], - [9.714, 0.437, 0.449], - [8.184, 0.638, 0.631], - [0.188, 0.109, 0.11], - [2.582, 0.235, 0.223], - [6.195, 0.277, 0.246], - [4.845, 0.723, 0.726], - [9.703, 0.622, 0.611], - [9.728, 0.61, 0.612], - [0.241, 0.173, 0.184], - [0.254, 0.16, 0.158], - [0.196, 0.123, 0.132], - [0.188, 0.095, 0.124], - [0.247, 0.143, 0.146], - [0.146, 0.074, 0.081], - [0.144, 0.07, 0.075], - [0.115, 0.073, 0.073] + [0.084, 0.062, 0.056], + [0.16, 0.091, 0.086], + [0.31, 0.093, 0.096], + [0.623, 0.119, 0.123], + [1.126, 0.475, 0.448], + [1.212, 0.476, 0.473], + [0.215, 0.086, 0.098], + [0.233, 0.099, 0.089], + [1.022, 0.42, 0.399], + [1.645, 0.43, 0.431], + [1.058, 0.251, 0.242], + [0.914, 0.208, 0.216], + [1.083, 0.268, 0.283], + [2.421, 0.334, 0.299], + [1.132, 0.263, 0.235], + [0.691, 0.194, 0.213], + [2.437, 0.366, 0.385], + [2.425, 0.369, 0.372], + [4.42, 0.612, 0.623], + [0.611, 0.113, 0.103], + [9.855, 0.408, 0.39], + [11.573, 0.465, 0.476], + [22.352, 0.624, 0.638], + [54.422, 1.012, 1.013], + [2.846, 0.192, 0.181], + [0.935, 0.158, 0.17], + [2.842, 0.186, 0.192], + [10.069, 0.513, 0.457], + [8.344, 0.662, 0.648], + [0.493, 0.117, 0.119], + [2.661, 0.231, 0.239], + [6.356, 0.303, 0.291], + [5.005, 0.785, 0.795], + [9.979, 0.685, 0.7], + [9.979, 0.671, 0.641], + [0.636, 0.175, 0.185], + [0.298, 0.16, 0.182], + [0.249, 0.133, 0.135], + [0.335, 0.132, 0.142], + [0.406, 0.155, 0.156], + [0.193, 0.077, 0.082], + [0.153, 0.071, 0.084], + [0.199, 0.074, 0.092] ] } + diff --git a/clickhouse-parquet-partitioned/results/c8g.4xlarge.json b/clickhouse-parquet-partitioned/results/c8g.4xlarge.json index ac00cf43b..a5c7a6529 100644 --- a/clickhouse-parquet-partitioned/results/c8g.4xlarge.json +++ b/clickhouse-parquet-partitioned/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-28", + "system": "ClickHouse (Parquet, partitioned)", + "date": "2025-10-09", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.017, 0.017, 0.021], - [0.142, 0.025, 0.027], - [0.194, 0.044, 0.04], - [0.852, 0.054, 0.055], - [1.112, 0.19, 0.19], - [1.126, 0.371, 0.377], - [0.144, 0.029, 0.031], - [0.087, 0.025, 0.026], - [0.879, 0.255, 0.26], - [1.524, 0.31, 0.318], - [0.839, 0.124, 0.15], - [1.076, 0.142, 0.149], - [1.365, 0.369, 0.36], - [2.575, 0.511, 0.504], - [1.163, 0.406, 0.402], - [0.639, 0.232, 0.234], - [2.804, 0.843, 0.946], - [2.574, 0.562, 0.585], - [5.054, 1.597, 1.603], - [0.256, 0.048, 0.047], - [10.937, 0.471, 0.454], - [11.985, 0.604, 0.584], - [23.649, 0.966, 0.985], - [57.395, 1.217, 1.221], - [2.949, 0.22, 0.205], - [1.193, 0.145, 0.148], - [3.248, 0.217, 0.213], - [10.506, 0.476, 0.492], - [8.858, 3.07, 3.046], - [0.133, 0.047, 0.051], - [2.824, 0.353, 0.339], - [6.65, 0.454, 0.461], - [5.597, 1.677, 1.601], - [10.525, 1.351, 1.339], - [10.545, 1.304, 1.295], - [0.247, 0.188, 0.188], - [0.176, 0.085, 0.09], - [0.126, 0.06, 0.055], - [0.158, 0.042, 0.038], - [0.23, 0.134, 0.129], - [0.103, 0.029, 0.024], - [0.094, 0.028, 0.031], - [0.087, 0.021, 0.022] + [0.022, 0.013, 0.014], + [0.092, 0.023, 0.034], + [0.139, 0.048, 0.041], + [1.023, 0.052, 0.055], + [1.151, 0.199, 0.186], + [1.284, 0.341, 0.355], + [0.131, 0.031, 0.024], + [0.108, 0.026, 0.027], + [0.924, 0.251, 0.276], + [1.637, 0.299, 0.307], + [0.895, 0.12, 0.129], + [1.253, 0.132, 0.137], + [1.486, 0.355, 0.334], + [2.591, 0.477, 0.483], + [1.267, 0.377, 0.398], + [0.685, 0.218, 0.212], + [2.77, 0.759, 0.879], + [2.622, 0.573, 0.53], + [5.082, 1.523, 1.518], + [0.29, 0.044, 0.05], + [10.643, 0.471, 0.481], + [12.12, 0.567, 0.563], + [22.99, 0.936, 0.941], + [56.743, 1.22, 1.199], + [3.03, 0.187, 0.186], + [1.24, 0.131, 0.131], + [3.35, 0.188, 0.193], + [9.656, 0.485, 0.486], + [8.301, 2.96, 2.954], + [0.144, 0.056, 0.055], + [2.589, 0.316, 0.308], + [6.223, 0.417, 0.42], + [5.28, 1.656, 1.613], + [9.783, 1.25, 1.223], + [9.775, 1.24, 1.262], + [0.301, 0.173, 0.179], + [0.193, 0.074, 0.076], + [0.131, 0.041, 0.042], + [0.157, 0.032, 0.032], + [0.26, 0.119, 0.118], + [0.095, 0.021, 0.021], + [0.088, 0.024, 0.018], + [0.09, 0.018, 0.018] ] } + diff --git a/clickhouse-parquet-partitioned/results/c8g.metal-48xl.json b/clickhouse-parquet-partitioned/results/c8g.metal-48xl.json index f100fb792..a498a08e1 100644 --- a/clickhouse-parquet-partitioned/results/c8g.metal-48xl.json +++ b/clickhouse-parquet-partitioned/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (Parquet, partitioned)", - "date": "2025-08-28", + "system": "ClickHouse (Parquet, partitioned)", + "date": "2025-10-09", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.047, 0.042, 0.04], - [0.104, 0.066, 0.048], - [0.595, 0.069, 0.059], - [1.332, 0.06, 0.064], - [1.441, 0.25, 0.247], - [1.597, 0.302, 0.291], - [0.104, 0.055, 0.057], - [0.103, 0.073, 0.055], - [1.274, 0.259, 0.268], - [1.988, 0.279, 0.272], - [1.121, 0.164, 0.163], - [1.334, 0.122, 0.133], - [1.546, 0.223, 0.173], - [2.692, 0.312, 0.247], - [1.118, 0.205, 0.186], - [0.822, 0.131, 0.141], - [2.916, 0.293, 0.334], - [2.427, 0.315, 0.297], - [4.469, 0.496, 0.498], - [0.344, 0.067, 0.061], - [10.59, 0.321, 0.338], - [11.701, 0.452, 0.463], - [22.38, 0.598, 0.573], - [54.429, 1.078, 0.966], - [2.734, 0.138, 0.129], - [0.85, 0.131, 0.114], - [2.731, 0.134, 0.131], - [9.698, 0.446, 0.41], - [8.038, 0.497, 0.559], - [0.223, 0.116, 0.115], - [2.565, 0.175, 0.174], - [6.188, 0.229, 0.204], - [4.854, 0.726, 0.784], - [9.745, 0.489, 0.527], - [9.716, 0.504, 0.59], - [0.262, 0.109, 0.105], - [0.207, 0.101, 0.095], - [0.172, 0.104, 0.082], - [0.167, 0.071, 0.076], - [0.196, 0.105, 0.109], - [0.118, 0.069, 0.058], - [0.101, 0.064, 0.056], - [0.091, 0.063, 0.053] + [0.091, 0.054, 0.054], + [0.297, 0.077, 0.075], + [0.794, 0.072, 0.075], + [1.541, 0.086, 0.093], + [1.682, 0.371, 0.379], + [2.076, 0.354, 0.359], + [0.315, 0.078, 0.077], + [0.329, 0.081, 0.075], + [1.959, 0.3, 0.301], + [2.627, 0.339, 0.315], + [1.806, 0.184, 0.176], + [1.82, 0.148, 0.167], + [2.001, 0.214, 0.221], + [3.377, 0.243, 0.261], + [1.994, 0.207, 0.207], + [1.616, 0.181, 0.171], + [3.435, 0.348, 0.329], + [2.287, 0.324, 0.354], + [4.237, 0.517, 0.512], + [0.197, 0.069, 0.067], + [9.676, 0.334, 0.342], + [11.262, 0.436, 0.429], + [21.702, 0.603, 0.608], + [53.63, 1.038, 0.972], + [2.739, 0.148, 0.156], + [0.832, 0.145, 0.147], + [2.741, 0.155, 0.157], + [9.686, 0.423, 0.384], + [8.036, 0.519, 0.524], + [0.19, 0.124, 0.132], + [2.567, 0.197, 0.204], + [6.198, 0.267, 0.266], + [4.873, 0.735, 0.717], + [9.697, 0.543, 0.534], + [9.711, 0.572, 0.674], + [0.183, 0.133, 0.155], + [0.181, 0.119, 0.114], + [0.145, 0.089, 0.096], + [0.189, 0.084, 0.066], + [0.198, 0.103, 0.112], + [0.114, 0.07, 0.064], + [0.101, 0.065, 0.069], + [0.111, 0.067, 0.068] ] } + diff --git a/clickhouse-parquet/results/c6a.2xlarge.json b/clickhouse-parquet/results/c6a.2xlarge.json index 47db6a141..c3f61acc6 100644 --- a/clickhouse-parquet/results/c6a.2xlarge.json +++ b/clickhouse-parquet/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (Parquet, single)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.038, 0.026, 0.025], - [0.157, 0.053, 0.052], - [0.241, 0.095, 0.096], - [0.359, 0.122, 0.122], - [0.715, 0.62, 0.615], - [1.022, 0.931, 0.935], - [0.156, 0.055, 0.057], - [0.161, 0.055, 0.056], - [0.829, 0.725, 0.736], - [1.226, 0.861, 0.87], - [0.536, 0.286, 0.289], - [0.578, 0.31, 0.314], - [1.106, 0.967, 0.981], - [2.436, 1.413, 1.434], - [1.299, 1.105, 1.106], - [0.858, 0.74, 0.74], - [3.095, 3.952, 3.852], - [2.09, 2.813, 2.816], - [6.325, 8.2, 8.074], - [0.285, 0.124, 0.117], - [9.539, 1.349, 1.356], - [11.221, 2.109, 2.083], - [21.871, 4.12, 4.115], - [54.737, 45.161, 28.963], - [2.535, 0.574, 0.556], - [0.77, 0.351, 0.359], - [2.541, 0.556, 0.558], - [9.683, 1.908, 1.889], - [11.327, 11.137, 11.118], - [0.219, 0.092, 0.087], - [2.451, 0.986, 0.987], - [6.172, 1.388, 1.372], - [13.069, 12.455, 11.382], - [11.031, 8.422, 8.464], - [11.012, 8.472, 8.377], - [0.538, 0.436, 0.435], - [0.286, 0.117, 0.125], - [0.219, 0.08, 0.085], - [0.236, 0.067, 0.065], - [0.288, 0.152, 0.151], - [0.162, 0.046, 0.045], - [0.148, 0.043, 0.041], - [0.143, 0.038, 0.038] + [0.036, 0.026, 0.026], + [0.119, 0.053, 0.055], + [0.231, 0.098, 0.098], + [0.359, 0.121, 0.122], + [0.698, 0.605, 0.602], + [0.975, 0.901, 0.897], + [0.138, 0.059, 0.058], + [0.151, 0.056, 0.057], + [0.802, 0.717, 0.717], + [1.243, 0.86, 0.864], + [0.54, 0.231, 0.227], + [0.566, 0.258, 0.256], + [1.012, 0.926, 0.921], + [2.452, 1.336, 1.328], + [1.211, 1.028, 1.028], + [0.811, 0.718, 0.719], + [3.072, 3.712, 3.695], + [2.119, 2.726, 2.733], + [6.334, 7.757, 7.85], + [0.267, 0.117, 0.117], + [9.854, 1.257, 1.248], + [11.566, 1.84, 1.838], + [22.58, 3.725, 3.689], + [56.382, 51.485, 46.054], + [2.598, 0.503, 0.507], + [0.766, 0.32, 0.323], + [2.614, 0.506, 0.513], + [9.967, 1.743, 1.708], + [10.819, 11.125, 11.129], + [0.209, 0.086, 0.087], + [2.496, 0.911, 0.914], + [6.327, 1.298, 1.31], + [11.782, 10.513, 10.554], + [11.131, 7.989, 7.967], + [11.123, 8.075, 8.127], + [0.529, 0.438, 0.442], + [0.269, 0.127, 0.12], + [0.208, 0.084, 0.081], + [0.229, 0.067, 0.068], + [0.286, 0.146, 0.148], + [0.157, 0.048, 0.044], + [0.142, 0.041, 0.047], + [0.137, 0.04, 0.039] ] } diff --git a/clickhouse-parquet/results/c8g.4xlarge.json b/clickhouse-parquet/results/c8g.4xlarge.json index 1054d0294..a02377e67 100644 --- a/clickhouse-parquet/results/c8g.4xlarge.json +++ b/clickhouse-parquet/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (Parquet, single)", - "date": "2025-08-28", + "system": "ClickHouse (Parquet, single)", + "date": "2025-10-09", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14779976446, "result": [ - [0.031, 0.021, 0.021], - [0.111, 0.041, 0.04], - [0.158, 0.053, 0.055], - [0.347, 0.062, 0.064], - [0.411, 0.21, 0.214], - [0.781, 0.336, 0.343], - [0.114, 0.04, 0.041], - [0.12, 0.044, 0.041], - [0.649, 0.261, 0.261], - [1.155, 0.322, 0.313], - [0.542, 0.183, 0.182], - [0.58, 0.182, 0.187], - [0.826, 0.333, 0.333], - [2.131, 0.473, 0.48], - [0.899, 0.383, 0.377], - [0.43, 0.23, 0.239], - [2.285, 0.853, 0.818], - [2.034, 0.563, 0.558], - [4.432, 2.726, 2.651], - [0.233, 0.061, 0.06], - [9.561, 0.534, 0.532], - [11.197, 0.986, 1.003], - [21.822, 1.795, 1.753], - [54.601, 1.57, 1.59], - [2.53, 0.255, 0.254], - [0.752, 0.158, 0.161], - [2.526, 0.252, 0.254], - [9.672, 0.746, 0.756], - [8.032, 2.878, 2.867], - [0.155, 0.062, 0.061], - [2.333, 0.353, 0.356], - [5.871, 0.496, 0.497], - [5.008, 1.699, 1.657], - [9.918, 1.393, 1.381], - [9.924, 1.396, 1.379], - [0.292, 0.182, 0.192], - [0.23, 0.092, 0.097], - [0.173, 0.066, 0.065], - [0.192, 0.052, 0.052], - [0.219, 0.083, 0.089], - [0.133, 0.037, 0.037], - [0.121, 0.033, 0.033], - [0.117, 0.032, 0.031] + [0.039, 0.022, 0.022], + [0.19, 0.04, 0.041], + [0.214, 0.053, 0.054], + [0.38, 0.062, 0.063], + [0.396, 0.205, 0.203], + [0.747, 0.323, 0.322], + [0.198, 0.044, 0.045], + [0.101, 0.043, 0.041], + [0.635, 0.264, 0.293], + [1.132, 0.323, 0.322], + [0.524, 0.149, 0.145], + [0.564, 0.149, 0.15], + [0.815, 0.31, 0.305], + [2.097, 0.448, 0.446], + [0.869, 0.368, 0.358], + [0.415, 0.238, 0.237], + [2.264, 0.783, 0.787], + [2.004, 0.538, 0.537], + [4.399, 2.567, 2.6], + [0.209, 0.059, 0.059], + [9.568, 0.524, 0.527], + [11.179, 0.945, 0.949], + [22.581, 1.712, 1.71], + [54.609, 1.604, 1.601], + [2.511, 0.228, 0.223], + [0.73, 0.149, 0.149], + [2.511, 0.228, 0.229], + [9.644, 0.746, 0.745], + [8.019, 2.897, 2.903], + [0.126, 0.062, 0.059], + [2.318, 0.334, 0.334], + [5.864, 0.47, 0.473], + [4.97, 1.703, 1.697], + [9.852, 1.336, 1.329], + [9.878, 1.339, 1.338], + [0.268, 0.188, 0.192], + [0.226, 0.087, 0.09], + [0.166, 0.062, 0.059], + [0.193, 0.05, 0.05], + [0.215, 0.083, 0.084], + [0.129, 0.038, 0.038], + [0.114, 0.033, 0.032], + [0.112, 0.03, 0.03] ] } + diff --git a/clickhouse-parquet/results/c8g.metal-48xl.json b/clickhouse-parquet/results/c8g.metal-48xl.json index a8b04e768..a30bd78ee 100644 --- a/clickhouse-parquet/results/c8g.metal-48xl.json +++ b/clickhouse-parquet/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (Parquet, single)", - "date": "2025-08-28", + "system": "ClickHouse (Parquet, single)", + "date": "2025-10-09", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless","ClickHouse derivative"], "load_time": 0, "data_size": 14779976446, "result": [ - [0.035, 0.024, 0.024], - [0.114, 0.046, 0.045], - [0.159, 0.059, 0.054], - [0.368, 0.066, 0.073], - [0.538, 0.228, 0.253], - [0.933, 0.308, 0.251], - [0.111, 0.044, 0.045], - [0.126, 0.057, 0.059], - [0.788, 0.286, 0.269], - [1.304, 0.283, 0.288], - [0.585, 0.157, 0.176], - [0.639, 0.137, 0.141], - [0.876, 0.171, 0.178], - [2.127, 0.254, 0.32], - [0.928, 0.225, 0.204], - [0.42, 0.159, 0.128], - [2.165, 0.317, 0.301], - [2.191, 0.408, 0.325], - [4.061, 0.496, 0.627], - [0.278, 0.067, 0.069], - [9.76, 0.362, 0.383], - [11.553, 0.48, 0.499], - [22.402, 0.812, 0.809], - [55.782, 1.142, 1.076], - [2.61, 0.156, 0.16], - [0.817, 0.099, 0.107], - [2.612, 0.152, 0.156], - [9.978, 0.485, 0.469], - [8.254, 0.522, 0.536], - [0.206, 0.1, 0.1], - [2.393, 0.172, 0.18], - [5.956, 0.265, 0.294], - [4.491, 0.642, 0.686], - [9.963, 0.622, 0.607], - [9.907, 0.557, 0.586], - [0.278, 0.12, 0.111], - [0.248, 0.109, 0.11], - [0.178, 0.08, 0.081], - [0.201, 0.06, 0.061], - [0.234, 0.097, 0.095], - [0.14, 0.049, 0.048], - [0.129, 0.042, 0.043], - [0.124, 0.042, 0.041] + [0.035, 0.025, 0.025], + [0.118, 0.077, 0.079], + [0.121, 0.058, 0.067], + [0.324, 0.063, 0.066], + [0.58, 0.338, 0.344], + [0.865, 0.364, 0.345], + [0.085, 0.057, 0.061], + [0.121, 0.076, 0.082], + [0.762, 0.298, 0.287], + [1.243, 0.307, 0.311], + [0.539, 0.165, 0.172], + [0.571, 0.148, 0.152], + [0.807, 0.215, 0.218], + [2.07, 0.228, 0.269], + [0.882, 0.21, 0.2], + [0.394, 0.159, 0.158], + [2.096, 0.343, 0.336], + [2.078, 0.329, 0.312], + [3.96, 0.656, 0.552], + [0.187, 0.059, 0.074], + [9.629, 0.361, 0.36], + [11.345, 0.481, 0.496], + [21.902, 0.818, 0.801], + [54.704, 1.082, 1.083], + [2.516, 0.121, 0.14], + [0.739, 0.103, 0.112], + [2.506, 0.151, 0.133], + [9.7, 0.439, 0.447], + [8.034, 0.507, 0.512], + [0.178, 0.11, 0.108], + [2.304, 0.178, 0.198], + [5.815, 0.232, 0.247], + [4.485, 0.814, 0.922], + [9.725, 0.627, 0.685], + [9.738, 0.578, 0.667], + [0.212, 0.132, 0.12], + [0.206, 0.112, 0.108], + [0.196, 0.084, 0.088], + [0.205, 0.068, 0.074], + [0.247, 0.114, 0.095], + [0.139, 0.057, 0.06], + [0.126, 0.056, 0.052], + [0.124, 0.052, 0.05] ] } + diff --git a/clickhouse-tencent/results/c6a.2xlarge.json b/clickhouse-tencent/results/c6a.2xlarge.json index 245efe9ec..a1eadabee 100644 --- a/clickhouse-tencent/results/c6a.2xlarge.json +++ b/clickhouse-tencent/results/c6a.2xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse (TCHouse-C)", - "date": "2025-09-10", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], "load_time": 283, - "data_size": 15255081534, + "data_size": 15250223791, "result": [ - [0.002, 0.002, 0.001], - [0.047, 0.009, 0.009], - [0.23, 0.041, 0.04], - [0.876, 0.063, 0.057], - [1.153, 0.53, 0.525], - [1.312, 0.635, 0.578], - [0.028, 0.014, 0.014], - [0.026, 0.012, 0.011], - [0.717, 0.65, 0.64], - [0.849, 0.74, 0.735], - [0.247, 0.158, 0.158], - [0.516, 0.187, 0.202], - [1.373, 0.626, 0.543], - [1.744, 0.952, 0.883], - [1.178, 0.691, 0.696], - [0.572, 0.488, 0.473], - [2.228, 1.572, 1.584], - [1.829, 0.621, 0.602], - [4.436, 2.678, 2.629], - [0.165, 0.003, 0.003], - [10.604, 0.46, 0.422], - [11.567, 0.11, 0.099], - [14.491, 0.645, 0.645], - [1.176, 0.081, 0.074], - [1.56, 0.021, 0.017], - [1.417, 0.209, 0.205], - [1.395, 0.02, 0.02], - [0.891, 0.156, 0.154], - [11.249, 10.643, 10.673], - [0.069, 0.042, 0.042], - [0.953, 0.49, 0.442], - [3.609, 0.592, 0.593], - [10.876, 9.838, 9.898], - [16.272, 8.099, 7.777], - [15.327, 7.595, 6.766], - [0.392, 0.332, 0.335], - [0.069, 0.054, 0.05], - [0.038, 0.025, 0.025], - [0.042, 0.019, 0.024], - [0.126, 0.091, 0.095], - [0.029, 0.014, 0.014], - [0.024, 0.012, 0.011], - [0.02, 0.01, 0.012] + [0.003, 0.002, 0.002], + [0.038, 0.009, 0.009], + [0.285, 0.042, 0.04], + [0.901, 0.063, 0.058], + [1.203, 0.521, 0.536], + [1.286, 0.688, 0.653], + [0.03, 0.015, 0.014], + [0.027, 0.011, 0.012], + 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b98e39955..e95b76398 100644 --- a/clickhouse-tencent/results/c6a.4xlarge.json +++ b/clickhouse-tencent/results/c6a.4xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse (TCHouse-C)", - "date": "2025-09-10", + "date": "2025-10-09", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 232, - "data_size": 15258871704, + "load_time": 215, + "data_size": 15254417942, "result": [ - [0.002, 0.002, 0.002], - [0.02, 0.007, 0.007], - [0.045, 0.021, 0.021], - [0.461, 0.03, 0.029], - [0.918, 0.401, 0.399], - [0.658, 0.417, 0.403], - [0.017, 0.01, 0.011], - [0.015, 0.009, 0.009], - [0.519, 0.456, 0.447], - [0.664, 0.507, 0.503], - [0.195, 0.143, 0.136], - [0.436, 0.151, 0.137], - [1.338, 0.441, 0.45], - [1.645, 0.652, 0.68], - [0.928, 0.49, 0.493], - [0.655, 0.377, 0.393], - [1.916, 1.226, 1.224], - [1.547, 0.498, 0.493], - [4.037, 2.152, 2.234], - [0.072, 0.003, 0.003], - [10.195, 0.32, 0.316], - [11.224, 0.114, 0.11], - [14.185, 0.692, 0.703], - [0.858, 0.071, 0.058], - [1.499, 0.016, 0.015], - [1.364, 0.181, 0.18], - [1.273, 0.016, 0.015], - [0.878, 0.087, 0.086], - [8.975, 5.41, 5.37], - [0.061, 0.03, 0.028], - [0.921, 0.325, 0.31], - [3.665, 0.538, 0.553], - [5.354, 3.847, 3.865], - [11.232, 2.342, 2.294], - [10.982, 2.301, 2.277], - [0.3, 0.274, 0.248], - [0.097, 0.057, 0.059], - [0.048, 0.035, 0.036], - [0.063, 0.022, 0.025], - [0.165, 0.104, 0.107], - [0.034, 0.016, 0.014], - [0.028, 0.013, 0.012], - [0.021, 0.012, 0.01] + [0.002, 0.001, 0.001], + [0.018, 0.007, 0.007], + [0.048, 0.023, 0.022], + [0.7, 0.03, 0.029], + [0.944, 0.41, 0.406], + [0.999, 0.421, 0.4], + [0.017, 0.01, 0.009], + [0.017, 0.009, 0.009], + [0.674, 0.483, 0.478], + [1.044, 0.506, 0.544], + [0.213, 0.135, 0.134], + [0.838, 0.144, 0.133], + [1.585, 0.439, 0.443], + [2.019, 0.682, 0.674], + [1.154, 0.482, 0.518], + [0.427, 0.384, 0.389], + [2.206, 1.245, 1.244], + [1.772, 0.5, 0.509], + [4.442, 2.153, 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"no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 406, - "data_size": 15224660889, + "load_time": 417, + "data_size": 15220638021, "result": [ - [0.006, 0.002, 0.002], - [0.157, 0.052, 0.048], - [0.484, 0.381, 0.337], - [0.843, 0.382, 0.455], - [3.829, 2.721, 2.822], - [4.828, 3.87, 3.873], - [0.125, 0.069, 0.072], - [0.128, 0.055, 0.057], - [5.01, 3.706, 3.915], - [5.273, 4.883, 4.133], - [1.21, 0.712, 0.695], - [1.173, 0.819, 0.805], - [3.379, 2.328, 2.639], - [8.164, 8.138, 8.556], - [3.798, 3.05, 3.024], - [2.304, 1.899, 1.821], - [11.884, 12.495, 11.846], - [3.116, 2.726, 2.713], - [21.904, 22.463, 21.498], - [0.446, 0.003, 0.003], - [10.064, 3.484, 3.258], - [14.179, 0.969, 0.638], - [18.122, 6.361, 7.669], - [2.001, 0.173, 0.172], - [1.128, 0.063, 0.049], - [1.498, 1.011, 0.968], - [1.182, 0.065, 0.057], - [1.108, 0.767, 0.739], - [55.46, 43.14, 42.308], - [0.197, 0.113, 0.113], - [1.706, 1.431, 1.404], - [3.669, 4.041, 2.254], - [28.719, 29.593, 29.444], - [24.459, 24.343, 24.517], - [24.393, 25.055, 24.694], - [1.269, 1.142, 1.038], - [0.18, 0.113, 0.113], - [0.084, 0.059, 0.059], - [0.102, 0.043, 0.045], - [0.333, 0.23, 0.234], - [0.049, 0.022, 0.023], - [0.044, 0.019, 0.019], - [0.035, 0.019, 0.023] + [0.007, 0.002, 0.004], + [0.122, 0.041, 0.036], + [0.447, 0.18, 0.175], + [0.778, 0.418, 0.341], + [4.234, 3.099, 3.236], + [4.905, 4.03, 3.758], + [0.098, 0.099, 0.077], + [0.075, 0.056, 0.052], + [4.889, 3.915, 4.12], + [4.878, 3.421, 3.207], + [0.993, 0.666, 0.669], + [1.091, 0.793, 0.783], + [3.233, 2.3, 2.187], + [8.568, 8.492, 8.489], + [3.76, 3.158, 2.968], + [2.504, 1.965, 1.848], + [12.592, 12.467, 12.37], + [3.109, 2.713, 2.658], + [21.279, 21.745, 21.356], + [0.445, 0.004, 0.003], + [10.854, 3.377, 3.249], + [11.731, 1.092, 0.974], + [17.103, 7.681, 6.972], + [1.848, 0.247, 0.221], + [1.137, 0.061, 0.051], + [1.374, 1.002, 0.935], + [1.12, 0.058, 0.054], + [1.065, 0.769, 0.709], + [56.669, 59.097, 43.521], + [0.191, 0.111, 0.11], + [1.787, 1.421, 1.7], + [3.676, 2.224, 2.694], + [29.367, 29.87, 29.66], + [24.621, 24.249, 24.623], + [24.374, 24.474, 24.006], + [1.277, 1.058, 1.055], + [0.179, 0.13, 0.113], + [0.082, 0.059, 0.058], + [0.115, 0.042, 0.043], + [0.361, 0.228, 0.227], + [0.051, 0.022, 0.022], + [0.045, 0.019, 0.018], + [0.036, 0.024, 0.023] ] } diff --git a/clickhouse-tencent/results/c6a.metal.json b/clickhouse-tencent/results/c6a.metal.json index 2e58f9b73..ad650cbc7 100644 --- a/clickhouse-tencent/results/c6a.metal.json +++ b/clickhouse-tencent/results/c6a.metal.json @@ -1,57 +1,57 @@ { "system": "ClickHouse (TCHouse-C)", - "date": "2025-09-10", + "date": "2025-10-09", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 8, - "data_size": 15260192291, + "load_time": 7, + "data_size": 15255139626, "result": [ - [0.003, 0.002, 0.001], - [0.022, 0.011, 0.009], - [0.104, 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[0.033, 0.018, 0.02], + [0.03, 0.014, 0.012], + [0.025, 0.013, 0.012] ] } diff --git a/clickhouse-tencent/results/c6a.xlarge.json b/clickhouse-tencent/results/c6a.xlarge.json index 4bc87607c..d1a5dd901 100644 --- a/clickhouse-tencent/results/c6a.xlarge.json +++ b/clickhouse-tencent/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse (TCHouse-C)", - "date": "2025-09-10", + "date": "2025-10-09", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 310, - "data_size": 15244501016, + "load_time": 321, + "data_size": 15244103880, "result": [ - [0.002, 0.002, 0.002], - [0.071, 0.015, 0.018], - [0.412, 0.101, 0.094], - [1.056, 0.134, 0.166], - [1.714, 1.064, 1.212], - [2.317, 1.324, 1.356], - [0.077, 0.028, 0.028], - [0.042, 0.022, 0.027], - [1.901, 1.534, 1.513], - [1.989, 1.805, 1.735], - [0.892, 0.36, 0.373], - [1.015, 0.451, 0.441], - [1.808, 1.099, 1.048], - [2.929, 1.815, 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a/clickhouse-tencent/results/c7a.metal-48xl.json +++ b/clickhouse-tencent/results/c7a.metal-48xl.json @@ -1,57 +1,57 @@ { "system": "ClickHouse (TCHouse-C)", - "date": "2025-09-10", + "date": "2025-10-09", "machine": "c7a.metal-48xl", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], "load_time": 5, - "data_size": 15252496294, + "data_size": 15251226785, "result": [ [0.002, 0.002, 0.002], - [0.021, 0.014, 0.011], - [0.041, 0.013, 0.013], - [0.077, 0.018, 0.013], - [0.247, 0.052, 0.055], - [1.091, 0.066, 0.067], - [0.014, 0.01, 0.01], - [0.022, 0.017, 0.016], - [0.392, 0.278, 0.277], - [0.616, 0.285, 0.288], - [0.185, 0.096, 0.077], - [0.211, 0.1, 0.101], - [0.855, 0.071, 0.086], - [1.802, 0.115, 0.131], - [1.008, 0.082, 0.078], - [0.321, 0.057, 0.055], - [1.892, 0.121, 0.123], - [1.604, 0.047, 0.048], - [3.388, 0.196, 0.188], - [0.055, 0.003, 0.002], - [9.467, 0.056, 0.053], - [10.95, 0.035, 0.033], - [13.924, 0.081, 0.078], - [1.557, 0.054, 0.054], - [1.405, 0.019, 0.014], - [1.135, 0.028, 0.028], - [1.607, 0.015, 0.013], - [0.661, 0.025, 0.035], - [8.347, 0.459, 0.451], - [0.066, 0.045, 0.042], - [0.202, 0.065, 0.065], - [3.676, 0.076, 0.075], - [3.649, 0.321, 0.315], - [9.321, 0.294, 0.29], - [9.335, 0.281, 0.272], - [0.081, 0.049, 0.043], - [0.037, 0.023, 0.024], - [0.028, 0.019, 0.019], - [0.034, 0.018, 0.016], - [0.069, 0.135, 0.141], - [0.026, 0.014, 0.014], - [0.023, 0.013, 0.012], - [0.018, 0.011, 0.01] + [0.022, 0.012, 0.011], + [0.041, 0.013, 0.08], + [0.44, 0.012, 0.011], + [0.729, 0.062, 0.052], + [1.374, 0.064, 0.063], + [0.017, 0.01, 0.01], + [0.022, 0.014, 0.015], + [1.045, 0.274, 0.276], + [1.257, 0.283, 0.279], + [0.47, 0.098, 0.096], + [0.761, 0.105, 0.105], + [1.331, 0.071, 0.071], + [2.06, 0.113, 0.11], + [1.426, 0.083, 0.078], + [0.664, 0.061, 0.058], + [2.178, 0.13, 0.119], + [2.011, 0.048, 0.05], + [3.676, 0.19, 0.186], + [0.162, 0.002, 0.003], + [10.205, 0.06, 0.105], + [11.35, 0.034, 0.032], + [14.477, 0.082, 0.078], + [2.35, 0.064, 0.061], + [1.836, 0.014, 0.015], + [1.369, 0.027, 0.025], + [1.834, 0.014, 0.015], + [0.841, 0.026, 0.023], + [8.546, 0.536, 0.514], + [0.072, 0.042, 0.041], + [0.216, 0.078, 0.064], + [3.647, 0.093, 0.071], + [3.633, 0.34, 0.329], + [9.385, 0.281, 0.28], + [9.461, 0.29, 0.286], + [0.108, 0.048, 0.054], + [0.087, 0.044, 0.046], + [0.042, 0.027, 0.027], + [0.054, 0.022, 0.023], + [0.153, 0.119, 0.114], + [0.069, 0.019, 0.022], + [0.032, 0.016, 0.015], + [0.026, 0.013, 0.014] ] } diff --git a/clickhouse-web/results/c6a.2xlarge.json b/clickhouse-web/results/c6a.2xlarge.json index d06cbc770..df4a4d154 100644 --- a/clickhouse-web/results/c6a.2xlarge.json +++ b/clickhouse-web/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (web)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14557009492, "result": [ - [0.002, 0.001, 0.001], - [0.124, 0.015, 0.014], - [0.254, 0.042, 0.043], - [0.338, 0.055, 0.056], - [0.86, 0.526, 0.512], - [1.194, 0.752, 0.754], - [0.083, 0.014, 0.012], - [0.065, 0.017, 0.018], - [1.025, 0.631, 0.655], - [1.13, 0.708, 0.713], - [0.816, 0.192, 0.184], - [0.909, 0.228, 0.224], - [1.234, 0.767, 0.745], - [2.089, 1.161, 1.167], - [1.591, 0.909, 0.829], - [0.891, 0.474, 0.473], - [3.34, 2.229, 2.248], - [1.996, 1.271, 1.248], - [6.01, 4.481, 4.557], - [0.929, 0.007, 0.007], - [6.235, 0.47, 0.462], - [6.524, 0.115, 0.111], - [7.016, 0.65, 0.664], - [15.964, 0.649, 0.616], - [1.586, 0.305, 0.297], - [0.774, 0.235, 0.236], - [1.387, 0.3, 0.301], - [6.133, 0.954, 0.886], - [12.331, 10, 9.965], - [0.206, 0.044, 0.041], - [1.633, 0.675, 0.692], - [3.231, 0.9, 0.918], - [10.338, 9.216, 9.413], - [8.898, 3.852, 3.848], - [8.706, 3.813, 3.815], - [0.583, 0.377, 0.363], - [0.185, 0.058, 0.057], - [0.11, 0.033, 0.033], - [0.153, 0.028, 0.026], - [0.277, 0.102, 0.107], - [0.135, 0.016, 0.015], - [0.105, 0.015, 0.015], - [0.086, 0.014, 0.014] + [0.002, 0.001, 0.002], + [0.117, 0.014, 0.014], + [0.257, 0.045, 0.043], + [0.36, 0.053, 0.053], + [0.8, 0.508, 0.491], + [1.358, 0.748, 0.743], + [0.069, 0.013, 0.014], + [0.069, 0.017, 0.016], + [1.276, 0.638, 0.644], + [1.11, 0.72, 0.706], + [0.908, 0.194, 0.19], + [0.908, 0.229, 0.216], + [1.419, 0.763, 0.742], + [2.008, 1.168, 1.108], + [1.615, 0.832, 0.805], + [0.921, 0.474, 0.462], + [3.357, 2.311, 2.35], + [1.986, 1.323, 1.291], + [5.756, 4.671, 4.626], + [0.916, 0.003, 0.003], + [6.342, 0.409, 0.391], + [6.649, 0.116, 0.112], + [7.281, 0.666, 0.667], + [16.283, 0.586, 0.567], + [1.765, 0.301, 0.293], + [1.134, 0.237, 0.241], + [1.424, 0.298, 0.29], + [5.759, 0.685, 0.691], + [12.531, 10.129, 10.084], + [0.194, 0.041, 0.041], + [1.274, 0.571, 0.606], + [2.214, 0.709, 0.706], + [10.744, 9.722, 9.782], + [9.004, 4.041, 3.804], + [8.824, 3.889, 3.964], + [0.574, 0.351, 0.349], + [0.191, 0.063, 0.057], + [0.138, 0.032, 0.032], + [0.169, 0.028, 0.027], + [0.259, 0.106, 0.106], + [0.125, 0.017, 0.017], + [0.1, 0.016, 0.016], + [0.162, 0.014, 0.015] ] } diff --git a/clickhouse-web/results/c6a.4xlarge.json b/clickhouse-web/results/c6a.4xlarge.json index 941d36922..771e66b04 100644 --- a/clickhouse-web/results/c6a.4xlarge.json +++ b/clickhouse-web/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (web)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14557009492, "result": [ - [0.002, 0.001, 0.002], - [0.188, 0.011, 0.009], - [0.289, 0.025, 0.025], - [0.359, 0.031, 0.03], - [0.516, 0.331, 0.332], - [0.837, 0.433, 0.423], - [0.085, 0.01, 0.009], - [0.06, 0.01, 0.01], - [0.749, 0.471, 0.433], - [0.717, 0.478, 0.477], - [0.504, 0.136, 0.136], - [0.534, 0.155, 0.161], - [0.827, 0.549, 0.563], - [1.257, 0.734, 0.746], - [1.029, 0.52, 0.568], - [0.566, 0.386, 0.388], - [2.19, 1.561, 1.711], - [1.376, 0.89, 0.899], - [3.991, 2.934, 2.887], - [0.85, 0.007, 0.008], - [4.536, 0.38, 0.382], - [3.473, 0.115, 0.115], - [5.47, 0.666, 0.672], - [29.167, 0.519, 0.5], - [1.038, 0.168, 0.171], - [0.465, 0.16, 0.158], - [0.98, 0.161, 0.166], - [3.334, 0.775, 0.779], - [6.287, 5.103, 5.097], - [0.132, 0.03, 0.03], - [1.095, 0.413, 0.414], - [1.988, 0.653, 0.642], - [4.342, 3.717, 3.664], - [4.865, 2.71, 2.685], - [4.892, 2.697, 2.713], - [0.442, 0.272, 0.271], - [0.184, 0.041, 0.04], - [0.131, 0.023, 0.025], - [0.168, 0.021, 0.022], - [0.216, 0.079, 0.076], - [0.148, 0.012, 0.012], - [0.119, 0.012, 0.011], - [0.118, 0.012, 0.012] + [0.002, 0.001, 0.001], + [0.218, 0.01, 0.01], + [0.395, 0.028, 0.031], + [0.639, 0.032, 0.032], + [0.557, 0.34, 0.337], + [1.088, 0.432, 0.446], + [0.104, 0.009, 0.009], + [0.082, 0.01, 0.011], + [1.102, 0.463, 0.463], + [0.749, 0.477, 0.512], + [0.51, 0.134, 0.137], + [0.637, 0.159, 0.167], + [0.813, 0.535, 0.531], + [1.215, 0.737, 0.746], + [1.064, 0.531, 0.531], + [0.562, 0.391, 0.387], + [2.144, 1.606, 1.598], + [1.424, 0.931, 0.928], + [4.095, 2.952, 2.943], + [0.7, 0.003, 0.003], + [3.409, 0.356, 0.362], + [3.538, 0.113, 0.116], + [3.961, 0.684, 0.667], + [25.51, 0.485, 0.484], + [0.966, 0.162, 0.167], + [0.466, 0.156, 0.156], + [0.986, 0.166, 0.161], + [3.105, 0.375, 0.37], + [6.347, 5.136, 5.143], + [0.14, 0.031, 0.033], + [0.834, 0.356, 0.351], + [1.486, 0.573, 0.564], + [4.344, 3.759, 3.615], + [4.94, 2.644, 2.696], + [4.977, 2.693, 2.711], + [0.442, 0.258, 0.275], + [0.16, 0.043, 0.046], + [0.13, 0.024, 0.025], + [0.142, 0.023, 0.021], + [0.208, 0.084, 0.079], + [0.142, 0.015, 0.014], + [0.12, 0.013, 0.012], + [0.094, 0.013, 0.012] ] } diff --git a/clickhouse-web/results/c6a.metal.json b/clickhouse-web/results/c6a.metal.json index 78198fdc3..8ee417111 100644 --- a/clickhouse-web/results/c6a.metal.json +++ b/clickhouse-web/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (web)", - "date": "2025-09-07", + "date": "2025-10-09", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -10,48 +10,48 @@ "data_size": 14557009492, "result": [ [0.002, 0.001, 0.001], - [0.183, 0.014, 0.015], - [0.625, 0.018, 0.018], - [0.534, 0.018, 0.019], - [0.324, 0.176, 0.177], - [1.274, 0.193, 0.191], - [0.149, 0.016, 0.014], - [0.114, 0.017, 0.016], - [0.737, 0.291, 0.298], - [0.499, 0.311, 0.309], - [0.737, 0.107, 0.11], - [0.681, 0.098, 0.097], - [0.466, 0.169, 0.171], - [0.534, 0.243, 0.216], - [0.589, 0.175, 0.186], - [0.211, 0.101, 0.092], - [0.585, 0.345, 0.372], - [1.413, 0.26, 0.259], - [1.081, 0.625, 0.71], - [0.48, 0.007, 0.007], - [2.12, 0.098, 0.117], - [1.06, 0.067, 0.064], - [2.235, 0.228, 0.224], - [47.173, 0.206, 0.193], - [0.467, 0.061, 0.061], - [0.411, 0.052, 0.052], - [0.435, 0.062, 0.058], - [1.067, 0.243, 0.231], - [2.032, 0.774, 0.751], - [0.238, 0.036, 0.037], - [0.711, 0.154, 0.154], - [0.853, 0.233, 0.239], - [2.035, 0.958, 0.908], - [1.597, 0.747, 0.745], - [1.591, 0.78, 0.779], - [0.181, 0.071, 0.069], - [0.207, 0.033, 0.039], - [0.186, 0.025, 0.024], - [0.241, 0.024, 0.025], - [0.322, 0.062, 0.065], - [0.4, 0.018, 0.016], - [0.217, 0.016, 0.015], - [0.095, 0.016, 0.015] + [0.15, 0.014, 0.013], + [0.2, 0.018, 0.016], + [0.188, 0.017, 0.017], + [0.328, 0.179, 0.175], + [0.548, 0.194, 0.18], + [0.057, 0.016, 0.014], + [0.074, 0.015, 0.017], + [0.489, 0.3, 0.29], + [0.516, 0.327, 0.313], + [0.307, 0.112, 0.111], + [0.324, 0.097, 0.101], + [0.481, 0.174, 0.168], + [0.571, 0.224, 0.239], + [0.49, 0.172, 0.172], + [0.214, 0.097, 0.09], + [1.375, 0.323, 0.37], + [0.503, 0.293, 0.258], + [1.052, 0.637, 0.683], + [0.482, 0.003, 0.004], + [1.999, 0.099, 0.118], + [1.725, 0.069, 0.064], + [1.743, 0.226, 0.223], + [30.111, 0.2, 0.168], + [0.431, 0.059, 0.059], + [0.41, 0.052, 0.046], + [0.422, 0.058, 0.06], + [1.197, 0.113, 0.116], + [1.327, 0.752, 0.783], + [0.144, 0.036, 0.037], + [1.201, 0.115, 0.107], + [1.326, 0.204, 0.175], + [1.151, 0.906, 0.832], + [1.511, 0.718, 0.705], + [1.51, 0.744, 0.664], + [0.178, 0.065, 0.066], + [0.144, 0.041, 0.034], + [0.106, 0.024, 0.023], + [0.147, 0.026, 0.021], + [0.259, 0.066, 0.076], + [0.113, 0.016, 0.018], + [0.11, 0.016, 0.016], + [0.105, 0.016, 0.016] ] } diff --git a/clickhouse-web/results/c6a.xlarge.json b/clickhouse-web/results/c6a.xlarge.json index 604d724b4..c86569ad4 100644 --- a/clickhouse-web/results/c6a.xlarge.json +++ b/clickhouse-web/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "ClickHouse (web)", - "date": "2025-08-31", + "date": "2025-10-09", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14557009492, "result": [ - [0.002, 0.001, 0.001], - [0.147, 0.02, 0.021], - [0.293, 0.076, 0.075], - [0.562, 0.099, 0.097], - [1.234, 0.811, 0.809], - [2.188, 1.358, 1.346], - [0.058, 0.019, 0.019], - [0.06, 0.025, 0.023], - [1.64, 1.065, 1.162], - [1.819, 1.212, 1.215], - [1.418, 0.326, 0.323], - [1.891, 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ed3b246bd..f3b002e40 100644 --- a/clickhouse-web/results/c7a.metal-48xl.json +++ b/clickhouse-web/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (web)", - "date": "2025-08-30", + "system": "ClickHouse (web)", + "date": "2025-10-09", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], "load_time": 0, "data_size": 14557009492, "result": [ [0.002, 0.001, 0.001], - [0.187, 0.02, 0.019], - [0.322, 0.021, 0.021], - [0.518, 0.02, 0.021], - [0.493, 0.332, 0.326], - [0.718, 0.335, 0.331], - [0.053, 0.022, 0.019], - [0.087, 0.02, 0.023], - [0.785, 0.293, 0.276], - [0.468, 0.283, 0.286], - [0.697, 0.123, 0.119], - [0.565, 0.099, 0.1], - [0.383, 0.099, 0.097], - [0.352, 0.141, 0.127], - [0.34, 0.086, 0.084], - [0.192, 0.056, 0.054], - [0.355, 0.142, 0.141], - [0.317, 0.117, 0.114], - [0.787, 0.269, 0.265], - [0.447, 0.007, 0.007], - [1.181, 0.05, 0.05], - [1.547, 0.049, 0.046], - [1.817, 0.114, 0.109], - [33.655, 0.173, 0.147], - [0.274, 0.042, 0.044], - [0.233, 0.033, 0.034], - [1.186, 0.047, 0.044], - [1.603, 0.144, 0.14], - [1.482, 0.455, 0.437], - [0.171, 0.047, 0.049], - [0.502, 0.097, 0.099], - [1.423, 0.122, 0.119], - [1.523, 0.324, 0.306], - [1.516, 0.311, 0.314], - [1.62, 0.306, 0.3], - [0.184, 0.049, 0.049], - [0.142, 0.029, 0.028], - [0.096, 0.02, 0.02], - [0.15, 0.018, 0.019], - [0.264, 0.059, 0.053], - [0.168, 0.016, 0.016], - [0.148, 0.014, 0.014], - [0.129, 0.013, 0.014] + [0.179, 0.019, 0.02], + [0.218, 0.022, 0.022], + [0.255, 0.021, 0.021], + [0.474, 0.342, 0.338], + [0.559, 0.357, 0.332], + [0.059, 0.024, 0.02], + [0.11, 0.023, 0.023], + [0.519, 0.299, 0.294], + [0.517, 0.292, 0.302], + [0.561, 0.126, 0.126], + [0.372, 0.099, 0.099], + [0.311, 0.103, 0.098], + [0.388, 0.134, 0.141], + [0.314, 0.09, 0.089], + [0.189, 0.056, 0.057], + [0.412, 0.17, 0.152], + [0.355, 0.118, 0.124], + [0.66, 0.278, 0.27], + [0.441, 0.003, 0.003], + [1.638, 0.048, 0.05], + [1.756, 0.045, 0.044], + [1.942, 0.129, 0.113], + [12.132, 0.17, 0.138], + [0.342, 0.041, 0.04], + [0.215, 0.034, 0.037], + [0.289, 0.044, 0.041], + [1.473, 0.078, 0.077], + [1.315, 0.465, 0.466], + [0.2, 0.052, 0.051], + [0.279, 0.092, 0.096], + [1.357, 0.104, 0.097], + [1.577, 0.322, 0.326], + [1.627, 0.331, 0.324], + [1.593, 0.327, 0.324], + [0.207, 0.05, 0.05], + [0.155, 0.029, 0.03], + [0.065, 0.021, 0.021], + [0.153, 0.02, 0.02], + [0.237, 0.052, 0.055], + [0.114, 0.018, 0.016], + [0.122, 0.017, 0.016], + [0.115, 0.016, 0.016] ] } + diff --git a/clickhouse-web/results/c8g.4xlarge.json b/clickhouse-web/results/c8g.4xlarge.json index fc3204fe5..e35abd36f 100644 --- a/clickhouse-web/results/c8g.4xlarge.json +++ b/clickhouse-web/results/c8g.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (web)", - "date": "2025-08-30", + "system": "ClickHouse (web)", + "date": "2025-10-09", "machine": "c8g.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], "load_time": 0, "data_size": 14557009492, "result": [ - [0.001, 0.001, 0.001], - [0.127, 0.01, 0.009], - [0.215, 0.02, 0.021], - [0.261, 0.027, 0.029], - [0.379, 0.17, 0.165], - [0.598, 0.278, 0.275], - [0.055, 0.01, 0.008], - [0.063, 0.01, 0.009], - [0.49, 0.22, 0.225], - [0.544, 0.249, 0.253], - [0.483, 0.094, 0.094], - [0.54, 0.123, 0.117], - [0.58, 0.286, 0.261], - [0.948, 0.369, 0.369], - [0.852, 0.319, 0.302], - [0.392, 0.156, 0.156], - [1.421, 0.725, 0.715], - [0.934, 0.402, 0.408], - [1.964, 1.173, 1.199], - [0.466, 0.007, 0.007], - [3.32, 0.188, 0.196], - [3.44, 0.049, 0.048], - [3.861, 0.25, 0.249], - [12.66, 0.292, 0.287], - [0.956, 0.119, 0.118], - [0.411, 0.097, 0.099], - [1.279, 0.119, 0.12], - [3.301, 0.347, 0.342], - [4.392, 2.681, 2.691], - [0.171, 0.027, 0.026], - [1.512, 0.257, 0.236], - [1.851, 0.301, 0.309], - [1.9, 1.021, 0.992], - [4.042, 1.187, 1.15], - [4.049, 1.184, 1.127], - [0.301, 0.115, 0.112], - [0.163, 0.026, 0.025], - [0.09, 0.016, 0.016], - [0.143, 0.015, 0.015], - [0.206, 0.041, 0.041], - [0.105, 0.01, 0.01], - [0.101, 0.01, 0.01], - [0.11, 0.009, 0.009] + [0.002, 0.001, 0.001], + [0.127, 0.011, 0.01], + [0.214, 0.021, 0.021], + [1.181, 0.028, 0.028], + [1.213, 0.173, 0.169], + [0.664, 0.306, 0.309], + [0.052, 0.009, 0.008], + [0.038, 0.01, 0.01], + [1.26, 0.245, 0.247], + [1.226, 0.28, 0.275], + [0.503, 0.106, 0.106], + [0.538, 0.132, 0.132], + [1.213, 0.281, 0.291], + [1.246, 0.409, 0.398], + [0.834, 0.319, 0.312], + [0.35, 0.16, 0.159], + [1.417, 0.696, 0.696], + [0.955, 0.445, 0.441], + [2.082, 1.277, 1.258], + [0.486, 0.003, 0.003], + [3.291, 0.201, 0.212], + [3.401, 0.054, 0.054], + [3.7, 0.28, 0.285], + [12.481, 0.317, 0.309], + [1.178, 0.125, 0.125], + [1.131, 0.103, 0.103], + [1.131, 0.128, 0.125], + [3.05, 0.269, 0.268], + [4.353, 2.767, 2.774], + [0.224, 0.028, 0.028], + [0.772, 0.21, 0.204], + [1.22, 0.283, 0.258], + [1.868, 1.088, 1.091], + [3.956, 1.228, 1.225], + [4.172, 1.231, 1.232], + [0.314, 0.15, 0.146], + [0.147, 0.029, 0.029], + [0.107, 0.018, 0.018], + [0.143, 0.017, 0.017], + [0.218, 0.045, 0.046], + [0.119, 0.012, 0.012], + [0.108, 0.011, 0.011], + [0.117, 0.01, 0.01] ] } + diff --git a/clickhouse-web/results/c8g.metal-48xl.json b/clickhouse-web/results/c8g.metal-48xl.json index ac18b3ff2..a14b4d99e 100644 --- a/clickhouse-web/results/c8g.metal-48xl.json +++ b/clickhouse-web/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse (web)", - "date": "2025-08-30", + "system": "ClickHouse (web)", + "date": "2025-10-09", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","ClickHouse derivative","serverless","stateless"], "load_time": 0, "data_size": 14557009492, "result": [ [0.001, 0.001, 0.001], - [0.14, 0.013, 0.013], - [0.184, 0.014, 0.013], - [0.205, 0.014, 0.013], - [0.328, 0.296, 0.223], - [0.485, 0.272, 0.27], - [0.061, 0.016, 0.014], - [0.095, 0.02, 0.02], - [0.394, 0.194, 0.195], - [0.421, 0.199, 0.199], - [0.412, 0.084, 0.086], - [0.3, 0.073, 0.072], - [0.263, 0.081, 0.081], - [0.326, 0.105, 0.107], - [0.278, 0.08, 0.079], - [0.206, 0.051, 0.048], - [0.382, 0.15, 0.147], - [0.336, 0.117, 0.118], - [0.566, 0.298, 0.254], - [0.378, 0.008, 0.007], - [1.684, 0.061, 0.057], - [1.453, 0.037, 0.038], - [1.811, 0.103, 0.099], - [10.642, 0.169, 0.166], - [0.336, 0.038, 0.037], - [0.217, 0.033, 0.031], - [0.267, 0.04, 0.041], - [1.736, 0.123, 0.118], - [1.297, 0.382, 0.38], - [0.2, 0.062, 0.062], - [0.339, 0.075, 0.075], - [1.406, 0.102, 0.098], - [1.562, 0.344, 0.285], - [1.583, 0.269, 0.258], - [1.6, 0.266, 0.27], - [0.187, 0.043, 0.044], - [0.146, 0.032, 0.032], - [0.086, 0.022, 0.02], - [0.143, 0.021, 0.019], - [0.21, 0.056, 0.046], - [0.132, 0.016, 0.015], - [0.142, 0.015, 0.015], - [0.122, 0.013, 0.013] + [0.177, 0.013, 0.012], + [0.187, 0.014, 0.014], + [0.224, 0.013, 0.014], + [0.327, 0.205, 0.31], + [0.516, 0.246, 0.287], + [0.048, 0.016, 0.014], + [0.086, 0.017, 0.017], + [0.436, 0.205, 0.203], + [0.412, 0.213, 0.212], + [0.29, 0.085, 0.086], + [0.283, 0.074, 0.074], + [0.249, 0.08, 0.079], + [0.326, 0.104, 0.101], + [0.298, 0.075, 0.077], + [0.187, 0.048, 0.049], + [0.373, 0.146, 0.146], + [1.195, 0.114, 0.114], + [0.563, 0.262, 0.255], + [0.426, 0.002, 0.002], + [1.508, 0.062, 0.054], + [1.505, 0.039, 0.038], + [1.799, 0.099, 0.098], + [23.493, 0.173, 0.168], + [0.304, 0.037, 0.038], + [0.193, 0.032, 0.033], + [1.215, 0.039, 0.039], + [1.313, 0.066, 0.066], + [1.451, 0.385, 0.39], + [0.203, 0.065, 0.064], + [0.426, 0.067, 0.065], + [0.662, 0.08, 0.077], + [0.706, 0.263, 0.26], + [1.793, 0.258, 0.258], + [1.539, 0.259, 0.255], + [0.175, 0.044, 0.042], + [0.136, 0.03, 0.032], + [0.123, 0.021, 0.022], + [0.156, 0.021, 0.021], + [0.253, 0.049, 0.048], + [0.207, 0.015, 0.015], + [0.132, 0.015, 0.015], + [0.101, 0.014, 0.014] ] } + diff --git a/clickhouse/results/c6a.2xlarge.json b/clickhouse/results/c6a.2xlarge.json index f2d5722b7..861e33e32 100644 --- a/clickhouse/results/c6a.2xlarge.json +++ b/clickhouse/results/c6a.2xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 275, - "data_size": 14465711160, + "load_time": 291, + "data_size": 15254019355, "result": [ - [0.002, 0.001, 0.001], - [0.04, 0.009, 0.008], - [0.168, 0.04, 0.044], - [0.898, 0.061, 0.058], - [0.968, 0.542, 0.555], - [1.238, 0.774, 0.799], - [0.036, 0.014, 0.014], - [0.035, 0.012, 0.012], - [0.783, 0.649, 0.646], - [0.898, 0.733, 0.745], - [0.247, 0.156, 0.158], - [0.505, 0.183, 0.18], - [1.382, 0.791, 0.78], - [1.869, 1.213, 1.161], - [1.151, 0.912, 0.858], - [0.735, 0.489, 0.493], - [3.035, 2.379, 2.432], - [2.065, 1.341, 1.347], - [5.878, 4.862, 4.782], - [0.198, 0.004, 0.004], - [9.918, 0.467, 0.446], - [10.743, 0.105, 0.103], - [13.119, 0.642, 0.627], - [6.812, 1.262, 1.268], - [2.579, 0.296, 0.277], - [0.973, 0.233, 0.232], - [2.476, 0.281, 0.283], - [9.524, 0.937, 0.913], - [11.258, 10.508, 10.495], - [0.071, 0.045, 0.046], - [2.118, 0.647, 0.643], - [4.763, 0.834, 0.782], - [10.721, 9.894, 9.919], - [10.852, 4.182, 4.17], - [11.007, 4.188, 4.047], - [0.391, 0.343, 0.35], - [0.084, 0.064, 0.058], - [0.039, 0.026, 0.028], - [0.052, 0.019, 0.02], - [0.134, 0.096, 0.101], - [0.029, 0.016, 0.013], - [0.029, 0.011, 0.011], - [0.022, 0.012, 0.01] + [0.002, 0.002, 0.002], + [0.033, 0.009, 0.011], + [0.293, 0.042, 0.042], + [0.867, 0.062, 0.058], + [1.061, 0.565, 0.547], + [1.316, 0.79, 0.788], + [0.03, 0.014, 0.014], + [0.036, 0.013, 0.013], + [0.739, 0.663, 0.65], + [0.879, 0.755, 0.741], + [0.245, 0.157, 0.156], + [0.406, 0.189, 0.186], + [1.507, 0.799, 0.771], + [2.007, 1.136, 1.149], + [1.235, 0.854, 0.899], + [0.712, 0.483, 0.486], + [3.071, 2.452, 2.409], + [2.224, 1.433, 1.434], + [6.067, 4.861, 4.784], + [0.226, 0.002, 0.002], + [10.59, 0.374, 0.359], + [11.675, 0.104, 0.104], + [14.513, 0.644, 0.676], + [7.236, 0.543, 0.528], + [2.453, 0.265, 0.264], + [1.097, 0.217, 0.223], + [2.639, 0.265, 0.263], + [0.546, 0.158, 0.158], + [11.512, 10.856, 10.795], + [0.073, 0.042, 0.044], + [1.057, 0.517, 0.456], + [3.637, 0.615, 0.576], + [11.13, 9.987, 10.009], + [11.973, 4.07, 4.062], + [11.691, 4.013, 4.069], + [0.371, 0.342, 0.339], + [0.08, 0.06, 0.053], + [0.043, 0.033, 0.032], + [0.043, 0.019, 0.02], + [0.132, 0.108, 0.114], + [0.034, 0.016, 0.015], + [0.028, 0.011, 0.012], + [0.02, 0.012, 0.012] ] } diff --git a/clickhouse/results/c6a.4xlarge.json b/clickhouse/results/c6a.4xlarge.json index 540f80f2d..50e6cf379 100644 --- a/clickhouse/results/c6a.4xlarge.json +++ b/clickhouse/results/c6a.4xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 221, - "data_size": 14470042218, + "load_time": 233, + "data_size": 15252525142, "result": [ - [0.002, 0.001, 0.001], - [0.018, 0.006, 0.006], - [0.043, 0.021, 0.021], - [0.578, 0.029, 0.028], - [0.829, 0.344, 0.341], - [0.714, 0.455, 0.446], - [0.02, 0.009, 0.009], - [0.021, 0.008, 0.008], - [0.513, 0.44, 0.463], - [0.619, 0.507, 0.492], - [0.191, 0.13, 0.133], - [0.377, 0.141, 0.15], - [1.211, 0.542, 0.536], - [1.554, 0.8, 0.789], - [0.864, 0.601, 0.569], - [0.456, 0.38, 0.387], - [2.101, 1.636, 1.616], - [1.668, 0.937, 0.923], - [4.678, 3.045, 3.025], - [0.216, 0.004, 0.004], - [9.685, 0.343, 0.334], - [10.469, 0.107, 0.107], - [12.873, 0.649, 0.639], - [6.166, 0.982, 1.034], - [2.265, 0.164, 0.16], - [1.067, 0.147, 0.149], - [2.532, 0.164, 0.162], - [9.447, 0.689, 0.694], - [7.788, 5.224, 5.238], - [0.058, 0.027, 0.027], - [2.246, 0.415, 0.442], - [4.658, 0.616, 0.603], - [5.456, 3.855, 3.791], - [10.698, 2.856, 2.841], - [10.546, 2.865, 2.873], - [0.304, 0.262, 0.26], - [0.096, 0.067, 0.063], - [0.041, 0.036, 0.029], - [0.057, 0.022, 0.022], - [0.154, 0.114, 0.118], - [0.039, 0.016, 0.02], - [0.039, 0.012, 0.012], - [0.03, 0.011, 0.011] + [0.002, 0.002, 0.002], + [0.019, 0.007, 0.007], + [0.044, 0.022, 0.021], + [0.464, 0.031, 0.029], + [0.824, 0.356, 0.353], + [0.773, 0.43, 0.433], + [0.015, 0.009, 0.01], + [0.018, 0.01, 0.011], + [0.515, 0.457, 0.452], + [0.647, 0.543, 0.508], + [0.233, 0.143, 0.14], + [0.411, 0.15, 0.15], + [1.395, 0.575, 0.563], + [1.704, 0.827, 0.834], + [1.037, 0.631, 0.635], + [0.467, 0.388, 0.393], + [2.235, 1.705, 1.706], + [1.94, 1.002, 1.003], + [4.966, 3.196, 3.157], + [0.259, 0.003, 0.002], + [10.376, 0.305, 0.313], + [11.289, 0.118, 0.118], + [14.217, 0.705, 0.705], + [6.758, 0.435, 0.427], + [2.078, 0.161, 0.157], + [1.112, 0.188, 0.189], + [2.555, 0.162, 0.156], + [0.664, 0.085, 0.09], + [8.967, 5.513, 5.463], + [0.045, 0.029, 0.03], + [1.077, 0.342, 0.305], + [3.724, 0.539, 0.521], + [5.455, 3.92, 3.889], + [11.446, 2.949, 2.945], + [11.273, 2.916, 2.878], + [0.298, 0.297, 0.252], + [0.102, 0.044, 0.046], + [0.045, 0.021, 0.021], + [0.058, 0.017, 0.016], + [0.191, 0.086, 0.082], + [0.041, 0.016, 0.012], + [0.031, 0.01, 0.01], + [0.027, 0.009, 0.008] ] } diff --git a/clickhouse/results/c6a.large.json b/clickhouse/results/c6a.large.json index 9497d234a..beecc8d4b 100644 --- a/clickhouse/results/c6a.large.json +++ b/clickhouse/results/c6a.large.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c6a.large", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 426, - "data_size": 14427778058, + "load_time": 440, + "data_size": 15218606189, "result": [ - [0.015, 0.007, 0.006], - [0.208, 0.043, 0.046], - [0.466, 0.217, 0.253], - [0.862, 0.381, 0.287], - [3.658, 2.317, 2.363], - [5.301, 3.619, 3.333], - [0.063, 0.043, 0.042], - [0.068, 0.033, 0.032], - [3.205, 2.635, 2.873], - [3.576, 3.115, 3.121], - [1.003, 0.628, 0.633], - [1.391, 0.784, 0.762], - [4.257, 3.483, 3.494], - [9.796, 9.338, 9.427], - [7.139, 6.802, 7.021], - [2.938, 1.884, 1.878], - [17.899, 17.525, 17.565], - [13.063, 12.741, 12.829], - [37.234, 36.508, 37.449], - [0.452, 0.011, 0.015], - [12.3, 3.644, 3.657], - [13.008, 0.725, 0.735], - [13.48, 5.026, 5.45], - [7.707, 3.398, 4.188], - [2.222, 2.087, 0.99], - [1.261, 0.824, 1.001], - [2.009, 1.034, 0.998], - [8.504, 4.776, 4.324], - [42.399, 41.022, 41.236], - [0.195, 0.109, 0.11], - [2.959, 2.212, 2.106], - [4.795, 3.371, 4.53], - [30.25, 30.631, 30.964], - [29.403, 29.711, 29.427], - [29.57, 29.538, 29.383], - [1.316, 1.045, 1.04], - [0.206, 0.141, 0.159], - [0.069, 0.055, 0.054], - [0.102, 0.041, 0.042], - [0.364, 0.261, 0.253], - [0.052, 0.023, 0.022], - [0.043, 0.018, 0.018], - [0.037, 0.023, 0.023] + [0.012, 0.002, 0.006], + [0.337, 0.052, 0.062], + [0.576, 0.302, 0.226], + [0.81, 0.358, 0.364], + [4.26, 3.244, 3.301], + [6.566, 5.359, 5.437], + [0.122, 0.048, 0.048], + [0.086, 0.041, 0.043], + [3.455, 3.003, 2.878], + [3.956, 3.489, 3.339], + [1.069, 0.685, 0.659], + [1.172, 0.835, 1.03], + [4.494, 3.748, 3.466], + [9.867, 9.772, 10.101], + [7.526, 7.63, 7.673], + [3.462, 1.909, 2.18], + [20.343, 19.578, 20.189], + [13.878, 14.232, 13.597], + [40.262, 39.57, 28.976], + [0.375, 0.003, 0.003], + [9.199, 2.35, 2.289], + [10.622, 0.487, 0.333], + [13.218, 4.33, 4.423], + [6.842, 1.744, 1.703], + [1.977, 0.976, 0.983], + [1.154, 0.795, 0.782], + [1.9, 0.988, 0.976], + [0.853, 0.554, 0.556], + [45.635, 45.321, 44.279], + [0.241, 0.119, 0.121], + [1.948, 1.788, 1.527], + [3.769, 2.581, 2.506], + [31.989, 33.206, 33.138], + [28.981, 29.661, 29.493], + [30.023, 29.385, 29.27], + [1.384, 1.062, 1.046], + [0.229, 0.151, 0.152], + [0.092, 0.142, 0.101], + [0.127, 0.048, 0.047], + [0.454, 0.357, 0.318], + [0.064, 0.025, 0.025], + [0.053, 0.021, 0.021], + [0.046, 0.026, 0.026] ] } diff --git a/clickhouse/results/c6a.metal.json b/clickhouse/results/c6a.metal.json index 0afaf2db1..a0feda9fa 100644 --- a/clickhouse/results/c6a.metal.json +++ b/clickhouse/results/c6a.metal.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], "load_time": 7, - "data_size": 14467556065, + "data_size": 15256709483, "result": [ - [0.003, 0.002, 0.002], - [0.02, 0.011, 0.01], - [0.042, 0.012, 0.013], - [0.092, 0.014, 0.015], - [0.79, 0.173, 0.168], - [0.91, 0.167, 0.168], - [0.014, 0.01, 0.009], - [0.016, 0.012, 0.011], - [0.389, 0.288, 0.294], - [0.593, 0.295, 0.301], - [0.17, 0.091, 0.093], - [0.173, 0.097, 0.094], - [0.818, 0.139, 0.129], - [1.573, 0.185, 0.182], - [0.778, 0.159, 0.144], - [0.158, 0.085, 0.086], - [1.804, 0.315, 0.284], - [1.203, 0.229, 0.208], - [3.047, 0.56, 0.515], - [0.121, 0.006, 0.006], - [8.624, 0.077, 0.085], - [10.011, 0.05, 0.046], - [12.342, 0.127, 0.136], - [6.2, 0.556, 0.559], - [1.771, 0.047, 0.045], - [0.876, 0.04, 0.034], - [2.4, 0.047, 0.045], - [9.066, 0.191, 0.176], - [7.162, 0.856, 0.854], - [0.048, 0.03, 0.032], - [1.306, 0.127, 0.126], - [4.653, 0.162, 0.182], - [3.439, 0.866, 0.671], - [8.771, 0.641, 0.61], - [8.745, 0.604, 0.597], - [0.09, 0.064, 0.064], - [0.091, 0.054, 0.054], - [0.04, 0.031, 0.037], - [0.052, 0.025, 0.022], - [0.153, 0.099, 0.108], - [0.03, 0.016, 0.019], - [0.03, 0.013, 0.014], - [0.023, 0.012, 0.013] + [0.005, 0.002, 0.002], + [0.085, 0.011, 0.012], + [0.037, 0.014, 0.014], + [0.114, 0.015, 0.015], + [0.308, 0.181, 0.176], + [0.836, 0.175, 0.17], + [0.015, 0.011, 0.011], + [0.017, 0.015, 0.015], + [0.411, 0.301, 0.307], + [0.731, 0.325, 0.324], + [0.203, 0.107, 0.107], + [0.172, 0.095, 0.096], + [0.947, 0.152, 0.142], + [1.667, 0.202, 0.205], + [0.868, 0.152, 0.158], + [0.165, 0.088, 0.078], + [1.988, 0.324, 0.325], + [1.327, 0.251, 0.228], + [3.242, 0.584, 0.575], + [0.066, 0.003, 0.003], + [9.462, 0.065, 0.072], + [10.948, 0.052, 0.048], + [14.053, 0.138, 0.14], + [7.194, 0.162, 0.161], + [1.982, 0.043, 0.043], + [0.987, 0.039, 0.037], + [2.511, 0.045, 0.04], + [0.537, 0.034, 0.035], + [8.458, 0.789, 0.828], + [0.055, 0.034, 0.034], + [0.216, 0.098, 0.091], + [3.671, 0.123, 0.134], + [3.742, 0.955, 0.825], + [9.56, 0.689, 0.672], + [9.598, 0.686, 0.712], + [0.122, 0.065, 0.079], + [0.09, 0.063, 0.06], + [0.048, 0.038, 0.035], + [0.057, 0.027, 0.026], + [0.173, 0.137, 0.134], + [0.038, 0.022, 0.023], + [0.032, 0.016, 0.017], + [0.025, 0.015, 0.015] ] } diff --git a/clickhouse/results/c6a.xlarge.json b/clickhouse/results/c6a.xlarge.json index f43d0735f..9600e7304 100644 --- a/clickhouse/results/c6a.xlarge.json +++ b/clickhouse/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 310, - "data_size": 14441474487, + "load_time": 341, + "data_size": 15246160330, "result": [ - [0.002, 0.003, 0.002], - [0.071, 0.014, 0.02], - [0.204, 0.089, 0.087], - [1.073, 0.13, 0.128], - [1.523, 1.136, 1.179], - [2.355, 1.733, 1.716], - [0.054, 0.025, 0.025], - [0.055, 0.026, 0.021], - [1.861, 1.433, 1.4], - [2.119, 1.708, 1.832], - [0.696, 0.326, 0.337], - [1.092, 0.374, 0.344], - [1.914, 1.484, 1.498], - [2.776, 2.33, 2.301], - [2.092, 1.623, 1.62], - [1.158, 0.878, 0.888], - [5.383, 7.304, 7.322], - [3.266, 5.266, 5.321], - [16.934, 15.594, 15.957], - [0.235, 0.007, 0.006], - [10.347, 0.919, 0.912], - [11.44, 0.194, 0.19], - [13.757, 1.16, 1.178], - [7.275, 1.779, 1.775], - [2.682, 0.557, 0.557], - [0.798, 0.48, 0.459], - [2.325, 0.59, 0.562], - [9.702, 2.003, 1.867], - [25.301, 22.542, 22.46], - [0.123, 0.069, 0.074], - [1.765, 1.226, 1.21], - [5.291, 1.543, 1.502], - [19.027, 17.658, 18.594], - [20.047, 17.334, 18.749], - [16.336, 13.707, 14.309], - [0.85, 0.581, 0.586], - [0.119, 0.077, 0.083], - [0.047, 0.037, 0.037], - [0.066, 0.027, 0.028], - [0.214, 0.15, 0.154], - [0.034, 0.017, 0.016], - [0.03, 0.013, 0.013], - [0.024, 0.014, 0.014] + [0.003, 0.002, 0.002], + [0.058, 0.022, 0.022], + [0.167, 0.113, 0.092], + [0.894, 0.141, 0.146], + [1.556, 1.189, 1.127], + [2.377, 1.936, 1.922], + [0.04, 0.027, 0.025], + [0.056, 0.02, 0.021], + [1.462, 1.282, 1.315], + [1.677, 1.515, 1.523], + [0.453, 0.298, 0.325], + [0.509, 0.365, 0.358], + [1.961, 1.552, 1.523], + [2.908, 2.346, 2.272], + [2.115, 1.734, 1.705], + [1.145, 0.945, 0.903], + [8.155, 7.897, 7.972], + [6.223, 5.741, 5.624], + [16.247, 16.529, 16.573], + [0.219, 0.003, 0.003], + [11.041, 0.718, 0.706], + [12.266, 0.191, 0.194], + [15.06, 1.28, 1.216], + [7.85, 0.985, 0.991], + [2.786, 0.563, 0.582], + [0.917, 0.429, 0.427], + [2.561, 0.571, 0.552], + [0.487, 0.319, 0.317], + [24.383, 23.226, 23.5], + [0.121, 0.09, 0.079], + [1.061, 0.937, 0.915], + [3.713, 1.213, 1.276], + [19.142, 18.899, 20.844], + [21.966, 19.829, 19.626], + [21.376, 18.956, 17.278], + [0.979, 0.708, 0.771], + [0.13, 0.096, 0.096], + [0.062, 0.05, 0.046], + [0.076, 0.034, 0.036], + [0.229, 0.181, 0.225], + [0.043, 0.02, 0.019], + [0.035, 0.015, 0.015], + [0.032, 0.014, 0.016] ] } diff --git a/clickhouse/results/c7a.metal-48xl.json b/clickhouse/results/c7a.metal-48xl.json index 93dc992c7..1ecbf39ce 100644 --- a/clickhouse/results/c7a.metal-48xl.json +++ b/clickhouse/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse", - "date": "2025-08-30", + "system": "ClickHouse", + "date": "2025-11-03", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","ClickHouse derivative"], "load_time": 5, - "data_size": 14462768490, + "data_size": 15252391300, "result": [ - [0.002, 0.001, 0.002], - [0.024, 0.012, 0.01], - [0.045, 0.013, 0.012], - [0.156, 0.012, 0.011], - [0.906, 0.315, 0.324], - [0.972, 0.327, 0.322], - [0.014, 0.01, 0.01], - [0.019, 0.014, 0.014], - [0.473, 0.266, 0.27], - [0.984, 0.281, 0.283], - [0.257, 0.089, 0.091], - [0.675, 0.1, 0.099], - [1.137, 0.089, 0.088], - [1.95, 0.123, 0.122], - [1.22, 0.097, 0.082], - [0.543, 0.052, 0.054], - [2.008, 0.135, 0.135], - [1.787, 0.109, 0.107], - [3.46, 0.263, 0.246], - [0.07, 0.005, 0.005], - [9.238, 0.061, 0.058], - [10.517, 0.043, 0.041], - [12.755, 0.093, 0.084], - [6.777, 0.61, 0.594], - [1.825, 0.036, 0.032], - [1.171, 0.029, 0.026], - [2.634, 0.033, 0.033], - [9.423, 0.114, 0.102], - [7.752, 0.47, 0.466], - [0.096, 0.038, 0.04], - [1.437, 0.104, 0.083], - [5.006, 0.106, 0.104], - [3.859, 0.311, 0.303], - [8.991, 0.314, 0.3], - [9.027, 0.312, 0.308], - [0.117, 0.045, 0.044], - [0.101, 0.026, 0.024], - [0.042, 0.025, 0.021], - [0.069, 0.016, 0.015], - [0.203, 0.129, 0.118], - [0.038, 0.015, 0.015], - [0.035, 0.013, 0.012], - [0.025, 0.01, 0.012] + [0.002, 0.002, 0.002], + [0.137, 0.012, 0.011], + [0.083, 0.013, 0.012], + [0.157, 0.018, 0.012], + [0.878, 0.345, 0.33], + [1.113, 0.357, 0.345], + [0.017, 0.011, 0.011], + [0.021, 0.017, 0.018], + [0.764, 0.289, 0.299], + [0.871, 0.31, 0.3], + [0.389, 0.119, 0.116], + [0.69, 0.096, 0.094], + [1.301, 0.105, 0.09], + [2.079, 0.135, 0.128], + [1.417, 0.083, 0.084], + [0.587, 0.056, 0.058], + [2.186, 0.148, 0.145], + [2.011, 0.118, 0.112], + [3.606, 0.27, 0.262], + [0.123, 0.003, 0.003], + [10.047, 0.112, 0.051], + [11.375, 0.045, 0.042], + [14.439, 0.1, 0.092], + [7.726, 0.134, 0.129], + [2.696, 0.033, 0.031], + [1.267, 0.027, 0.025], + [2.753, 0.032, 0.033], + [0.784, 0.044, 0.044], + [8.672, 0.496, 0.487], + [0.086, 0.044, 0.044], + [0.454, 0.062, 0.065], + [3.959, 0.083, 0.064], + [4, 0.316, 0.316], + [9.816, 0.332, 0.305], + [9.839, 0.329, 0.321], + [0.094, 0.043, 0.042], + [0.047, 0.028, 0.027], + [0.031, 0.019, 0.02], + [0.038, 0.017, 0.016], + [0.076, 0.046, 0.045], + [0.027, 0.022, 0.015], + [0.025, 0.014, 0.012], + [0.021, 0.012, 0.012] ] } + diff --git a/clickhouse/results/c8g.4xlarge.json b/clickhouse/results/c8g.4xlarge.json index e80d819af..2d17698d3 100644 --- a/clickhouse/results/c8g.4xlarge.json +++ b/clickhouse/results/c8g.4xlarge.json @@ -1,57 +1,57 @@ { "system": "ClickHouse", - "date": "2025-08-31", + "date": "2025-11-03", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","ClickHouse derivative"], - "load_time": 224, - "data_size": 14465212977, + "load_time": 239, + "data_size": 15255461023, "result": [ - [0.001, 0.001, 0.001], - [0.023, 0.005, 0.005], - [0.098, 0.015, 0.017], - [0.738, 0.025, 0.025], - [0.77, 0.161, 0.153], - [1.011, 0.262, 0.261], - [0.018, 0.008, 0.008], - [0.017, 0.007, 0.007], - [0.521, 0.252, 0.219], - [0.993, 0.294, 0.281], - [0.34, 0.09, 0.093], - [0.676, 0.1, 0.101], - [1.186, 0.244, 0.254], - [1.767, 0.361, 0.355], - [0.941, 0.288, 0.281], - [0.368, 0.15, 0.152], - [2.133, 0.657, 0.651], - [1.433, 0.405, 0.41], - [3.568, 1.216, 1.203], - [0.062, 0.003, 0.003], - [9.412, 0.198, 0.188], - [10.76, 0.059, 0.056], - [12.97, 0.255, 0.261], - [6.962, 0.881, 0.879], - [2.38, 0.106, 0.106], - [1.171, 0.084, 0.086], - [2.617, 0.106, 0.108], - [9.477, 0.353, 0.369], - [7.885, 2.8, 2.784], - [0.043, 0.024, 0.024], - [2.191, 0.24, 0.229], - [4.932, 0.28, 0.262], - [4.099, 1.072, 1.062], - [9.573, 1.25, 1.21], - [9.696, 1.252, 1.221], - [0.231, 0.117, 0.129], - [0.04, 0.024, 0.024], - [0.031, 0.017, 0.017], - [0.036, 0.013, 0.013], - [0.066, 0.038, 0.038], - [0.027, 0.01, 0.01], + [0.002, 0.001, 0.001], + [0.029, 0.007, 0.006], + [0.069, 0.016, 0.018], + [0.543, 0.026, 0.026], + [0.728, 0.159, 0.154], + [1.193, 0.264, 0.274], + [0.021, 0.008, 0.009], [0.023, 0.008, 0.008], - [0.019, 0.007, 0.007] + [0.452, 0.227, 0.23], + [0.882, 0.269, 0.271], + [0.351, 0.1, 0.094], + [0.639, 0.104, 0.096], + [1.28, 0.247, 0.234], + [1.891, 0.365, 0.351], + [1.011, 0.274, 0.269], + [0.32, 0.151, 0.149], + [2.208, 0.667, 0.67], + [1.498, 0.414, 0.415], + [3.689, 1.257, 1.237], + [0.106, 0.002, 0.002], + [10.036, 0.178, 0.176], + [11.477, 0.058, 0.055], + [14.202, 0.247, 0.249], + [7.407, 0.279, 0.28], + [2.291, 0.111, 0.109], + [1.25, 0.079, 0.082], + [2.697, 0.108, 0.104], + [0.703, 0.059, 0.059], + [8.81, 2.841, 2.825], + [0.061, 0.026, 0.026], + [0.946, 0.163, 0.175], + [3.794, 0.238, 0.216], + [4.011, 1.09, 1.055], + [10.136, 1.2, 1.16], + [10.238, 1.206, 1.17], + [0.195, 0.136, 0.124], + [0.046, 0.022, 0.022], + [0.035, 0.016, 0.016], + [0.047, 0.013, 0.013], + [0.08, 0.037, 0.036], + [0.03, 0.01, 0.01], + [0.025, 0.008, 0.008], + [0.018, 0.007, 0.007] ] } diff --git a/clickhouse/results/c8g.metal-48xl.json b/clickhouse/results/c8g.metal-48xl.json index 9aad5c8ca..64e19b09c 100644 --- a/clickhouse/results/c8g.metal-48xl.json +++ b/clickhouse/results/c8g.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "ClickHouse", - "date": "2025-08-30", + "system": "ClickHouse", + "date": "2025-11-03", "machine": "c8g.metal-48xl", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","ClickHouse derivative"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","ClickHouse derivative"], "load_time": 5, - "data_size": 14460771204, + "data_size": 15247502708, "result": [ - [0.002, 0.001, 0.001], - [0.018, 0.01, 0.009], - [0.042, 0.01, 0.01], - [0.549, 0.011, 0.011], - [0.964, 0.267, 0.255], - [1.19, 0.259, 0.257], - [0.012, 0.01, 0.009], - [0.018, 0.013, 0.014], - [0.769, 0.196, 0.188], - [1.211, 0.207, 0.203], - [0.567, 0.072, 0.071], - [0.79, 0.076, 0.079], - [1.22, 0.075, 0.072], - [2.066, 0.105, 0.096], - [1.306, 0.075, 0.071], - [0.63, 0.045, 0.042], - [2.114, 0.141, 0.141], - [1.915, 0.119, 0.109], - [3.581, 0.242, 0.235], - [0.094, 0.005, 0.005], - [9.666, 0.074, 0.075], - [10.704, 0.032, 0.033], - [12.991, 0.097, 0.093], - [7.003, 0.608, 0.621], - [2.276, 0.033, 0.034], - [1.239, 0.025, 0.024], - [2.689, 0.033, 0.033], - [9.505, 0.122, 0.114], - [7.925, 0.457, 0.461], - [0.081, 0.057, 0.056], - [1.83, 0.066, 0.065], - [5.094, 0.084, 0.08], - [3.489, 0.272, 0.266], - [8.68, 0.298, 0.29], - [8.692, 0.301, 0.288], - [0.087, 0.034, 0.036], - [0.04, 0.025, 0.024], - [0.027, 0.018, 0.021], - [0.034, 0.017, 0.017], - [0.066, 0.038, 0.042], - [0.024, 0.013, 0.013], - [0.021, 0.011, 0.012], - [0.019, 0.011, 0.01] + [0.002, 0.002, 0.001], + [0.101, 0.012, 0.011], + [0.042, 0.013, 0.012], + [0.123, 0.012, 0.012], + [0.552, 0.244, 0.278], + [0.939, 0.261, 0.263], + [0.014, 0.01, 0.01], + [0.022, 0.018, 0.018], + [0.621, 0.2, 0.199], + [0.598, 0.206, 0.211], + [0.222, 0.084, 0.081], + [0.564, 0.071, 0.072], + [1.218, 0.076, 0.076], + [1.957, 0.1, 0.1], + [1.262, 0.071, 0.072], + [0.505, 0.044, 0.046], + [2.087, 0.144, 0.141], + [1.856, 0.117, 0.113], + [3.505, 0.239, 0.236], + [0.094, 0.002, 0.002], + [9.814, 0.066, 0.065], + [11.156, 0.034, 0.033], + [14.294, 0.091, 0.094], + [7.562, 0.161, 0.161], + [2.288, 0.032, 0.031], + [1.195, 0.027, 0.027], + [2.673, 0.032, 0.032], + [0.702, 0.029, 0.029], + [8.523, 0.449, 0.448], + [0.093, 0.063, 0.063], + [0.219, 0.046, 0.048], + [3.832, 0.06, 0.061], + [3.799, 0.262, 0.262], + [9.579, 0.287, 0.28], + [9.501, 0.302, 0.287], + [0.14, 0.034, 0.035], + [0.078, 0.051, 0.049], + [0.048, 0.03, 0.029], + [0.054, 0.024, 0.023], + [0.123, 0.086, 0.091], + [0.042, 0.017, 0.019], + [0.029, 0.015, 0.015], + [0.025, 0.012, 0.013] ] } + diff --git a/cloud-init.sh.in b/cloud-init.sh.in index 1a7479cd9..32b33c381 100644 --- a/cloud-init.sh.in +++ b/cloud-init.sh.in @@ -6,7 +6,7 @@ export DEBIAN_FRONTEND=noninteractive apt-get update -y apt-get install -y wget curl git jq -git clone --depth 1 https://github.com/ClickHouse/ClickBench.git +git clone --depth 1 'https://github.com/@repo@.git' --branch '@branch@' ClickBench cd ClickBench/@system@ # The log will be sent to ClickHouse and processed then by materialized views: diff --git a/data.generated.js b/data.generated.js index 47412e65a..01f467adf 100644 --- a/data.generated.js +++ b/data.generated.js @@ -2,6 +2,10 @@ const data = [ {"system":"AlloyDB","date":"2023-11-25","machine":"AlloyDB: 16 vCPU 128 GB","cluster_size":"serverless","comment":"","proprietary":"yes","tuned":"no","tags":["C","column-oriented","PostgreSQL compatible","managed","gcp"],"load_time":0,"data_size":9941379875,"result":[[3.589,3.579,3.546],[0.086,0.083,0.085],[3.108,2.977,2.998],[2.446,2.369,2.397],[41.171,39.897,41.067],[133.678,131.099,128.083],[4.127,4.023,4.080],[0.096,0.093,0.095],[36.865,35.327,35.255],[48.457,47.931,46.521],[2.973,2.891,2.953],[2.725,2.635,2.694],[23.608,23.603,23.461],[33.287,32.037,31.814],[12.956,12.473,12.339],[21.373,21.359,21.199],[46.848,46.703,46.106],[0.067,0.066,0.066],[49.553,49.131,48.820],[0.060,0.057,0.059],[7.331,7.223,7.313],[7.307,7.032,7.220],[2.552,2.538,2.477],[1.208,1.166,1.199],[0.760,0.732,0.754],[6.913,6.748,6.646],[1.028,1.021,0.985],[6.671,6.461,6.445],[73.945,71.686,73.741],[0.006,0.006,0.006],[11.499,11.354,10.951],[23.934,23.638,22.781],[204.595,195.917,203.924],[198.938,190.582,191.488],[197.077,193.706,190.226],[21.823,21.722,21.082],[0.576,0.553,0.575],[0.151,0.147,0.148],[0.105,0.104,0.101],[61.084,59.116,60.052],[0.154,0.152,0.153],[0.106,0.106,0.104],[0.063,0.063,0.061]],"source":"alloydb/results/gcp.128GB_tuned.json"} ,{"system":"AlloyDB","date":"2023-11-25","machine":"AlloyDB: 8 vCPU 64 GB","cluster_size":"serverless","proprietary":"yes","tuned":"no","comment":"","tags":["C","column-oriented","PostgreSQL compatible","managed","gcp"],"load_time":1542.701,"data_size":9941379875,"result":[[0.044,0.045,0.044],[0.054,0.057,0.053],[5.522,5.553,5.538],[0.181,0.171,0.171],[38.255,38.157,38.574],[132.301,124.598,129.700],[0.153,0.148,0.150],[0.058,0.056,0.057],[48.850,54.456,47.637],[58.382,50.892,53.646],[4.423,3.713,3.759],[5.696,4.672,4.482],[32.470,28.543,37.199],[36.837,34.047,34.808],[33.214,30.918,30.533],[41.696,33.773,36.766],[43.206,37.413,37.309],[25.460,23.551,23.502],[83.605,72.146,72.803],[0.037,0.037,0.037],[1.846,1.837,1.826],[1.845,1.846,1.832],[2.800,2.803,2.799],[1.847,1.853,2.098],[0.247,0.249,0.247],[0.242,0.241,0.248],[0.257,0.257,0.257],[12.250,13.874,13.809],[140.767,137.803,135.557],[34.618,32.687,32.997],[11.949,10.602,10.636],[17.551,15.420,15.802],[136.567,132.208,128.123],[299.996,299.397,300.196],[292.537,294.086,290.848],[35.031,35.992,34.834],[1.773,1.774,1.772],[0.208,0.209,0.208],[0.081,0.081,0.080],[79.639,79.522,79.742],[0.167,0.165,0.166],[0.088,0.088,0.088],[0.268,0.276,0.265]],"source":"alloydb/results/gcp.64GB.json"} ,{"system":"AlloyDB (tuned)","date":"2023-11-25","machine":"AlloyDB: 8 vCPU 64 GB","cluster_size":"serverless","proprietary":"yes","tuned":"yes","comment":"","tags":["C","column-oriented","PostgreSQL compatible","managed","gcp"],"load_time":0,"data_size":9941379875,"result":[[7.110,6.811,6.854],[0.107,0.105,0.102],[6.421,6.420,6.171],[7.888,7.651,7.839],[47.474,46.462,46.613],[151.574,151.010,147.708],[8.208,8.059,7.984],[0.126,0.122,0.125],[50.911,50.117,48.580],[65.249,62.631,63.581],[3.484,3.463,3.371],[3.437,3.358,3.289],[30.446,29.722,29.293],[46.184,44.271,44.868],[17.842,17.052,17.216],[39.271,39.059,38.043],[61.953,60.639,60.360],[40.387,39.676,39.632],[117.091,113.773,113.700],[0.071,0.069,0.068],[28.628,28.238,28.545],[7.469,7.297,7.455],[11.979,11.491,11.958],[2.061,2.046,1.969],[1.494,1.427,1.492],[7.039,6.814,6.820],[1.700,1.644,1.621],[16.295,15.774,15.909],[143.972,143.475,137.006],[34.647,33.733,32.987],[12.950,12.886,12.758],[21.142,20.326,20.558],[182.456,182.135,174.993],[280.354,280.261,270.723],[283.267,280.281,283.257],[39.548,38.026,38.049],[3.282,3.122,3.166],[0.436,0.422,0.417],[0.109,0.109,0.109],[99.913,96.761,97.573],[0.181,0.177,0.176],[0.111,0.111,0.111],[0.094,0.090,0.093]],"source":"alloydb/results/gcp.64GB_tuned.json"} +,{"system":"Arc","date":"2025-10-27","machine":"c6a.2xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Python","column-oriented","time-series"],"load_time":0,"data_size":14779976446,"result":[[0.0785,0.0304,0.0309],[0.1022,0.0628,0.0625],[0.2135,0.1093,0.1104],[0.3978,0.1089,0.1065],[1.1152,0.5167,0.5398],[1.0579,0.8564,0.8778],[0.1051,0.0777,0.0770],[0.1142,0.0696,0.0661],[0.8883,0.6926,0.6941],[1.1388,0.8924,0.8974],[0.4497,0.2247,0.2378],[0.8185,0.2735,0.2828],[1.1053,0.8615,0.8645],[2.4974,1.3101,1.2929],[1.1276,0.9387,0.9609],[0.7207,0.6094,0.6339],[2.4231,1.6511,1.6545],[2.1258,1.2905,1.3212],[6.4792,6.1342,6.0747],[0.2841,0.0601,0.0582],[9.8676,1.7338,1.7194],[11.0735,1.5704,1.5587],[19.6190,3.2021,3.1422],[2.6608,0.7122,0.7195],[0.3495,0.2643,0.2665],[0.7535,0.5538,0.5347],[0.2835,0.2066,0.2029],[9.5389,1.4466,1.4413],[17.3945,17.0857,17.0599],[0.2304,0.1605,0.1076],[2.2247,1.0148,0.9963],[5.8423,1.1371,1.1455],[6.0122,3.2736,3.2464],[10.1383,3.6404,3.6586],[10.1802,3.7161,3.6929],[1.1020,1.4573,0.9465],[0.1925,0.1395,0.1985],[0.1736,0.1450,0.1432],[0.1517,0.1089,0.0996],[0.4480,0.2724,0.2997],[0.1219,0.0781,0.0649],[0.1099,0.0639,0.0624],[0.3074,0.2289,0.2289]],"source":"arc/results/c6a.2xlarge.json"} +,{"system":"Arc","date":"2025-10-28","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Python","column-oriented","time-series"],"load_time":0,"data_size":14779976446,"result":[[0.0871,0.0300,0.0301],[0.0912,0.0485,0.0470],[0.1232,0.0720,0.0705],[0.3975,0.0739,0.0827],[1.1661,0.3110,0.3161],[1.0281,0.5268,0.5498],[0.0721,0.0544,0.0552],[0.0920,0.0516,0.0492],[0.7239,0.4214,0.4391],[1.0847,0.5447,0.5646],[0.4507,0.1445,0.1367],[1.0134,0.1637,0.1611],[1.3206,0.5446,0.5432],[2.4108,0.8372,0.8427],[0.8809,0.5827,0.5971],[0.4791,0.3772,0.3880],[2.3290,0.9987,0.9973],[2.1407,0.7880,0.7784],[4.6917,3.2895,3.2932],[0.1494,0.0922,0.0695],[9.9753,0.9148,0.9127],[11.1275,0.8528,0.8553],[19.7330,1.7068,1.6908],[2.6468,0.5283,0.5281],[0.2442,0.2011,0.1909],[0.9156,0.2837,0.2991],[0.2046,0.1402,0.1518],[10.0659,0.7721,0.7691],[9.0278,8.9424,8.9449],[0.1464,0.1146,0.0697],[2.1968,0.5962,0.5934],[5.7891,0.6739,0.6801],[5.1925,1.8879,1.9253],[9.9986,2.3860,2.2371],[10.0500,2.3987,2.3879],[0.6671,0.6707,0.6334],[0.2176,0.1384,0.1512],[0.1523,0.1367,0.1334],[0.1474,0.0927,0.0894],[0.4390,0.2665,0.2749],[0.0920,0.0862,0.0610],[0.0883,0.0581,0.0585],[0.2956,0.2193,0.2170]],"source":"arc/results/c6a.4xlarge.json"} +,{"system":"Arc","date":"2025-10-27","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Python","column-oriented","time-series"],"load_time":0,"data_size":14779976446,"result":[[0.0909,0.0325,0.0318],[0.0888,0.0630,0.0569],[0.1012,0.0562,0.0516],[0.2887,0.0888,0.0626],[1.0503,0.3828,0.4182],[0.7233,0.3978,0.2715],[0.0643,0.0471,0.0685],[0.0724,0.0513,0.0483],[0.5545,0.1795,0.4965],[0.9599,0.4882,0.6302],[0.3553,0.1595,0.2065],[0.8287,0.2945,0.1237],[1.1686,0.3383,0.2674],[2.2308,0.4317,0.8606],[0.8117,0.3791,0.2560],[0.3801,0.1390,0.1557],[2.4240,0.3919,0.4920],[1.9506,0.4247,0.4042],[3.8089,1.0205,1.0649],[0.1384,0.0601,0.0625],[9.7530,0.2683,0.2441],[10.9135,0.3022,0.2148],[19.9140,0.4754,0.4475],[10.7592,0.4957,0.4351],[2.1049,0.1646,0.1627],[1.0022,0.1012,0.1392],[2.5901,0.0917,0.0961],[9.9341,0.2405,0.2207],[8.3970,2.3548,3.9730],[0.1179,0.0669,0.0617],[2.0407,0.2360,0.2755],[5.5775,0.6546,0.2287],[4.1967,0.6876,0.7374],[9.5453,1.0642,0.7565],[9.5522,0.7119,1.6177],[0.2194,0.6620,0.1746],[0.1971,0.1443,0.1554],[0.1494,0.1201,0.1193],[0.1629,0.0903,0.0866],[0.3618,0.2741,0.2696],[0.0939,0.0825,0.0676],[0.0905,0.0679,0.0673],[0.2518,0.2609,0.2151]],"source":"arc/results/c6a.metal.json"} 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,{"system":"Aurora for MySQL","date":"2022-07-01","machine":"Aurora: 16acu","cluster_size":1,"proprietary":"yes","tuned":"no","comment":"Some queries cannot run due to ERROR 1114 (HY000) at line 1: The table '/rdsdbdata/tmp/#sqlaff_e5_0' is full","tags":["managed","C++","MySQL 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@@ -12,11 +16,13 @@ const data = [ ,{"system":"ByteHouse","date":"2022-07-27","machine":"ByteHouse: M","cluster_size":4,"proprietary":"yes","tuned":"no","tags":["managed","column-oriented","ClickHouse 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,{"system":"chDB (DataFrame)","date":"2025-09-07","machine":"c8g.metal-48xl","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","ClickHouse 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@@ -44,110 +50,110 @@ const data = [ ,{"system":"Citus","date":"2025-07-11","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C","PostgreSQL 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,{"system":"Citus","date":"2025-07-12","machine":"c6a.large","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C","PostgreSQL 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-,{"system":"ClickHouse ☁️ (aws)","date":"2025-10-09","machine":"ClickHouse ☁️: 120GiB","cluster_size":2,"proprietary":"yes","tuned":"no","comment":"","tags":["C++","column-oriented","ClickHouse 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@@ -176,7 +182,6 @@ const data = [ ,{"system":"Databend","date":"2025-08-31","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","ClickHouse derivative"],"load_time":391,"data_size":20917361982,"result":[[0.008,0.006,0.006],[0.083,0.025,0.025],[0.342,0.037,0.038],[1.106,0.037,0.036],[1.369,0.422,0.428],[1.573,0.586,0.576],[0.068,0.031,0.02],[0.075,0.03,0.028],[1.6,0.553,0.551],[2.847,0.609,0.608],[1.438,0.216,0.205],[1.984,0.195,0.196],[1.662,0.675,0.672],[3.207,1.012,1.013],[1.948,0.814,0.787],[0.823,0.57,0.575],[3.853,2.419,2.394],[2.832,1.362,1.39],[7.794,4.162,4.227],[0.091,0.008,0.007],[10.888,0.449,0.446],[13.143,0.54,0.536],[23.917,1.018,1.019],[null,null,null],[null,0.108,0.033],[1.771,0.187,0.185],[0.318,0.033,0.033],[11.627,0.407,0.405],[12.008,11.89,11.878],[0.178,0.064,0.064],[5.445,0.5,0.482],[7.426,0.946,0.934],[7.994,5.35,5.357],[12.326,3.308,3.396],[12.335,3.304,3.343],[0.682,0.533,0.533],[0.131,0.081,0.065],[0.05,0.029,0.027],[0.052,0.026,0.022],[0.135,0.093,0.088],[0.05,0.017,0.018],[0.047,0.018,0.014],[0.036,0.014,0.014]],"source":"databend/results/c6a.4xlarge.json"} ,{"system":"Databend","date":"2025-08-31","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","ClickHouse derivative"],"load_time":77,"data_size":21023288089,"result":[[0.01,0.007,0.006],[0.053,0.024,0.022],[0.448,0.026,0.023],[1.195,0.027,0.025],[1.44,0.251,0.23],[1.526,0.266,0.305],[0.055,0.02,0.017],[0.055,0.029,0.054],[1.86,0.362,0.336],[3.17,0.362,0.381],[1.752,0.353,0.329],[1.914,0.201,0.239],[1.555,0.349,0.328],[3.219,0.753,0.581],[1.756,0.348,0.309],[0.788,0.3,0.253],[3.05,0.547,0.51],[2.929,0.543,0.506],[6.117,0.802,0.858],[0.535,0.024,0.007],[10.869,0.146,0.139],[13.166,0.197,0.169],[24.126,0.539,0.554],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,7.862,0.352],[5.803,1.418,1.4],[11.228,0.826,0.776],[11.265,0.967,0.901],[0.683,0.368,0.343],[0.652,0.099,0.085],[0.071,0.071,0.037],[0.134,0.02,0.041],[0.172,0.067,0.057],[0.105,0.02,0.02],[0.309,0.019,0.015],[0.211,0.014,0.017]],"source":"databend/results/c6a.metal.json"} ,{"system":"Databend","date":"2025-08-30","machine":"c7a.metal-48xl","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","ClickHouse derivative"],"load_time":95,"data_size":21023325803,"result":[[0.007,0.006,0.006],[0.049,0.018,0.015],[0.469,0.02,0.018],[1.195,0.017,0.017],[1.484,0.197,0.189],[1.49,0.211,0.21],[0.038,0.014,0.02],[0.055,0.019,0.032],[2.074,0.293,0.302],[3.059,0.317,0.302],[1.703,0.356,0.353],[1.941,0.182,0.167],[1.541,0.24,0.251],[3.096,0.468,0.435],[1.709,0.245,0.227],[0.888,0.196,0.195],[3.134,0.422,0.422],[2.877,0.356,0.361],[6.014,0.583,0.585],[0.324,0.007,0.006],[10.8,0.094,0.089],[13.33,0.111,0.105],[24.185,0.422,0.455],[null,null,19.712],[1.005,0.042,0.041],[1.678,0.041,0.043],[1.332,0.042,0.041],[11.511,0.094,0.092],[9.534,1.62,1.634],[0.209,0.053,0.051],[5.675,0.212,0.2],[7.248,0.247,0.223],[5.285,0.691,0.826],[11.122,0.561,0.549],[11.088,0.566,0.533],[0.684,0.294,0.351],[0.538,0.086,0.082],[0.142,0.029,0.049],[0.128,0.023,0.021],[0.163,0.056,0.061],[0.163,0.015,0.023],[0.408,0.013,0.015],[0.248,0.012,0.011]],"source":"databend/results/c7a.metal-48xl.json"} -,{"system":"Databend","date":"2025-08-31","machine":"t3a.small","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","ClickHouse derivative"],"load_time":1728,"data_size":20799442933,"result":[[0.014,0.012,0.013],[0.503,0.227,0.224],[1.465,0.39,0.39],[1.627,0.398,0.4],[45.035,0.001,0.003],[0,0,0],[0,0.003,0.001],[0.001,0,0.001],[0.001,0.003,0.001],[0.001,0.001,0],[0.001,0,0.001],[0.001,0.001,0],[0.001,0,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0,0.001],[0.001,0,0.001],[0.001,0.001,0],[0.001,0,0.001],[0.001,0,0.001],[0.001,0.001,0],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0,0],[0.001,0.001,0],[0.001,0,0],[0.001,0,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0.001],[0.001,0.001,0],[0.001,0,0.001],[0.001,0.001,0],[0.001,0,0.001],[0,0.001,0.001],[0.001,0.001,0.001]],"source":"databend/results/t3a.small.json"} ,{"system":"DataFusion (Parquet, partitioned)","date":"2025-07-10","machine":"c6a.2xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":0,"data_size":14737666736,"result":[[0.068,0.022,0.021],[0.167,0.06,0.059],[0.362,0.144,0.147],[0.523,0.109,0.113],[1.644,1.224,1.334],[1.719,1.167,1.174],[0.13,0.037,0.038],[0.181,0.07,0.065],[1.803,1.414,1.398],[2.079,1.591,1.617],[0.875,0.396,0.381],[1.016,0.452,0.44],[1.702,1.216,1.197],[3.255,1.883,1.93],[1.629,1.124,1.237],[1.816,1.529,1.51],[3.179,2.585,2.593],[2.891,2.197,2.287],[6.073,4.78,4.877],[0.597,0.1,0.101],[9.674,1.35,1.344],[11.432,1.673,1.652],[22.163,3.015,3.05],[55.44,46.286,43.371],[2.831,0.611,0.604],[1.025,0.535,0.558],[2.845,0.724,0.724],[9.733,2.09,2.088],[19.263,18.559,18.21],[0.953,0.806,0.774],[2.548,1.265,1.166],[6.191,1.162,1.161],[5.003,4.177,4.193],[10.349,4.795,4.817],[10.307,4.831,4.884],[2.14,1.835,1.843],[0.352,0.121,0.111],[0.217,0.056,0.058],[0.328,0.11,0.109],[0.47,0.156,0.157],[0.201,0.05,0.046],[0.186,0.046,0.046],[0.174,0.041,0.044]],"source":"datafusion-partitioned/results/c6a.2xlarge.json"} ,{"system":"DataFusion (Parquet, partitioned)","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":0,"data_size":14737666736,"result":[[0.058,0.017,0.015],[0.116,0.035,0.037],[0.2,0.084,0.088],[0.43,0.081,0.084],[1.086,0.78,0.799],[0.977,0.751,0.756],[0.086,0.026,0.026],[0.125,0.04,0.037],[1.011,0.882,0.862],[1.349,0.971,0.983],[0.565,0.231,0.24],[0.677,0.264,0.265],[1.062,0.816,0.82],[2.769,1.346,1.201],[1.135,0.792,0.78],[1.021,0.926,0.916],[2.638,1.639,1.63],[2.585,1.555,1.592],[5.159,3.238,3.24],[0.26,0.077,0.077],[10.045,1.067,1.082],[11.424,1.291,1.269],[22.117,2.487,2.511],[55.492,9.765,9.851],[2.825,0.432,0.423],[0.853,0.328,0.33],[2.837,0.508,0.504],[9.744,1.469,1.478],[9.444,9.445,9.475],[0.515,0.405,0.415],[2.433,0.729,0.735],[6.158,0.884,0.891],[4.608,3.342,3.281],[10.221,3.481,3.455],[10.145,3.486,3.46],[1.261,1.188,1.168],[0.309,0.114,0.114],[0.175,0.05,0.048],[0.313,0.099,0.117],[0.451,0.166,0.192],[0.183,0.04,0.043],[0.171,0.04,0.041],[0.143,0.035,0.037]],"source":"datafusion-partitioned/results/c6a.4xlarge.json"} ,{"system":"DataFusion (Parquet, partitioned)","date":"2025-07-11","machine":"c6a.xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Rust","column-oriented","embedded","stateless"],"load_time":0,"data_size":14737666736,"result":[[0.075,0.035,0.034],[0.209,0.105,0.107],[0.558,0.278,0.281],[0.681,0.201,0.209],[3.153,2.413,2.399],[2.628,2.299,2.034],[0.155,0.064,0.065],[0.244,0.143,0.137],[3.546,2.918,2.963],[4.135,3.296,3.367],[1.376,0.779,0.817],[1.548,1.001,0.951],[2.942,2.662,2.272],[4.581,3.397,3.699],[2.802,2.287,2.28],[3.964,3.285,3.753],[5.96,5.313,5.198],[4.913,4.098,4.001],[null,null,null],[0.697,0.169,0.17],[9.898,2.361,2.249],[11.36,3.659,3.492],[22.105,17.643,16.388],[56.066,49.612,48.044],[2.824,1.274,1.265],[1.471,1.07,1.149],[2.855,1.477,1.477],[9.621,4.491,4.587],[42.151,40.396,40.48],[1.704,1.498,1.511],[3.412,2.41,2.46],[6.256,2.544,2.367],[null,null,null],[null,null,22.127],[21.955,null,null],[4.232,4.072,3.842],[0.329,0.121,0.134],[0.201,0.073,0.076],[0.321,0.129,0.128],[0.479,0.214,0.185],[0.183,0.064,0.065],[0.18,0.07,0.067],[0.159,0.061,0.059]],"source":"datafusion-partitioned/results/c6a.xlarge.json"} @@ -201,41 +206,53 @@ const data = [ ,{"system":"DuckDB (DataFrame)","date":"2025-10-09","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","embedded","Python","dataframe"],"load_time":82,"data_size":182961963008,"result":[[0.031,0.016,0.016],[0.033,0.019,0.017],[0.027,0.023,0.023],[0.057,0.023,0.025],[0.806,0.089,0.088],[0.151,0.164,0.164],[0.031,0.027,0.031],[0.023,0.026,0.025],[0.107,0.106,0.11],[0.136,0.14,0.138],[0.054,0.054,0.055],[0.062,0.057,0.058],[0.143,0.142,0.152],[0.186,0.173,0.176],[0.175,0.162,0.161],[0.103,0.104,0.101],[0.22,0.227,0.22],[0.24,0.24,0.23],[0.326,0.326,0.319],[0.057,0.03,0.033],[0.622,0.299,0.308],[0.309,0.341,0.318],[0.65,0.608,0.615],[1.047,0.978,0.969],[0.067,0.064,0.065],[0.064,0.064,0.065],[0.069,0.069,0.066],[0.296,0.324,0.313],[1.475,1.469,1.353],[0.039,0.034,0.035],[0.137,0.117,0.105],[0.196,0.122,0.128],[0.459,0.435,0.42],[0.585,0.567,0.598],[0.547,0.566,0.581],[0.131,0.128,0.128],[0.321,0.277,0.308],[0.376,0.366,0.371],[0.273,0.283,0.291],[0.418,0.415,0.41],[0.04,0.032,0.036],[0.043,0.043,0.043],[0.041,0.059,0.046]],"source":"duckdb-dataframe/results/c6a.metal.json"} ,{"system":"DuckDB (DataFrame)","date":"2025-10-09","machine":"c7a.metal-48xl","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","embedded","Python","dataframe"],"load_time":93,"data_size":175929663488,"result":[[0.025,0.02,0.015],[0.019,0.019,0.022],[0.023,0.018,0.018],[0.018,0.022,0.016],[0.714,0.068,0.067],[0.123,0.123,0.121],[0.02,0.018,0.017],[0.022,0.021,0.021],[0.075,0.079,0.077],[0.099,0.099,0.095],[0.037,0.041,0.039],[0.039,0.039,0.043],[0.119,0.124,0.12],[0.137,0.136,0.132],[0.118,0.122,0.125],[0.079,0.075,0.075],[0.163,0.163,0.158],[0.161,0.17,0.173],[0.234,0.224,0.216],[0.036,0.024,0.022],[0.23,0.231,0.235],[0.241,0.245,0.242],[0.478,0.48,0.478],[0.807,0.728,0.728],[0.055,0.051,0.051],[0.05,0.05,0.049],[0.054,0.054,0.054],[0.223,0.224,0.225],[1.155,0.987,0.913],[0.023,0.022,0.021],[0.08,0.095,0.08],[0.09,0.1,0.088],[0.385,0.345,0.301],[0.431,0.374,0.366],[0.37,0.364,0.353],[0.094,0.091,0.087],[0.215,0.216,0.218],[0.279,0.276,0.271],[0.209,0.211,0.214],[0.327,0.324,0.322],[0.028,0.023,0.022],[0.021,0.025,0.027],[0.025,0.037,0.024]],"source":"duckdb-dataframe/results/c7a.metal-48xl.json"} ,{"system":"DuckDB (DataFrame)","date":"2025-10-09","machine":"c8g.metal-48xl","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","embedded","Python","dataframe"],"load_time":73,"data_size":176077402112,"result":[[0.031,0.017,0.018],[0.022,0.019,0.022],[0.025,0.019,0.021],[0.021,0.025,0.023],[0.442,0.068,0.067],[0.116,0.111,0.112],[0.025,0.024,0.023],[0.024,0.026,0.028],[0.078,0.077,0.095],[0.094,0.092,0.091],[0.043,0.039,0.04],[0.041,0.041,0.042],[0.109,0.108,0.118],[0.137,0.135,0.131],[0.117,0.122,0.113],[0.073,0.075,0.071],[0.174,0.177,0.167],[0.178,0.189,0.186],[0.235,0.209,0.206],[0.045,0.021,0.02],[0.274,0.273,0.273],[0.279,0.28,0.276],[0.46,0.452,0.455],[0.762,0.73,0.731],[0.051,0.053,0.049],[0.048,0.053,0.049],[0.052,0.052,0.054],[0.262,0.261,0.262],[0.876,0.817,0.785],[0.03,0.025,0.028],[0.076,0.072,0.071],[0.092,0.086,0.087],[0.322,0.268,0.252],[0.43,0.453,0.425],[0.412,0.425,0.404],[0.087,0.08,0.082],[0.257,0.255,0.255],[0.244,0.243,0.242],[0.252,0.254,0.253],[0.368,0.368,0.364],[0.031,0.026,0.024],[0.027,0.027,0.027],[0.031,0.048,0.031]],"source":"duckdb-dataframe/results/c8g.metal-48xl.json"} -,{"system":"DuckDB (data lake, partitioned)","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","embedded","stateless"],"load_time":0,"data_size":14737666736,"result":[[0.089,0.002,0.002],[0.077,0.016,0.015],[0.161,0.057,0.056],[0.481,0.053,0.053],[1.232,0.313,0.307],[0.955,0.427,0.415],[0.082,0.027,0.028],[0.086,0.017,0.017],[0.835,0.409,0.415],[1.172,0.512,0.51],[0.563,0.097,0.091],[1.011,0.112,0.107],[1.414,0.421,0.419],[2.564,0.701,0.705],[1.007,0.456,0.47],[0.639,0.377,0.383],[2.564,0.912,0.935],[2.328,0.708,0.719],[4.781,1.647,1.646],[0.124,0.019,0.018],[10.015,0.683,0.68],[11.217,0.618,0.612],[19.567,1.301,1.301],[3.791,0.752,0.843],[0.193,0.086,0.089],[1.037,0.218,0.216],[0.159,0.068,0.066],[9.965,0.566,0.57],[9.779,9.531,9.567],[0.139,0.05,0.374],[2.422,0.463,0.477],[6.21,0.574,0.585],[5.599,1.909,1.914],[10.052,2.076,2.075],[10.074,2.137,2.136],[0.686,0.538,0.55],[0.173,0.083,0.086],[0.12,0.063,0.062],[0.123,0.035,0.03],[0.333,0.183,0.136],[0.085,0.019,0.018],[0.08,0.019,0.018],[0.077,0.02,0.023]],"source":"duckdb-datalake-partitioned/results/c6a.4xlarge.json"} -,{"system":"DuckDB (data lake, 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,{"system":"Elasticsearch","date":"2025-09-08","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","search"],"load_time":9531,"data_size":85859504096,"result":[[0.088,0.002,0.003],[0.162,0.005,0.004],[0.775,0.615,0.587],[1.904,0.272,0.294],[0.326,0.335,0.287],[1.43,0.557,0.517],[0.317,0.302,0.317],[0.96,0.862,0.865],[9.273,8.909,8.773],[13.188,12.709,12.939],[1.608,1.142,1.143],[1.802,1.522,1.531],[4.371,4.215,4.216],[4.244,4.254,4.211],[4.647,4.43,4.537],[0.845,0.805,0.877],[8.333,8.709,8.756],[8.684,8.546,8.62],[19.984,20.234,19.957],[0.135,0.004,0.003],[27.196,14.498,14.516],[19.142,17.073,17.127],[37.757,26.757,26.835],[14.545,14.498,14.489],[0.849,0.778,0.776],[1.652,1.622,1.627],[0.782,0.775,0.779],[89.371,85.607,85.682],[null,null,null],[120.908,127.011,128.136],[3.199,1.638,1.627],[5.097,1.73,1.679],[5.747,5.988,5.623],[13.781,12.778,12.715],[12.657,12.604,12.722],[23.429,23.336,23.306],[8.353,8.216,8.196],[6.981,6.46,6.447],[8.32,8.169,8.095],[13.614,12.761,12.76],[0.109,0.026,0.028],[0.059,0.021,0.021],[0.254,0.165,0.164]],"source":"elasticsearch/results/c6a.4xlarge.json"} ,{"system":"Elasticsearch (tuned)","date":"2025-09-02","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"yes","comment":"Tuned by repeated benchmark to find the optimal Elasticsearch shard number and size for this resource type and workload","tags":["Java","search"],"load_time":7139.561,"data_size":114316150384,"result":[[0.0620,0.0020,0.0020],[0.0200,0.0030,0.0030],[0.9730,0.8710,0.8890],[5.1100,0.3980,0.3740],[0.5320,0.4980,0.4930],[3.2420,0.8860,0.8630],[0.4520,0.4350,0.4540],[0.3740,0.2340,0.2280],[2.7970,2.2750,2.2560],[3.4130,3.3060,3.3680],[0.3830,0.2790,0.2920],[0.4510,0.3290,0.3310],[0.3390,0.3110,0.3080],[0.3270,0.3450,0.3510],[0.4150,0.3590,0.3720],[0.9740,0.9470,0.9420],[1.1460,1.1570,1.1540],[1.1660,1.2110,1.1000],[4.3910,4.2280,3.8750],[0.0540,0.0030,0.0030],[16.4180,4.5470,4.5320],[5.0100,4.5980,4.5680],[17.6210,7.5370,7.6240],[4.5460,4.5480,4.5400],[0.3210,0.2520,0.2490],[0.5070,0.4260,0.4230],[0.2710,0.2390,0.2390],[28.7840,27.4500,27.2160],[null,null,null],[224.5530,228.1640,229.3260],[2.3680,0.4550,0.4540],[5.3140,0.4490,0.4470],[1.4670,1.4520,1.4980],[0.8390,0.8500,0.8300],[0.8430,0.8310,0.8060],[6.9170,6.8400,6.6780],[0.0790,0.1000,0.0280],[0.1310,0.0240,0.0340],[0.0210,0.0170,0.0180],[1.9500,1.3690,1.3750],[0.0600,0.0180,0.0200],[0.0200,0.0110,0.0160],[0.1310,0.0560,0.0450]],"source":"elasticsearch/results/c6a.4xlarge.tuned.json"} ,{"system":"Elasticsearch","date":"2025-09-08","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","search"],"load_time":9565,"data_size":84661395365,"result":[[0.044,0.003,0.002],[0.017,0.004,0.003],[0.704,0.554,0.532],[0.245,0.305,0.238],[0.336,0.283,0.275],[0.624,0.504,0.497],[0.25,0.288,0.253],[0.853,0.949,0.92],[8.62,9.334,9.534],[13.03,13.877,13.726],[1.225,1.154,1.13],[1.444,1.399,1.439],[4.18,4.302,4.334],[4.427,4.503,4.398],[4.518,4.512,4.589],[0.673,0.699,0.586],[7.563,8.279,8.639],[8.101,7.472,7.811],[22.166,20.908,21.667],[0.046,0.004,0.004],[12.686,12.562,12.471],[15.251,15.386,15.156],[23.839,23.755,23.836],[12.482,12.468,12.507],[0.785,0.754,0.75],[1.544,1.528,1.596],[0.854,0.771,0.756],[94.97,94.304,93.238],[null,null,null],[301.037,479.109,446.655],[1.576,1.566,1.57],[1.709,1.667,1.639],[5.603,6.779,6.842],[14.281,12.727,12.625],[13.275,14.216,12.885],[25.094,29.899,25.758],[8.423,8.498,8.379],[6.768,6.671,6.597],[8.298,8.328,8.258],[13.297,13.245,13.205],[0.045,0.034,0.032],[0.027,0.025,0.027],[0.237,0.199,0.197]],"source":"elasticsearch/results/c6a.metal.json"} @@ -257,18 +274,19 @@ const data = [ ,{"system":"Hologres","date":"2025-05-21","machine":"Hologres: 16 CU","cluster_size":2,"proprietary":"yes","tuned":"no","tags":["managed","PostgreSQL compatible","column-oriented","managed"],"load_time":388,"data_size":18778181002,"result":[[0.282,0.028,0.019],[0.146,0.021,0.019],[0.204,0.020,0.019],[0.172,0.018,0.018],[0.289,0.209,0.206],[0.730,0.460,0.474],[0.134,0.018,0.017],[0.150,0.025,0.020],[0.355,0.232,0.262],[0.419,0.348,0.278],[0.272,0.051,0.049],[0.323,0.059,0.058],[0.854,0.512,0.547],[0.884,0.590,0.551],[0.788,0.513,0.523],[0.400,0.229,0.277],[1.354,1.262,1.302],[1.049,0.921,0.948],[3.254,2.676,2.646],[0.133,0.016,0.011],[0.968,0.018,0.017],[1.124,0.022,0.024],[1.991,0.028,0.028],[2.530,0.209,0.220],[0.505,0.104,0.110],[0.410,0.136,0.128],[0.500,0.148,0.133],[1.168,0.028,0.027],[5.062,4.598,4.560],[0.783,0.689,0.662],[0.813,0.213,0.205],[0.839,0.370,0.369],[3.288,2.778,2.485],[4.164,3.094,3.102],[3.638,3.274,3.112],[2.329,1.752,1.717],[0.170,0.053,0.055],[0.121,0.027,0.025],[0.122,0.027,0.028],[0.190,0.082,0.083],[0.136,0.030,0.025],[0.134,0.028,0.025],[0.141,0.024,0.023]],"source":"hologres/results/32core.json"} ,{"system":"Hologres","date":"2025-05-21","machine":"Hologres: 16 CU","cluster_size":4,"proprietary":"yes","tuned":"no","tags":["managed","PostgreSQL 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,{"system":"Hydra","date":"2025-03-04","machine":"Hydra: XL","cluster_size":"serverless","proprietary":"no","tuned":"no","tags":["managed","PostgreSQL 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-,{"system":"Salesforce Hyper 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-,{"system":"Salesforce Hyper 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-,{"system":"Salesforce Hyper 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-,{"system":"Salesforce Hyper 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,{"system":"Infobright","date":"2022-07-01","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","comment":"Only 90% of data successfully loaded. Some queries run for days.","tags":["C++","column-oriented","MySQL 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,{"system":"Kinetica","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["column-oriented"],"load_time":668,"data_size":57932249716,"result":[[0.128,0.052,0.05],[0.222,0.119,0.06],[0.21,0.082,0.052],[1.424,0.114,0.051],[1.896,1.86,1.1],[4.648,1.747,1.349],[1.422,0.523,0.577],[1.461,0.118,0.06],[2.993,2.905,0.805],[3.035,2.972,2.703],[0.598,0.513,0.488],[0.606,0.51,0.501],[2.844,2.838,2.748],[3.953,3.893,3.821],[2.965,2.97,3.102],[2.163,2.159,2.14],[6.704,6.598,6.62],[3.038,3.003,2.936],[8.822,8.65,8.712],[0.103,0.075,0.054],[34.72,0.612,0.06],[0.714,0.61,0.065],[75.007,78.936,0.075],[8.83,0.117,0.118],[2.368,0.164,0.096],[0.167,0.138,0.142],[0.138,0.115,0.114],[35.713,0.633,0.061],[30.675,21.055,14.226],[0.283,0.102,0.089],[8.25,0.842,0.893],[3.049,1.143,1.174],[9.375,8.965,8.715],[44.103,10.103,10.309],[10.57,10.493,10.463],[1.489,1.41,1.418],[0.335,0.254,0.235],[0.33,0.096,0.092],[0.118,0.073,0.071],[0.816,0.466,0.464],[0.143,0.068,0.069],[0.12,0.064,0.066],[0.129,0.072,0.069]],"source":"kinetica/results/c6a.4xlarge.json"} ,{"system":"Kinetica","date":"2025-07-12","machine":"c8g.4xlarge","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["column-oriented"],"load_time":655,"data_size":57836683298,"result":[[4.331,0.062,0.056],[0.423,0.102,0.059],[0.237,0.061,0.056],[1.536,0.063,0.048],[0.967,0.906,0.737],[4.385,0.782,0.433],[0.239,0.063,0.05],[0.421,0.102,0.055],[1.45,1.281,0.632],[1.463,1.478,1.272],[0.439,0.305,0.31],[0.518,0.324,0.313],[2.308,2.219,2.224],[4.198,4.08,4.119],[2.383,2.293,2.308],[1.035,0.976,1.032],[6.284,3.618,3.622],[1.094,0.923,0.45],[5.37,4.722,4.757],[0.106,0.057,0.048],[34.458,0.393,0.055],[0.478,0.418,0.057],[74.642,85.627,0.08],[9.754,0.106,0.104],[2.547,0.112,0.081],[0.203,0.105,0.1],[0.196,0.102,0.088],[36.171,0.285,0.057],[31.555,30.025,20.086],[0.362,0.095,0.077],[8.12,0.5,0.575],[2.73,0.714,0.69],[4.609,4.805,4.503],[42.505,7.878,7.888],[8.031,8.087,8.088],[0.969,0.866,0.814],[0.569,0.234,0.24],[0.362,0.094,0.091],[0.126,0.077,0.072],[0.711,0.446,0.446],[0.155,0.072,0.07],[0.119,0.069,0.067],[0.125,0.066,0.066]],"source":"kinetica/results/c8g.4xlarge.json"} @@ -276,9 +294,10 @@ const data = [ ,{"system":"MariaDB","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","row-oriented","MySQL 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,{"system":"MySQL","date":"2025-07-11","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","row-oriented","MySQL 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@@ -345,12 +364,18 @@ const data = [ ,{"system":"Redshift","date":"2022-07-25","machine":"Redshift: ra3.16xlarge","cluster_size":4,"proprietary":"yes","tuned":"no","comment":"","tags":["managed","column-oriented","aws"],"load_time":1829,"data_size":26330791936,"result":[[0.077,0.024,0.023],[2.531,0.059,0.027],[3.583,0.063,0.036],[2.376,0.084,0.058],[0.155,0.109,0.114],[0.243,0.198,0.176],[0.130,0.028,0.029],[3.740,0.035,0.033],[3.615,0.136,0.133],[5.125,1.432,1.413],[3.781,0.090,0.088],[3.996,0.111,0.102],[3.665,0.168,0.158],[3.980,0.305,0.308],[3.868,0.181,0.182],[3.625,0.146,0.143],[4.024,0.340,0.339],[2.646,0.442,0.385],[4.370,0.663,0.664],[2.517,0.055,0.029],[2.892,0.361,0.335],[4.306,0.364,0.365],[6.576,1.030,1.037],[26.654,1.354,1.361],[3.641,0.103,0.093],[3.593,0.079,0.081],[3.822,0.083,0.081],[3.824,0.295,0.338],[5.321,1.061,1.052],[4.795,0.267,0.203],[4.466,0.164,0.162],[4.715,0.204,0.204],[4.148,0.664,0.658],[0.958,0.915,0.916],[4.438,0.940,0.940],[4.152,0.137,0.140],[4.881,0.303,0.300],[5.020,0.314,0.316],[4.586,0.065,0.076],[5.424,0.100,0.106],[2.947,0.080,0.046],[3.585,0.074,0.047],[3.753,0.044,0.042]],"source":"redshift/results/4x.ra3.16xlarge.json"} ,{"system":"Redshift","date":"2022-07-25","machine":"Redshift: 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,{"system":"Redshift","date":"2022-07-29","machine":"Redshift: 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derivative"],"load_time":459,"data_size":17365253189,"result":[[0.09,0.03,0.02],[0.13,0.02,0.03],[1.12,0.04,0.04],[1.70,0.04,0.04],[1.68,0.17,0.16],[1.40,0.21,0.20],[0.05,0.02,0.02],[0.18,0.03,0.03],[2.68,0.22,0.21],[3.57,0.25,0.25],[2.34,0.08,0.08],[3.10,0.08,0.08],[2.22,0.23,0.20],[3.76,0.29,0.26],[2.17,0.25,0.23],[1.48,0.12,0.12],[3.86,0.31,0.27],[2.82,0.36,0.09],[4.89,0.48,0.49],[0.04,0.01,0.02],[11.32,0.24,0.11],[13.35,0.12,0.06],[25.55,0.17,0.09],[7.56,0.06,0.07],[2.64,0.09,0.07],[2.26,0.05,0.06],[3.00,0.10,0.07],[11.58,0.24,0.22],[9.47,0.97,0.93],[0.50,0.05,0.03],[5.03,0.14,0.12],[6.98,0.17,0.15],[4.97,0.91,0.83],[11.65,1.06,1.01],[11.62,1.03,0.99],[0.89,0.18,0.16],[1.74,0.04,0.03],[1.97,0.03,0.03],[2.13,0.03,0.02],[2.25,0.08,0.08],[1.42,0.03,0.03],[1.82,0.02,0.03],[1.43,0.02,0.03]],"source":"selectdb/results/c6a.metal.json"} @@ -367,6 +392,12 @@ const data = [ ,{"system":"Snowflake","date":"2022-07-01","machine":"Snowflake: S","cluster_size":2,"comment":"","proprietary":"yes","tuned":"no","tags":["managed","column-oriented"],"load_time":2524,"data_size":12300000000,"result":[[0.186,0.060,0.062],[0.980,0.574,0.311],[0.977,0.554,0.426],[0.686,0.573,0.404],[1.386,1.384,1.349],[1.871,1.697,1.704],[0.052,0.059,0.227],[0.309,0.536,0.508],[1.768,1.631,1.635],[2.039,2.219,1.908],[0.807,0.647,0.587],[0.763,0.690,0.631],[1.403,1.586,1.404],[2.593,2.584,2.554],[1.670,1.538,1.653],[1.659,1.509,1.514],[2.875,2.990,2.998],[2.605,2.549,2.598],[6.120,5.894,5.766],[0.320,0.431,0.416],[2.406,1.703,1.609],[1.189,1.186,1.163],[2.104,1.441,1.370],[7.144,5.174,4.139],[0.839,0.659,0.641],[0.527,0.518,0.509],[0.633,0.621,0.695],[1.491,1.509,1.514],[4.848,4.485,4.571],[3.067,3.106,3.098],[1.521,1.224,1.236],[1.839,1.690,1.497],[5.692,5.751,6.087],[6.733,6.755,6.712],[6.722,6.709,6.676],[1.704,1.686,1.676],[0.203,0.231,0.218],[0.151,0.134,0.214],[0.140,0.156,0.163],[0.317,0.328,0.319],[0.166,0.133,0.141],[0.166,0.120,0.140],[0.120,0.119,0.126]],"source":"snowflake/results/s.json"} ,{"system":"Snowflake","date":"2022-07-01","machine":"Snowflake: 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+,{"system":"Spark (Auron)","date":"2025-10-16","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","Rust","column-oriented","Spark 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+,{"system":"Spark (Auron)","date":"2025-10-16","machine":"c6a.xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","Rust","column-oriented","Spark 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,{"system":"Spark (Comet)","date":"2025-08-15","machine":"c6a.2xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","Rust","column-oriented","Spark 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derivative"],"load_time":0,"data_size":14779976446,"result":[[4.407,1.961,1.859],[4.634,1.965,1.756],[4.865,1.999,1.856],[4.873,1.92,1.779],[5.692,2.805,2.407],[6.195,3.137,2.727],[5.012,2.327,2.165],[4.855,1.972,2.054],[6.401,3.129,2.927],[8.191,4.604,4.256],[5.886,2.471,2.23],[6.005,2.567,2.307],[6.147,3.141,2.836],[9.15,5.178,5.063],[6.063,3.122,2.931],[5.99,3.293,2.896],[7.412,4.419,4.184],[6.668,3.612,3.504],[16.61,12.244,12.007],[4.694,2.196,2.089],[11.882,3.178,2.868],[13.792,3.561,3.301],[25.284,5.502,5.439],[58.863,14.033,14.132],[5.251,2.334,2.238],[5.031,2.287,1.989],[5.265,2.359,2.295],[12.289,3.681,3.694],[21.839,17.488,17.323],[7.24,4.38,4.209],[6.434,3.091,2.888],[8.932,3.63,3.264],[11.618,8.89,8.346],[14.253,8.292,7.955],[14.244,7.855,7.664],[6.349,3.459,3.041],[12.271,3.265,3.03],[11.459,3.096,2.894],[12.462,3.381,3.184],[22.029,5.216,5.047],[5.867,2.537,2.279],[5.907,2.393,2.131],[5.837,2.32,2.093]],"source":"spark-comet/results/c6a.4xlarge.json"} ,{"system":"Spark (Comet)","date":"2025-08-15","machine":"c6a.metal","cluster_size":1,"proprietary":"no","tuned":"no","tags":["Java","Rust","column-oriented","Spark derivative"],"load_time":0,"data_size":14779976446,"result":[[4.985,0.847,0.73],[5.133,0.901,0.669],[4.92,0.909,1.275],[5.347,1.266,0.814],[5.671,1.097,0.992],[6.747,1.211,1.001],[5.15,0.913,0.855],[5.152,1.198,1.697],[7.219,2.101,2.009],[9.293,2.677,1.583],[6.437,1.248,0.997],[6.459,1.457,1.13],[6.562,1.587,1.187],[9.864,1.727,1.79],[6.14,1.413,1.153],[6.221,1.525,1.159],[7.268,1.499,1.263],[6.297,1.177,0.956],[11.454,3.122,3.6],[3.783,1.228,0.985],[14.027,1.608,0.975],[15.832,1.994,0.976],[26.989,2.857,1.866],[61.562,6.949,5.912],[6.66,1.091,0.899],[5.18,0.984,0.733],[6.606,0.894,0.962],[14.752,2.319,1.754],[16.858,6.733,5.775],[6.342,1.717,1.409],[6.896,2.202,1.547],[11.413,2.398,2.212],[10.93,3.664,2.666],[15.874,2.703,2.323],[15.593,2.44,2.272],[6.668,1.689,1.524],[14.825,2.451,1.287],[13.465,1.594,1.012],[14.644,1.764,1.255],[24.763,3.033,1.904],[7.023,1.352,0.895],[6.687,1.201,1.111],[6.11,1.232,0.9]],"source":"spark-comet/results/c6a.metal.json"} @@ -389,6 +420,7 @@ const data = [ ,{"system":"StarRocks","date":"2025-08-31","machine":"c6a.xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","MySQL compatible"],"load_time":477,"data_size":16342759970,"result":[[0.144,0.136,0.179],[0.39,0.054,0.063],[0.91,0.254,0.286],[2.146,0.254,0.253],[2.63,2.337,2.469],[4.169,3.745,3.876],[0.386,0.266,0.257],[0.454,0.151,0.105],[4.723,4.059,4.305],[null,null,null],[2.425,1.017,0.852],[2.714,0.992,1.054],[2.428,2.141,2.234],[6.473,5.271,5.237],[3.208,3.329,3.346],[3.657,3.406,3.259],[null,null,null],[8.598,10.487,11.719],[null,null,null],[0.575,0.031,0.036],[9.976,3.58,3.724],[12.741,3.391,3.412],[25.587,18.568,12.724],[14.616,1.191,1.236],[0.343,0.07,0.058],[1.162,0.676,0.582],[0.146,0.056,0.054],[12.365,6.254,10.703],[74.779,88.854,78.298],[0.567,0.14,0.252],[3.605,2.103,1.945],[7.244,2.95,3.04],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null],[null,null,null]],"source":"starrocks/results/c6a.xlarge.json"} ,{"system":"StarRocks","date":"2025-08-30","machine":"c7a.metal-48xl","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","MySQL compatible"],"load_time":386,"data_size":16343224445,"result":[[0.058,0.054,0.056],[0.083,0.041,0.041],[0.541,0.053,0.054],[2.191,0.057,0.052],[0.126,0.121,0.118],[1.45,0.209,0.196],[0.059,0.051,0.05],[0.096,0.055,0.056],[1.016,0.308,0.31],[0.815,0.733,0.927],[0.314,0.285,0.302],[0.296,0.279,0.263],[0.202,0.176,0.18],[0.264,0.241,0.23],[0.198,0.182,0.182],[0.155,0.152,0.159],[0.441,0.405,0.406],[0.309,0.3,0.303],[1.367,0.57,0.583],[0.042,0.024,0.025],[10.476,0.3,0.239],[0.162,0.155,0.173],[8.697,0.432,0.234],[14.139,0.253,0.556],[0.055,0.053,0.05],[0.099,0.095,0.093],[0.054,0.047,0.048],[0.529,0.24,0.222],[9.32,3.914,3.774],[0.093,0.074,0.063],[0.776,0.187,0.185],[3.011,0.219,0.218],[0.962,0.854,0.842],[4.279,0.728,0.71],[3.844,0.848,0.723],[0.578,0.138,0.132],[0.121,0.102,0.096],[0.108,0.08,0.081],[0.08,0.075,0.071],[0.272,0.178,0.187],[0.123,0.069,0.077],[0.077,0.069,0.067],[0.083,0.091,0.075]],"source":"starrocks/results/c7a.metal-48xl.json"} ,{"system":"StarRocks","date":"2025-07-12","machine":"c8g.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C++","column-oriented","MySQL compatible"],"load_time":444,"data_size":16315612566,"result":[[0.037,0.037,0.041],[0.1,0.031,0.028],[0.188,0.05,0.051],[1.665,0.047,0.048],[0.339,0.314,0.299],[2.012,0.474,0.457],[0.091,0.06,0.064],[0.088,0.032,0.03],[1.327,0.537,0.53],[1.138,1.048,1.025],[0.373,0.228,0.243],[0.299,0.217,0.241],[0.339,0.325,0.309],[0.642,0.668,0.646],[0.455,0.433,0.427],[0.428,0.413,0.411],[1.954,1.971,1.909],[1.357,1.317,1.282],[2.273,2.577,2.233],[0.03,0.023,0.022],[10.994,0.675,0.697],[11.556,0.625,0.604],[20.655,0.959,1.028],[13.262,0.47,0.671],[0.208,0.049,0.034],[1.507,0.091,0.091],[0.029,0.025,0.032],[11.228,0.965,0.683],[10.748,8.316,8.542],[0.838,0.054,0.06],[3.98,0.231,0.224],[3.648,0.295,1.762],[2.017,1.948,2.118],[13.394,2.669,2.613],[12.496,2.698,2.568],[0.865,0.336,0.339],[0.165,0.056,0.054],[0.064,0.054,0.034],[0.035,0.028,0.028],[0.17,0.114,0.077],[0.072,0.023,0.023],[0.032,0.042,0.023],[0.038,0.026,0.021]],"source":"starrocks/results/c8g.4xlarge.json"} +,{"system":"Supabase","date":"2025-03-10","machine":"Supabase: 4XL","cluster_size":1,"proprietary":"no","tuned":"no","comment":"","tags":["C","row-oriented","PostgreSQL compatible"],"load_time":1350,"data_size":106489682778,"result":[[118.429,119.119,120.011],[119.695,119.486,119.101],[118.774,119.104,119.087],[118.755,119.079,119.075],[137.502,136.59,136.646],[154.189,154.848,154.565],[117.864,118.852,118.848],[118.575,118.841,118.835],[146.075,144.671,144.414],[149.116,148.101,147.12],[115.954,115.455,115.502],[115.862,116.093,116.088],[126.795,126.439,126.453],[128.721,128.73,128.674],[130.135,130.647,130.391],[130.363,128.778,128.36],[473.819,476.27,476.275],[111.565,111.266,111.719],[398.437,429.872,429.809],[118.003,119.028,119.007],[129.702,128.997,119.653],[120.411,119.482,119.324],[118.78,118.982,118.998],[119.07,119.213,119.445],[118.794,118.974,118.953],[118.646,118.947,118.952],[118.669,118.931,118.927],[119.157,119.478,119.324],[133.219,131.088,132.015],[117.94,118.918,118.903],[339.775,340.555,340.946],[342.393,341.608,341.6],[503.171,503.948,502.028],[207.401,184.313,180.132],[157.771,182.65,178.962],[110.371,83.2044,82.2114],[97.6743,84.4134,96.4877],[98.9899,111.881,118.857],[118.314,118.821,118.838],[119.924,119.096,119.226],[117.871,118.814,118.806],[118.502,118.787,118.784],[118.569,118.774,118.779]],"source":"supabase/results/supabase.json"} ,{"system":"Tablespace","date":"2024-02-25","machine":"Tablespace: L1 - 16CPU 32GB","cluster_size":1,"proprietary":"yes","tuned":"no","comment":"","tags":["Rust","column-oriented","PostgreSQL compatible","managed"],"load_time":13711,"data_size":135469176422,"result":[[0.436,0.032,0.058],[0.475,0.062,0.069],[0.221,0.118,0.108],[1.130,0.110,0.107],[0.842,0.840,0.848],[2.848,1.227,1.174],[0.009,0.002,0.003],[0.195,0.098,0.074],[1.707,1.379,1.541],[1.477,1.336,1.314],[0.373,0.340,0.338],[0.375,0.361,0.378],[1.168,1.223,1.217],[2.097,2.941,2.162],[1.529,1.347,1.289],[0.972,0.981,0.914],[2.434,2.586,2.757],[0.005,0.003,0.003],[5.300,5.166,5.207],[0.006,0.002,0.002],[16.720,0.179,0.169],[0.210,0.180,0.174],[23.786,0.250,0.242],[0.183,0.173,0.172],[0.048,0.003,0.003],[0.007,0.003,0.003],[0.015,0.003,0.003],[22.388,1.790,1.707],[17.156,4.599,18.753],[0.599,0.572,0.533],[1.207,1.131,1.152],[3.716,1.392,1.401],[8.407,8.207,7.264],[46.208,5.435,45.553],[6.233,6.501,6.080],[2.448,2.236,2.086],[0.427,0.352,0.309],[0.678,0.476,0.445],[0.179,0.154,0.160],[0.776,0.791,0.785],[0.171,0.110,0.090],[0.110,0.084,0.084],[0.103,0.108,0.093]],"source":"tablespace/results/large-1.json"} ,{"system":"Tembo OLAP (columnar)","date":"2024-02-09","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","comment":"","tags":["C","PostgreSQL compatible","column-oriented"],"load_time":4903,"data_size":33864704000,"result":[[0.335,0.288,0.291],[0.273,0.276,0.280],[1.043,1.033,1.027],[0.699,0.698,0.701],[23.400,23.022,23.330],[35.651,35.965,36.108],[0.091,0.074,0.076],[0.278,0.276,0.278],[27.952,27.741,27.189],[30.495,31.580,30.803],[2.981,3.012,2.960],[3.363,3.387,3.321],[9.255,9.336,9.301],[10.675,10.645,10.352],[10.041,9.996,9.956],[23.601,23.755,24.015],[27.564,26.749,27.068],[0.422,0.378,0.382],[46.260,46.250,46.587],[0.312,0.312,0.319],[2.712,2.749,2.662],[2.856,2.894,2.910],[3.794,3.827,3.765],[21.677,21.845,22.484],[1.552,1.426,1.420],[0.373,0.336,0.343],[1.239,1.225,1.231],[4.892,4.940,4.922],[42.729,42.490,42.511],[8.169,8.153,8.102],[11.043,10.821,10.927],[18.900,18.118,17.745],[72.678,71.490,72.13],[44.268,42.159,42.915],[44.178,44.674,44.154],[17.292,18.106,17.889],[0.393,0.395,0.394],[0.234,0.237,0.196],[0.108,0.125,0.117],[0.780,0.826,0.806],[0.106,0.113,0.118],[0.120,0.118,0.119],[0.153,0.150,0.151]],"source":"tembo-olap/results/tembo-olap-col-c6a.json"} ,{"system":"TiDB (TiFlash only)","date":"2025-05-23","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","comment":"v8.5.1","tags":["C++","column-oriented","MySQL compatible","ClickHouse derivative"],"load_time":4448,"data_size":147868755269,"result":[[5.12,0.20,0.20],[5.35,0.16,0.15],[5.71,0.20,0.21],[4.92,0.29,0.27],[0.98,0.81,0.81],[5.49,1.06,1.05],[3.65,0.28,0.27],[2.37,0.15,0.15],[5.83,1.24,1.25],[3.06,1.20,1.16],[4.36,0.37,0.38],[4.64,0.40,0.38],[2.13,1.19,1.19],[3.56,2.04,2.07],[6.41,1.35,1.29],[1.09,1.05,1.07],[4.17,2.98,3.01],[4.03,2.85,2.90],[null,null,null],[null,null,null],[13.24,1.14,1.11],[11.08,1.24,1.30],[23.21,2.47,2.42],[56.02,8.62,8.63],[2.72,0.39,0.37],[1.26,0.26,0.25],[2.79,0.37,0.37],[9.53,1.64,1.65],[10.92,10.83,10.81],[10.74,10.73,10.72],[3.44,1.00,1.02],[6.63,1.83,1.83],[7.37,6.54,6.61],[null,null,null],[null,null,null],[1.00,0.99,0.98],[2.72,0.26,0.25],[1.74,0.16,0.17],[3.17,0.16,0.16],[1.78,0.39,0.36],[3.02,0.14,0.15],[3.03,0.14,0.16],[1.94,0.17,0.17]],"source":"tidb/results/c6a.4xlarge-tiflash-only.json"} @@ -402,8 +434,11 @@ const data = [ ,{"system":"TimescaleDB","date":"2025-07-11","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C","PostgreSQL compatible","column-oriented","time-series"],"load_time":1265,"data_size":19304833024,"result":[[0.34,0.036,0.036],[19.756,0.164,0.166],[18.931,0.241,0.24],[21.978,0.204,0.202],[10.444,10.248,10.273],[37.096,15.22,15.332],[9.187,0.169,0.169],[0.236,0.183,0.183],[29.933,19.164,18.816],[22.087,21.839,21.971],[7.517,1.807,1.82],[6.718,2.43,2.361],[13.861,5.631,5.942],[8.154,8.093,8.145],[13.988,6.588,6.479],[14.051,14.254,14.01],[24.355,24.567,24.626],[12.758,13.178,13.089],[77.806,59.953,60.818],[0.194,0.156,0.156],[57.988,7.566,1.42],[1.477,1.429,1.443],[65.552,1.639,1.589],[0.35,0.079,0.079],[0.692,0.043,0.043],[12.002,0.412,0.409],[0.08,0.043,0.043],[19.648,5.164,4.483],[82.414,60.522,65.37],[26.785,11.706,11.786],[95.294,7.767,7.236],[52.759,14.866,15.084],[139.954,140.342,139.289],[75.064,27.704,28.993],[29.718,29.826,29.356],[10.935,11.015,10.723],[0.364,0.267,0.266],[0.173,0.067,0.068],[0.106,0.038,0.038],[0.837,0.559,0.56],[0.229,0.044,0.043],[0.099,0.031,0.032],[0.173,0.041,0.041]],"source":"timescaledb/results/c6a.4xlarge.json"} ,{"system":"TimescaleDB","date":"2025-07-12","machine":"c8g.4xlarge","cluster_size":1,"proprietary":"no","tuned":"no","tags":["C","PostgreSQL compatible","column-oriented","time-series"],"load_time":1194,"data_size":19304833024,"result":[[0.236,0.029,0.029],[19.75,0.129,0.13],[19.032,0.206,0.206],[22.356,0.155,0.155],[10.343,10.304,10.308],[36.898,15.736,14.833],[9.247,0.157,0.157],[0.199,0.148,0.147],[28.901,16.813,16.822],[19.78,19.75,19.794],[7.223,1.576,1.543],[6.235,1.945,1.949],[14.928,5.084,4.881],[6.871,6.834,6.822],[12.376,5.637,5.636],[13.262,13.764,14.283],[24.295,24.158,24.27],[12.422,12.378,12.424],[79.943,58.984,59.083],[0.161,0.123,0.123],[61.649,5.048,1.297],[1.36,1.304,1.304],[65.927,1.481,1.457],[0.258,0.078,0.078],[0.398,0.039,0.04],[8.689,0.345,0.345],[0.078,0.039,0.039],[20.266,4.337,4.338],[69.433,44.107,43.787],[28.162,9.765,9.768],[95.658,7.081,6.655],[52.307,14.3,14.197],[133.645,143.311,140.972],[75.569,28.068,27.986],[26.876,28.86,27.396],[9.927,10.13,10.221],[0.313,0.242,0.239],[0.141,0.058,0.057],[0.094,0.033,0.032],[0.627,0.465,0.465],[0.16,0.035,0.034],[0.091,0.025,0.025],[0.166,0.033,0.034]],"source":"timescaledb/results/c8g.4xlarge.json"} ,{"system":"Tinybird (Free Trial)","date":"2024-11-11","machine":"serverless","cluster_size":1,"proprietary":"yes","tuned":"no","comment":"","tags":["C++","column-oriented","ClickHouse derivative","managed"],"load_time":0,"data_size":null,"result":[[0.002,0.002,0.006],[0.03,0.03,0.034],[0.08,0.08,0.083],[0.109,0.104,0.102],[1.011,0.668,0.637],[0.664,0.582,0.597],[1.899,0.055,0.068],[0.036,0.033,0.032],[2.55,2.519,2.341],[2.076,2.042,2.387],[0.344,0.365,0.322],[0.599,0.401,0.413],[1.228,1.265,1.085],[1.742,1.729,1.941],[1.477,1.468,1.423],[1.442,1.317,1.496],[4.402,4.385,4.476],[3.236,3.165,3.396],[9.751,9.707,8.164],[0.079,0.084,0.074],[2.924,1.204,1.213],[1.243,1.122,1.69],[3.846,1.67,1.727],[7.491,8.793,7.513],[0.352,0.338,0.39],[0.293,0.255,0.262],[0.384,0.445,0.407],[1.518,1.366,1.326],[null,null,null],[0.09,0.092,0.094],[0.951,0.897,0.946],[1.152,1.106,1.299],[5.331,5.509,5.432],[8.104,8.451,8.519],[6.037,6.861,7.138],[3.298,3.412,3.422],[1.225,1.121,1.167],[1.53,1.768,1.189],[0.989,0.891,0.854],[2.183,2.042,1.919],[0.166,0.018,0.015],[0.527,0.284,0.304],[0.214,0.213,0.205]],"source":"tinybird/results/tinybird.json"} -,{"system":"Umbra","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["C++","column-oriented","PostgreSQL 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-,{"system":"Umbra","date":"2025-06-30","machine":"c6a.metal","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["C++","column-oriented","PostgreSQL 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,{"system":"Ursa","date":"2025-07-10","machine":"c6a.2xlarge","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["C++","column-oriented","ClickHouse 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,{"system":"Ursa","date":"2025-07-10","machine":"c6a.4xlarge","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["C++","column-oriented","ClickHouse 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,{"system":"Ursa","date":"2025-07-11","machine":"c6a.large","cluster_size":1,"proprietary":"yes","tuned":"no","tags":["C++","column-oriented","ClickHouse derivative"],"load_time":479,"data_size":15506384415,"result":[[0.009,0.002,0.002],[0.003,0.002,0.002],[0.524,0.215,0.225],[0.919,0.351,0.353],[2.929,2.043,1.929],[3.945,3.227,3.253],[0.002,0.002,0.002],[0.251,0.113,0.112],[3.16,2.758,2.833],[3.754,3.258,3.239],[1.299,0.896,0.924],[1.386,1.008,1.019],[4.034,3.166,3.237],[9.678,8.745,9.32],[7.866,7.06,6.934],[3.628,2.891,2.926],[19.403,18.654,19.475],[15.333,14.697,15.471],[40.955,39.577,39.182],[0.506,0.003,0.003],[11.564,4.072,3.045],[11.701,0.762,0.431],[14.648,5.696,5.828],[15.647,4.434,16.25],[2.26,1.022,1.023],[1.365,0.954,0.887],[1.985,1.036,1.031],[0.87,0.562,0.564],[46.684,46.119,43.742],[0.2,0.106,0.106],[1.632,1.34,1.326],[3.7,1.864,1.872],[28.992,29.044,29.118],[27.371,27.758,27.522],[27.783,27.696,27.412],[1.885,1.76,1.781],[0.171,0.103,0.102],[0.068,0.046,0.047],[0.101,0.04,0.04],[0.332,0.226,0.226],[0.057,0.022,0.022],[0.045,0.019,0.019],[0.04,0.025,0.026]],"source":"ursa/results/c6a.large.json"} diff --git a/databend/results/t3a.small.json b/databend/results/t3a.small.json deleted file mode 100644 index 319d82ae0..000000000 --- a/databend/results/t3a.small.json +++ /dev/null @@ -1,57 +0,0 @@ -{ - "system": "Databend", - "date": "2025-08-31", - "machine": "t3a.small", - "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["Rust","column-oriented","ClickHouse derivative"], - "load_time": 1728, - "data_size": 20799442933, - "result": [ - [0.014, 0.012, 0.013], - [0.503, 0.227, 0.224], - [1.465, 0.39, 0.39], - [1.627, 0.398, 0.4], - [45.035, 0.001, 0.003], - [0, 0, 0], - [0, 0.003, 0.001], - [0.001, 0, 0.001], - [0.001, 0.003, 0.001], - [0.001, 0.001, 0], - [0.001, 0, 0.001], - [0.001, 0.001, 0], - [0.001, 0, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0, 0.001], - [0.001, 0, 0.001], - [0.001, 0.001, 0], - [0.001, 0, 0.001], - [0.001, 0, 0.001], - [0.001, 0.001, 0], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0, 0], - [0.001, 0.001, 0], - [0.001, 0, 0], - [0.001, 0, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0.001], - [0.001, 0.001, 0], - [0.001, 0, 0.001], - [0.001, 0.001, 0], - [0.001, 0, 0.001], - [0, 0.001, 0.001], - [0.001, 0.001, 0.001] -] -} - diff --git a/duckdb-datalake-partitioned/benchmark.sh b/duckdb-datalake-partitioned/benchmark.sh index 36b181b67..a24d2e2dd 100755 --- a/duckdb-datalake-partitioned/benchmark.sh +++ b/duckdb-datalake-partitioned/benchmark.sh @@ -8,7 +8,7 @@ export PATH=$HOME'/.duckdb/cli/latest':$PATH echo -n "Load time: " command time -f '%e' duckdb hits.db -f create.sql -echo "Data size: $(du -bcs hits*.parquet | grep total)" +echo "Data size: 14737666736" # Run the queries diff --git a/duckdb-datalake-partitioned/results/c6a.2xlarge.json b/duckdb-datalake-partitioned/results/c6a.2xlarge.json new file mode 100644 index 000000000..568619c39 --- /dev/null +++ b/duckdb-datalake-partitioned/results/c6a.2xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c6a.2xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.717, 0.027, 0.044], + [1.816, 0.069, 0.066], + [2.917, 0.124, 0.122], + [2.162, 0.119, 0.13], + [2.375, 0.511, 0.508], + [2.862, 0.849, 0.861], + [1.83, 0.107, 0.108], + [1.645, 0.068, 0.07], + [2.633, 0.731, 0.738], + [4.697, 0.933, 0.944], + [3.021, 0.222, 0.217], + [4.05, 0.254, 0.243], + [2.755, 0.847, 0.852], + [4.24, 1.308, 1.302], + [3.759, 0.926, 0.929], + [2.47, 0.607, 0.637], + [4.537, 1.636, 1.651], + [4.217, 1.288, 1.313], + [6.909, 3.07, 3.088], + [1.643, 0.061, 0.057], + [5.878, 1.65, 1.673], + [6.988, 1.58, 1.54], + [12.341, 3.217, 3.355], + [9.923, 1.176, 1.257], + [1.346, 0.241, 0.274], + [2.323, 0.517, 0.521], + [1.142, 0.207, 0.165], + [6.565, 1.399, 1.406], + [21.264, 18.525, 18.486], + [1.821, 0.385, 0.374], + [6.651, 0.926, 0.936], + [7.382, 1.052, 1.077], + [8.032, 3.178, 3.352], + [7.619, 3.483, 3.428], + [7.713, 3.436, 3.471], + [2.818, 1.073, 1.153], + [0.735, 0.134, 0.187], + [0.661, 0.11, 0.126], + [0.688, 0.093, 0.126], + [0.955, 0.248, 0.345], + [0.734, 0.059, 0.06], + [0.645, 0.053, 0.051], + [0.629, 0.052, 0.066] +] +} + diff --git a/duckdb-datalake-partitioned/results/c6a.4xlarge.json b/duckdb-datalake-partitioned/results/c6a.4xlarge.json index b58995a31..94cd0393f 100644 --- a/duckdb-datalake-partitioned/results/c6a.4xlarge.json +++ b/duckdb-datalake-partitioned/results/c6a.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "DuckDB (data lake, partitioned)", - "date": "2025-07-10", + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.089, 0.002, 0.002], - [0.077, 0.016, 0.015], - [0.161, 0.057, 0.056], - [0.481, 0.053, 0.053], - [1.232, 0.313, 0.307], - [0.955, 0.427, 0.415], - [0.082, 0.027, 0.028], - [0.086, 0.017, 0.017], - [0.835, 0.409, 0.415], - [1.172, 0.512, 0.51], - [0.563, 0.097, 0.091], - [1.011, 0.112, 0.107], - [1.414, 0.421, 0.419], - [2.564, 0.701, 0.705], - [1.007, 0.456, 0.47], - [0.639, 0.377, 0.383], - [2.564, 0.912, 0.935], - [2.328, 0.708, 0.719], - [4.781, 1.647, 1.646], - [0.124, 0.019, 0.018], - [10.015, 0.683, 0.68], - [11.217, 0.618, 0.612], - [19.567, 1.301, 1.301], - [3.791, 0.752, 0.843], - [0.193, 0.086, 0.089], - [1.037, 0.218, 0.216], - [0.159, 0.068, 0.066], - [9.965, 0.566, 0.57], - [9.779, 9.531, 9.567], - [0.139, 0.05, 0.374], - [2.422, 0.463, 0.477], - [6.21, 0.574, 0.585], - [5.599, 1.909, 1.914], - [10.052, 2.076, 2.075], - [10.074, 2.137, 2.136], - [0.686, 0.538, 0.55], - [0.173, 0.083, 0.086], - [0.12, 0.063, 0.062], - [0.123, 0.035, 0.03], - [0.333, 0.183, 0.136], - [0.085, 0.019, 0.018], - [0.08, 0.019, 0.018], - [0.077, 0.02, 0.023] + [1.223, 0.03, 0.02], + [2.346, 0.074, 0.053], + [2.482, 0.093, 0.102], + [2.315, 0.08, 0.102], + [1.533, 0.311, 0.311], + [1.67, 0.503, 0.507], + [1.221, 0.067, 0.072], + [0.883, 0.062, 0.057], + [1.392, 0.443, 0.444], + [2.506, 0.559, 0.576], + [1.632, 0.135, 0.134], + [2.119, 0.153, 0.147], + [1.505, 0.521, 0.52], + [2.44, 0.851, 0.872], + [2.064, 0.565, 0.563], + [1.394, 0.407, 0.403], + [2.526, 1.003, 1.004], + [2.277, 0.757, 0.789], + [3.83, 1.808, 1.824], + [0.882, 0.057, 0.059], + [3.115, 0.898, 0.862], + [3.601, 0.823, 0.822], + [6.483, 1.705, 1.788], + [6.762, 0.561, 0.857], + [0.717, 0.196, 0.131], + [1.229, 0.284, 0.285], + [0.662, 0.106, 0.107], + [3.373, 0.748, 0.749], + [11.087, 9.56, 9.617], + [1.025, 0.129, 0.084], + [3.975, 0.543, 0.548], + [3.846, 0.647, 0.646], + [4.373, 1.853, 1.896], + [4.228, 2.185, 2.193], + [4.262, 2.23, 2.243], + [1.51, 0.619, 0.685], + [0.512, 0.129, 0.143], + [0.488, 0.112, 0.124], + [0.496, 0.071, 0.12], + [0.772, 0.316, 0.311], + [0.471, 0.057, 0.057], + [0.486, 0.053, 0.052], + [0.423, 0.062, 0.059] ] -} \ No newline at end of file +} + diff --git a/duckdb-datalake-partitioned/results/c6a.metal.json b/duckdb-datalake-partitioned/results/c6a.metal.json new file mode 100644 index 000000000..21ff9146a --- /dev/null +++ b/duckdb-datalake-partitioned/results/c6a.metal.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c6a.metal", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.302, 0.024, 0.023], + [0.475, 0.056, 0.058], + [0.633, 0.067, 0.068], + [5.318, 0.092, 0.067], + [0.708, 0.125, 0.124], + [0.761, 0.165, 0.182], + [5.358, 0.059, 0.078], + [0.588, 0.063, 0.061], + [0.727, 0.151, 0.145], + [0.781, 0.18, 0.177], + [0.579, 0.094, 0.089], + [0.709, 0.086, 0.094], + [0.656, 0.174, 0.186], + [0.84, 0.247, 0.241], + [0.711, 0.186, 0.177], + [0.864, 0.145, 0.142], + [0.982, 0.308, 0.325], + [1.046, 0.298, 0.294], + [1.249, 0.395, 0.371], + [0.55, 0.061, 0.057], + [1.746, 0.241, 0.23], + [1.233, 0.205, 0.201], + [2.004, 0.357, 0.355], + [4.978, 0.329, 0.325], + [0.575, 0.138, 0.113], + [0.665, 0.11, 0.114], + [0.685, 0.086, 0.083], + [1.767, 0.207, 0.218], + [2.422, 1.623, 1.603], + [5.368, 0.078, 0.094], + [0.857, 0.164, 0.166], + [0.889, 0.216, 0.191], + [1.304, 0.534, 0.526], + [1.849, 0.519, 0.545], + [1.432, 0.541, 0.546], + [0.793, 0.181, 0.168], + [0.539, 0.126, 0.127], + [0.467, 0.112, 0.106], + [0.54, 0.071, 0.074], + [0.867, 0.226, 0.215], + [0.446, 0.066, 0.059], + [0.465, 0.067, 0.065], + [0.385, 0.06, 0.06] +] +} + diff --git a/duckdb-datalake-partitioned/results/c6a.xlarge.json b/duckdb-datalake-partitioned/results/c6a.xlarge.json new file mode 100644 index 000000000..196d18bf1 --- /dev/null +++ b/duckdb-datalake-partitioned/results/c6a.xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c6a.xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [1.195, 0.025, 0.043], + [3.358, 0.096, 0.119], + [5.641, 0.221, 0.221], + [3.87, 0.222, 0.193], + [4.637, 0.97, 0.952], + [5.298, 1.575, 1.589], + [3.536, 0.183, 0.187], + [3.218, 0.105, 0.099], + [4.836, 1.335, 1.331], + [9.021, 1.748, 1.805], + [5.932, 0.373, 0.373], + [7.881, 0.44, 0.436], + [5.369, 1.589, 1.595], + [8.156, 2.381, 2.408], + [7.216, 1.716, 1.724], + [4.699, 1.091, 1.086], + [8.85, 3.12, 3.129], + [8.097, 2.419, 2.467], + [13.354, 6.058, 6.148], + [3.179, 0.07, 0.068], + [11.466, 3.208, 3.223], + [13.609, 3.009, 2.975], + [24.353, 6.389, 6.4], + [19.903, 1.256, 1.592], + [2.29, 0.433, 0.346], + [4.644, 0.993, 1], + [2.057, 0.286, 0.293], + [12.888, 2.726, 2.809], + [41.812, 36.575, 36.481], + [5.409, 0.298, 0.636], + [14.968, 1.738, 1.747], + [15.626, 1.983, 2.027], + [16.643, 15.9, 15.816], + [15.678, 13.749, 13.501], + [14.945, 13.531, 13.546], + [5.628, 2.027, 2.096], + [1.425, 0.152, 0.15], + [1.325, 0.109, 0.168], + [1.365, 0.122, 0.17], + [1.645, 0.363, 0.217], + [1.333, 0.056, 0.055], + [1.34, 0.058, 0.056], + [1.353, 0.073, 0.076] +] +} + diff --git a/duckdb-datalake-partitioned/results/c7a.metal-48xl.json b/duckdb-datalake-partitioned/results/c7a.metal-48xl.json new file mode 100644 index 000000000..1df3f2825 --- /dev/null +++ b/duckdb-datalake-partitioned/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.33, 0.027, 0.027], + [0.654, 0.06, 0.063], + [0.599, 0.062, 0.067], + [0.608, 0.067, 0.059], + [0.786, 0.104, 0.103], + [0.942, 0.157, 0.158], + [0.71, 0.083, 0.055], + [0.693, 0.063, 0.065], + [0.789, 0.122, 0.118], + [0.735, 0.135, 0.135], + [0.687, 0.084, 0.074], + [0.813, 0.087, 0.086], + [0.72, 0.155, 0.153], + [0.844, 0.199, 0.197], + [0.93, 0.156, 0.157], + [0.863, 0.105, 0.126], + [0.959, 0.274, 0.255], + [1.006, 0.281, 0.272], + [1.169, 0.313, 0.289], + [0.64, 0.059, 0.061], + [1.414, 0.219, 0.21], + [1.769, 0.174, 0.171], + [1.809, 0.345, 0.276], + [9.132, 0.327, 0.302], + [0.636, 0.158, 0.106], + [0.801, 0.096, 0.094], + [0.464, 0.083, 0.083], + [1.264, 0.184, 0.19], + [2.094, 1.154, 1.12], + [0.717, 0.072, 0.073], + [0.877, 0.146, 0.143], + [0.849, 0.156, 0.152], + [5.907, 0.463, 0.456], + [1.615, 0.436, 0.447], + [1.717, 0.454, 0.437], + [0.694, 0.129, 0.126], + [0.57, 0.114, 0.117], + [0.504, 0.101, 0.095], + [0.546, 0.073, 0.072], + [0.833, 0.205, 0.213], + [0.481, 0.065, 0.058], + [0.526, 0.07, 0.06], + [0.462, 0.054, 0.057] +] +} + diff --git a/duckdb-datalake-partitioned/results/c8g.4xlarge.json b/duckdb-datalake-partitioned/results/c8g.4xlarge.json new file mode 100644 index 000000000..28848cf06 --- /dev/null +++ b/duckdb-datalake-partitioned/results/c8g.4xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c8g.4xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.423, 0.025, 0.026], + [0.914, 0.049, 0.044], + [1.609, 0.096, 0.073], + [1.151, 0.063, 0.063], + [1.334, 0.181, 0.185], + [1.462, 0.283, 0.283], + [0.975, 0.053, 0.047], + [0.935, 0.045, 0.052], + [1.323, 0.246, 0.242], + [2.373, 0.315, 0.318], + [1.592, 0.086, 0.09], + [2.06, 0.121, 0.12], + [1.447, 0.294, 0.293], + [2.185, 0.443, 0.449], + [1.919, 0.332, 0.316], + [1.304, 0.216, 0.207], + [2.285, 0.509, 0.512], + [2.21, 0.426, 0.443], + [3.312, 0.881, 0.897], + [0.948, 0.049, 0.047], + [3.116, 0.641, 0.647], + [3.694, 0.579, 0.581], + [6.379, 1.079, 1.097], + [6.587, 0.341, 0.339], + [0.782, 0.097, 0.099], + [1.299, 0.171, 0.169], + [0.667, 0.078, 0.078], + [3.495, 0.522, 0.519], + [6.96, 4.779, 4.799], + [1.033, 0.086, 0.086], + [3.471, 0.311, 0.31], + [3.985, 0.335, 0.332], + [3.703, 0.784, 0.819], + [3.615, 1.091, 1.116], + [3.649, 1.121, 1.152], + [1.347, 0.312, 0.317], + [0.525, 0.108, 0.109], + [0.474, 0.091, 0.089], + [0.479, 0.072, 0.069], + [0.739, 0.18, 0.182], + [0.469, 0.064, 0.049], + [0.48, 0.047, 0.047], + [0.431, 0.048, 0.051] +] +} + diff --git a/duckdb-datalake-partitioned/results/c8g.metal-48xl.json b/duckdb-datalake-partitioned/results/c8g.metal-48xl.json new file mode 100644 index 000000000..002b2628e --- /dev/null +++ b/duckdb-datalake-partitioned/results/c8g.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, partitioned)", + "date": "2025-10-26", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.328, 0.024, 0.024], + [0.642, 0.056, 0.051], + [0.703, 0.061, 0.054], + [0.752, 0.058, 0.053], + [0.753, 0.091, 0.089], + [0.855, 0.184, 0.154], + [0.708, 0.048, 0.052], + [0.603, 0.053, 0.048], + [0.753, 0.105, 0.102], + [0.851, 0.126, 0.119], + [0.738, 0.071, 0.067], + [0.809, 0.076, 0.073], + [0.871, 0.131, 0.129], + [0.961, 0.173, 0.176], + [0.84, 0.141, 0.134], + [0.751, 0.097, 0.096], + [0.916, 0.175, 0.172], + [0.934, 0.237, 0.205], + [1.024, 0.238, 0.236], + [0.628, 0.048, 0.056], + [1.566, 0.195, 0.193], + [1.318, 0.167, 0.157], + [1.947, 0.239, 0.578], + [4.095, 0.485, 0.297], + [0.699, 0.153, 0.126], + [0.792, 0.082, 0.083], + [0.648, 0.109, 0.075], + [1.279, 0.176, 0.167], + [1.663, 0.933, 0.934], + [0.7, 0.067, 0.059], + [0.972, 0.117, 0.121], + [1.088, 0.137, 0.131], + [1.35, 0.468, 0.388], + [1.576, 0.381, 0.402], + [1.334, 0.365, 0.412], + [0.733, 0.115, 0.105], + [0.55, 0.117, 0.116], + [0.484, 0.095, 0.092], + [0.515, 0.078, 0.067], + [0.807, 0.193, 0.193], + [0.593, 0.058, 0.056], + [0.439, 0.055, 0.055], + [0.416, 0.052, 0.058] +] +} + diff --git a/duckdb-datalake/benchmark.sh b/duckdb-datalake/benchmark.sh index 36b181b67..c0c96825c 100755 --- a/duckdb-datalake/benchmark.sh +++ b/duckdb-datalake/benchmark.sh @@ -8,7 +8,7 @@ export PATH=$HOME'/.duckdb/cli/latest':$PATH echo -n "Load time: " command time -f '%e' duckdb hits.db -f create.sql -echo "Data size: $(du -bcs hits*.parquet | grep total)" +echo "Data size: 14779976446" # Run the queries diff --git a/duckdb-datalake/results/c6a.2xlarge.json b/duckdb-datalake/results/c6a.2xlarge.json new file mode 100644 index 000000000..d2fef16f6 --- /dev/null +++ b/duckdb-datalake/results/c6a.2xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c6a.2xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.17, 0.051, 0.048], + [1.08, 0.08, 0.082], + [1.692, 0.13, 0.123], + [1.365, 0.124, 0.125], + [1.467, 0.503, 0.498], + [1.891, 0.877, 0.898], + [0.943, 0.115, 0.114], + [0.862, 0.083, 0.087], + [1.634, 0.665, 0.662], + [3.108, 0.878, 0.886], + [1.833, 0.221, 0.232], + [2.537, 0.271, 0.266], + [1.91, 0.869, 0.875], + [3.099, 1.299, 1.307], + [2.645, 0.958, 0.942], + [1.517, 0.573, 0.576], + [3.378, 1.576, 1.588], + [2.981, 1.251, 1.338], + [5.536, 2.943, 2.958], + [0.934, 0.051, 0.051], + [5.205, 1.685, 1.683], + [5.964, 1.589, 1.542], + [11.142, 3.515, 3.424], + [4.532, 1.14, 0.871], + [0.788, 0.219, 0.214], + [1.499, 0.528, 0.529], + [0.791, 0.2, 0.196], + [5.586, 1.432, 1.438], + [21.163, 19.128, 18.987], + [0.943, 0.271, 0.264], + [4.689, 0.942, 0.941], + [5.391, 1.04, 1.096], + [6.521, 3.197, 3.24], + [6.82, 3.323, 3.335], + [6.887, 3.473, 3.503], + [1.641, 0.783, 0.8], + [0.585, 0.142, 0.129], + [0.432, 0.127, 0.137], + [0.526, 0.096, 0.175], + [0.914, 0.335, 0.257], + [0.397, 0.061, 0.055], + [0.393, 0.057, 0.061], + [0.367, 0.074, 0.078] +] +} + diff --git a/duckdb-datalake/results/c6a.4xlarge.json b/duckdb-datalake/results/c6a.4xlarge.json index 426907193..bd0a5c08a 100644 --- a/duckdb-datalake/results/c6a.4xlarge.json +++ b/duckdb-datalake/results/c6a.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "DuckDB (data lake, single)", - "date": "2025-07-10", + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["C++","column-oriented","embedded","stateless"], + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], "load_time": 0, - "data_size": 14737666736, + "data_size": 14779976446, "result": [ - [0.089, 0.002, 0.002], - [0.077, 0.016, 0.015], - [0.161, 0.057, 0.056], - [0.481, 0.053, 0.053], - [1.232, 0.313, 0.307], - [0.955, 0.427, 0.415], - [0.082, 0.027, 0.028], - [0.086, 0.017, 0.017], - [0.835, 0.409, 0.415], - [1.172, 0.512, 0.51], - [0.563, 0.097, 0.091], - [1.011, 0.112, 0.107], - [1.414, 0.421, 0.419], - [2.564, 0.701, 0.705], - [1.007, 0.456, 0.47], - [0.639, 0.377, 0.383], - [2.564, 0.912, 0.935], - [2.328, 0.708, 0.719], - [4.781, 1.647, 1.646], - [0.124, 0.019, 0.018], - [10.015, 0.683, 0.68], - [11.217, 0.618, 0.612], - [19.567, 1.301, 1.301], - [3.791, 0.752, 0.843], - [0.193, 0.086, 0.089], - [1.037, 0.218, 0.216], - [0.159, 0.068, 0.066], - [9.965, 0.566, 0.57], - [9.779, 9.531, 9.567], - [0.139, 0.05, 0.374], - [2.422, 0.463, 0.477], - [6.21, 0.574, 0.585], - [5.599, 1.909, 1.914], - [10.052, 2.076, 2.075], - [10.074, 2.137, 2.136], - [0.686, 0.538, 0.55], - [0.173, 0.083, 0.086], - [0.12, 0.063, 0.062], - [0.123, 0.035, 0.03], - [0.333, 0.183, 0.136], - [0.085, 0.019, 0.018], - [0.08, 0.019, 0.018], - [0.077, 0.02, 0.023] + [0.197, 0.046, 0.048], + [1.406, 0.07, 0.066], + [1.395, 0.093, 0.074], + [1.691, 0.101, 0.094], + [0.898, 0.319, 0.303], + [1.4, 0.541, 0.538], + [0.736, 0.063, 0.076], + [0.562, 0.073, 0.071], + [1.025, 0.418, 0.436], + [1.768, 0.539, 0.518], + [1.076, 0.138, 0.129], + [1.449, 0.153, 0.168], + [1.158, 0.535, 0.534], + [1.867, 0.851, 0.846], + [1.555, 0.583, 0.586], + [0.966, 0.385, 0.365], + [2.016, 0.995, 0.97], + [1.801, 0.757, 0.757], + [3.193, 1.769, 1.815], + [0.557, 0.07, 0.063], + [2.916, 0.914, 0.919], + [3.214, 0.844, 0.835], + [5.897, 1.751, 1.764], + [4.058, 0.806, 0.478], + [0.567, 0.156, 0.158], + [0.863, 0.296, 0.289], + [0.523, 0.139, 0.142], + [3.022, 0.787, 0.789], + [11.169, 9.853, 9.792], + [0.614, 0.073, 0.563], + [2.518, 0.554, 0.543], + [2.935, 0.642, 0.655], + [3.693, 1.84, 1.903], + [3.956, 2.154, 2.16], + [4.095, 2.259, 2.24], + [1.028, 0.472, 0.472], + [0.601, 0.14, 0.143], + [0.459, 0.123, 0.172], + [0.553, 0.085, 0.084], + [0.923, 0.258, 0.253], + [0.429, 0.053, 0.052], + [0.466, 0.054, 0.057], + [0.38, 0.07, 0.063] ] -} \ No newline at end of file +} + diff --git a/duckdb-datalake/results/c6a.metal.json b/duckdb-datalake/results/c6a.metal.json new file mode 100644 index 000000000..543d2fa94 --- /dev/null +++ b/duckdb-datalake/results/c6a.metal.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c6a.metal", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.193, 0.058, 0.045], + [0.745, 0.091, 0.062], + [0.697, 0.071, 0.079], + [0.463, 0.069, 0.057], + [0.58, 0.15, 0.116], + [0.736, 0.219, 0.215], + [0.37, 0.075, 0.048], + [0.433, 0.083, 0.069], + [0.663, 0.171, 0.148], + [0.765, 0.173, 0.165], + [0.484, 0.109, 0.084], + [0.544, 0.087, 0.083], + [0.677, 0.196, 0.184], + [0.827, 0.261, 0.242], + [0.737, 0.251, 0.19], + [0.63, 0.137, 0.132], + [0.989, 0.308, 0.295], + [1.009, 0.338, 0.274], + [1.276, 0.415, 0.423], + [0.481, 0.06, 0.067], + [1.386, 0.257, 0.227], + [1.18, 0.2, 0.208], + [1.919, 0.515, 0.369], + [5.215, 0.466, 0.373], + [0.744, 0.124, 0.128], + [0.6, 0.118, 0.119], + [0.767, 0.092, 0.093], + [1.212, 0.207, 0.212], + [2.388, 1.631, 1.568], + [0.436, 0.069, 0.061], + [0.811, 0.203, 0.165], + [1.06, 0.195, 0.186], + [1.198, 0.477, 0.5], + [1.436, 0.546, 0.604], + [1.454, 0.58, 0.547], + [0.827, 0.156, 0.151], + [0.565, 0.14, 0.148], + [0.407, 0.121, 0.12], + [0.516, 0.081, 0.087], + [0.893, 0.241, 0.252], + [0.392, 0.067, 0.083], + [0.403, 0.066, 0.064], + [0.389, 0.063, 0.064] +] +} + diff --git a/duckdb-datalake/results/c6a.xlarge.json b/duckdb-datalake/results/c6a.xlarge.json new file mode 100644 index 000000000..4224d9fe4 --- /dev/null +++ b/duckdb-datalake/results/c6a.xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c6a.xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.259, 0.047, 0.05], + [1.529, 0.095, 0.111], + [3.092, 0.199, 0.194], + [1.946, 0.195, 0.196], + [2.533, 0.903, 0.911], + [3.47, 1.631, 1.656], + [1.64, 0.157, 0.177], + [1.541, 0.119, 0.119], + [2.961, 1.227, 1.21], + [5.98, 1.617, 1.639], + [3.419, 0.383, 0.378], + [4.768, 0.448, 0.447], + [3.46, 1.614, 1.608], + [5.689, 2.387, 2.413], + [4.929, 1.779, 1.789], + [2.669, 1.029, 1.047], + [6.333, 3.096, 3.055], + [5.767, 2.39, 2.396], + [10.619, 6.121, 6.058], + [1.661, 0.056, 0.058], + [10.098, 3.292, 3.3], + [11.617, 3.069, 3.037], + [21.949, 6.525, 6.465], + [8.539, 1.674, 1.412], + [1.282, 0.383, 0.377], + [2.804, 1.005, 1.012], + [1.215, 0.335, 0.343], + [10.79, 2.788, 2.862], + [41.899, 37.665, 37.674], + [2.196, 0.327, 0.413], + [10.667, 1.785, 1.8], + [11.993, 1.972, 1.986], + [13.376, 13.013, 13.237], + [13.716, 11.733, 12.196], + [13.598, 12.796, 12.983], + [3.076, 1.464, 1.501], + [0.667, 0.147, 0.204], + [0.477, 0.151, 0.138], + [0.538, 0.087, 0.197], + [0.947, 0.351, 0.392], + [0.497, 0.074, 0.064], + [0.449, 0.054, 0.062], + [0.387, 0.083, 0.073] +] +} + diff --git a/duckdb-datalake/results/c7a.metal-48xl.json b/duckdb-datalake/results/c7a.metal-48xl.json new file mode 100644 index 000000000..bc28acd66 --- /dev/null +++ b/duckdb-datalake/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.191, 0.035, 0.026], + [0.483, 0.068, 0.06], + [0.488, 0.057, 0.051], + [0.51, 0.065, 0.051], + [0.64, 0.115, 0.146], + [0.675, 0.207, 0.183], + [0.421, 0.063, 0.049], + [0.456, 0.073, 0.058], + [0.571, 0.126, 0.124], + [0.68, 0.134, 0.129], + [0.468, 0.082, 0.073], + [0.585, 0.081, 0.073], + [0.657, 0.173, 0.167], + [0.784, 0.236, 0.208], + [0.657, 0.18, 0.176], + [1.184, 0.114, 0.113], + [1.014, 0.219, 0.197], + [0.988, 0.217, 0.205], + [1.067, 0.362, 0.316], + [0.493, 0.086, 0.057], + [1.091, 0.212, 0.208], + [1.147, 0.173, 0.171], + [1.616, 0.301, 0.308], + [4.341, 0.426, 0.387], + [0.759, 0.106, 0.118], + [0.489, 0.1, 0.092], + [0.625, 0.091, 0.105], + [1.203, 0.19, 0.194], + [2.299, 1.114, 1.142], + [0.469, 0.095, 0.062], + [0.71, 0.15, 0.142], + [0.893, 0.16, 0.153], + [1.22, 0.449, 0.43], + [1.373, 0.468, 0.399], + [1.349, 0.433, 0.58], + [0.661, 0.119, 0.116], + [0.547, 0.133, 0.13], + [0.421, 0.114, 0.122], + [0.513, 0.083, 0.081], + [0.88, 0.242, 0.223], + [0.39, 0.067, 0.06], + [0.392, 0.067, 0.069], + [0.343, 0.067, 0.059] +] +} + diff --git a/duckdb-datalake/results/c8g.4xlarge.json b/duckdb-datalake/results/c8g.4xlarge.json new file mode 100644 index 000000000..640ad9086 --- /dev/null +++ b/duckdb-datalake/results/c8g.4xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c8g.4xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.193, 0.061, 0.052], + [0.552, 0.053, 0.058], + [0.906, 0.067, 0.057], + [0.719, 0.069, 0.068], + [0.83, 0.181, 0.19], + [0.988, 0.3, 0.297], + [0.563, 0.067, 0.056], + [0.528, 0.059, 0.058], + [0.919, 0.226, 0.221], + [1.697, 0.318, 0.318], + [1.093, 0.084, 0.108], + [1.463, 0.119, 0.11], + [1.023, 0.304, 0.298], + [1.647, 0.446, 0.429], + [1.38, 0.33, 0.327], + [0.903, 0.195, 0.196], + [1.706, 0.503, 0.497], + [1.638, 0.425, 0.472], + [2.638, 0.847, 0.854], + [0.619, 0.036, 0.05], + [2.81, 0.673, 0.679], + [3.169, 0.589, 0.585], + [5.858, 1.106, 1.083], + [4.116, 0.772, 0.404], + [0.574, 0.105, 0.105], + [0.855, 0.166, 0.168], + [0.55, 0.089, 0.085], + [2.94, 0.528, 0.53], + [6.645, 4.894, 4.926], + [0.565, 0.059, 0.063], + [2.461, 0.327, 0.327], + [3.025, 0.328, 0.352], + [2.928, 0.818, 0.779], + [3.299, 1.074, 1.1], + [3.282, 1.153, 1.156], + [0.882, 0.249, 0.252], + [0.548, 0.118, 0.127], + [0.405, 0.101, 0.101], + [0.519, 0.076, 0.076], + [0.833, 0.214, 0.207], + [0.377, 0.042, 0.041], + [0.375, 0.04, 0.065], + [0.341, 0.055, 0.053] +] +} + diff --git a/duckdb-datalake/results/c8g.metal-48xl.json b/duckdb-datalake/results/c8g.metal-48xl.json new file mode 100644 index 000000000..62eccd5ba --- /dev/null +++ b/duckdb-datalake/results/c8g.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "DuckDB (data lake, single)", + "date": "2025-10-26", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["C++","column-oriented","embedded","stateless"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.161, 0.045, 0.034], + [0.469, 0.046, 0.041], + [0.511, 0.048, 0.04], + [0.46, 0.047, 0.039], + [0.571, 0.087, 0.091], + [0.623, 0.161, 0.152], + [0.447, 0.049, 0.041], + [0.437, 0.046, 0.04], + [0.509, 0.103, 0.094], + [0.559, 0.111, 0.108], + [0.528, 0.076, 0.074], + [0.536, 0.066, 0.061], + [0.58, 0.164, 0.162], + [0.676, 0.201, 0.172], + [0.588, 0.176, 0.161], + [0.531, 0.106, 0.089], + [0.661, 0.169, 0.191], + [0.681, 0.178, 0.174], + [0.76, 0.24, 0.251], + [0.431, 0.046, 0.038], + [1.172, 0.197, 0.207], + [1.242, 0.175, 0.173], + [1.764, 0.5, 0.242], + [4.444, 0.453, 0.369], + [0.641, 0.107, 0.093], + [0.537, 0.086, 0.088], + [0.574, 0.08, 0.075], + [1.15, 0.171, 0.17], + [2.176, 0.846, 0.844], + [0.459, 0.054, 0.052], + [0.676, 0.125, 0.142], + [1.041, 0.141, 0.13], + [0.967, 0.345, 0.372], + [1.536, 0.366, 0.349], + [1.258, 0.383, 0.409], + [0.496, 0.1, 0.096], + [0.631, 0.123, 0.134], + [0.418, 0.105, 0.102], + [0.506, 0.076, 0.076], + [0.854, 0.218, 0.219], + [0.472, 0.049, 0.049], + [0.394, 0.064, 0.047], + [0.354, 0.057, 0.055] +] +} + diff --git a/duckdb-parquet-partitioned/results/c6a.2xlarge.json b/duckdb-parquet-partitioned/results/c6a.2xlarge.json index efc1351ff..6eb967fcd 100644 --- a/duckdb-parquet-partitioned/results/c6a.2xlarge.json +++ b/duckdb-parquet-partitioned/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.081, 0.002, 0.001], - [0.1, 0.036, 0.035], - [0.22, 0.099, 0.097], - [0.665, 0.085, 0.082], - [1.724, 0.479, 0.483], - [1.513, 0.811, 0.807], - [0.15, 0.079, 0.079], - [0.134, 0.037, 0.037], - [1.204, 0.695, 0.7], - [1.688, 0.893, 0.912], - [0.789, 0.187, 0.184], - [1.552, 0.222, 0.219], - [2.029, 0.818, 0.826], - [3.44, 1.263, 1.264], - [1.437, 0.902, 0.901], - [0.897, 0.571, 0.585], - [3.43, 1.606, 1.61], - [3.107, 1.255, 1.324], - [6.019, 3.031, 3.036], - [0.2, 0.021, 0.021], - [10.926, 1.64, 1.628], - [12.203, 1.529, 1.513], - [21.503, 3.197, 3.235], - [4.177, 1.006, 1.059], - [0.295, 0.17, 0.17], - [1.546, 0.488, 0.487], - [0.265, 0.134, 0.141], - [10.815, 1.384, 1.396], - [18.871, 18.472, 18.488], - [0.223, 0.287, 0.372], - [2.422, 0.9, 0.935], - [6.241, 1.016, 1.044], - [6.043, 3.008, 3.141], - [10.176, 3.287, 3.26], - [10.211, 3.333, 3.378], - [1.227, 1.041, 1.051], - [0.182, 0.103, 0.099], - [0.132, 0.08, 0.079], - [0.125, 0.049, 0.047], - [0.359, 0.24, 0.203], - [0.089, 0.022, 0.018], - [0.078, 0.019, 0.02], - [0.084, 0.034, 0.036] + [0.09, 0.002, 0.001], + [0.1, 0.037, 0.036], + [0.224, 0.101, 0.1], + [0.699, 0.087, 0.085], + [1.805, 0.487, 0.486], + [1.657, 0.837, 0.845], + [0.151, 0.083, 0.081], + [0.134, 0.038, 0.039], + [1.276, 0.715, 0.718], + [1.764, 0.912, 0.937], + [0.827, 0.191, 0.188], + [1.618, 0.229, 0.223], + [2.1, 0.84, 0.843], + [3.445, 1.289, 1.296], + [1.513, 0.924, 0.924], + [0.951, 0.582, 0.598], + [3.555, 1.626, 1.642], + [3.18, 1.3, 1.318], + [6.432, 3.155, 3.194], + [0.188, 0.022, 0.022], + [10.958, 1.667, 1.658], + [12.135, 1.578, 1.558], + [21.379, 3.264, 3.403], + [4.826, 0.671, 1.021], + [0.302, 0.173, 0.178], + [1.569, 0.499, 0.495], + [0.266, 0.135, 0.144], + [10.929, 1.411, 1.421], + [19.138, 18.69, 18.91], + [0.228, 0.684, 0.479], + [2.436, 0.92, 0.983], + [6.237, 1.025, 1.076], + [6.149, 3.156, 3.295], + [10.211, 3.384, 3.378], + [10.22, 3.525, 3.584], + [1.292, 1.072, 1.079], + [0.185, 0.105, 0.099], + [0.145, 0.082, 0.137], + [0.128, 0.058, 0.047], + [0.376, 0.211, 0.268], + [0.093, 0.019, 0.023], + [0.086, 0.019, 0.02], + [0.091, 0.033, 0.034] ] } diff --git a/duckdb-parquet-partitioned/results/c6a.4xlarge.json b/duckdb-parquet-partitioned/results/c6a.4xlarge.json index 0cff63be0..742ecab20 100644 --- a/duckdb-parquet-partitioned/results/c6a.4xlarge.json +++ b/duckdb-parquet-partitioned/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.225, 0.001, 0.001], - [0.218, 0.021, 0.02], - [0.353, 0.052, 0.053], - [0.821, 0.049, 0.046], - [1.445, 0.287, 0.286], - [1.771, 0.478, 0.476], - [0.261, 0.043, 0.042], - [0.07, 0.022, 0.021], - [1.027, 0.407, 0.408], - [1.715, 0.518, 0.528], - [0.765, 0.107, 0.104], - [1.564, 0.125, 0.122], - [1.824, 0.492, 0.501], - [2.937, 0.84, 0.823], - [1.28, 0.55, 0.537], - [0.786, 0.375, 0.378], - [3.136, 0.961, 0.979], - [2.681, 0.757, 0.747], - [5.54, 1.843, 1.854], - [0.133, 0.021, 0.02], - [11.074, 0.849, 0.847], - [11.849, 0.815, 0.798], - [22.489, 1.76, 1.768], - [4.353, 0.808, 0.792], - [0.275, 0.111, 0.113], - [1.378, 0.253, 0.259], - [0.326, 0.081, 0.077], - [10.898, 0.718, 0.734], - [12.059, 9.546, 9.525], - [0.263, 0.165, 0.056], - [3.045, 0.52, 0.554], - [7.638, 0.612, 0.651], - [6.084, 1.824, 1.837], - [10.725, 2.185, 2.17], - [10.731, 2.222, 2.239], - [0.73, 0.6, 0.617], - [0.156, 0.107, 0.099], - [0.121, 0.082, 0.079], - [0.109, 0.049, 0.047], - [0.357, 0.183, 0.214], - [0.212, 0.019, 0.02], - [0.067, 0.019, 0.019], - [0.079, 0.034, 0.032] + [0.081, 0.002, 0.002], + [0.063, 0.021, 0.02], + [0.124, 0.053, 0.052], + [0.518, 0.048, 0.046], + [1.294, 0.279, 0.279], + [1.182, 0.485, 0.476], + [0.093, 0.042, 0.042], + [0.089, 0.023, 0.021], + [0.889, 0.414, 0.414], + [1.259, 0.516, 0.534], + [0.589, 0.106, 0.101], + [1.084, 0.121, 0.121], + [1.486, 0.492, 0.495], + [2.732, 0.826, 0.821], + [1.063, 0.535, 0.543], + [0.664, 0.38, 0.377], + [2.726, 0.972, 0.978], + [2.478, 0.74, 0.771], + [5.053, 1.796, 1.813], + [0.138, 0.022, 0.02], + [10.48, 0.861, 0.861], + [11.683, 0.811, 0.851], + [20.737, 1.713, 1.689], + [3.935, 1.063, 0.415], + [0.211, 0.104, 0.111], + [1.091, 0.262, 0.254], + [0.166, 0.086, 0.08], + [10.333, 0.721, 0.76], + [9.846, 9.486, 9.541], + [0.142, 0.267, 0.055], + [2.561, 0.524, 0.52], + [6.5, 0.615, 0.629], + [5.706, 1.806, 1.877], + [10.531, 2.158, 2.174], + [10.469, 2.224, 2.225], + [0.735, 0.583, 0.592], + [0.177, 0.105, 0.102], + [0.13, 0.081, 0.08], + [0.126, 0.058, 0.119], + [0.374, 0.209, 0.217], + [0.084, 0.023, 0.021], + [0.075, 0.02, 0.019], + [0.085, 0.033, 0.043] ] } diff --git a/duckdb-parquet-partitioned/results/c6a.metal.json b/duckdb-parquet-partitioned/results/c6a.metal.json index 2a063a72b..c69c37e13 100644 --- a/duckdb-parquet-partitioned/results/c6a.metal.json +++ b/duckdb-parquet-partitioned/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.144, 0.002, 0.001], - [0.078, 0.022, 0.023], - [0.143, 0.023, 0.023], - [0.648, 0.027, 0.025], - [1.299, 0.089, 0.088], - [1.559, 0.171, 0.163], - [0.084, 0.02, 0.02], - [0.112, 0.027, 0.025], - [1.106, 0.168, 0.116], - [1.728, 0.138, 0.142], - [1.083, 0.05, 0.044], - [1.332, 0.055, 0.05], - [1.662, 0.188, 0.15], - [2.72, 0.23, 0.207], - [1.364, 0.207, 0.2], - [0.985, 0.104, 0.098], - [2.843, 0.41, 0.278], - [2.429, 0.288, 0.382], - [4.339, 0.364, 0.349], - [0.177, 0.024, 0.024], - [10.225, 0.211, 0.196], - [11.663, 0.26, 0.194], - [20.219, 0.884, 0.393], - [5.853, 1.424, 0.29], - [0.434, 0.369, 0.078], - [1.618, 0.078, 0.067], - [0.587, 0.43, 0.058], - [10.327, 0.173, 0.167], - [9.166, 1.583, 1.667], - [0.134, 0.033, 0.03], - [2.487, 0.136, 0.132], - [6.39, 0.174, 0.159], - [4.968, 0.55, 0.469], - [9.724, 0.536, 0.509], - [9.749, 0.738, 0.506], - [0.422, 0.132, 0.132], - [0.198, 0.097, 0.1], - [0.138, 0.078, 0.078], - [0.139, 0.05, 0.051], - [0.35, 0.19, 0.187], - [0.112, 0.025, 0.022], - [0.116, 0.029, 0.028], - [0.114, 0.033, 0.032] + [0.128, 0.001, 0.002], + [0.088, 0.026, 0.023], + [0.1, 0.028, 0.025], + [0.668, 0.028, 0.024], + [1.275, 0.093, 0.094], + [1.615, 0.207, 0.184], + [0.075, 0.024, 0.02], + [0.109, 0.029, 0.027], + [1.134, 0.125, 0.122], + [1.743, 0.151, 0.143], + [1.11, 0.056, 0.046], + [1.329, 0.057, 0.048], + [1.653, 0.186, 0.172], + [2.754, 0.239, 0.223], + [1.287, 0.207, 0.184], + [1.028, 0.112, 0.1], + [2.871, 0.379, 0.236], + [2.535, 0.237, 0.287], + [4.436, 0.382, 0.365], + [0.131, 0.024, 0.023], + [10.269, 0.217, 0.211], + [11.681, 0.216, 0.155], + [20.05, 0.749, 0.551], + [4.481, 2.559, 0.28], + [0.475, 0.654, 0.08], + [1.583, 0.079, 0.073], + [0.564, 0.094, 0.061], + [10.324, 0.198, 0.174], + [9.167, 1.588, 1.793], + [0.099, 0.031, 0.03], + [2.497, 0.156, 0.133], + [6.363, 0.183, 0.166], + [4.902, 0.463, 0.488], + [9.865, 0.713, 0.493], + [9.891, 0.715, 0.497], + [0.399, 0.186, 0.138], + [0.186, 0.1, 0.103], + [0.135, 0.079, 0.078], + [0.136, 0.048, 0.049], + [0.316, 0.195, 0.196], + [0.111, 0.025, 0.027], + [0.095, 0.027, 0.031], + [0.12, 0.033, 0.031] ] } diff --git a/duckdb-parquet-partitioned/results/c6a.xlarge.json b/duckdb-parquet-partitioned/results/c6a.xlarge.json index 80fee7717..a35f3b43c 100644 --- a/duckdb-parquet-partitioned/results/c6a.xlarge.json +++ b/duckdb-parquet-partitioned/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded","stateless"], - "load_time": 0, + "load_time": 1, "data_size": 14737666736, "result": [ - [0.109, 0.002, 0.001], - [0.165, 0.067, 0.067], - [0.406, 0.193, 0.192], - [0.778, 0.164, 0.163], - [1.924, 0.921, 0.929], - [2.016, 1.557, 1.563], - [0.278, 0.157, 0.157], - [0.225, 0.069, 0.07], - [1.738, 1.304, 1.318], - [2.34, 1.702, 1.747], - [0.958, 0.351, 0.347], - [1.545, 0.412, 0.411], - [2.234, 1.533, 1.543], - [4.191, 2.353, 2.381], - [2.305, 1.713, 1.725], - [1.474, 1.056, 1.069], - [4.38, 3.182, 3.154], - [3.731, 2.477, 2.528], - [8.256, 6.112, 6.179], - [0.372, 0.035, 0.034], - [11.441, 3.226, 3.214], - [11.211, 2.961, 2.968], - [19.504, 6.391, 6.48], - [4.116, 1.773, 1.755], - [0.543, 0.329, 0.31], - [1.332, 0.961, 0.955], - [0.47, 0.253, 0.254], - [9.556, 2.727, 2.792], - [37.293, 36.48, 36.577], - [0.407, 0.295, 0.385], - [2.76, 1.703, 1.72], - [6.361, 1.922, 1.989], - [8.173, 7.478, 7.658], - [10.694, 8.93, 8.485], - [10.625, 8.928, 8.83], - [2.326, 2.013, 2.047], - [0.189, 0.116, 0.119], - [0.151, 0.085, 0.099], - [0.146, 0.095, 0.138], - [0.378, 0.249, 0.209], - [0.132, 0.021, 0.021], - [0.125, 0.023, 0.022], - [0.131, 0.039, 0.035] + [0.113, 0.001, 0.001], + [0.187, 0.068, 0.067], + [0.428, 0.193, 0.193], + [0.723, 0.163, 0.16], + [1.808, 0.927, 0.934], + [2.015, 1.532, 1.539], + [0.281, 0.157, 0.158], + [0.224, 0.07, 0.07], + [1.743, 1.301, 1.319], + [2.324, 1.702, 1.726], + [0.885, 0.346, 0.343], + [1.376, 0.415, 0.41], + [2.024, 1.533, 1.561], + [4.003, 2.371, 2.368], + [2.297, 1.696, 1.701], + [1.471, 1.051, 1.064], + [4.169, 3.13, 3.145], + [3.555, 2.477, 2.517], + [7.965, 6.061, 6.088], + [0.377, 0.036, 0.033], + [11.564, 3.218, 3.222], + [13.022, 2.963, 2.974], + [20.639, 6.411, 6.273], + [3.74, 1.437, 1.315], + [0.565, 0.321, 0.319], + [1.323, 0.955, 0.95], + [0.47, 0.257, 0.253], + [9.558, 2.722, 2.782], + [37.29, 36.426, 36.445], + [0.414, 0.29, 0.368], + [2.743, 1.707, 1.718], + [6.367, 1.921, 1.942], + [8.083, 7.511, 7.536], + [10.513, 8.834, 8.484], + [10.646, 8.893, 8.85], + [2.309, 1.976, 1.987], + [0.196, 0.098, 0.125], + [0.147, 0.083, 0.135], + [0.148, 0.054, 0.054], + [0.39, 0.19, 0.226], + [0.14, 0.023, 0.024], + [0.13, 0.023, 0.023], + [0.136, 0.038, 0.034] ] } diff --git a/duckdb-parquet-partitioned/results/c7a.metal-48xl.json b/duckdb-parquet-partitioned/results/c7a.metal-48xl.json index 90db1a918..ef92e6e57 100644 --- a/duckdb-parquet-partitioned/results/c7a.metal-48xl.json +++ b/duckdb-parquet-partitioned/results/c7a.metal-48xl.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c7a.metal-48xl", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.172, 0.002, 0.001], - [0.11, 0.021, 0.02], - [0.165, 0.025, 0.024], - [0.573, 0.024, 0.023], - [1.276, 0.078, 0.071], - [1.623, 0.151, 0.148], - [0.102, 0.025, 0.02], - [0.103, 0.024, 0.025], - [1.023, 0.098, 0.087], - [1.723, 0.109, 0.103], - [1.098, 0.045, 0.038], - [1.308, 0.05, 0.041], - [1.61, 0.169, 0.159], - [2.687, 0.197, 0.174], - [1.282, 0.167, 0.16], - [0.984, 0.086, 0.078], - [2.75, 0.183, 0.173], - [2.532, 0.192, 0.27], - [4.291, 0.314, 0.28], - [0.174, 0.023, 0.017], - [10.182, 0.197, 0.182], - [11.63, 0.218, 0.145], - [20.461, 0.768, 0.4], - [5.024, 1.17, 0.277], - [0.685, 0.078, 0.073], - [1.578, 0.073, 0.066], - [0.622, 0.318, 0.055], - [10.282, 0.172, 0.156], - [9.102, 1.152, 1.15], - [0.138, 0.028, 0.027], - [2.415, 0.132, 0.114], - [6.321, 0.168, 0.133], - [4.872, 0.415, 0.399], - [9.723, 0.601, 0.358], - [9.815, 0.436, 0.395], - [0.385, 0.111, 0.094], - [0.24, 0.093, 0.096], - [0.125, 0.075, 0.074], - [0.189, 0.047, 0.048], - [0.315, 0.183, 0.179], - [0.454, 0.024, 0.023], - [0.101, 0.026, 0.027], - [0.105, 0.029, 0.029] + [0.134, 0.002, 0.001], + [0.078, 0.022, 0.024], + [0.123, 0.025, 0.024], + [0.519, 0.028, 0.022], + [1.188, 0.079, 0.073], + [1.446, 0.162, 0.152], + [0.088, 0.019, 0.024], + [0.097, 0.026, 0.026], + [0.71, 0.102, 0.09], + [1.566, 0.12, 0.102], + [0.925, 0.053, 0.046], + [1.189, 0.064, 0.049], + [1.5, 0.165, 0.145], + [2.507, 0.189, 0.177], + [1.11, 0.191, 0.157], + [0.747, 0.081, 0.078], + [2.667, 0.192, 0.341], + [2.209, 0.391, 0.264], + [4.018, 0.312, 0.286], + [0.166, 0.021, 0.02], + [9.949, 0.189, 0.192], + [11.462, 0.198, 0.146], + [20.037, 0.575, 0.571], + [6.136, 1.68, 0.275], + [0.208, 0.127, 0.074], + [1.517, 0.073, 0.067], + [0.47, 0.34, 0.055], + [10.252, 0.175, 0.154], + [8.824, 1.245, 1.104], + [0.128, 0.032, 0.033], + [2.332, 0.133, 0.121], + [6.178, 0.167, 0.14], + [4.661, 0.427, 0.352], + [9.971, 0.416, 0.414], + [9.792, 0.644, 0.382], + [0.368, 0.139, 0.097], + [0.193, 0.096, 0.095], + [0.135, 0.076, 0.076], + [0.146, 0.047, 0.046], + [0.332, 0.183, 0.188], + [0.12, 0.023, 0.023], + [0.105, 0.029, 0.028], + [0.114, 0.03, 0.026] ] } diff --git a/duckdb-parquet-partitioned/results/c8g.4xlarge.json b/duckdb-parquet-partitioned/results/c8g.4xlarge.json index 3a1fbf7ed..ee36c0eea 100644 --- a/duckdb-parquet-partitioned/results/c8g.4xlarge.json +++ b/duckdb-parquet-partitioned/results/c8g.4xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.045, 0.002, 0.001], + [0.12, 0.002, 0.001], [0.094, 0.013, 0.013], - [0.216, 0.052, 0.053], - [0.833, 0.035, 0.035], - [1.728, 0.155, 0.154], - [1.891, 0.264, 0.262], - [0.107, 0.024, 0.023], - [0.053, 0.014, 0.014], - [1.504, 0.224, 0.221], - [2.231, 0.295, 0.303], - [1.345, 0.064, 0.063], - [1.735, 0.077, 0.075], - [1.915, 0.272, 0.267], - [3.232, 0.433, 0.43], - [1.426, 0.299, 0.298], - [1.188, 0.19, 0.186], - [3.394, 0.522, 0.531], - [2.782, 0.42, 0.443], - [5.145, 0.905, 0.893], - [0.848, 0.011, 0.011], - [11.118, 0.637, 0.637], - [11.932, 0.58, 0.578], - [22.531, 1.103, 1.097], - [4.399, 0.802, 0.906], - [0.406, 0.07, 0.068], - [1.579, 0.145, 0.144], - [0.6, 0.05, 0.051], - [11, 0.505, 0.51], - [9.953, 4.798, 4.772], - [0.109, 0.059, 0.061], - [2.894, 0.291, 0.296], - [7.573, 0.32, 0.326], - [5.615, 0.785, 0.792], - [10.377, 1.132, 1.141], - [10.382, 1.141, 1.163], - [0.418, 0.291, 0.298], - [0.151, 0.086, 0.086], - [0.104, 0.068, 0.068], - [0.112, 0.047, 0.044], - [0.319, 0.167, 0.165], - [0.065, 0.018, 0.017], - [0.061, 0.016, 0.015], - [0.065, 0.025, 0.026] + [0.236, 0.053, 0.053], + [0.802, 0.035, 0.035], + [1.598, 0.153, 0.152], + [1.972, 0.269, 0.262], + [0.126, 0.024, 0.023], + [0.056, 0.014, 0.014], + [1.391, 0.224, 0.223], + [2.112, 0.297, 0.364], + [1.121, 0.065, 0.063], + [1.757, 0.077, 0.077], + [1.871, 0.275, 0.272], + [3.192, 0.431, 0.432], + [1.298, 0.3, 0.298], + [1.238, 0.189, 0.189], + [3.252, 0.502, 0.499], + [2.723, 0.421, 0.448], + [5.134, 0.9, 0.898], + [0.241, 0.012, 0.011], + [11.403, 0.641, 0.637], + [11.93, 0.58, 0.579], + [22.467, 1.098, 1.084], + [4.482, 0.687, 0.326], + [0.179, 0.07, 0.072], + [1.574, 0.144, 0.145], + [0.537, 0.052, 0.05], + [10.981, 0.502, 0.508], + [10.284, 4.842, 4.817], + [0.116, 0.059, 0.06], + [2.993, 0.29, 0.297], + [7.854, 0.322, 0.328], + [5.497, 0.814, 0.816], + [10.421, 1.106, 1.143], + [10.32, 1.14, 1.158], + [0.403, 0.291, 0.299], + [0.148, 0.086, 0.122], + [0.109, 0.067, 0.068], + [0.114, 0.048, 0.046], + [0.315, 0.17, 0.227], + [0.066, 0.016, 0.016], + [0.064, 0.015, 0.015], + [0.065, 0.025, 0.024] ] } diff --git a/duckdb-parquet-partitioned/results/c8g.metal-48xl.json b/duckdb-parquet-partitioned/results/c8g.metal-48xl.json index 7fb310a15..4bcaa9077 100644 --- a/duckdb-parquet-partitioned/results/c8g.metal-48xl.json +++ b/duckdb-parquet-partitioned/results/c8g.metal-48xl.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.metal-48xl", "cluster_size": 1, "proprietary": "no", @@ -9,48 +9,48 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.096, 0.001, 0.001], - [0.069, 0.017, 0.012], - [0.114, 0.018, 0.018], - [0.645, 0.018, 0.017], - [1.292, 0.092, 0.055], - [1.582, 0.14, 0.133], - [0.073, 0.013, 0.012], - [0.081, 0.015, 0.017], - [1.153, 0.076, 0.07], - [1.709, 0.089, 0.085], - [1.133, 0.036, 0.034], - [1.313, 0.038, 0.036], - [1.627, 0.137, 0.132], - [2.707, 0.263, 0.256], - [1.232, 0.141, 0.145], - [0.991, 0.08, 0.063], - [2.798, 0.235, 0.159], - [2.545, 0.255, 0.21], - [4.315, 0.231, 0.234], - [0.384, 0.015, 0.016], - [10.039, 0.179, 0.181], - [11.694, 0.199, 0.143], - [20.309, 0.654, 0.367], - [10.155, 1.002, 0.307], - [0.448, 0.394, 0.067], - [1.617, 0.06, 0.06], - [0.574, 0.598, 0.046], - [10.344, 0.146, 0.142], - [8.758, 0.982, 0.939], - [0.126, 0.023, 0.023], - [2.442, 0.136, 0.099], - [6.359, 0.144, 0.121], - [4.964, 0.341, 0.335], - [9.738, 0.505, 0.361], - [9.718, 0.472, 0.355], - [0.312, 0.077, 0.086], - [0.184, 0.092, 0.09], - [0.121, 0.069, 0.071], - [0.138, 0.048, 0.048], - [0.319, 0.173, 0.177], - [0.091, 0.017, 0.019], - [0.096, 0.02, 0.017], + [0.222, 0.002, 0.001], + [0.239, 0.013, 0.013], + [0.328, 0.017, 0.018], + [0.786, 0.019, 0.016], + [0.981, 0.099, 0.06], + [1.847, 0.131, 0.133], + [0.138, 0.014, 0.015], + [0.08, 0.018, 0.015], + [0.891, 0.083, 0.076], + [1.7, 0.095, 0.092], + [1.088, 0.037, 0.032], + [1.296, 0.038, 0.036], + [1.603, 0.134, 0.13], + [2.614, 0.147, 0.249], + [1.21, 0.14, 0.139], + [0.933, 0.069, 0.065], + [2.807, 0.259, 0.146], + [2.439, 0.241, 0.15], + [4.335, 0.238, 0.226], + [0.166, 0.013, 0.017], + [12.966, 0.179, 0.177], + [11.163, 0.155, 0.135], + [20.027, 0.944, 0.24], + [5.133, 2.263, 0.311], + [0.353, 0.398, 0.064], + [1.593, 0.06, 0.058], + [0.575, 0.936, 0.046], + [10.286, 0.155, 0.143], + [9.537, 0.964, 0.932], + [0.12, 0.022, 0.023], + [2.438, 0.116, 0.106], + [6.381, 0.14, 0.116], + [4.892, 0.374, 0.339], + [9.801, 0.496, 0.341], + [9.67, 0.489, 0.349], + [0.423, 0.08, 0.078], + [0.171, 0.091, 0.091], + [0.115, 0.07, 0.07], + [0.165, 0.051, 0.048], + [0.277, 0.179, 0.174], + [0.34, 0.018, 0.019], + [0.086, 0.017, 0.018], [0.096, 0.027, 0.027] ] } diff --git a/duckdb-parquet/results/c6a.2xlarge.json b/duckdb-parquet/results/c6a.2xlarge.json index f83fd017f..1d31dd264 100644 --- a/duckdb-parquet/results/c6a.2xlarge.json +++ b/duckdb-parquet/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.098, 0.014, 0.014], - [0.166, 0.05, 0.047], - [0.272, 0.094, 0.094], - [0.426, 0.094, 0.093], - [1.114, 0.471, 0.477], - [1.102, 0.851, 0.845], - [0.188, 0.08, 0.079], - [0.13, 0.05, 0.049], - [0.862, 0.649, 0.654], - [1.173, 0.845, 0.876], - [0.514, 0.2, 0.195], - [0.676, 0.24, 0.235], - [1.105, 0.847, 0.844], - [2.548, 1.266, 1.266], - [1.231, 0.93, 0.94], - [0.886, 0.543, 0.545], - [2.533, 1.574, 1.598], - [2.218, 1.266, 1.274], - [4.855, 2.988, 2.998], - [0.225, 0.035, 0.035], - [10.92, 1.726, 1.713], - [11.146, 1.564, 1.607], - [20.272, 3.245, 3.335], - [2.673, 0.897, 0.708], - [0.35, 0.211, 0.207], - [0.828, 0.515, 0.523], - [0.336, 0.188, 0.183], - [9.65, 1.445, 1.466], - [20.386, 19.153, 19.061], - [0.216, 0.088, 0.089], - [2.334, 0.92, 0.943], - [5.953, 1.046, 1.068], - [5.945, 3.1, 3.322], - [10.198, 3.391, 3.354], - [10.252, 3.525, 3.556], - [0.99, 0.767, 0.78], - [0.248, 0.126, 0.179], - [0.195, 0.108, 0.124], - [0.194, 0.075, 0.081], - [0.457, 0.283, 0.369], - [0.156, 0.038, 0.039], - [0.132, 0.038, 0.037], - [0.141, 0.05, 0.05] + [0.07, 0.014, 0.013], + [0.122, 0.046, 0.047], + [0.211, 0.093, 0.092], + [0.535, 0.092, 0.091], + [1.424, 0.465, 0.469], + [1.165, 0.832, 0.847], + [0.16, 0.078, 0.076], + [0.15, 0.05, 0.048], + [0.999, 0.64, 0.641], + [1.419, 0.838, 0.855], + [0.63, 0.201, 0.195], + [1.154, 0.236, 0.233], + [1.548, 0.823, 0.83], + [3.008, 1.251, 1.253], + [1.249, 0.918, 0.929], + [0.784, 0.532, 0.539], + [2.987, 1.541, 1.563], + [2.699, 1.245, 1.229], + [5.532, 2.881, 2.896], + [0.223, 0.033, 0.034], + [10.742, 1.689, 1.697], + [12.022, 1.542, 1.529], + [21.599, 3.244, 3.279], + [2.677, 0.753, 0.839], + [0.358, 0.206, 0.21], + [0.835, 0.515, 0.512], + [0.337, 0.181, 0.179], + [9.555, 1.426, 1.474], + [19.346, 19.128, 19.134], + [0.217, 0.091, 0.513], + [2.323, 0.917, 0.973], + [5.939, 1.027, 1.091], + [5.865, 3.055, 3.051], + [10.175, 3.315, 3.296], + [10.18, 3.439, 3.418], + [0.989, 0.748, 0.81], + [0.246, 0.135, 0.142], + [0.193, 0.11, 0.111], + [0.189, 0.08, 0.079], + [0.467, 0.235, 0.238], + [0.162, 0.044, 0.039], + [0.135, 0.043, 0.037], + [0.149, 0.054, 0.057] ] } diff --git a/duckdb-parquet/results/c6a.4xlarge.json b/duckdb-parquet/results/c6a.4xlarge.json index 12516e636..8e63f2ba4 100644 --- a/duckdb-parquet/results/c6a.4xlarge.json +++ b/duckdb-parquet/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.172, 0.013, 0.014], - [0.305, 0.034, 0.031], - [0.431, 0.057, 0.057], - [0.951, 0.06, 0.06], - [0.92, 0.279, 0.282], - [1.078, 0.508, 0.517], - [0.273, 0.048, 0.046], - [0.117, 0.036, 0.033], - [0.812, 0.394, 0.395], - [1.144, 0.509, 0.511], - [0.577, 0.118, 0.115], - [0.996, 0.139, 0.134], - [1.377, 0.505, 0.497], - [2.563, 0.833, 0.822], - [0.994, 0.553, 0.552], - [0.835, 0.341, 0.34], - [2.525, 0.948, 0.96], - [2.309, 0.741, 0.755], - [4.78, 1.729, 1.751], - [0.269, 0.036, 0.035], - [10.471, 0.888, 0.898], - [11.501, 0.822, 0.828], - [20.826, 1.723, 1.73], - [4.335, 0.812, 0.849], - [0.284, 0.145, 0.142], - [1.006, 0.272, 0.276], - [0.262, 0.12, 0.125], - [10.265, 0.763, 0.754], - [11.066, 9.722, 9.765], - [0.157, 0.275, 0.123], - [2.394, 0.535, 0.544], - [6.143, 0.625, 0.636], - [5.488, 1.893, 1.837], - [10.331, 2.189, 2.177], - [10.404, 2.262, 2.286], - [0.621, 0.462, 0.47], - [0.254, 0.121, 0.126], - [0.181, 0.105, 0.117], - [0.202, 0.075, 0.081], - [0.417, 0.254, 0.246], - [0.502, 0.041, 0.04], - [0.148, 0.037, 0.037], - [0.127, 0.049, 0.049] + [0.086, 0.015, 0.014], + [0.131, 0.037, 0.031], + [0.247, 0.064, 0.062], + [0.441, 0.062, 0.063], + [1.004, 0.295, 0.298], + [0.929, 0.523, 0.525], + [0.138, 0.05, 0.048], + [0.142, 0.037, 0.033], + [0.793, 0.411, 0.406], + [1.115, 0.521, 0.521], + [0.522, 0.122, 0.119], + [0.83, 0.145, 0.142], + [1.187, 0.516, 0.513], + [2.482, 0.852, 0.85], + [0.986, 0.57, 0.572], + [0.711, 0.346, 0.351], + [2.448, 0.966, 0.987], + [2.226, 0.766, 0.769], + [4.612, 1.817, 1.838], + [0.307, 0.037, 0.035], + [9.74, 0.949, 0.947], + [11.153, 0.87, 0.854], + [20.024, 1.807, 1.847], + [2.737, 0.471, 1.051], + [0.342, 0.149, 0.146], + [0.829, 0.28, 0.285], + [0.319, 0.122, 0.123], + [9.559, 0.799, 0.807], + [10.355, 10.142, 10.095], + [0.226, 0.059, 0.593], + [2.313, 0.55, 0.557], + [5.91, 0.645, 0.653], + [5.31, 1.885, 1.948], + [10.074, 2.286, 2.293], + [10.097, 2.315, 2.326], + [0.724, 0.475, 0.483], + [0.258, 0.137, 0.145], + [0.205, 0.107, 0.112], + [0.214, 0.071, 0.121], + [0.481, 0.256, 0.333], + [0.169, 0.042, 0.045], + [0.146, 0.038, 0.037], + [0.157, 0.052, 0.065] ] } diff --git a/duckdb-parquet/results/c6a.metal.json b/duckdb-parquet/results/c6a.metal.json index 4a6953732..a7d9e46b3 100644 --- a/duckdb-parquet/results/c6a.metal.json +++ b/duckdb-parquet/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.1, 0.013, 0.012], - [0.141, 0.029, 0.026], - [0.168, 0.035, 0.033], - [0.41, 0.035, 0.032], - [0.842, 0.109, 0.172], - [0.899, 0.203, 0.236], - [0.136, 0.027, 0.03], - [0.124, 0.03, 0.029], - [0.571, 0.128, 0.132], - [1.119, 0.262, 0.149], - [0.371, 0.064, 0.056], - [0.83, 0.068, 0.059], - [1.169, 0.203, 0.199], - [2.113, 0.398, 0.429], - [0.809, 0.234, 0.199], - [0.56, 0.121, 0.111], - [2.09, 0.278, 0.258], - [1.993, 0.255, 0.258], - [3.779, 0.403, 0.383], - [0.405, 0.032, 0.03], - [9.408, 0.224, 0.206], - [10.963, 0.22, 0.184], - [19.904, 0.578, 0.38], - [12.482, 0.407, 0.413], - [2.086, 0.149, 0.106], - [0.918, 0.098, 0.101], - [1.677, 0.133, 0.085], - [9.895, 0.276, 0.179], - [8.953, 1.694, 1.539], - [0.144, 0.037, 0.039], - [2.039, 0.177, 0.2], - [5.488, 0.215, 0.178], - [4.213, 0.503, 0.491], - [9.697, 0.535, 0.517], - [9.671, 0.721, 0.57], - [0.61, 0.135, 0.133], - [0.254, 0.122, 0.123], - [0.191, 0.109, 0.109], - [0.192, 0.066, 0.074], - [0.397, 0.233, 0.227], - [0.362, 0.039, 0.038], - [0.161, 0.038, 0.038], - [0.174, 0.046, 0.055] + [0.073, 0.013, 0.012], + [0.154, 0.026, 0.029], + [0.14, 0.032, 0.028], + [0.296, 0.036, 0.034], + [1.051, 0.246, 0.104], + [0.928, 0.216, 0.212], + [0.116, 0.027, 0.031], + [0.112, 0.049, 0.034], + [0.603, 0.141, 0.133], + [1.144, 0.158, 0.151], + [0.474, 0.063, 0.059], + [0.936, 0.075, 0.066], + [1.24, 0.214, 0.219], + [2.229, 0.374, 0.325], + [0.853, 0.225, 0.207], + [0.428, 0.118, 0.111], + [2.238, 0.301, 0.267], + [2.053, 0.264, 0.263], + [3.814, 0.391, 0.368], + [0.16, 0.033, 0.03], + [9.819, 0.237, 0.206], + [11.064, 0.246, 0.185], + [20.263, 0.503, 0.333], + [11.219, 0.463, 0.422], + [1.07, 0.381, 0.102], + [1.154, 0.092, 0.11], + [2.551, 0.098, 0.079], + [9.923, 0.2, 0.203], + [8.57, 1.747, 1.637], + [0.149, 0.039, 0.039], + [2.1, 0.23, 0.173], + [5.506, 0.207, 0.168], + [4.239, 0.504, 0.486], + [9.74, 0.551, 0.507], + [9.76, 0.739, 0.541], + [0.588, 0.131, 0.125], + [0.254, 0.127, 0.125], + [0.188, 0.102, 0.1], + [0.186, 0.069, 0.069], + [0.391, 0.238, 0.248], + [0.194, 0.038, 0.039], + [0.177, 0.037, 0.038], + [0.174, 0.047, 0.046] ] } diff --git a/duckdb-parquet/results/c6a.xlarge.json b/duckdb-parquet/results/c6a.xlarge.json index 342497ff7..99b7e9a8c 100644 --- a/duckdb-parquet/results/c6a.xlarge.json +++ b/duckdb-parquet/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.066, 0.016, 0.016], - [0.158, 0.078, 0.077], - [0.35, 0.163, 0.164], - [0.505, 0.162, 0.16], - [1.182, 0.86, 0.87], - [1.962, 1.566, 1.571], - [0.23, 0.14, 0.14], - [0.203, 0.083, 0.082], - [1.548, 1.166, 1.176], - [2.097, 1.533, 1.557], - [0.77, 0.346, 0.345], - [0.897, 0.42, 0.416], - [1.94, 1.534, 1.547], - [2.951, 2.284, 2.319], - [2.203, 1.71, 1.704], - [1.347, 0.988, 1], - [3.573, 2.934, 2.941], - [3.035, 2.339, 2.31], - [6.63, 5.772, 5.816], - [0.351, 0.046, 0.044], - [9.736, 3.311, 3.325], - [11.145, 3.055, 3.054], - [20.026, 6.398, 6.391], - [2.66, 1.316, 1.274], - [0.588, 0.356, 0.36], - [1.302, 0.993, 0.996], - [0.55, 0.329, 0.321], - [9.552, 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+ [1.315, 0.986, 0.987], + [0.542, 0.328, 0.324], + [9.553, 2.777, 2.795], + [38.16, 37.621, 37.616], + [0.334, 0.208, 0.562], + [2.601, 1.729, 1.751], + [6.077, 1.907, 1.996], + [7.775, 7.18, 7.429], + [10.499, 7.866, 7.548], + [10.536, 8.721, 8.518], + [1.727, 1.397, 1.433], + [0.252, 0.12, 0.141], + [0.192, 0.126, 0.125], + [0.192, 0.071, 0.079], + [0.483, 0.338, 0.261], + [0.157, 0.041, 0.04], + [0.135, 0.038, 0.037], + [0.146, 0.049, 0.053] ] } diff --git a/duckdb-parquet/results/c7a.metal-48xl.json b/duckdb-parquet/results/c7a.metal-48xl.json index 566d1f5af..307e5bf29 100644 --- a/duckdb-parquet/results/c7a.metal-48xl.json +++ b/duckdb-parquet/results/c7a.metal-48xl.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c7a.metal-48xl", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.126, 0.015, 0.012], - [0.279, 0.034, 0.027], - [0.317, 0.031, 0.028], - [0.673, 0.035, 0.029], - [0.602, 0.223, 0.088], - [0.919, 0.179, 0.174], - [0.159, 0.03, 0.024], - [0.115, 0.032, 0.027], - [0.548, 0.106, 0.099], - [1.145, 0.133, 0.115], - [0.486, 0.065, 0.053], - [0.868, 0.077, 0.065], - [1.174, 0.177, 0.161], - [1.98, 0.305, 0.208], - [0.808, 0.183, 0.176], - [0.573, 0.092, 0.087], - [2.171, 0.249, 0.206], - [1.991, 0.213, 0.201], - [3.717, 0.324, 0.3], - [0.175, 0.033, 0.026], - [10.873, 0.213, 0.21], - [10.941, 0.229, 0.16], - [20.448, 0.342, 0.27], - [11.374, 0.386, 0.381], - [2.073, 0.112, 0.091], - [1.021, 0.087, 0.089], - [2.508, 0.079, 0.07], - [9.801, 0.179, 0.168], - [8.524, 1.169, 1.092], - [0.139, 0.039, 0.034], - [2.022, 0.181, 0.136], - [5.442, 0.194, 0.162], - [4.148, 0.411, 0.445], - [9.56, 0.427, 0.39], - [9.596, 0.444, 0.415], - [0.572, 0.097, 0.096], - [0.255, 0.118, 0.119], - [0.168, 0.098, 0.099], - [0.199, 0.072, 0.071], - [0.361, 0.228, 0.227], - [0.332, 0.038, 0.035], - [0.149, 0.038, 0.036], - [0.136, 0.046, 0.043] + [0.141, 0.013, 0.012], + [0.174, 0.032, 0.025], + [0.236, 0.031, 0.031], + [0.475, 0.036, 0.032], + [1.163, 0.135, 0.21], + [1.192, 0.194, 0.167], + [0.172, 0.031, 0.026], + [0.153, 0.04, 0.029], + [0.661, 0.114, 0.106], + [1.532, 0.259, 0.117], + [0.747, 0.067, 0.057], + [1.106, 0.065, 0.057], + [1.471, 0.191, 0.18], + [2.494, 0.36, 0.317], + [0.955, 0.189, 0.192], + [0.796, 0.095, 0.091], + [2.576, 0.253, 0.208], + [2.167, 0.236, 0.224], + [3.92, 0.322, 0.307], + [0.19, 0.033, 0.025], + [10.466, 0.219, 0.198], + [11.281, 0.2, 0.173], + [20.111, 0.881, 0.425], + [11.325, 0.58, 0.384], + [2.262, 0.099, 0.095], + [1.317, 0.08, 0.087], + [2.766, 0.093, 0.079], + [10.227, 0.194, 0.174], + [9.415, 1.192, 1.173], + [0.157, 0.038, 0.032], + [2.229, 0.319, 0.146], + [5.798, 0.198, 0.164], + [4.203, 0.48, 0.411], + [9.579, 0.438, 0.382], + [9.636, 0.669, 0.48], + [0.415, 0.118, 0.105], + [0.263, 0.12, 0.122], + [0.189, 0.102, 0.103], + [0.204, 0.072, 0.074], + [0.399, 0.232, 0.23], + [0.383, 0.038, 0.034], + [0.171, 0.044, 0.041], + [0.131, 0.055, 0.048] ] } diff --git a/duckdb-parquet/results/c8g.4xlarge.json b/duckdb-parquet/results/c8g.4xlarge.json index c793bf2e0..def0d3175 100644 --- a/duckdb-parquet/results/c8g.4xlarge.json +++ b/duckdb-parquet/results/c8g.4xlarge.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.055, 0.014, 0.014], - [0.167, 0.024, 0.025], - [0.207, 0.041, 0.04], - [0.604, 0.038, 0.039], - [1.386, 0.159, 0.157], - [1.624, 0.272, 0.271], - [0.141, 0.032, 0.031], - [0.09, 0.025, 0.026], - [0.85, 0.219, 0.218], - [1.714, 0.29, 0.293], - [0.899, 0.074, 0.072], - [1.428, 0.088, 0.086], - [1.641, 0.279, 0.276], - [2.744, 0.425, 0.427], - [1.062, 0.303, 0.305], - [0.875, 0.186, 0.186], - [2.969, 0.494, 0.499], - [2.414, 0.42, 0.463], - [4.611, 0.879, 0.87], - [0.214, 0.021, 0.021], - [11.049, 0.666, 0.665], - [11.736, 0.59, 0.588], - [21.691, 1.098, 1.116], - [3.434, 1.37, 0.925], - [0.208, 0.093, 0.091], - [1.419, 0.157, 0.156], - [0.593, 0.073, 0.072], - [10.787, 0.526, 0.528], - [9.313, 4.915, 4.898], - [0.311, 0.6, 0.458], - [2.242, 0.307, 0.303], - [5.776, 0.329, 0.331], - [4.535, 0.884, 0.807], - [9.709, 1.167, 1.138], - [9.715, 1.148, 1.194], - [0.393, 0.243, 0.251], - [0.207, 0.108, 0.171], - [0.16, 0.087, 0.086], - [0.169, 0.064, 0.062], - [0.409, 0.211, 0.203], - [0.129, 0.031, 0.031], - [0.109, 0.03, 0.028], - [0.114, 0.039, 0.039] + [0.096, 0.014, 0.013], + [0.144, 0.024, 0.024], + [0.184, 0.04, 0.04], + [0.464, 0.037, 0.037], + [1.121, 0.155, 0.154], + [1.192, 0.266, 0.266], + [0.115, 0.031, 0.031], + [0.089, 0.025, 0.025], + [0.697, 0.212, 0.212], + [1.188, 0.283, 0.29], + [0.491, 0.072, 0.071], + [1.013, 0.087, 0.085], + [1.353, 0.273, 0.271], + [2.244, 0.417, 0.424], + [0.893, 0.303, 0.304], + [0.595, 0.182, 0.182], + [2.373, 0.478, 0.478], + [2.166, 0.407, 0.488], + [4.148, 0.839, 0.839], + [0.151, 0.021, 0.02], + [10.034, 0.66, 0.66], + [11.125, 0.579, 0.574], + [19.997, 1.113, 1.109], + [2.703, 0.353, 0.357], + [0.219, 0.092, 0.09], + [1.092, 0.155, 0.155], + [0.357, 0.072, 0.071], + [10.093, 0.518, 0.523], + [8.542, 4.846, 4.868], + [0.114, 0.043, 0.059], + [2.236, 0.295, 0.356], + [5.788, 0.319, 0.325], + [4.525, 0.785, 0.766], + [9.701, 1.067, 1.107], + [9.7, 1.103, 1.137], + [0.389, 0.232, 0.238], + [0.202, 0.107, 0.103], + [0.155, 0.087, 0.151], + [0.156, 0.062, 0.11], + [0.398, 0.197, 0.206], + [0.281, 0.031, 0.03], + [0.122, 0.029, 0.029], + [0.101, 0.038, 0.037] ] } diff --git a/duckdb-parquet/results/c8g.metal-48xl.json b/duckdb-parquet/results/c8g.metal-48xl.json index afa25c074..d2ecfb517 100644 --- a/duckdb-parquet/results/c8g.metal-48xl.json +++ b/duckdb-parquet/results/c8g.metal-48xl.json @@ -1,6 +1,6 @@ { "system": "DuckDB (Parquet, single)", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.metal-48xl", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.061, 0.012, 0.013], - [0.126, 0.021, 0.019], - [0.128, 0.022, 0.022], - [0.523, 0.029, 0.025], - [1.237, 0.134, 0.071], - [1.404, 0.154, 0.164], - [0.113, 0.02, 0.02], - [0.116, 0.023, 0.019], - [0.856, 0.087, 0.085], - [1.562, 0.101, 0.1], - [0.988, 0.048, 0.042], - [1.208, 0.05, 0.047], - [1.566, 0.166, 0.163], - [2.552, 0.277, 0.282], - [0.982, 0.165, 0.157], - [0.785, 0.08, 0.074], - [2.639, 0.187, 0.162], - [2.3, 0.188, 0.171], - [4.052, 0.251, 0.228], - [0.186, 0.025, 0.024], - [9.667, 0.186, 0.182], - [10.952, 0.207, 0.174], - [19.935, 0.502, 0.302], - [10.773, 0.371, 0.659], - [2.064, 0.104, 0.08], - [1.05, 0.073, 0.073], - [2.556, 0.077, 0.064], - [9.815, 0.161, 0.152], - [8.225, 0.901, 0.875], - [0.213, 0.027, 0.027], - [2.037, 0.203, 0.133], - [5.448, 0.203, 0.137], - [4.218, 0.393, 0.384], - [9.609, 0.41, 0.34], - [9.617, 0.513, 0.355], - [0.408, 0.082, 0.08], - [0.231, 0.114, 0.113], - [0.166, 0.092, 0.09], - [0.181, 0.068, 0.078], - [0.374, 0.215, 0.21], - [0.149, 0.033, 0.032], - [0.13, 0.031, 0.03], - [0.129, 0.041, 0.041] + [0.055, 0.013, 0.013], + [0.113, 0.019, 0.018], + [0.125, 0.022, 0.022], + [0.358, 0.029, 0.024], + [1.123, 0.118, 0.147], + [1.096, 0.155, 0.141], + [0.101, 0.02, 0.02], + [0.109, 0.025, 0.023], + [0.576, 0.08, 0.08], + [1.323, 0.102, 0.094], + [0.743, 0.054, 0.046], + [1.036, 0.05, 0.044], + [1.399, 0.173, 0.154], + [2.262, 0.301, 0.301], + [0.856, 0.166, 0.16], + [0.435, 0.073, 0.074], + [2.38, 0.169, 0.166], + [2.022, 0.171, 0.168], + [3.773, 0.247, 0.221], + [0.154, 0.027, 0.025], + [9.892, 0.202, 0.185], + [11.184, 0.209, 0.143], + [19.866, 0.624, 0.443], + [11.016, 0.375, 0.377], + [2.135, 0.083, 0.077], + [1.242, 0.076, 0.068], + [2.673, 0.061, 0.061], + [10.076, 0.164, 0.152], + [8.334, 0.91, 0.834], + [0.117, 0.027, 0.027], + [2.117, 0.118, 0.133], + [5.779, 0.193, 0.133], + [4.26, 0.414, 0.388], + [9.79, 0.421, 0.372], + [9.708, 0.485, 0.33], + [0.355, 0.081, 0.077], + [0.209, 0.119, 0.113], + [0.158, 0.09, 0.09], + [0.191, 0.065, 0.069], + [0.39, 0.212, 0.209], + [0.154, 0.031, 0.032], + [0.138, 0.029, 0.03], + [0.142, 0.042, 0.04] ] } diff --git a/duckdb/results/c6a.2xlarge.json b/duckdb/results/c6a.2xlarge.json index 3f8326289..e8e2412aa 100644 --- a/duckdb/results/c6a.2xlarge.json +++ b/duckdb/results/c6a.2xlarge.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 152, - "data_size": 20550266880, + "load_time": 148, + "data_size": 20548956160, "result": [ - [0.026, 0, 0], - [0.192, 0.006, 0.004], - [1.079, 0.034, 0.034], - [1.058, 0.062, 0.062], - [1.063, 0.426, 0.429], - [1.08, 0.401, 0.414], + [0.028, 0.001, 0], + [0.221, 0.005, 0.005], + [0.91, 0.033, 0.034], + [1.04, 0.062, 0.062], + [1.058, 0.423, 0.426], + [1.08, 0.402, 0.407], [0.147, 0.009, 0.008], - [0.261, 0.008, 0.007], - [1.659, 0.563, 0.575], - [2.786, 0.822, 0.85], - [1.36, 0.128, 0.126], - [2.007, 0.143, 0.141], - [1.374, 0.445, 0.459], - [2.759, 0.873, 0.883], - [1.788, 0.522, 0.525], - [0.926, 0.494, 0.504], - [2.696, 1.168, 1.178], - [2.379, 0.804, 0.837], - [5.647, 2.25, 2.277], - [0.222, 0.006, 0.005], - [11.541, 0.925, 0.924], - [12.729, 0.985, 0.945], - [17.398, 2.211, 1.456], - [1.047, 0.578, 0.654], - [0.236, 0.043, 0.032], - [1.082, 0.128, 0.125], - [0.228, 0.028, 0.029], - [11.928, 0.757, 0.767], - [15.278, 14.057, 14.018], - [0.336, 0.043, 0.042], - [4.49, 0.426, 0.446], - [7.371, 0.541, 0.555], - [6.863, 2.813, 2.835], - [11.597, 2.521, 2.435], - [11.568, 2.763, 2.792], - [0.975, 0.661, 0.684], - [0.118, 0.027, 0.026], - [0.086, 0.007, 0.009], - [0.099, 0.015, 0.012], - [0.19, 0.074, 0.062], - [0.102, 0.005, 0.004], - [0.085, 0.006, 0.005], - [0.084, 0.01, 0.01] + [0.259, 0.007, 0.007], + [1.654, 0.562, 0.565], + [2.786, 0.82, 0.832], + [1.368, 0.128, 0.125], + [1.932, 0.145, 0.141], + [1.369, 0.437, 0.444], + [2.763, 0.88, 0.87], + [1.795, 0.51, 0.517], + [0.865, 0.491, 0.498], + [2.692, 1.134, 1.142], + [2.381, 0.814, 0.846], + [5.626, 2.249, 2.265], + [0.224, 0.005, 0.005], + [11.495, 0.927, 0.927], + [12.841, 0.974, 0.935], + [17.498, 2.449, 1.475], + [1.562, 0.76, 0.711], + [0.25, 0.032, 0.034], + [1.081, 0.127, 0.125], + [0.222, 0.026, 0.047], + [11.869, 0.756, 0.767], + [15.321, 14.008, 14.019], + [0.344, 0.044, 0.044], + [4.475, 0.42, 0.46], + [7.335, 0.519, 0.538], + [6.763, 2.841, 2.903], + [11.524, 2.513, 2.5], + [11.549, 2.737, 2.777], + [0.979, 0.659, 0.676], + [0.123, 0.029, 0.056], + [0.084, 0.008, 0.009], + [0.1, 0.015, 0.015], + [0.191, 0.079, 0.068], + [0.105, 0.005, 0.004], + [0.092, 0.006, 0.005], + [0.089, 0.01, 0.01] ] } diff --git a/duckdb/results/c6a.4xlarge.json b/duckdb/results/c6a.4xlarge.json index 4c9cc1a2d..d06a84bb3 100644 --- a/duckdb/results/c6a.4xlarge.json +++ b/duckdb/results/c6a.4xlarge.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 111, - "data_size": 20551053312, + "load_time": 119, + "data_size": 20550266880, "result": [ - [0.027, 0.001, 0], - [0.117, 0.003, 0.003], - [1.066, 0.018, 0.018], - [1.139, 0.034, 0.032], - [1.18, 0.245, 0.246], - [1.17, 0.28, 0.28], - [0.096, 0.005, 0.004], - [0.122, 0.005, 0.004], - [1.831, 0.339, 0.339], - [2.741, 0.506, 0.562], - [1.331, 0.069, 0.067], - [2.082, 0.077, 0.076], - [1.511, 0.317, 0.314], - [2.68, 0.618, 0.624], - [1.744, 0.354, 0.354], - [0.664, 0.303, 0.303], - [2.616, 0.742, 0.752], - [2.389, 0.505, 0.521], - [5.378, 1.408, 1.419], - [0.143, 0.004, 0.003], - [11.242, 0.486, 0.476], - [12.444, 0.497, 0.507], - [16.055, 1.949, 0.83], - [0.992, 0.164, 0.103], - [0.143, 0.021, 0.02], - [1.265, 0.068, 0.067], - [0.285, 0.016, 0.016], - [11.83, 0.397, 0.417], - [8.826, 7.245, 7.259], - [0.177, 0.025, 0.024], - [4.38, 0.262, 0.319], - [7.142, 0.332, 0.357], - [6.139, 1.677, 1.702], - [11.234, 1.658, 1.657], - [11.257, 1.839, 1.828], - [0.582, 0.397, 0.46], - [0.096, 0.028, 0.058], - [0.07, 0.009, 0.007], - [0.085, 0.09, 0.014], - [0.153, 0.063, 0.055], - [0.087, 0.006, 0.005], - [0.081, 0.006, 0.006], - [0.086, 0.01, 0.011] + [0.028, 0.001, 0.001], + [0.126, 0.003, 0.003], + [1.174, 0.017, 0.018], + [1.125, 0.032, 0.032], + [1.163, 0.244, 0.241], + [1.266, 0.272, 0.274], + [0.127, 0.005, 0.005], + [0.295, 0.005, 0.004], + [1.777, 0.331, 0.338], + [2.861, 0.482, 0.495], + [1.388, 0.067, 0.064], + [2.228, 0.075, 0.073], + [1.603, 0.306, 0.305], + [2.765, 0.608, 0.602], + [1.829, 0.349, 0.347], + [0.533, 0.296, 0.3], + [2.725, 0.724, 0.734], + [2.476, 0.514, 0.525], + [5.54, 1.37, 1.393], + [0.135, 0.003, 0.004], + [11.67, 0.479, 0.474], + [12.854, 0.524, 0.488], + [16.635, 1.45, 1.157], + [1.051, 0.549, 0.182], + [0.159, 0.02, 0.02], + [1.26, 0.069, 0.066], + [0.234, 0.016, 0.016], + [12.164, 0.39, 0.404], + [9.234, 7.187, 7.177], + [0.203, 0.024, 0.024], + [4.54, 0.258, 0.262], + [7.362, 0.326, 0.342], + [6.295, 1.622, 1.631], + [11.551, 1.592, 1.608], + [11.597, 1.772, 1.772], + [0.579, 0.395, 0.4], + [0.116, 0.023, 0.028], + [0.079, 0.008, 0.007], + [0.101, 0.013, 0.012], + [0.177, 0.064, 0.053], + [0.102, 0.005, 0.005], + [0.082, 0.005, 0.005], + [0.084, 0.01, 0.008] ] } diff --git a/duckdb/results/c6a.metal.json b/duckdb/results/c6a.metal.json index 34726151e..45eb9f73c 100644 --- a/duckdb/results/c6a.metal.json +++ b/duckdb/results/c6a.metal.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 102, - "data_size": 20559704064, + "load_time": 103, + "data_size": 20559441920, "result": [ - [0.033, 0, 0.001], - [0.208, 0.005, 0.002], - [2.098, 0.005, 0.004], - [1.655, 0.007, 0.008], - [1.727, 0.083, 0.081], - [2.255, 0.08, 0.092], - [0.136, 0.004, 0.002], - [0.594, 0.005, 0.005], - [2.828, 0.102, 0.1], - [4.534, 0.126, 0.128], - [2.381, 0.031, 0.03], - [3.23, 0.031, 0.03], - [2.401, 0.095, 0.09], - [4.03, 0.276, 0.161], - [2.937, 0.102, 0.116], - [1.265, 0.094, 0.088], - [4.16, 0.173, 0.348], - [3.944, 0.37, 0.157], - [7.416, 0.326, 0.307], - [0.35, 0.007, 0.005], - [16.224, 0.082, 0.075], - [18.035, 0.13, 0.074], - [16.822, 0.21, 0.268], - [2.768, 0.484, 0.222], - [0.701, 0.036, 0.435], - [2.516, 0.025, 0.025], - [0.824, 0.042, 0.009], - [16.699, 0.327, 0.072], - [12.632, 1.101, 1.055], - [0.425, 0.011, 0.011], - [7.417, 0.079, 0.071], - [10.349, 0.101, 0.089], - [8.05, 0.473, 0.462], - [15.765, 0.43, 0.292], - [15.936, 0.424, 0.352], - [0.737, 0.102, 0.096], - [0.101, 0.025, 0.024], - [0.065, 0.008, 0.008], - [0.087, 0.011, 0.013], - [0.158, 0.053, 0.05], - [0.079, 0.006, 0.006], - [0.067, 0.007, 0.008], - [0.069, 0.009, 0.008] + [0.03, 0.001, 0], + [0.3, 0.004, 0.002], + [1.981, 0.006, 0.003], + [1.721, 0.005, 0.005], + [1.755, 0.086, 0.084], + [2.273, 0.087, 0.082], + [0.118, 0.003, 0.003], + [0.657, 0.005, 0.005], + [2.841, 0.103, 0.098], + [4.535, 0.129, 0.128], + [2.37, 0.031, 0.029], + [3.233, 0.035, 0.032], + [2.394, 0.114, 0.101], + [3.99, 0.159, 0.229], + [2.928, 0.105, 0.106], + [1.096, 0.09, 0.089], + [4.192, 0.365, 0.231], + [3.94, 0.173, 0.167], + [7.427, 0.359, 0.31], + [0.348, 0.007, 0.008], + [16.218, 0.076, 0.073], + [18.015, 0.473, 0.093], + [16.984, 0.184, 0.141], + [2.613, 0.339, 0.065], + [0.547, 0.059, 0.013], + [2.551, 0.039, 0.036], + [0.834, 0.043, 0.086], + [16.665, 0.271, 0.065], + [12.624, 1.171, 1.041], + [0.424, 0.014, 0.012], + [7.446, 0.081, 0.072], + [10.359, 0.102, 0.092], + [8.008, 0.442, 0.448], + [15.717, 0.406, 0.33], + [15.987, 0.428, 0.357], + [0.724, 0.316, 0.096], + [0.1, 0.026, 0.026], + [0.06, 0.007, 0.008], + [0.089, 0.012, 0.012], + [0.156, 0.064, 0.055], + [0.077, 0.006, 0.005], + [0.069, 0.007, 0.007], + [0.07, 0.011, 0.009] ] } diff --git a/duckdb/results/c6a.xlarge.json b/duckdb/results/c6a.xlarge.json index e451f601b..fe2276038 100644 --- a/duckdb/results/c6a.xlarge.json +++ b/duckdb/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 251, + "load_time": 250, "data_size": 20548431872, "result": [ - [0.03, 0.001, 0], - [0.436, 0.009, 0.009], - [0.936, 0.067, 0.066], - [0.945, 0.123, 0.124], - [1.483, 0.808, 0.829], - [1.838, 0.752, 0.767], - [0.315, 0.016, 0.016], - [0.491, 0.013, 0.013], - [2.116, 1.045, 1.069], - [3.193, 1.523, 1.551], - [1.508, 0.235, 0.235], - [1.696, 0.267, 0.264], - [1.879, 0.802, 0.816], - [3.186, 1.548, 1.537], - [2.286, 0.923, 0.946], - [1.68, 0.938, 0.953], - [3.768, 2.191, 2.25], - [3.208, 1.552, 1.588], - [7.199, 4.674, 4.718], - [0.492, 0.009, 0.009], - [11.566, 1.84, 1.831], - [13.171, 1.912, 1.895], - [17.561, 4.438, 2.731], - [1.587, 0.626, 0.639], - [0.438, 0.067, 0.058], - [1.282, 0.249, 0.246], - [0.407, 0.063, 0.049], - [11.828, 1.502, 1.535], - [30.088, 27.487, 27.563], - [0.649, 0.09, 0.092], - [4.62, 0.773, 0.803], - [7.653, 0.961, 0.992], - [8.72, 7.876, 8.12], - [12.252, 8.446, 8.339], - [12.434, 9.463, 9.838], - [1.826, 1.245, 1.279], - [0.197, 0.046, 0.085], - [0.117, 0.01, 0.016], - [0.156, 0.069, 0.064], - [0.314, 0.226, 0.234], - [0.145, 0.006, 0.007], - [0.127, 0.007, 0.007], - [0.118, 0.019, 0.018] + [0.03, 0.001, 0.001], + [0.444, 0.009, 0.009], + [0.972, 0.066, 0.066], + [0.894, 0.123, 0.123], + [1.41, 0.812, 0.829], + [1.737, 0.74, 0.743], + [0.275, 0.016, 0.015], + [0.428, 0.013, 0.013], + [1.954, 1.043, 1.053], + [3.013, 1.519, 1.558], + [1.424, 0.235, 0.233], + [1.736, 0.266, 0.264], + [1.726, 0.807, 0.83], + [3.143, 1.51, 1.51], + [2.241, 0.915, 0.981], + [1.564, 0.931, 0.942], + [3.634, 2.202, 2.24], + [3.037, 1.542, 1.628], + [6.916, 4.804, 4.758], + [0.436, 0.009, 0.008], + [11.595, 1.827, 1.825], + [13.108, 1.91, 1.89], + [18.9, 3.6, 2.769], + [1.425, 0.597, 0.825], + [0.442, 0.059, 0.059], + [1.16, 0.247, 0.246], + [0.421, 0.059, 0.048], + [11.763, 1.502, 1.547], + [29.866, 27.514, 27.883], + [0.752, 0.279, 0.369], + [4.591, 0.773, 0.841], + [7.595, 0.942, 0.998], + [8.592, 8.056, 7.799], + [12.214, 8.014, 8.725], + [12.33, 9.505, 11.214], + [1.807, 1.232, 1.264], + [0.181, 0.042, 0.062], + [0.115, 0.011, 0.013], + [0.144, 0.027, 0.022], + [0.314, 0.149, 0.186], + [0.141, 0.007, 0.006], + [0.114, 0.007, 0.007], + [0.113, 0.018, 0.017] ] } diff --git a/duckdb/results/c7a.metal-48xl.json b/duckdb/results/c7a.metal-48xl.json index 73c664bc7..0e1676d39 100644 --- a/duckdb/results/c7a.metal-48xl.json +++ b/duckdb/results/c7a.metal-48xl.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c7a.metal-48xl", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 101, - "data_size": 20560490496, + "load_time": 97, + "data_size": 20559179776, "result": [ - [0.032, 0, 0], - [0.299, 0.004, 0.004], - [1.984, 0.005, 0.003], - [1.714, 0.004, 0.004], - [1.793, 0.07, 0.066], - [2.256, 0.07, 0.067], - [0.139, 0.003, 0.003], - [0.668, 0.006, 0.006], - [2.88, 0.079, 0.077], - [4.62, 0.1, 0.099], - [2.46, 0.028, 0.025], - [3.28, 0.029, 0.026], - [2.442, 0.084, 0.08], - [4.086, 0.218, 0.211], - [2.937, 0.089, 0.091], - [1.196, 0.075, 0.072], - [4.261, 0.143, 0.34], - [3.942, 0.142, 0.141], - [7.411, 0.291, 0.265], - [0.349, 0.006, 0.007], - [16.226, 0.059, 0.053], - [18.046, 0.065, 0.052], - [16.796, 0.357, 0.134], - [2.882, 0.549, 0.105], - [0.9, 0.041, 0.01], - [2.571, 0.036, 0.023], - [0.946, 0.037, 0.013], - [16.739, 0.245, 0.061], - [12.573, 0.757, 0.672], - [0.423, 0.011, 0.011], - [7.481, 0.067, 0.06], - [10.42, 0.085, 0.076], - [8.021, 0.391, 0.348], - [15.752, 0.309, 0.223], - [15.835, 0.366, 0.287], - [0.73, 0.079, 0.074], - [0.095, 0.022, 0.021], - [0.058, 0.007, 0.007], - [0.091, 0.011, 0.01], - [0.156, 0.046, 0.044], - [0.078, 0.005, 0.006], - [0.063, 0.007, 0.007], - [0.068, 0.008, 0.008] + [0.029, 0, 0], + [0.134, 0.005, 0.003], + [2.188, 0.005, 0.004], + [1.727, 0.004, 0.003], + [1.781, 0.071, 0.072], + [2.313, 0.086, 0.08], + [0.114, 0.003, 0.002], + [0.709, 0.006, 0.005], + [2.867, 0.081, 0.079], + [4.65, 0.104, 0.097], + [2.478, 0.029, 0.025], + [3.324, 0.03, 0.029], + [2.425, 0.085, 0.08], + [4.095, 0.212, 0.139], + [2.927, 0.097, 0.088], + [1.141, 0.074, 0.074], + [4.258, 0.141, 0.345], + [3.953, 0.158, 0.138], + [7.42, 0.299, 0.272], + [0.354, 0.007, 0.005], + [16.279, 0.056, 0.054], + [18.075, 0.064, 0.056], + [17.048, 0.224, 0.134], + [2.819, 0.284, 0.142], + [0.758, 0.043, 0.01], + [2.582, 0.03, 0.028], + [0.896, 0.043, 0.011], + [16.732, 0.254, 0.046], + [12.594, 1.123, 0.713], + [0.421, 0.011, 0.008], + [7.455, 0.067, 0.063], + [10.384, 0.082, 0.073], + [8.014, 0.376, 0.431], + [15.753, 0.761, 0.223], + [15.677, 0.31, 0.279], + [0.73, 0.082, 0.076], + [0.094, 0.024, 0.022], + [0.055, 0.007, 0.008], + [0.088, 0.012, 0.01], + [0.147, 0.046, 0.047], + [0.074, 0.006, 0.006], + [0.062, 0.007, 0.006], + [0.062, 0.009, 0.008] ] } diff --git a/duckdb/results/c8g.4xlarge.json b/duckdb/results/c8g.4xlarge.json index 65f7c154d..2a8fac0b6 100644 --- a/duckdb/results/c8g.4xlarge.json +++ b/duckdb/results/c8g.4xlarge.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], "load_time": 113, - "data_size": 20550004736, + "data_size": 20548431872, "result": [ - [0.019, 0.001, 0], - [0.089, 0.002, 0.002], - [1.078, 0.012, 0.012], - [1.096, 0.02, 0.019], - [1.122, 0.134, 0.135], - [1.375, 0.144, 0.141], - [0.083, 0.003, 0.002], - [0.249, 0.003, 0.003], - [1.916, 0.179, 0.179], - [2.847, 0.264, 0.272], - [1.325, 0.039, 0.039], - [2.157, 0.044, 0.043], - [1.519, 0.157, 0.156], - [2.647, 0.304, 0.304], - [1.691, 0.181, 0.178], - [0.665, 0.158, 0.158], - [2.656, 0.361, 0.365], - [2.361, 0.284, 0.29], - [4.987, 0.66, 0.678], - [0.121, 0.002, 0.002], - [11.324, 0.304, 0.303], - [12.417, 0.308, 0.296], - [15.791, 1.627, 1.474], - [0.97, 0.074, 1.195], - [0.131, 0.015, 0.013], - [1.255, 0.04, 0.04], - [0.291, 0.011, 0.01], - [11.744, 0.217, 0.223], - [8.665, 3.54, 3.536], - [0.162, 0.019, 0.018], - [4.338, 0.144, 0.15], - [7.193, 0.168, 0.229], - [5.476, 0.737, 0.773], - [10.901, 0.797, 0.779], - [10.891, 0.86, 0.85], - [0.362, 0.198, 0.206], - [0.094, 0.015, 0.016], - [0.065, 0.005, 0.008], - [0.081, 0.009, 0.009], - [0.142, 0.04, 0.035], + [0.022, 0, 0.001], + 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0.004, 0.004], - [0.066, 0.005, 0.006] + [0.068, 0.003, 0.004], + [0.067, 0.006, 0.005] ] } diff --git a/duckdb/results/c8g.metal-48xl.json b/duckdb/results/c8g.metal-48xl.json index 97c48852e..25aff184a 100644 --- a/duckdb/results/c8g.metal-48xl.json +++ b/duckdb/results/c8g.metal-48xl.json @@ -1,57 +1,57 @@ { "system": "DuckDB", - "date": "2025-10-09", + "date": "2025-10-26", "machine": "c8g.metal-48xl", "cluster_size": 1, "proprietary": "no", "tuned": "no", "tags": ["C++","column-oriented","embedded"], - "load_time": 94, - "data_size": 20558393344, + "load_time": 95, + "data_size": 20559966208, "result": [ - [0.023, 0, 0.001], - [0.187, 0.002, 0.002], - [2.184, 0.003, 0.003], - [1.742, 0.003, 0.004], - [1.823, 0.05, 0.053], - [2.356, 0.07, 0.067], - [0.107, 0.002, 0.003], - [0.739, 0.005, 0.003], - [2.853, 0.061, 0.061], - [4.637, 0.082, 0.078], - [2.547, 0.019, 0.02], - [3.344, 0.021, 0.024], - [2.441, 0.069, 0.071], - [4.085, 0.179, 0.184], - [2.9, 0.08, 0.072], - [1.181, 0.057, 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a/hardware/results/lichee_pi_4a.json b/hardware/results/lichee_pi_4a.json new file mode 100644 index 000000000..e1c231d00 --- /dev/null +++ b/hardware/results/lichee_pi_4a.json @@ -0,0 +1,53 @@ + +{ + "machine": "Lichee Pi 4A", + "comment": "Lichee Pi 4A (4 CPU RISC-V @1.8 Ghz, 16 GiB RAM)", + "time": "2020-03-08 00:00:00", + "tags": ["risc-v"], + "result": + [ + [0.011, 0.010, 0.021], + [0.428, 0.283, 0.277], + [1.441, 1.205, 1.047], + [2.828, 1.901, 1.919], + [2.825, 2.089, 1.698], + [7.256, 5.744, 5.865], + [0.016, 0.017, 0.022], + [0.318, 0.232, 0.244], + [7.530, 6.349, 6.371], + [9.797, 7.501, 6.807], + [3.249, 2.430, 2.423], + [4.324, 3.091, 3.212], + [12.109, 10.807, 11.803], + [17.968, 15.707, 15.008], + [13.948, 12.576, 12.506], + [8.193, 6.510, 6.457], + [27.619, 23.464, 24.458], + [18.527, 16.365, 16.317], + [48.715, 39.922, 42.392], + [2.289, 0.011, 0.011], + [28.150, 0.653, 0.624], + [35.760, 0.091, 0.086], + [74.366, 45.625, 46.015], + [4.678, 2.731, 2.550], + [7.693, 5.181, 5.116], + [5.571, 4.241, 4.233], + [7.665, 5.394, 5.138], + [28.674, 22.036, 21.124], + [42.329, 29.031, 29.755], + [0.983, 0.773, 0.711], + [14.310, 10.990, 10.942], + [23.678, 16.281, 16.310], + [131.435, 29.862, null], + [53.747, null, null], + [97.290, 73.090, 57.424], + [5.911, 4.842, 4.654], + [1.147, 0.938, 0.824], + [0.610, 0.545, 0.547], + [0.585, 0.438, 0.403], + [1.908, 1.475, 1.500], + [0.193, 0.028, 0.032], + [0.189, 0.032, 0.031], + [0.106, 0.029, 0.032] + ] +} diff --git a/hyper-parquet/query.py b/hyper-parquet/query.py index 992ccf9dc..f2351b364 100755 --- a/hyper-parquet/query.py +++ b/hyper-parquet/query.py @@ -1,17 +1,23 @@ #!/usr/bin/env python3 import timeit import sys +import subprocess from tableauhyperapi import HyperProcess, Telemetry, Connection, CreateMode, HyperException query = sys.stdin.read() -with HyperProcess(telemetry=Telemetry.DO_NOT_SEND_USAGE_DATA_TO_TABLEAU) as hyper: - with Connection(hyper.endpoint) as connection: - # Hyper only supports temporary external tables, so we need to create them on every query - connection.execute_command(open("create.sql").read()) - for _ in range(3): - start = timeit.default_timer() +for try_num in range(3): + if try_num == 0: + # Flush OS page cache before first run of each query + subprocess.run(['sync'], check=True) + subprocess.run(['sudo', 'tee', '/proc/sys/vm/drop_caches'], input=b'3', check=True, stdout=subprocess.DEVNULL) + + start = timeit.default_timer() + with HyperProcess(telemetry=Telemetry.DO_NOT_SEND_USAGE_DATA_TO_TABLEAU) as hyper: + with Connection(hyper.endpoint) as connection: + # Hyper only supports temporary external tables, so we need to create them on every query + connection.execute_command(open("create.sql").read()) try: connection.execute_list_query(query) print(round(timeit.default_timer() - start, 3)) diff --git a/hyper-parquet/results/c6a.2xlarge.json b/hyper-parquet/results/c6a.2xlarge.json index 9afdfbef7..3c176e360 100644 --- a/hyper-parquet/results/c6a.2xlarge.json +++ b/hyper-parquet/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "yes", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.811, 0.046, 0.044], - [0.952, 0.086, 0.085], - [1.531, 0.321, 0.32], - [2.058, 0.23, 0.227], - [2.826, 1.21, 1.2], - [2.867, 1.274, 1.265], - [1.048, 0.196, 0.199], - [1.096, 0.083, 0.083], - [3.169, 1.619, 1.64], - [3.925, 1.969, 1.968], - [2.209, 0.224, 0.225], - [2.38, 0.269, 0.267], - [2.884, 1.164, 1.176], - [5.633, 2.733, 2.741], - [2.998, 1.259, 1.284], - [2.776, 1.265, 1.261], - [5.047, 2.331, 2.428], - [4.886, 2.163, 2.121], - [8.228, 4.782, 4.814], - [1.762, 0.089, 0.087], - [12.069, 1.81, 1.801], - [13.399, 1.959, 1.941], - [22.014, 6.099, 6.121], - [48.546, 6.071, 5.991], - [3.866, 0.863, 0.866], - [2.019, 0.724, 0.718], - [3.867, 0.862, 0.846], - [10.738, 2.192, 2.164], - [9.277, 5.916, 5.907], - [9.623, 8.654, 8.738], - [3.976, 1.349, 1.37], - [7.744, 1.729, 1.722], - [9.718, 7.176, 7.214], - [11.33, 3.62, 3.679], - [11.329, 3.628, 3.649], - [2.209, 1.138, 1.125], - [0.97, 0.1, 0.098], - [0.943, 0.104, 0.102], - [0.892, 0.042, 0.046], - [1.078, 0.186, 0.199], - [0.817, 0.025, 0.027], - [0.861, 0.029, 0.025], - [0.763, 0.042, 0.045] + [1.796, 0.484, 0.481], + [1.948, 0.528, 0.545], + [2.244, 0.783, 0.742], + [3.036, 0.659, 0.679], + [3.712, 1.624, 1.632], + [3.873, 1.76, 1.673], + [1.948, 0.625, 0.608], + [1.91, 0.509, 0.54], + [4.136, 2.138, 2.086], + [4.952, 2.465, 2.481], + [3.242, 0.661, 0.686], + [3.033, 0.705, 0.735], + [3.866, 1.598, 1.615], + [6.646, 3.145, 3.137], + [3.929, 1.68, 1.676], + [3.763, 1.744, 1.733], + [5.938, 2.782, 2.83], + [5.866, 2.652, 2.574], + [9.316, 5.163, 5.288], + [2.721, 0.517, 0.543], + [11.573, 2.302, 2.291], + [12.912, 2.437, 2.423], + [21.387, 6.645, 6.682], + [49.232, 6.728, 6.788], + [4.566, 1.348, 1.295], + [2.958, 1.158, 1.156], + [4.817, 1.296, 1.333], + [11.729, 2.686, 2.722], + [9.998, 6.43, 6.449], + [10.775, 9.235, 9.111], + [4.966, 1.839, 1.882], + [8.713, 2.18, 2.203], + [10.563, 7.595, 7.597], + [12.36, 4.205, 4.064], + [12.314, 4.125, 4.078], + [2.983, 1.585, 1.57], + [1.954, 0.567, 0.539], + [1.947, 0.574, 0.556], + [1.894, 0.473, 0.467], + [2.172, 0.616, 0.629], + [1.908, 0.493, 0.504], + [1.922, 0.499, 0.479], + [1.919, 0.494, 0.473] ] } diff --git a/hyper-parquet/results/c6a.4xlarge.json b/hyper-parquet/results/c6a.4xlarge.json index a8d5156b0..848767738 100644 --- a/hyper-parquet/results/c6a.4xlarge.json +++ b/hyper-parquet/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "yes", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.675, 0.025, 0.025], - [1.02, 0.048, 0.048], - [1.734, 0.173, 0.17], - [2.264, 0.124, 0.125], - [2.892, 0.724, 0.737], - [2.566, 0.675, 0.747], - [0.742, 0.104, 0.103], - [1.005, 0.047, 0.046], - [3.262, 0.966, 0.961], - [3.357, 1.139, 1.123], - [2.124, 0.13, 0.125], - [2.595, 0.152, 0.149], - [2.976, 0.647, 0.652], - [4.581, 1.465, 1.46], - [2.64, 0.681, 0.678], - [2.358, 0.79, 0.763], - [4.264, 1.35, 1.344], - [4.14, 1.228, 1.245], - [6.77, 2.775, 2.781], - [1.66, 0.06, 0.058], - [12.021, 1.013, 1.014], - [12.998, 1.095, 1.083], - [22.101, 3.258, 3.301], - [52.015, 4.152, 4.132], - [4.332, 0.462, 0.459], - [2.332, 0.406, 0.393], - [4.355, 0.462, 0.467], - [10.746, 1.178, 1.218], - [9.203, 3.402, 3.368], - [5.145, 4.53, 4.495], - [3.815, 0.719, 0.73], - [7.506, 0.939, 0.948], - [7.908, 4.209, 4.35], - [11.137, 2.219, 2.23], - [11.122, 2.259, 2.258], - [1.666, 0.696, 0.694], - [0.793, 0.096, 0.098], - [0.745, 0.099, 0.097], - [0.741, 0.037, 0.04], - [0.954, 0.179, 0.195], - [0.706, 0.025, 0.022], - [0.781, 0.021, 0.022], - [0.707, 0.04, 0.039] + [1.638, 0.421, 0.409], + [1.746, 0.438, 0.443], + [2.37, 0.544, 0.578], + [3.007, 0.539, 0.532], + [3.416, 1.16, 1.16], + [3.581, 1.089, 1.095], + [1.669, 0.502, 0.486], + [1.771, 0.439, 0.456], + [3.877, 1.362, 1.42], + [4.459, 1.573, 1.572], + [3.166, 0.546, 0.514], + [3.145, 0.574, 0.548], + [3.584, 1.062, 1.017], + [5.585, 1.865, 1.938], + [3.681, 1.082, 1.119], + [3.431, 1.202, 1.194], + [5.287, 1.805, 1.817], + [5.182, 1.716, 1.742], + [7.834, 3.135, 3.142], + [2.266, 0.441, 0.448], + [11.528, 1.433, 1.459], + [13.075, 1.534, 1.51], + [21.52, 3.677, 3.75], + [49.329, 4.626, 4.609], + [4.716, 0.85, 0.899], + [2.834, 0.783, 0.787], + [4.702, 0.847, 0.841], + [11.62, 1.642, 1.702], + [10.041, 3.549, 3.581], + [5.984, 4.924, 4.906], + [4.707, 1.192, 1.143], + [8.432, 1.405, 1.435], + [8.859, 4.642, 4.644], + [12.04, 2.713, 2.731], + [11.977, 2.652, 2.662], + [2.577, 1.11, 1.079], + [1.679, 0.504, 0.523], + [1.749, 0.507, 0.491], + [1.737, 0.446, 0.425], + [1.956, 0.604, 0.587], + [1.685, 0.409, 0.453], + [1.775, 0.4, 0.45], + [1.712, 0.432, 0.429] ] } diff --git a/hyper-parquet/results/c6a.large.json b/hyper-parquet/results/c6a.large.json index bef66d331..a3151010f 100644 --- a/hyper-parquet/results/c6a.large.json +++ b/hyper-parquet/results/c6a.large.json @@ -1,6 +1,6 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.large", "cluster_size": 1, "proprietary": "yes", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [4.296, 0.165, 0.164], - [2.228, 0.317, 0.318], - [3.566, 1.236, 1.252], - [4.795, 0.854, 0.854], - [6.33, 3.917, 3.577], - [7.364, 4.749, 4.735], - [2.785, 0.758, 0.755], - [2.194, 0.307, 0.31], - [8.323, 5.395, 5.406], - [9.894, 6.405, 6.825], - [3.69, 0.81, 0.818], - [3.966, 0.955, 0.95], - [6.88, 4.434, 4.409], - [34.85, 32.845, 33.036], - [7.151, 4.611, 4.61], - [6.91, 4.222, 4.236], - [50.616, 47.619, 47.928], - [32.846, 30.515, 30.893], - [130.034, 127.044, 127.319], - [2.882, 0.297, 0.297], - [12.484, 6.803, 6.807], - [13.753, 7.606, 7.289], - [33.435, 31.915, 31.902], - [55.041, 53.41, 53.599], - [6.706, 3.279, 3.271], - [5.148, 2.779, 2.847], - [6.726, 3.242, 3.244], - [13.757, 8.292, 8.305], - [28.158, 23.346, 23.21], - [36.473, 34.889, 34.608], - [8.601, 5.035, 5.022], - [12.276, 6.102, 6.037], - [187.584, 187.145, 185.479], + [3.064, 1.015, 0.996], + [3.263, 1.15, 1.165], + [4.583, 2.116, 2.079], + [4.784, 1.721, 1.722], + [7.923, 4.614, 4.78], + [8.366, 5.629, 5.407], + [3.861, 1.623, 1.623], + [3.437, 1.177, 1.151], + [9.429, 6.337, 6.291], + [11.18, 7.6, 7.565], + [5.026, 1.662, 1.643], + [5.155, 1.852, 1.828], + [8.046, 5.176, 5.151], + [33.993, 34.016, 34.292], + [8.382, 5.448, 5.387], + [7.993, 5.062, 5.084], + [51.634, 52.068, 51.475], + [33.19, 33.396, 33.208], + [127.905, 129.14, 129.292], + [3.834, 1.144, 1.162], + [13.741, 7.917, 7.79], + [15.705, 14.56, 14.544], + [34.906, 34.75, 35.128], + [59.771, 59.831, 60.254], + [7.775, 4.133, 4.203], + [6.245, 3.62, 3.684], + [8.001, 4.17, 4.092], + [15.523, 9.466, 9.591], + [29.372, 25.09, 25.871], + [37.402, 35.756, 35.958], + [9.603, 5.912, 5.845], + [14.078, 7.645, 7.618], + [187.627, 187.049, 187.466], [null, null, null], [null, null, null], - [6.264, 3.633, 3.662], - [1.964, 0.144, 0.146], - [2.031, 0.17, 0.169], - [1.911, 0.075, 0.079], - [2.192, 0.255, 0.262], - [1.855, 0.055, 0.055], - [1.999, 0.056, 0.057], - [1.982, 0.084, 0.083] + [7.46, 4.415, 4.408], + [3.109, 0.99, 1.034], + [3.063, 0.998, 1.009], + [3.032, 0.905, 0.906], + [3.353, 1.092, 1.089], + [2.947, 0.888, 0.899], + [3.028, 0.908, 0.889], + [2.874, 0.945, 0.944] ] } diff --git a/hyper-parquet/results/c6a.metal.json b/hyper-parquet/results/c6a.metal.json index 9d5e22b70..49b7901f6 100644 --- a/hyper-parquet/results/c6a.metal.json +++ b/hyper-parquet/results/c6a.metal.json @@ -1,58 +1,57 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-05-03", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "yes", "tuned": "no", - - "tags": ["C++", "column-oriented"], - + "tags": ["C++","column-oriented"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.620,0.017,0.017], - [0.642,0.025,0.019], - [1.079,0.048,0.046], - [1.813,0.042,0.041], - [1.875,0.156,0.159], - [2.073,0.191,0.193], - [0.583,0.028,0.028], - [0.681,0.021,0.021], - [2.212,0.192,0.202], - [2.571,0.221,0.221], - [1.797,0.056,0.054], - [1.916,0.056,0.061], - [2.222,0.204,0.212], - [3.708,0.536,0.549], - [2.130,0.215,0.207], - [1.722,0.174,0.170], - [3.468,0.363,0.350], - [3.427,0.292,0.314], - [5.467,0.538,0.537], - [1.378,0.033,0.036], - [10.764,0.318,0.311], - [12.147,0.332,0.358], - [20.655,0.623,0.649], - [48.625,1.465,1.394], - [3.866,0.150,0.150], - [2.011,0.138,0.131], - [3.874,0.155,0.142], - [10.759,0.360,0.362], - [9.138,0.668,0.707], - [1.175,0.614,0.625], - [3.660,0.209,0.212], - [7.279,0.339,0.330], - [6.053,0.803,0.929], - [10.891,0.702,0.674], - [10.902,0.639,0.664], - [1.377,0.132,0.130], - [0.699,0.120,0.104], - [0.743,0.106,0.107], - [0.721,0.045,0.043], - [0.905,0.193,0.194], - [0.670,0.033,0.027], - [0.744,0.026,0.025], - [0.679,0.042,0.042] - ] + [2.004, 0.408, 0.411], + [2.058, 0.427, 0.426], + [2.346, 0.45, 0.459], + [2.998, 0.459, 0.45], + [3.106, 0.602, 0.602], + [3.453, 0.638, 0.639], + [2.021, 0.442, 0.444], + [2.108, 0.423, 0.426], + [3.383, 0.636, 0.655], + [4.006, 0.698, 0.673], + [3.189, 0.476, 0.468], + [3.216, 0.49, 0.51], + [3.491, 0.648, 0.658], + [5.081, 0.954, 0.973], + [3.518, 0.669, 0.631], + [3.141, 0.627, 0.605], + [4.903, 0.795, 0.841], + [4.787, 0.734, 0.725], + [6.983, 1.009, 1.069], + [2.75, 0.467, 0.452], + [12.154, 0.743, 0.75], + [13.731, 0.788, 0.759], + [22.402, 1.069, 1.154], + [51.259, 1.972, 1.948], + [5.392, 0.586, 0.589], + [3.482, 0.531, 0.555], + [5.335, 0.607, 0.596], + [12.314, 0.842, 0.795], + [10.159, 1.188, 1.194], + [2.532, 1.035, 1.157], + [4.77, 0.621, 0.737], + [8.309, 0.747, 0.774], + [7.252, 1.396, 1.263], + [12.012, 1.117, 1.188], + [12.003, 1.203, 1.176], + [2.404, 0.578, 0.611], + [1.969, 0.519, 0.512], + [1.822, 0.507, 0.518], + [1.813, 0.466, 0.451], + [2.135, 0.596, 0.621], + [1.859, 0.444, 0.438], + [1.912, 0.448, 0.452], + [1.838, 0.456, 0.492] +] } + diff --git a/hyper-parquet/results/c6a.xlarge.json b/hyper-parquet/results/c6a.xlarge.json index 5c2a94160..b21ef8e42 100644 --- a/hyper-parquet/results/c6a.xlarge.json +++ b/hyper-parquet/results/c6a.xlarge.json @@ -1,6 +1,6 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "yes", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [1.283, 0.085, 0.084], - [1.369, 0.167, 0.162], - [2.328, 0.623, 0.625], - [2.627, 0.434, 0.433], - [4.007, 2.078, 2.075], - [3.948, 2.449, 2.427], - [1.517, 0.383, 0.382], - [1.225, 0.157, 0.157], - [4.846, 2.968, 2.917], - [5.384, 3.617, 3.528], - [2.877, 0.418, 0.415], - [2.085, 0.494, 0.493], - [3.826, 2.245, 2.246], - [6.981, 5.099, 4.973], - [3.908, 2.363, 2.383], - [3.778, 2.273, 2.236], - [6.244, 4.342, 4.325], - [5.992, 4.04, 4.004], - [90.626, 89.575, 91.629], - [1.649, 0.159, 0.156], - [10.595, 3.457, 3.535], - [12.151, 3.722, 3.721], - [20.771, 11.991, 12.025], - [49.013, 49.233, 49.153], - [3.872, 1.645, 1.65], - [2.805, 1.409, 1.412], - [3.869, 1.651, 1.649], - [10.756, 4.202, 4.209], - [14.085, 11.674, 11.725], - [18.545, 17.358, 17.195], - [4.683, 2.609, 2.635], - [8.033, 3.137, 3.113], - [172.187, 172.248, 171.47], + [9.519, 0.663, 0.642], + [2.7, 0.743, 0.749], + [3.078, 1.21, 1.179], + [4.562, 1.006, 1.003], + [4.518, 2.702, 2.672], + [5.149, 3.021, 2.966], + [3.108, 0.98, 0.956], + [2.043, 0.716, 0.741], + [5.69, 3.478, 3.473], + [6.225, 4.143, 4.07], + [3.177, 0.979, 0.996], + [3.162, 1.097, 1.082], + [4.682, 2.808, 2.798], + [7.85, 5.499, 5.463], + [4.907, 2.938, 2.933], + [4.728, 2.78, 2.785], + [7.25, 4.882, 4.881], + [6.868, 4.582, 4.628], + [96.389, 95.203, 94.315], + [2.659, 0.701, 0.734], + [12.826, 4.125, 4.126], + [13.93, 4.423, 4.358], + [23.246, 12.706, 12.767], + [53.88, 53.434, 51.157], + [4.682, 2.251, 2.226], + [3.95, 1.979, 1.994], + [4.88, 2.227, 2.232], + [11.834, 4.877, 4.915], + [15.69, 12.307, 12.262], + [19.433, 17.925, 18.636], + [5.74, 3.17, 3.194], + [9.056, 3.699, 3.721], + [170.215, 163.699, 163.089], [null, null, null], [null, null, null], - [3.594, 2.053, 2.044], - [1.286, 0.11, 0.11], - [1.279, 0.129, 0.128], - [1.256, 0.05, 0.051], - [1.417, 0.215, 0.211], - [1.11, 0.037, 0.036], - [1.208, 0.036, 0.037], - [1.124, 0.054, 0.058] + [4.764, 2.539, 2.54], + [2.325, 0.713, 0.689], + [2.298, 0.681, 0.706], + [2.301, 0.622, 0.636], + [2.55, 0.773, 0.773], + [2.24, 0.614, 0.622], + [2.384, 0.61, 0.594], + [2.32, 0.645, 0.635] ] } diff --git a/hyper-parquet/results/c7a.metal-48xl.json b/hyper-parquet/results/c7a.metal-48xl.json index 5d87c6701..26f1daa53 100644 --- a/hyper-parquet/results/c7a.metal-48xl.json +++ b/hyper-parquet/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-30", + "system": "Salesforce Hyper (Parquet)", + "date": "2025-10-26", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented"], + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented"], "load_time": 0, "data_size": 14737666736, "result": [ - [0.672, 0.015, 0.014], - [1.633, 0.014, 0.015], - [2.128, 0.032, 0.037], - [2.793, 0.036, 0.036], - [2.873, 0.117, 0.113], - [3.095, 0.142, 0.132], - [1.45, 0.026, 0.025], - [1.828, 0.016, 0.017], - [3.16, 0.137, 0.137], - [3.453, 0.164, 0.161], - [2.569, 0.039, 0.042], - [2.928, 0.043, 0.045], - [3.071, 0.144, 0.141], - [4.497, 0.295, 0.3], - [2.738, 0.141, 0.145], - [2.621, 0.121, 0.116], - [4.43, 0.247, 0.236], - [4.095, 0.202, 0.204], - [6.314, 0.456, 0.411], - [1.727, 0.024, 0.027], - [11.901, 0.223, 0.214], - [12.929, 0.237, 0.21], - [21.379, 0.499, 0.439], - [49.993, 0.973, 0.96], - [4.277, 0.109, 0.12], - [2.996, 0.092, 0.087], - [4.988, 0.109, 0.112], - [11.236, 0.259, 0.235], - [9.074, 0.527, 0.523], - [0.88, 0.3, 0.319], - [3.635, 0.146, 0.152], - [7.219, 0.207, 0.208], - [6.005, 0.531, 0.538], - [10.762, 0.464, 0.421], - [10.782, 0.432, 0.446], - [1.341, 0.113, 0.101], - [0.665, 0.092, 0.091], - [0.634, 0.084, 0.086], - [0.652, 0.033, 0.035], - [0.846, 0.175, 0.168], - [0.607, 0.022, 0.022], - [0.672, 0.02, 0.021], - [0.603, 0.038, 0.036] + [1.77, 0.365, 0.368], + [2.377, 0.387, 0.385], + [2.828, 0.391, 0.406], + [3.422, 0.41, 0.413], + [3.452, 0.499, 0.497], + [3.609, 0.518, 0.518], + [1.947, 0.401, 0.383], + [2.282, 0.373, 0.381], + [3.876, 0.551, 0.536], + [3.956, 0.589, 0.58], + [3.205, 0.41, 0.412], + [3.431, 0.423, 0.431], + [3.604, 0.53, 0.523], + [5.02, 0.747, 0.733], + [3.46, 0.532, 0.528], + [3.043, 0.493, 0.51], + [4.895, 0.652, 0.65], + [4.741, 0.629, 0.63], + [6.81, 0.93, 0.918], + [2.127, 0.397, 0.399], + [11.366, 0.634, 0.633], + [12.916, 0.649, 0.68], + [21.345, 0.892, 0.929], + [49.362, 1.614, 1.582], + [4.624, 0.485, 0.494], + [2.759, 0.471, 0.463], + [4.623, 0.517, 0.507], + [11.507, 0.672, 0.648], + [9.866, 1.022, 1.065], + [1.711, 0.743, 0.82], + [4.397, 0.558, 0.549], + [8.034, 0.656, 0.624], + [6.935, 1.294, 1.287], + [11.59, 0.884, 0.919], + [11.571, 0.898, 0.896], + [2.134, 0.501, 0.494], + [1.465, 0.473, 0.46], + [1.454, 0.447, 0.459], + [1.774, 0.405, 0.42], + [1.625, 0.536, 0.546], + [1.521, 0.394, 0.391], + [1.652, 0.422, 0.393], + [1.566, 0.423, 0.409] ] } + diff --git a/hyper-parquet/results/t3a.small.json b/hyper-parquet/results/t3a.small.json index 519b8a90b..502b7fd4d 100644 --- a/hyper-parquet/results/t3a.small.json +++ b/hyper-parquet/results/t3a.small.json @@ -1,6 +1,6 @@ { "system": "Salesforce Hyper (Parquet)", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "t3a.small", "cluster_size": 1, "proprietary": "yes", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [4.416, 0.27, 0.268], - [5.244, 0.61, 0.606], - [6.584, 2.025, 2.022], - [6.532, 1.401, 1.407], - [32.133, 27.964, 27.469], + [5.794, 2.941, 2.929], + [6.481, 3.456, 3.071], + [8.775, 4.84, 4.563], + [8.64, 3.879, 3.781], + [38.207, 37.449, 32.629], [null, null, null], - [5.551, 1.219, 1.223], - [4.946, 0.481, 0.611], - [42.941, 38.233, 38.486], - [48.027, 43.101, 44.161], - [6.541, 1.455, 1.446], - [7.175, 1.818, 1.802], + [6.864, 3.611, 3.956], + [6.406, 3.33, 2.986], + [47.496, 47.145, 47.215], + [51.307, 50.964, 52.535], + [8.368, 4.257, 4.278], + [9.085, 4.577, 4.603], [null, null, null], [null, null, null], [null, null, null], - [48.811, 46.138, 46.224], + [55.754, 56.686, 57.681], [null, null, null], [null, null, null], [null, null, null], - [5.502, 0.58, 0.574], - [19.459, 15.691, 15.406], - [21.232, 17.413, 17.436], - [51.723, 46.92, 47.528], + [6.92, 2.923, 3.291], + [21.844, 21.502, 21.039], + [23.821, 22.883, 23.21], + [55.498, 55.953, 56.153], [null, null, null], - [10.935, 5.11, 5.191], - [9.163, 4.411, 4.412], - [11.122, 5.137, 5.147], - [22.979, 18.422, 18.623], + [13.244, 8.882, 8.393], + [10.733, 7.231, 6.797], + [12.549, 8.941, 8.433], + [25.471, 24.583, 24.34], [null, null, null], - [118.781, 114.765, 114.705], - [14.366, 9.092, 8.911], - [52.04, 46.888, 46.461], - [289.845, 285.724, 285.351], + [119.67, 117.825, 116.624], + [17.496, 15.988, 15.558], + [62.143, 62.123, 62.18], + [318.45, 317.794, 323.067], [null, null, null], [null, null, null], - [40.651, 34.747, 34.795], - [4.527, 0.262, 0.264], - [4.537, 0.283, 0.298], - [4.569, 0.137, 0.13], - [4.965, 0.446, 0.448], - [4.228, 0.105, 0.103], - [4.531, 0.094, 0.108], - [4.326, 0.144, 0.146] + [44.068, 46.014, 44.744], + [5.946, 2.74, 3.025], + [6.047, 2.634, 2.971], + [5.863, 2.798, 2.524], + [6.579, 3.236, 3.323], + [5.709, 2.783, 2.713], + [5.787, 2.812, 2.529], + [5.653, 2.821, 2.851] ] } diff --git a/hyper/query.py b/hyper/query.py index e1833c0e4..fd8179635 100755 --- a/hyper/query.py +++ b/hyper/query.py @@ -6,10 +6,10 @@ query = sys.stdin.read() -with HyperProcess(telemetry=Telemetry.DO_NOT_SEND_USAGE_DATA_TO_TABLEAU) as hyper: - with Connection(hyper.endpoint, 'hits.hyper', CreateMode.NONE) as connection: - for _ in range(3): - start = timeit.default_timer() +for _ in range(3): + start = timeit.default_timer() + with HyperProcess(telemetry=Telemetry.DO_NOT_SEND_USAGE_DATA_TO_TABLEAU) as hyper: + with Connection(hyper.endpoint, 'hits.hyper', CreateMode.NONE) as connection: try: connection.execute_list_query(query) print(round(timeit.default_timer() - start, 3)) diff --git a/hyper/results/c6a.2xlarge.json b/hyper/results/c6a.2xlarge.json index 13e3d4b3b..41deb58a2 100644 --- a/hyper/results/c6a.2xlarge.json +++ b/hyper/results/c6a.2xlarge.json @@ -1,56 +1,57 @@ { - "system": "Salesforce Hyper", - "date": "2025-07-10", + "system": "Salesforce Hyper", + "date": "2025-10-26", "machine": "c6a.2xlarge", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented"], - "load_time": 686, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented"], + "load_time": 639, "data_size": 18959040512, "result": [ - [0.038, 0.01, 0.01], - [0.157, 0.017, 0.017], - [0.478, 0.057, 0.057], - [1.093, 0.056, 0.056], - [1.121, 0.875, 0.885], - [2.195, 0.341, 0.34], - [0.133, 0.002, 0.002], - [0.19, 0.018, 0.017], - [2.413, 1.24, 1.244], - [3.906, 1.335, 1.333], - [1.19, 0.09, 0.089], - [1.209, 0.096, 0.095], - [2.207, 0.55, 0.561], - [5.262, 1.854, 1.883], - [2.263, 0.62, 0.624], - [1.666, 1.067, 1.069], - [5.019, 1.61, 1.62], - [4.592, 1.444, 1.447], - [9.284, 3.37, 3.439], - [0.21, 0.002, 0.002], - [14.784, 0.643, 0.643], - [19.204, 0.641, 0.657], - [17.137, 0.428, 0.425], - [64.173, 29.257, 13.603], - [5.485, 0.104, 0.105], - [1.984, 0.104, 0.104], - [5.488, 0.105, 0.105], - [17.736, 0.936, 1.138], - [12.672, 4.397, 4.41], - [1.15, 0.971, 0.97], - [5.316, 0.544, 0.534], - [8.832, 0.847, 0.843], - [9.829, 6.197, 6.216], - [15.53, 2.303, 2.312], - [18.027, 2.505, 2.301], - [1.159, 0.921, 0.911], - [0.194, 0.017, 0.017], - [0.166, 0.006, 0.005], - [0.177, 0.004, 0.003], - [0.28, 0.031, 0.032], - [0.279, 0.002, 0.002], - [0.28, 0.003, 0.003], - [0.165, 0.005, 0.004] + [1.091, 0.115, 0.104], + [1.213, 0.117, 0.117], + [1.53, 0.188, 0.19], + [2.294, 0.162, 0.16], + [2.253, 1.131, 1.116], + [3.27, 0.517, 0.524], + [1.189, 0.096, 0.096], + [1.217, 0.109, 0.109], + [3.543, 1.533, 1.494], + [5.037, 1.678, 1.642], + [2.247, 0.23, 0.219], + [2.26, 0.25, 0.251], + [3.291, 0.761, 0.732], + [6.592, 2.382, 2.266], + [3.295, 0.896, 0.883], + [2.939, 1.295, 1.329], + [6.081, 1.951, 2.054], + [5.851, 1.733, 1.821], + [10.684, 4.056, 3.999], + [1.288, 0.094, 0.092], + [15.78, 0.947, 0.991], + [17.199, 1.018, 1.147], + [18.092, 0.916, 0.881], + [65.459, 23.181, 23.193], + [6.492, 0.277, 0.277], + [2.988, 0.255, 0.252], + [6.513, 0.267, 0.27], + [16.411, 1.321, 1.303], + [13.641, 4.653, 4.661], + [2.173, 1.121, 1.111], + [6.386, 0.798, 0.793], + [10.018, 1.114, 1.134], + [11.507, 6.759, 6.692], + [16.646, 2.797, 2.807], + [16.682, 2.781, 2.799], + [2.346, 1.141, 1.159], + [1.26, 0.123, 0.122], + [1.224, 0.1, 0.1], + [1.227, 0.115, 0.108], + [1.325, 0.136, 0.134], + [1.328, 0.102, 0.096], + [1.326, 0.097, 0.097], + [1.206, 0.108, 0.108] ] -} \ No newline at end of file +} + diff --git a/hyper/results/c6a.4xlarge.json b/hyper/results/c6a.4xlarge.json index 5ad81de61..91f625e47 100644 --- a/hyper/results/c6a.4xlarge.json +++ b/hyper/results/c6a.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "Salesforce Hyper", - "date": "2025-07-10", + "system": "Salesforce Hyper", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented"], - "load_time": 687, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented"], + "load_time": 668, "data_size": 18959040512, "result": [ - [0.036, 0.006, 0.006], - [0.096, 0.009, 0.009], - [0.476, 0.03, 0.029], - [1.094, 0.03, 0.029], - [0.984, 0.581, 0.564], - [2.117, 0.16, 0.16], - [0.09, 0.003, 0.003], - [0.106, 0.01, 0.009], - [2.179, 0.795, 0.804], - [3.702, 0.836, 0.834], - [1.18, 0.048, 0.048], - [1.185, 0.051, 0.051], - [2.162, 0.298, 0.3], - [4.773, 0.956, 0.958], - [2.169, 0.298, 0.3], - [1.487, 0.688, 0.688], - [4.648, 1.011, 1.028], - [4.428, 0.896, 0.883], - [8.694, 2.079, 2.1], - [0.147, 0.003, 0.003], - [17.196, 0.419, 0.395], - [16.212, 0.396, 0.399], - [17.853, 0.304, 0.335], - [55.378, 0.523, 0.511], - [5.488, 0.06, 0.059], - [1.984, 0.057, 0.057], - [5.49, 0.063, 0.062], - [15.914, 0.677, 0.696], - [12.657, 2.297, 2.309], - [0.619, 0.488, 0.488], - [4.974, 0.278, 0.279], - [8.976, 0.522, 0.518], - [8.216, 3.848, 3.808], - [17.794, 1.449, 1.469], - [15.345, 1.463, 1.479], - [0.958, 0.638, 0.636], - [0.131, 0.012, 0.011], - [0.116, 0.005, 0.004], - [0.115, 0.004, 0.004], - [0.236, 0.022, 0.022], - [0.171, 0.004, 0.003], - [0.17, 0.004, 0.004], - [0.117, 0.005, 0.004] + [1.138, 0.101, 0.099], + [1.205, 0.099, 0.098], + [1.572, 0.144, 0.14], + [2.144, 0.124, 0.123], + [2.061, 0.691, 0.69], + [3.208, 0.3, 0.299], + [0.998, 0.092, 0.092], + [1.204, 0.097, 0.099], + [3.331, 0.92, 0.914], + [4.782, 1.007, 1.003], + [2.266, 0.154, 0.152], + [2.272, 0.171, 0.181], + [3.214, 0.434, 0.427], + [5.943, 1.144, 1.135], + [3.223, 0.464, 0.476], + [2.754, 0.804, 0.812], + [5.766, 1.169, 1.179], + [5.643, 1.031, 1.041], + [9.885, 2.241, 2.241], + [1.236, 0.09, 0.089], + [15.84, 0.607, 0.61], + [17.251, 0.654, 0.641], + [18.156, 0.573, 0.58], + [56.271, 14.593, 12.762], + [6.405, 0.19, 0.187], + [2.884, 0.184, 0.182], + [6.4, 0.188, 0.187], + [16.446, 0.775, 0.77], + [13.474, 2.43, 2.43], + [1.716, 0.629, 0.631], + [6.286, 0.456, 0.457], + [9.832, 0.643, 0.635], + [9.18, 3.877, 3.852], + [16.212, 1.651, 1.646], + [16.405, 1.658, 1.643], + [2.241, 0.724, 0.739], + [1.208, 0.109, 0.113], + [1.194, 0.095, 0.093], + [1.207, 0.109, 0.111], + [1.261, 0.122, 0.12], + [1.264, 0.095, 0.093], + [1.271, 0.095, 0.093], + [1.213, 0.097, 0.098] ] -} \ No newline at end of file +} + diff --git a/hyper/results/c6a.large.json b/hyper/results/c6a.large.json new file mode 100644 index 000000000..06a4abef9 --- /dev/null +++ b/hyper/results/c6a.large.json @@ -0,0 +1,57 @@ +{ + "system": "Salesforce Hyper", + "date": "2025-10-16", + "machine": "c6a.large", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented"], + "load_time": 781, + "data_size": 18959040512, + "result": [ + [0.077, 0.042, 0.043], + [0.534, 0.073, 0.073], + [1.443, 0.226, 0.226], + [1.967, 0.219, 0.219], + [3.502, 2.581, 2.632], + [2.824, 1.187, 1.19], + [0.463, 0.002, 0.002], + [0.521, 0.075, 0.075], + [5.251, 3.238, 3.2], + [6.6, 3.78, 3.617], + [2.771, 0.36, 0.358], + [2.882, 0.363, 0.368], + [4.87, 1.741, 1.755], + [10.992, 6.142, 6.165], + [5.07, 1.848, 1.855], + [4.858, 3.142, 3.052], + [10.4, 5.469, 4.927], + [9.671, 4.806, 4.398], + [114.993, 120.63, 120.087], + [0.816, 0.004, 0.004], + [20.329, 22.671, 23.913], + [22.507, 24.243, 25.628], + [23.602, 20.991, 20.593], + [74.987, 70.269, 68.871], + [6.249, 0.399, 0.396], + [3.515, 0.407, 0.401], + [6.22, 0.403, 0.403], + [22.288, 25.39, 25.348], + [33.542, 31.051, 30.708], + [4.179, 3.715, 3.786], + [6.977, 1.712, 1.732], + [10.834, 4.453, 2.885], + [172.245, 175.589, 176.369], + [478.941, 461.72, 470.315], + [479.096, 456.128, 456.587], + [3.67, 2.349, 2.345], + [0.76, 0.056, 0.05], + [0.563, 0.019, 0.018], + [0.569, 0.008, 0.007], + [1.003, 0.104, 0.1], + [0.998, 0.004, 0.004], + [1.014, 0.006, 0.006], + [0.524, 0.012, 0.012] +] +} + diff --git a/hyper/results/c6a.metal.json b/hyper/results/c6a.metal.json index e596e7a88..03e870733 100644 --- a/hyper/results/c6a.metal.json +++ b/hyper/results/c6a.metal.json @@ -1,58 +1,57 @@ { "system": "Salesforce Hyper", - "date": "2024-01-17", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "yes", "tuned": "no", - - "tags": ["C++", "column-oriented"], - - "load_time": 413, + "tags": ["C++","column-oriented"], + "load_time": 444, "data_size": 18959040512, "result": [ - [0.027,0.018,0.005], - [0.075,0.022,0.011], - [0.477,0.016,0.015], - [1.102,0.026,0.025], - [0.672,0.092,0.083], - [2.029,0.056,0.060], - [0.076,0.015,0.020], - [0.070,0.011,0.016], - [1.865,0.148,0.149], - [3.330,0.167,0.172], - [1.174,0.029,0.052], - [1.185,0.021,0.023], - [2.043,0.068,0.068], - [4.231,0.242,0.240], - [2.045,0.074,0.075], - [1.254,0.174,0.164], - [4.217,0.208,0.208], - [4.160,0.147,0.153], - [8.140,0.498,0.514], - [0.123,0.014,0.013], - [14.915,0.092,0.078], - [16.253,0.072,0.066], - [17.236,0.057,0.058], - [41.629,0.091,0.083], - [5.490,0.016,0.019], - [1.989,0.014,0.015], - [5.492,0.015,0.016], - [15.379,0.095,0.092], - [12.728,0.367,0.383], - [0.229,0.054,0.054], - [4.880,0.067,0.066], - [8.411,0.093,0.097], - [6.423,0.757,0.761], - [15.299,0.302,0.310], - [14.980,0.266,0.269], - [0.757,0.127,0.122], - [0.117,0.024,0.022], - [0.105,0.030,0.014], - [0.107,0.016,0.025], - [0.157,0.037,0.040], - [0.142,0.018,0.018], - [0.142,0.017,0.017], - [0.089,0.017,0.017] - ] + [1.068, 0.117, 0.123], + [1.124, 0.134, 0.133], + [1.248, 0.193, 0.204], + [2.002, 0.135, 0.141], + [1.503, 0.34, 0.286], + [2.828, 0.299, 0.296], + [0.798, 0.134, 0.133], + [0.803, 0.136, 0.142], + [2.703, 0.348, 0.375], + [4.117, 0.447, 0.439], + [1.91, 0.206, 0.199], + [1.909, 0.259, 0.251], + [2.775, 0.329, 0.314], + [5.092, 0.506, 0.479], + [2.8, 0.39, 0.392], + [2.181, 0.322, 0.32], + [5.133, 0.448, 0.484], + [5.064, 0.409, 0.408], + [9.17, 0.678, 0.667], + [1.011, 0.13, 0.132], + [15.445, 0.589, 0.558], + [17.165, 0.724, 0.745], + [18.067, 0.875, 0.945], + [42.653, 5.873, 5.551], + [6.498, 0.268, 0.241], + [2.725, 0.259, 0.247], + [6.237, 0.25, 0.248], + [15.972, 0.635, 0.608], + [13.67, 0.613, 0.679], + [1.246, 0.342, 0.332], + [5.708, 0.472, 0.476], + [9.303, 0.45, 0.447], + [7.814, 1.069, 1.085], + [15.701, 0.79, 0.853], + [15.949, 0.88, 0.893], + [2.012, 0.315, 0.285], + [0.916, 0.163, 0.17], + [0.864, 0.14, 0.15], + [0.887, 0.164, 0.17], + [0.978, 0.177, 0.179], + [0.903, 0.128, 0.128], + [0.915, 0.132, 0.137], + [0.863, 0.144, 0.142] +] } + diff --git a/hyper/results/c6a.xlarge.json b/hyper/results/c6a.xlarge.json index 02f3caf1e..9018b7fbf 100644 --- a/hyper/results/c6a.xlarge.json +++ b/hyper/results/c6a.xlarge.json @@ -1,57 +1,57 @@ { "system": "Salesforce Hyper", - "date": "2025-08-31", + "date": "2025-10-26", "machine": "c6a.xlarge", "cluster_size": 1, "proprietary": "yes", "tuned": "no", "tags": ["C++","column-oriented"], - "load_time": 661, + "load_time": 647, "data_size": 18959040512, "result": [ - [0.054, 0.021, 0.021], - [0.299, 0.037, 0.036], - [0.753, 0.114, 0.114], - [1.101, 0.108, 0.108], - [1.872, 1.427, 1.43], - [2.309, 0.667, 0.68], - [0.256, 0.002, 0.001], - [0.293, 0.038, 0.037], - [2.862, 2.07, 1.972], - [4.243, 2.111, 2.127], - [1.4, 0.168, 0.167], - [1.447, 0.178, 0.172], - [2.458, 0.993, 1.074], - [6.207, 3.38, 3.382], - [2.547, 1.034, 1.045], - [2.468, 1.821, 1.801], - [5.649, 2.798, 2.984], - [5.001, 2.466, 2.484], - [10.603, 6.097, 6.08], - [0.435, 0.002, 0.002], - [16.277, 1.508, 1.165], - [20.091, 1.141, 1.129], - [22.119, 0.739, 0.737], - [72.69, 55, 43.277], - [5.486, 0.205, 0.205], - [1.986, 0.204, 0.204], - [5.514, 0.206, 0.205], - [17.741, 1.821, 1.823], - [15.248, 8.727, 8.815], - [2.109, 1.895, 1.856], - [5.214, 0.929, 0.933], - [9.177, 1.461, 1.445], - [154.67, 155.619, 151.901], - [19.148, 4.246, 4.176], - [17.437, 4.307, 4.142], - [2.028, 1.533, 1.528], - [0.39, 0.029, 0.027], - [0.298, 0.01, 0.009], - [0.308, 0.005, 0.004], - [0.523, 0.056, 0.055], - [0.523, 0.003, 0.002], - [0.53, 0.004, 0.003], - [0.287, 0.007, 0.007] + [1.096, 0.111, 0.112], + [1.311, 0.14, 0.138], + [1.781, 0.27, 0.271], + [2.275, 0.216, 0.219], + [2.949, 1.646, 1.631], + [3.353, 0.918, 0.899], + [1.171, 0.097, 0.095], + [1.312, 0.142, 0.14], + [3.897, 2.253, 2.305], + [5.397, 2.525, 2.562], + [2.294, 0.336, 0.343], + [2.51, 0.386, 0.385], + [3.545, 1.224, 1.244], + [7.288, 3.656, 3.712], + [3.605, 1.333, 1.327], + [3.588, 1.904, 1.993], + [6.465, 3.109, 3.124], + [6.175, 2.755, 2.81], + [11.769, 6.343, 6.356], + [1.374, 0.1, 0.098], + [16.199, 1.757, 1.764], + [18.535, 2.174, 2.107], + [20.724, 2.073, 2.195], + [73.148, 72.806, 72.464], + [6.46, 0.402, 0.399], + [2.977, 0.393, 0.391], + [6.482, 0.41, 0.403], + [16.563, 2.492, 2.526], + [16.489, 9.12, 9.013], + [3.18, 2.064, 2.064], + [6.471, 1.259, 1.28], + [10.269, 1.752, 1.771], + [154.241, 155.336, 155.531], + [17.998, 4.909, 4.942], + [17.776, 5.015, 4.916], + [3.072, 1.673, 1.674], + [1.431, 0.15, 0.154], + [1.354, 0.125, 0.118], + [1.343, 0.128, 0.131], + [1.554, 0.186, 0.186], + [1.567, 0.107, 0.105], + [1.564, 0.109, 0.107], + [1.327, 0.12, 0.119] ] } diff --git a/hyper/results/c7a.metal-48xl.json b/hyper/results/c7a.metal-48xl.json index 6894dcc02..c0527db54 100644 --- a/hyper/results/c7a.metal-48xl.json +++ b/hyper/results/c7a.metal-48xl.json @@ -1,56 +1,57 @@ { - "system": "Salesforce Hyper", - "date": "2025-08-30", + "system": "Salesforce Hyper", + "date": "2025-10-26", "machine": "c7a.metal-48xl", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented"], - "load_time": 368, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented"], + "load_time": 389, "data_size": 18959040512, "result": [ - [0.025, 0.004, 0.005], - [0.091, 0.006, 0.009], - [0.476, 0.006, 0.006], - [1.432, 0.006, 0.006], - [0.953, 0.075, 0.07], - [2.09, 0.036, 0.038], - [0.059, 0.001, 0.002], - [0.058, 0.011, 0.009], - [1.823, 0.115, 0.118], - [3.273, 0.12, 0.123], - [1.168, 0.016, 0.014], - [1.452, 0.015, 0.014], - [2.298, 0.046, 0.045], - [4.189, 0.136, 0.129], - [2.043, 0.052, 0.052], - [1.245, 0.107, 0.132], - [4.18, 0.145, 0.139], - [4.136, 0.113, 0.11], - [8.186, 0.52, 0.521], - [0.115, 0.002, 0.001], - [14.891, 0.057, 0.049], - [16.424, 0.055, 0.055], - [17.166, 0.038, 0.036], - [41.655, 0.058, 0.055], - [5.482, 0.008, 0.008], - [2.146, 0.008, 0.008], - [5.775, 0.01, 0.009], - [15.499, 0.08, 0.077], - [12.674, 0.379, 0.339], - [0.195, 0.04, 0.036], - [5.03, 0.051, 0.051], - [8.391, 0.071, 0.076], - [6.362, 0.659, 0.643], - [14.969, 0.189, 0.18], - [14.916, 0.212, 0.186], - [0.713, 0.098, 0.098], - [0.096, 0.007, 0.007], - [0.088, 0.004, 0.004], - [0.113, 0.004, 0.004], - [0.132, 0.013, 0.013], - [0.19, 0.006, 0.005], - [0.151, 0.004, 0.004], - [0.086, 0.004, 0.004] + [1.068, 0.109, 0.107], + [1.121, 0.122, 0.122], + [1.342, 0.176, 0.17], + [2.122, 0.117, 0.117], + [1.528, 0.199, 0.204], + [2.91, 0.252, 0.24], + [0.937, 0.121, 0.12], + [0.927, 0.124, 0.124], + [2.753, 0.292, 0.292], + [4.231, 0.362, 0.363], + [1.994, 0.174, 0.174], + [2.015, 0.235, 0.215], + [2.843, 0.269, 0.266], + [5.142, 0.386, 0.381], + [2.845, 0.31, 0.325], + [2.188, 0.242, 0.241], + [5.141, 0.375, 0.377], + [5.129, 0.314, 0.337], + [9.094, 0.561, 0.589], + [0.997, 0.12, 0.126], + [15.561, 0.493, 0.513], + [17.01, 0.698, 0.667], + [17.872, 0.827, 0.776], + [42.37, 5.083, 5.436], + [6.311, 0.229, 0.223], + [2.831, 0.228, 0.221], + [6.328, 0.213, 0.256], + [15.965, 0.498, 0.519], + [13.624, 0.523, 0.548], + [1.038, 0.259, 0.263], + [5.759, 0.446, 0.439], + [9.34, 0.374, 0.404], + [7.523, 0.89, 0.875], + [15.695, 0.645, 0.772], + [15.839, 0.648, 0.765], + [1.876, 0.235, 0.239], + [0.967, 0.146, 0.145], + [0.954, 0.127, 0.126], + [0.976, 0.14, 0.146], + [1.062, 0.16, 0.16], + [1.076, 0.118, 0.117], + [1.051, 0.121, 0.117], + [0.973, 0.131, 0.131] ] } + diff --git a/index.html b/index.html index a575042a0..ffa794a00 100644 --- a/index.html +++ b/index.html @@ -547,7 +547,7 @@

Detailed Comparison

const count_diff = data.filter(elem => elem.machine === b).length - data.filter(elem => elem.machine === a).length; return count_diff == 0 ? a.localeCompare(b, undefined, {numeric: true, sensitivity: 'base'}) : count_diff; }).map(elem => { - const selected = elem != 'c6a.2xlarge' && elem != 'c6a.xlarge' && elem != 'c6a.large' && elem != 'c8g.4xlarge' && elem != 't3a.small' && elem != 'c8g.metal-48xl' && elem != 'c7a.metal-48xl'; + const selected = elem != 'c6a.2xlarge' && elem != 'c6a.xlarge' && elem != 'c6a.large' && elem != 'c8g.4xlarge' && elem != 't3a.small' && elem != 'c6a.metal'; let selector = document.createElement('a'); selector.className = selected ? 'selector selector-active' : 'selector'; selector.appendChild(document.createTextNode(elem)); @@ -907,6 +907,8 @@

Detailed Comparison

filtered_data = filtered_data.filter(elem => elem.data_size); } else if (selectors.metric == 'load') { filtered_data = filtered_data.filter(elem => elem.load_time >= 5); + } else if (selectors.metric == 'cold' || selectors.metric == 'combined') { + filtered_data = filtered_data.filter(elem => !elem.system.match(/memory|dataframe/i)); } let nothing_selected_elem = document.getElementById('nothing-selected'); diff --git a/motherduck/README.md b/motherduck/README.md new file mode 100644 index 000000000..0a4a51604 --- /dev/null +++ b/motherduck/README.md @@ -0,0 +1,20 @@ +## Prerequisite + +* Get a [MotherDuck token](https://motherduck.com/docs/key-tasks/authenticating-and-connecting-to-motherduck/authenticating-to-motherduck/#creating-an-access-token) + + +## Running the benchmark + +Pass `motherduck_instance_type=` to modify: +* the report filename name (log.json by default) +* "machine" field in the report ("Motherduck: unknown instance type" by default). + +``` +motherduck_instance_type= motherduck_token= bash benchmark.sh +``` + +By default, running `benchmark.sh` will try to install python. +To skip that step: +``` +motherduck_instance_type= motherduck_token= bash benchmark.sh --skip-setup +``` \ No newline at end of file diff --git a/motherduck/benchmark.py b/motherduck/benchmark.py new file mode 100644 index 000000000..f6004ee50 --- /dev/null +++ b/motherduck/benchmark.py @@ -0,0 +1,134 @@ +import duckdb +import json +import os +import sys +import subprocess +import timeit +import time + +DEFAULT_OUTPUT_FILE = 'log' + +def convert_human_readable_size_to_bytes(size_with_unit): + # Parse the size string (e.g., "22.0 GiB", "100 MB", "0 bytes") + parts = size_with_unit.split() + if len(parts) == 2: + value = float(parts[0]) + unit = parts[1].lower() + + # Convert to bytes + multipliers = { + 'bytes': 1, + 'byte': 1, + 'kb': 1024, + 'kib': 1024, + 'mb': 1024**2, + 'mib': 1024**2, + 'gb': 1024**3, + 'gib': 1024**3, + 'tb': 1024**4, + 'tib': 1024**4 + } + + bytes_value = int(value * multipliers.get(unit, 1)) + return bytes_value + else: + raise Exception(f"Unparseable human readable database size: {size_with_unit}") + +def write_result_to_file(run_metadata, query_results): + filename = os.getenv('motherduck_instance_type', DEFAULT_OUTPUT_FILE) + ".json" + with open(filename, 'w') as f: + print("{", file=f) + for key in run_metadata: + print(f'\t"{key}": {json.dumps(run_metadata[key])},', file=f) + + print('\t"result": [', file=f) + num_lines = len(query_results) + for i in range(num_lines): + print(f"\t\t{query_results[i]}", end='', file=f) + print("," if i < num_lines - 1 else "", file=f) + + print("\t]\n}", file=f) + +def load_data(run_metadata): + con = duckdb.connect(database="md:", read_only=False) + print('Connected to MotherDuck; loading the data', file=sys.stderr) + + con.execute('CREATE OR REPLACE DATABASE clickbench') + con.execute('USE clickbench') + + # disable preservation of insertion order + con.execute("SET preserve_insertion_order=false") + + # perform the actual load + start = timeit.default_timer() + con.execute(open("create.sql").read()) + file = '''https://datasets.clickhouse.com/hits_compatible/hits.parquet''' + # The parquet file doesn't have the timestamps as timestamps, so we + # need to coerce them into proper timestamps. + con.execute(f""" + INSERT INTO hits + SELECT * + REPLACE + (epoch_ms(EventTime * 1000) AS EventTime, + epoch_ms(ClientEventTime * 1000) AS ClientEventTime, + epoch_ms(LocalEventTime * 1000) AS LocalEventTime, + DATE '1970-01-01' + INTERVAL (EventDate) DAYS AS EventDate) + FROM read_parquet('{file}', binary_as_string=True) + """) + end = timeit.default_timer() + run_metadata["load_time"] = round(end - start, 3) + + # Print the database size. For MotherDuck, we get a formatted string. + result = con.execute(""" + SELECT database_size + FROM pragma_database_size() + WHERE database_name = 'clickbench' + """).fetchone() + + if result and result[0]: + print(f"Human readable database size: {result[0]}", file=sys.stderr) + run_metadata["data_size"] = convert_human_readable_size_to_bytes(result[0]) + else: + raise Exception(f"pragma_database_size() did not return the expected value: {result}") + + print(f'Finished loading the data in {run_metadata["load_time"]}; data size = {run_metadata["data_size"]}', file=sys.stderr) + +def run_queries(): + # Going through a shell script (run.sh) and back to python (query.py) is not functionally necessary, + # but will make sure run.sh keeps working as intended + + try: + # Run the benchmark script + result = subprocess.run( + ["./run.sh"], + stdout=subprocess.PIPE, + text=True, + timeout=3600, # 1 hour timeout + ) + + if result.returncode != 0: + raise Exception(f"Benchmark failed: {result.stderr}") + + # Process the output to create result.json + return result.stdout + except subprocess.TimeoutExpired: + raise Exception(f"Benchmark timed out after 1 hour") + except Exception as e: + raise Exception(f"Benchmark failed: {str(e)}") + +if __name__ == "__main__": + instance_type = os.getenv('motherduck_instance_type', 'unknown instance type') + run_metadata = { + "system": "MotherDuck", + "date": time.strftime("%Y-%m-%d"), + "machine": f"Motherduck: {instance_type}", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++", "column-oriented", "serverless", "managed"], + } + load_data(run_metadata) + + query_output = run_queries() + + write_result_to_file(run_metadata, query_output.strip().split('\n')) diff --git a/motherduck/benchmark.sh b/motherduck/benchmark.sh index 20cd1c29c..c0b18e235 100755 --- a/motherduck/benchmark.sh +++ b/motherduck/benchmark.sh @@ -1,26 +1,13 @@ #!/bin/bash -# Install - -sudo apt-get update -y -sudo apt-get install -y python3-pip python3-venv -python3 -m venv myenv -source myenv/bin/activate -pip install duckdb psutil - -# Go to the web ui and obtain a token -# https://motherduck.com/docs/key-tasks/authenticating-and-connecting-to-motherduck/authenticating-to-motherduck/ -# Save the token as the motherduck_token environment variable: -# export motherduck_token=... - -# Load the data - -echo -n "Load time: " -command time -f '%e' ./load.py - -# Run the queries - -./run.sh 2>&1 | tee log.txt - -cat log.txt | grep -P '^\d|Killed|Segmentation' | sed -r -e 's/^.*(Killed|Segmentation).*$/null\nnull\nnull/' | - awk '{ if (i % 3 == 0) { printf "[" }; printf $1; if (i % 3 != 2) { printf "," } else { print "]," }; ++i; }' +if [ "$1" != "--skip-setup" ]; then + # Install python and dependencies + sudo apt-get update -y + sudo apt-get install -y python3-pip python3-venv + python3 -m venv myenv + source myenv/bin/activate + pip install duckdb psutil +fi + +# See README.md +python3 ./benchmark.py 2>&1 diff --git a/motherduck/load.py b/motherduck/load.py deleted file mode 100755 index 6beff898d..000000000 --- a/motherduck/load.py +++ /dev/null @@ -1,39 +0,0 @@ -#!/usr/bin/env python3 - -import duckdb -import timeit -import psutil - -con = duckdb.connect(database="md:", read_only=False) -con.execute('CREATE OR REPLACE DATABASE clickbench') -con.execute('USE clickbench') - -# disable preservation of insertion order -con.execute("SET preserve_insertion_order=false") - -# perform the actual load -print("Will load the data") -start = timeit.default_timer() -con.execute(open("create.sql").read()) -file = '''https://datasets.clickhouse.com/hits_compatible/hits.parquet''' -# The parquet file doen't have the timestamps as timestamps, so we -# need to coerce them into proper timestamps. -con.execute(f""" - INSERT INTO hits - SELECT * - REPLACE - (epoch_ms(EventTime * 1000) AS EventTime, - epoch_ms(ClientEventTime * 1000) AS ClientEventTime, - epoch_ms(LocalEventTime * 1000) AS LocalEventTime, - DATE '1970-01-01' + INTERVAL (EventDate) DAYS AS EventDate) - FROM read_parquet('{file}', binary_as_string=True) - """) -end = timeit.default_timer() -print(round(end - start, 3)) - -# Print the database size. -print(con.execute(""" - SELECT database_size - FROM pragma_database_size() - WHERE database_name = 'clickbench' - """).fetchall()) diff --git a/motherduck/query.py b/motherduck/query.py index 723e7ac6f..e2a7d8377 100755 --- a/motherduck/query.py +++ b/motherduck/query.py @@ -2,17 +2,25 @@ import duckdb import timeit -import psutil import sys query = sys.stdin.read() -print(query) +print(f"running {query}", file=sys.stderr) + +con = duckdb.connect(database="md:clickbench", read_only=False) +print('[', end='') -con = duckdb.connect('md:') -con = duckdb.connect(database="md:ClickBench", read_only=False) for try_num in range(3): - start = timeit.default_timer() - results = con.sql(query).fetchall() - end = timeit.default_timer() - print(round(end - start, 3)) - del results + if try_num > 0: + print(',', end='') + + try: + start = timeit.default_timer() + results = con.sql(query).fetchall() + end = timeit.default_timer() + print(round(end - start, 3), end='') + except Exception as e: + print('null', end='') + print(f"query <{query.strip()}> errored out on attempt <{try_num+1}>: {e}", file=sys.stderr) + +print(']') diff --git a/motherduck/results/jumbo.json b/motherduck/results/jumbo.json index 7c621f390..223e13c00 100644 --- a/motherduck/results/jumbo.json +++ b/motherduck/results/jumbo.json @@ -1,59 +1,56 @@ { - "system": "MotherDuck", - "date": "2025-03-04", - "machine": "Motherduck: Jumbo", - "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - - "tags": ["C++", "column-oriented", "serverless", "managed"], - - "load_time": 69.39, - "data_size": 23620000000, - - "result": [ - [0.071,0.017,0.016], - [0.157,0.011,0.009], - [0.151,0.021,0.021], - [0.223,0.025,0.024], - [0.214,0.155,0.152], - [0.388,0.189,0.183], - [0.132,0.017,0.015], - [0.061,0.016,0.016], - [0.260,0.189,0.188], - [0.305,0.256,0.255], - [0.164,0.062,0.063], - [0.129,0.070,0.068], - [0.239,0.173,0.174], - [0.482,0.392,0.390], - [0.243,0.181,0.180], - [0.225,0.166,0.167], - [0.431,0.393,0.387], - [0.399,0.348,0.342], - [0.884,0.698,0.694], - [0.063,0.007,0.007], - [2.763,0.352,0.352], - [0.255,0.211,0.216], - [1.934,0.286,0.285], - [7.575,1.173,1.232], - [0.156,0.085,0.087], - [0.108,0.062,0.061], - [0.115,0.114,0.069], - [0.259,0.204,0.207], - [3.985,3.924,3.933], - [0.079,0.068,0.042], - [0.212,0.160,0.158], - [0.248,0.202,0.205], - [1.242,1.731,0.896], - [2.024,1.656,1.387], - [1.535,1.328,1.251], - [0.325,0.256,0.256], - [0.088,0.043,0.041], - [0.075,0.019,0.018], - [0.056,0.017,0.019], - [0.144,0.082,0.080], - [0.063,0.015,0.013], - [0.061,0.013,0.014], - [0.077,0.017,0.017] - ] + "system": "MotherDuck", + "date": "2025-10-22", + "machine": "Motherduck: jumbo", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++", "column-oriented", "serverless", "managed"], + "load_time": 75.859, + "data_size": 23622320128, + "result": [ + [0.025,0.015,0.015], + [0.103,0.012,0.012], + [0.103,0.02,0.019], + [0.144,0.096,0.023], + [0.158,0.142,0.142], + [0.304,0.22,0.196], + [0.065,0.026,0.025], + [0.022,0.014,0.013], + [0.259,0.177,0.177], + [0.257,0.244,0.244], + [0.281,0.063,0.061], + [0.08,0.066,0.067], + [0.204,0.199,0.197], + [0.56,0.467,0.465], + [0.279,0.201,0.204], + [0.216,0.172,0.172], + [0.423,0.763,0.602], + [0.479,0.344,0.367], + [1.273,1.304,1.173], + [0.132,0.019,0.035], + [2.862,0.23,0.23], + [0.326,0.219,0.215], + [2.047,0.243,0.258], + [0.151,0.088,0.101], + [0.037,0.026,0.03], + [0.071,0.068,0.068], + [0.038,0.024,0.024], + [0.189,0.18,0.18], + [3.681,3.34,3.28], + [0.277,0.038,0.037], + [0.334,0.336,0.317], + [0.724,0.719,0.619], + [1.384,1.856,1.326], + [3.653,1.766,1.688], + [1.665,1.467,1.556], + [1.186,0.248,0.247], + [0.234,0.043,0.052], + [0.053,0.017,0.016], + [0.043,0.019,0.019], + [0.128,0.105,0.084], + [0.033,0.014,0.014], + [0.019,0.015,0.015], + [0.041,0.017,0.017] + ] } diff --git a/motherduck/results/mega.json b/motherduck/results/mega.json new file mode 100644 index 000000000..fbc4d74b6 --- /dev/null +++ b/motherduck/results/mega.json @@ -0,0 +1,56 @@ +{ + "system": "MotherDuck", + "date": "2025-10-22", + "machine": "Motherduck: mega", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++", "column-oriented", "serverless", "managed"], + "load_time": 60.662, + "data_size": 23622320128, + "result": [ + [0.017,0.014,0.014], + [0.023,0.012,0.011], + [0.018,0.014,0.014], + [0.027,0.015,0.016], + [0.109,0.082,0.082], + [0.118,0.104,0.107], + [0.023,0.02,0.019], + [0.015,0.012,0.013], + [0.131,0.099,0.097], + [0.153,0.136,0.128], + [0.055,0.051,0.053], + [0.045,0.039,0.04], + [0.118,0.109,0.1], + [0.195,0.187,0.188], + [0.107,0.118,0.128], + [0.432,0.1,0.104], + [0.43,0.213,0.209], + [0.66,0.196,0.188], + [0.391,0.372,0.359], + [0.017,0.01,0.013], + [0.585,0.119,0.119], + [0.129,0.104,0.103], + [0.151,0.112,0.118], + [0.062,0.058,0.059], + [0.02,0.018,0.016], + [0.037,0.035,0.117], + [0.019,0.015,0.015], + [0.19,0.084,0.084], + [1.52,1.524,1.516], + [0.049,0.038,0.034], + [0.104,0.102,0.082], + [0.126,0.116,0.119], + [0.746,0.598,0.629], + [0.474,0.465,0.547], + [1.371,0.455,0.446], + [0.913,0.125,0.126], + [0.033,0.034,0.03], + [0.016,0.013,0.013], + [0.038,0.016,0.016], + [0.083,0.058,0.056], + [0.015,0.013,0.012], + [0.014,0.012,0.011], + [0.027,0.013,0.013] + ] +} diff --git a/motherduck/results/pulse.json b/motherduck/results/pulse.json index ee0b946b6..04b4a4939 100644 --- a/motherduck/results/pulse.json +++ b/motherduck/results/pulse.json @@ -1,59 +1,56 @@ { - "system": "MotherDuck", - "date": "2025-03-04", - "machine": "Motherduck: Pulse", - "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - - "tags": ["C++", "column-oriented", "serverless", "managed"], - - "load_time": 755.88, - "data_size": 23620000000, - - "result": [ - [0.049,0.022,0.017], - [0.135,0.014,0.014], - [0.172,0.044,0.043], - [0.309,0.050,0.093], - [3.366,6.805,7.390], - [7.665,7.504,7.810], - [0.578,0.294,0.294], - [0.594,0.196,0.291], - [9.790,8.986,6.254], - [9.711,10.108,10.717], - [2.061,1.217,1.301], - [1.448,1.376,1.326], - [5.870,5.617,4.600], - [10.452,14.394,10.402], - [5.092,5.310,5.092], - [4.016,3.699,3.495], - [12.612,12.456,12.752], - [10.306,6.874,2.614], - [5.435,5.438,5.271], - [0.162,0.009,0.008], - [4.714,3.862,3.089], - [3.007,2.863,2.788], - [6.094,6.095,6.329], - [71.652,56.088,49.809], - [2.357,2.375,2.122], - [1.407,1.486,1.486], - [2.093,2.102,2.107], - [7.817,7.730,7.840], - [37.576,19.585,19.519], - [0.246,0.066,0.062], - [1.264,1.082,0.983], - [1.612,1.631,10.442], - [60.240,44.249,37.261], - [65.375,60.184,57.626], - [37.973,14.079,14.838], - [1.249,1.290,1.302], - [0.108,0.057,0.043], - [0.046,0.027,0.019], - [0.024,0.018,0.027], - [0.137,0.088,0.091], - [0.030,0.025,0.014], - [0.021,0.013,0.012], - [0.039,0.017,0.023] - ] + "system": "MotherDuck", + "date": "2025-10-19", + "machine": "Motherduck: pulse", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++", "column-oriented", "serverless", "managed"], + "load_time": 633.188, + "data_size": 23622320128, + "result": [ + [0.018,0.015,0.016], + [0.195,0.014,0.012], + [0.212,0.03,0.041], + [0.334,0.07,0.072], + [1.013,0.874,0.887], + [1.756,1.926,1.848], + [0.167,0.018,0.017], + [0.172,0.016,0.016], + [2.467,2.422,2.759], + [13.935,14.401,14.098], + [3.506,2.019,2.044], + [2.417,2.487,2.565], + [9.235,9.2,14.21], + [34.735,29.699,31.483], + [14.923,13.5,13.095], + [3.513,3.49,4.3], + [8.031,9.633,9.007], + [7.614,8.085,9.145], + [19.162,71.338,51.964], + [0.527,0.016,0.074], + [13.139,11.613,11.472], + [12.122,11.407,11.302], + [16.863,13.496,14.304], + [1.7,1.413,1.407], + [0.394,0.298,0.302], + [1.73,1.687,1.609], + [0.326,0.308,0.307], + [9.832,9.572,9.403], + [72.105,18.936,18.929], + [0.393,0.048,0.046], + [1.151,1.09,1.077], + [2.638,2.77,2.705], + [6.217,27.809,44.705], + [83.654,68.495,69.488], + [66.905,66.188,18.3], + [2.195,2.13,2.114], + [0.114,0.046,0.04], + [0.028,0.016,0.015], + [0.025,0.018,0.019], + [0.13,0.08,0.069], + [0.04,0.013,0.013], + [0.019,0.014,0.013], + [0.026,0.017,0.017] + ] } diff --git a/motherduck/results/standard.json b/motherduck/results/standard.json index 08cc0b8d9..acbbda87b 100644 --- a/motherduck/results/standard.json +++ b/motherduck/results/standard.json @@ -1,59 +1,56 @@ { - "system": "MotherDuck", - "date": "2025-03-04", - "machine": "Motherduck: Standard", - "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - - "tags": ["C++", "column-oriented", "serverless", "managed"], - - "load_time": 76.80, - "data_size": 23620000000, - - "result": [ - [0.019,0.015,0.015], - [0.075,0.014,0.019], - [0.120,0.033,0.036], - [0.164,0.039,0.042], - [0.245,0.233,0.227], - [0.409,0.280,0.284], - [0.054,0.023,0.023], - [0.027,0.019,0.019], - [0.322,0.288,0.284], - [0.401,0.397,0.398], - [0.136,0.093,0.090], - [0.113,0.098,0.099], - [0.274,0.264,0.259], - [0.447,0.441,0.433], - [0.286,0.268,0.268], - [0.267,0.267,0.268], - [0.602,0.625,0.611], - [0.514,0.515,0.510], - [1.197,1.294,1.097], - [0.040,0.008,0.007], - [3.390,0.525,0.527], - [0.346,0.305,0.303], - [2.110,1.594,1.580], - [10.298,9.632,10.626], - [0.462,0.200,0.193], - [0.132,0.131,0.135], - [0.187,0.272,0.203], - [2.086,2.344,1.383], - [6.841,6.890,6.755], - [0.107,0.055,0.053], - [0.533,0.392,0.309], - [0.786,0.758,0.522], - [1.626,1.784,1.660], - [4.531,3.101,3.248], - [3.297,2.588,2.567], - [0.505,0.418,0.418], - [0.081,0.044,0.043], - [0.059,0.018,0.019], - [0.023,0.017,0.018], - [0.127,0.081,0.081], - [0.032,0.013,0.013], - [0.021,0.012,0.013], - [0.028,0.028,0.017] - ] + "system": "MotherDuck", + "date": "2025-10-19", + "machine": "Motherduck: standard", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++", "column-oriented", "serverless", "managed"], + "load_time": 181.192, + "data_size": 23622320128, + "result": [ + [0.018,0.015,0.016], + [0.137,0.013,0.012], + [0.182,0.024,0.028], + [0.253,0.031,0.031], + [0.211,0.202,0.2], + [0.501,0.356,0.355], + [0.113,0.034,0.017], + [0.031,0.015,0.014], + [0.357,0.353,0.349], + [0.484,0.623,0.49], + [0.267,0.092,0.086], + [0.127,0.098,0.093], + [0.383,0.389,0.37], + [0.522,0.505,0.496], + [0.348,0.292,0.29], + [0.261,0.239,0.236], + [0.713,0.65,0.678], + [0.611,0.549,0.54], + [1.4,1.476,1.446], + [0.213,0.027,0.024], + [4.22,0.34,0.339], + [0.44,0.321,0.324], + [2.899,2.471,2.465], + [0.592,0.143,0.147], + [0.078,0.037,0.032], + [0.18,0.135,0.127], + [0.053,0.042,0.043], + [1.508,1.533,1.522], + [5.931,5.5,5.402], + [0.237,0.043,0.041], + [0.654,0.365,0.336], + [1.061,0.93,0.656], + [1.561,1.871,1.732], + [5.509,4.743,4.706], + [4.705,4.516,4.627], + [1.263,0.371,0.371], + [0.109,0.054,0.042], + [0.027,0.015,0.015], + [0.037,0.018,0.018], + [0.137,0.08,0.079], + [0.087,0.013,0.013], + [0.026,0.014,0.013], + [0.027,0.019,0.018] + ] } diff --git a/run-benchmark.sh b/run-benchmark.sh index c5816cebf..1a1b01272 100755 --- a/run-benchmark.sh +++ b/run-benchmark.sh @@ -2,11 +2,13 @@ machine=${machine:=c6a.4xlarge} system=${system:=clickhouse} +repo=${repo:=ClickHouse/ClickBench} +branch=${branch:=main} arch=$(aws ec2 describe-instance-types --instance-types $machine --query 'InstanceTypes[0].ProcessorInfo.SupportedArchitectures' --output text) ami=$(aws ec2 describe-images --owners amazon --filters "Name=name,Values=ubuntu/images/hvm-ssd-gp3/ubuntu-noble-24.04*" "Name=architecture,Values=${arch}" "Name=state,Values=available" --query 'sort_by(Images, &CreationDate) | [-1].[ImageId]' --output text) -sed "s/@system@/${system}/" < cloud-init.sh.in > cloud-init.sh +sed "s^@system@^${system}^; s^@repo@^${repo}^; s^@branch@^${branch}^;" < cloud-init.sh.in > cloud-init.sh AWS_PAGER='' aws ec2 run-instances --image-id $ami --instance-type $machine \ --block-device-mappings 'DeviceName=/dev/sda1,Ebs={DeleteOnTermination=true,VolumeSize=500,VolumeType=gp2}' \ diff --git a/sail-partitioned/benchmark.sh b/sail-partitioned/benchmark.sh index 78cdb734d..50bc097e6 100755 --- a/sail-partitioned/benchmark.sh +++ b/sail-partitioned/benchmark.sh @@ -1,5 +1,8 @@ #!/bin/bash +# https://github.com/rust-lang/rust/issues/97234#issuecomment-1133564556 +ulimit -n 65536 + # Install export DEBIAN_FRONTEND=noninteractive diff --git a/sail-partitioned/c6a.4xlarge.json b/sail-partitioned/c6a.4xlarge.json deleted file mode 100644 index dc5fe3a9f..000000000 --- a/sail-partitioned/c6a.4xlarge.json +++ /dev/null @@ -1,56 +0,0 @@ -{ - "system": "Sail (Parquet, partitioned)", - "date": "2025-07-10", - "machine": "c6a.4xlarge", - "cluster_size": 1, - "proprietary": "no", - "tuned": "no", - "tags": ["column-oriented"], - "load_time": 0, - "data_size": 14779976446, - "result": [ - [0.153, 0.009, 0.009], - [0.306, 0.119, 0.115], - [0.342, 0.13, 0.125], - [0.628, 0.12, 0.116], - [1.099, 0.861, 0.873], - [1.275, 0.848, 0.836], - [2.607, 2.461, 2.395], - [0.353, 0.129, 0.128], - [1.32, 0.969, 0.971], - [1.545, 1.066, 1.062], - [0.664, 0.326, 0.332], - [0.733, 0.361, 0.358], - [1.395, 1.064, 1.062], - [3.119, 1.797, 1.845], - [1.499, 1.132, 1.13], - [1.286, 1.01, 0.977], - [2.971, 1.866, 1.896], - [2.887, 1.894, 1.829], - [5.563, 3.813, 3.866], - [0.383, 0.147, 0.146], - [9.698, 1.412, 1.417], - [11.462, 1.267, 1.305], - [20.132, 2.206, 2.216], - [54.508, 4.366, 4.435], - [2.836, 0.694, 0.694], - [1.003, 0.585, 0.582], - [2.864, 0.76, 0.755], - [9.845, 2.775, 2.772], - [11.387, 10.304, 10.372], - [1.05, 0.821, 0.801], - [2.533, 0.993, 0.984], - [6.048, 1.07, 1.094], - [4.937, 3.824, 4.078], - [10.936, 5.151, 5.233], - [10.894, 5.124, 5.18], - [1.399, 1.081, 1.1], - [0.851, 0.523, 0.519], - [0.651, 0.425, 0.404], - [0.757, 0.407, 0.383], - [1.154, 0.698, 0.707], - [0.67, 0.416, 0.399], - [0.629, 0.35, 0.391], - [0.671, 0.439, 0.452] -] -} \ No newline at end of file diff --git a/sail-partitioned/query.py b/sail-partitioned/query.py index d9a8545bd..093220a59 100755 --- a/sail-partitioned/query.py +++ b/sail-partitioned/query.py @@ -18,7 +18,7 @@ os.environ["SAIL_PARQUET__BINARY_AS_STRING"] = "true" os.environ["SAIL_PARQUET__REORDER_FILTERS"] = "true" os.environ["SAIL_RUNTIME__ENABLE_SECONDARY"] = "true" -os.environ["SAIL_PARQUET__ALLOW_SINGLE_FILE_PARALLELISM"] = "true" +os.environ["SAIL_OPTIMIZER__ENABLE_JOIN_REORDER"] = "true" server = SparkConnectServer() server.start() diff --git a/sail-partitioned/results/c6a.2xlarge.json b/sail-partitioned/results/c6a.2xlarge.json index 5cb2dd5f2..d12585276 100644 --- a/sail-partitioned/results/c6a.2xlarge.json +++ b/sail-partitioned/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.22, 0.009, 0.008], - [0.305, 0.033, 0.034], - [0.452, 0.094, 0.096], - [0.614, 0.102, 0.096], - [1.861, 1.435, 1.461], - [1.852, 1.359, 1.329], - [0.225, 0.01, 0.009], - [0.318, 0.037, 0.035], - [1.982, 1.549, 1.562], - [2.313, 1.65, 1.636], - [0.881, 0.379, 0.373], - [0.911, 0.399, 0.407], - [1.903, 1.353, 1.329], - [3.624, 2.257, 2.273], - [1.807, 1.307, 1.293], - [2.09, 1.609, 1.549], - [3.48, 2.815, 2.808], - [3.445, 2.833, 2.687], - [6.497, 5.497, 5.492], - [0.606, 0.092, 0.092], - [9.862, 1.852, 1.86], - [11.61, 2.059, 2.121], - [22.292, 3.922, 3.931], - [55.788, 45.072, 45.066], - [2.975, 0.601, 0.589], - [1.032, 0.491, 0.482], - [2.984, 0.591, 0.593], - [9.905, 2.589, 2.607], - [17.407, 16.315, 16.342], - [1.281, 1.008, 1.022], - [2.703, 1.231, 1.246], - [6.326, 1.247, 1.242], - [5.079, 4.348, 4.309], - [11.7, 6.664, 6.802], - [11.863, 6.729, 6.878], - [2.148, 1.747, 1.671], - [9.997, 1.651, 1.624], - [8.993, 1.563, 1.578], - [9.956, 1.618, 1.637], - [18.739, 2.933, 2.913], - [2.884, 0.289, 0.286], - [2.07, 0.266, 0.273], - [1.387, 0.219, 0.222] + [0.226, 0.009, 0.008], + [0.304, 0.033, 0.031], + [0.455, 0.096, 0.095], + [0.62, 0.1, 0.097], + [1.832, 1.39, 1.414], + [1.851, 1.311, 1.308], + [0.226, 0.009, 0.009], + [0.322, 0.035, 0.035], + [1.934, 1.49, 1.475], + [2.244, 1.574, 1.572], + [0.874, 0.366, 0.378], + [0.92, 0.395, 0.396], + [1.863, 1.346, 1.314], + [3.657, 2.23, 2.269], + [1.838, 1.286, 1.265], + [2.032, 1.621, 1.587], + [3.409, 2.793, 2.865], + [3.409, 2.748, 2.665], + [6.481, 5.445, 5.494], + [0.623, 0.094, 0.09], + [9.859, 1.796, 1.757], + [11.63, 2.043, 2.019], + [22.302, 3.622, 3.672], + [55.743, 44.917, 44.941], + [2.994, 0.613, 0.599], + [1.057, 0.485, 0.486], + [3.003, 0.578, 0.597], + [9.958, 2.462, 2.462], + [17.37, 16.349, 16.357], + [1.339, 1.004, 1.049], + [2.711, 1.233, 1.209], + [6.369, 1.256, 1.285], + [5.137, 4.321, 4.221], + [11.83, 6.651, 6.73], + [11.898, 6.601, 6.667], + [2.141, 1.682, 1.706], + [10.025, 1.583, 1.554], + [9.037, 1.504, 1.524], + [9.989, 1.554, 1.541], + [18.84, 2.81, 2.782], + [2.895, 0.296, 0.283], + [2.085, 0.274, 0.266], + [1.399, 0.216, 0.21] ] } diff --git a/sail-partitioned/results/c6a.4xlarge.json b/sail-partitioned/results/c6a.4xlarge.json index b0f896fa2..6db5ca624 100644 --- a/sail-partitioned/results/c6a.4xlarge.json +++ b/sail-partitioned/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.789, 0.009, 0.008], - [0.356, 0.023, 0.022], - [0.461, 0.063, 0.056], - [0.61, 0.063, 0.063], - [1.074, 0.788, 0.822], - [1.267, 0.824, 0.8], - [0.226, 0.009, 0.009], - [0.296, 0.025, 0.025], - [1.23, 0.952, 0.87], - [1.636, 0.986, 1.003], - [0.73, 0.216, 0.215], - [0.835, 0.232, 0.24], - [1.275, 0.887, 0.885], - [3.117, 1.475, 1.527], - [1.341, 0.869, 0.894], - [1.286, 0.907, 0.905], - [2.918, 1.758, 1.779], - [2.9, 1.702, 1.669], - [5.493, 3.342, 3.438], - [0.6, 0.06, 0.059], - [9.785, 1.674, 1.679], - [11.534, 1.876, 1.927], - [22.234, 3.878, 3.932], - [55.726, 10.609, 10.713], - [2.973, 0.407, 0.415], - [0.976, 0.276, 0.277], - [3.007, 0.403, 0.412], - [9.887, 2.427, 2.446], - [9.5, 8.776, 8.818], - [0.83, 0.566, 0.562], - [2.635, 0.8, 0.77], - [6.343, 0.962, 0.959], - [5.039, 3.484, 3.443], - [11.07, 5.319, 5.308], - [11.117, 5.288, 5.308], - [1.347, 1.032, 1.028], - [9.941, 1.573, 1.584], - [8.936, 1.47, 1.454], - [9.89, 1.587, 1.546], - [18.698, 2.946, 2.975], - [2.854, 0.205, 0.201], - [2.05, 0.17, 0.167], - [1.365, 0.143, 0.149] + [0.483, 0.009, 0.009], + [0.356, 0.022, 0.021], + [0.417, 0.057, 0.058], + [0.62, 0.064, 0.062], + [1.098, 0.786, 0.792], + [1.206, 0.812, 0.814], + [0.231, 0.01, 0.009], + [0.294, 0.025, 0.025], + [1.23, 0.879, 0.883], + [1.627, 1.025, 1.001], + [0.726, 0.214, 0.216], + [0.828, 0.241, 0.236], + [1.334, 0.889, 0.891], + [3.143, 1.279, 1.339], + [1.362, 0.907, 0.907], + [1.282, 0.907, 0.906], + [2.929, 1.715, 1.778], + [2.905, 1.737, 1.701], + [5.551, 3.373, 3.444], + [0.618, 0.063, 0.061], + [9.833, 1.643, 1.657], + [11.569, 1.9, 1.921], + [22.266, 3.962, 4.01], + [55.746, 10.77, 10.787], + [2.969, 0.405, 0.415], + [1.019, 0.282, 0.279], + [2.988, 0.406, 0.409], + [9.957, 2.45, 2.445], + [9.795, 8.668, 8.766], + [0.828, 0.56, 0.567], + [2.651, 0.779, 0.791], + [6.345, 0.962, 0.933], + [5.057, 3.558, 3.496], + [11.092, 5.222, 5.378], + [11.109, 5.383, 5.496], + [1.379, 1.05, 1.021], + [10.012, 1.593, 1.547], + [8.969, 1.482, 1.506], + [9.925, 1.531, 1.549], + [18.721, 2.999, 2.986], + [2.872, 0.206, 0.207], + [2.058, 0.17, 0.174], + [1.392, 0.145, 0.146] ] } diff --git a/sail-partitioned/results/c6a.metal.json b/sail-partitioned/results/c6a.metal.json index a7bb686ca..2765958e8 100644 --- a/sail-partitioned/results/c6a.metal.json +++ b/sail-partitioned/results/c6a.metal.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.195, 0.012, 0.013], - [0.299, 0.039, 0.045], - [0.339, 0.049, 0.053], - [0.51, 0.064, 0.062], - [0.64, 0.302, 0.262], - [0.962, 0.303, 0.274], - [0.19, 0.011, 0.012], - [0.29, 0.064, 0.079], - [0.908, 0.331, 0.307], - [1.381, 0.406, 0.36], - [0.634, 0.229, 0.193], - [0.755, 0.22, 0.199], - [0.996, 0.31, 0.293], - [2.446, 0.436, 0.458], - [1.085, 0.333, 0.3], - [0.717, 0.402, 0.37], - [2.356, 0.535, 0.468], - [2.272, 0.453, 0.399], - [4.351, 0.996, 1.045], - [0.485, 0.051, 0.064], - [9.585, 0.34, 0.292], - [11.221, 0.473, 0.378], - [21.756, 0.856, 0.835], - [55.811, 2.815, 2.608], - [2.697, 0.156, 0.121], - [0.881, 0.112, 0.102], - [2.7, 0.16, 0.12], - [9.626, 0.513, 0.549], - [8.772, 2.01, 1.994], - [0.43, 0.219, 0.203], - [2.455, 0.361, 0.304], - [5.94, 0.494, 0.4], - [4.852, 1.914, 1.844], - [10.144, 1.563, 1.649], - [10.202, 1.786, 1.737], - [0.805, 0.39, 0.334], - [9.72, 0.394, 0.324], - [8.751, 0.375, 0.294], - [9.68, 0.428, 0.337], - [18.566, 0.65, 0.545], - [2.728, 0.136, 0.126], - [1.92, 0.114, 0.109], - [1.203, 0.14, 0.095] + [0.219, 0.011, 0.01], + [0.276, 0.043, 0.045], + [0.296, 0.055, 0.055], + [0.499, 0.066, 0.065], + [0.623, 0.305, 0.26], + [0.997, 0.296, 0.256], + [0.2, 0.012, 0.011], + [0.303, 0.064, 0.075], + [0.918, 0.339, 0.326], + [1.37, 0.395, 0.369], + [0.642, 0.211, 0.19], + [0.735, 0.229, 0.188], + [1.014, 0.317, 0.323], + [2.445, 0.475, 0.46], + [1.079, 0.337, 0.275], + [0.728, 0.389, 0.369], + [2.351, 0.469, 0.487], + [2.27, 0.406, 0.478], + [4.33, 0.991, 0.987], + [0.496, 0.059, 0.061], + [9.603, 0.334, 0.299], + [11.238, 0.442, 0.381], + [21.758, 1.002, 0.824], + [55.82, 3.032, 2.472], + [2.705, 0.162, 0.129], + [0.892, 0.111, 0.097], + [2.712, 0.162, 0.122], + [9.65, 0.494, 0.538], + [8.729, 1.966, 1.985], + [0.414, 0.214, 0.204], + [2.48, 0.399, 0.311], + [5.966, 0.513, 0.397], + [4.957, 1.735, 1.841], + [10.29, 1.893, 1.893], + [10.215, 1.699, 1.613], + [0.783, 0.413, 0.339], + [9.728, 0.436, 0.408], + [8.759, 0.369, 0.311], + [9.696, 0.412, 0.334], + [18.549, 0.717, 0.584], + [2.742, 0.133, 0.119], + [1.936, 0.126, 0.108], + [1.206, 0.123, 0.099] ] } diff --git a/sail-partitioned/results/c7a.metal-48xl.json b/sail-partitioned/results/c7a.metal-48xl.json new file mode 100644 index 000000000..c3b850c57 --- /dev/null +++ b/sail-partitioned/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Sail (Parquet, partitioned)", + "date": "2025-10-18", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["column-oriented"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.21, 0.013, 0.011], + [0.263, 0.051, 0.047], + [0.289, 0.053, 0.052], + [0.479, 0.056, 0.057], + [0.581, 0.305, 0.269], + [0.964, 0.272, 0.216], + [0.198, 0.01, 0.008], + [0.263, 0.065, 0.066], + [0.883, 0.304, 0.274], + [1.334, 0.349, 0.287], + [0.655, 0.268, 0.272], + [0.769, 0.263, 0.281], + [0.986, 0.304, 0.297], + [2.391, 0.375, 0.445], + [1.084, 0.306, 0.276], + [0.657, 0.346, 0.351], + [2.325, 0.413, 0.336], + [2.254, 0.375, 0.277], + [4.258, 0.739, 0.713], + [0.483, 0.054, 0.056], + [9.564, 0.322, 0.289], + [11.254, 0.405, 0.332], + [21.764, 0.516, 0.42], + [55.757, 1.586, 1.237], + [2.73, 0.231, 0.193], + [0.901, 0.183, 0.178], + [2.723, 0.213, 0.188], + [9.654, 0.483, 0.359], + [8.656, 1.828, 1.898], + [0.401, 0.185, 0.189], + [2.445, 0.376, 0.305], + [5.973, 0.489, 0.344], + [4.898, 1.621, 1.35], + [10.072, 1.345, 1.193], + [10.127, 1.276, 1.024], + [0.766, 0.342, 0.26], + [9.72, 0.377, 0.291], + [8.748, 0.318, 0.226], + [9.673, 0.378, 0.297], + [18.545, 0.511, 0.368], + [2.742, 0.119, 0.107], + [1.922, 0.101, 0.1], + [1.199, 0.103, 0.094] +] +} + diff --git a/sail-partitioned/results/c8g.4xlarge.json b/sail-partitioned/results/c8g.4xlarge.json index 22d092e92..05812bed0 100644 --- a/sail-partitioned/results/c8g.4xlarge.json +++ b/sail-partitioned/results/c8g.4xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet, partitioned)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14737666736, "result": [ - [0.295, 0.008, 0.008], - [0.249, 0.022, 0.021], - [0.369, 0.046, 0.047], - [0.577, 0.043, 0.042], - [0.675, 0.361, 0.366], - [1.173, 0.564, 0.555], - [0.184, 0.008, 0.008], - [0.233, 0.023, 0.024], - [0.997, 0.485, 0.506], - [1.479, 0.674, 0.664], - [0.679, 0.139, 0.142], - [0.78, 0.158, 0.157], - [1.222, 0.576, 0.572], - [2.668, 0.805, 0.688], - [1.254, 0.546, 0.52], - [0.747, 0.444, 0.432], - [2.676, 0.95, 0.946], - [2.67, 0.958, 0.956], - [5.085, 1.915, 1.91], - [0.574, 0.043, 0.043], - [9.814, 0.794, 0.807], - [11.537, 0.846, 0.835], - [22.27, 1.304, 1.305], - [55.568, 3.858, 3.836], - [2.956, 0.248, 0.241], - [0.971, 0.203, 0.199], - [2.96, 0.247, 0.242], - [9.863, 0.935, 0.906], - [9.327, 7.148, 7.179], - [0.661, 0.421, 0.417], - [2.556, 0.451, 0.445], - [6.277, 0.511, 0.441], - [4.925, 1.796, 1.764], - [10.7, 2.639, 2.679], - [10.685, 2.701, 2.78], - [0.931, 0.578, 0.592], - [9.901, 0.754, 0.739], - [8.919, 0.671, 0.676], - [9.859, 0.714, 0.719], - [18.674, 0.993, 0.966], - [2.82, 0.114, 0.114], - [2.019, 0.11, 0.113], - [1.335, 0.101, 0.101] + [0.187, 0.007, 0.007], + [0.231, 0.021, 0.021], + [0.31, 0.046, 0.045], + [0.571, 0.042, 0.042], + [0.694, 0.355, 0.374], + [1.117, 0.55, 0.558], + [0.194, 0.008, 0.008], + [0.247, 0.024, 0.024], + [0.989, 0.491, 0.469], + [1.495, 0.645, 0.649], + [0.681, 0.138, 0.138], + [0.782, 0.154, 0.156], + [1.22, 0.567, 0.538], + [2.784, 0.771, 0.645], + [1.249, 0.527, 0.53], + [0.775, 0.458, 0.478], + [2.712, 0.946, 0.957], + [2.69, 0.93, 0.938], + [4.915, 1.807, 1.871], + [0.572, 0.045, 0.043], + [9.825, 0.776, 0.773], + [11.57, 0.811, 0.838], + [22.235, 1.279, 1.27], + [55.679, 3.764, 3.77], + [2.956, 0.238, 0.235], + [0.962, 0.197, 0.202], + [2.97, 0.238, 0.235], + [9.911, 0.884, 0.876], + [9.493, 7.153, 7.135], + [0.672, 0.423, 0.416], + [2.559, 0.433, 0.439], + [6.271, 0.437, 0.439], + [4.883, 1.705, 1.753], + [10.705, 2.648, 2.619], + [10.695, 2.67, 2.625], + [0.922, 0.608, 0.56], + [9.951, 0.717, 0.716], + [8.925, 0.657, 0.656], + [9.924, 0.707, 0.708], + [18.685, 0.975, 0.948], + [2.829, 0.113, 0.116], + [2.029, 0.11, 0.109], + [1.34, 0.1, 0.104] ] } diff --git a/sail-partitioned/results/c8g.metal-48xl.json b/sail-partitioned/results/c8g.metal-48xl.json new file mode 100644 index 000000000..339882163 --- /dev/null +++ b/sail-partitioned/results/c8g.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Sail (Parquet, partitioned)", + "date": "2025-10-18", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["column-oriented"], + "load_time": 0, + "data_size": 14737666736, + "result": [ + [0.192, 0.009, 0.008], + [0.235, 0.026, 0.026], + [0.271, 0.031, 0.032], + [0.462, 0.04, 0.032], + [0.531, 0.171, 0.169], + [0.923, 0.189, 0.203], + [0.18, 0.009, 0.008], + [0.219, 0.046, 0.048], + [0.817, 0.211, 0.188], + [1.267, 0.307, 0.286], + [0.58, 0.121, 0.128], + [0.673, 0.118, 0.105], + [0.942, 0.19, 0.162], + [2.28, 0.269, 0.297], + [1.023, 0.185, 0.189], + [0.559, 0.176, 0.192], + [2.285, 0.336, 0.314], + [2.225, 0.32, 0.297], + [4.213, 0.725, 0.631], + [0.466, 0.035, 0.031], + [9.572, 0.348, 0.273], + [11.244, 0.466, 0.368], + [21.743, 0.575, 0.513], + [55.793, 1.662, 1.285], + [2.682, 0.103, 0.089], + [0.864, 0.077, 0.074], + [2.68, 0.103, 0.086], + [9.613, 0.408, 0.34], + [8.693, 2.088, 2.089], + [0.426, 0.253, 0.237], + [2.369, 0.209, 0.203], + [5.929, 0.338, 0.272], + [4.817, 1.292, 1.168], + [10.14, 1.1, 1.111], + [10.129, 1.163, 1.1], + [0.587, 0.253, 0.286], + [9.694, 0.379, 0.295], + [8.725, 0.322, 0.238], + [9.665, 0.361, 0.289], + [18.52, 0.474, 0.401], + [2.703, 0.082, 0.075], + [1.897, 0.07, 0.069], + [1.17, 0.081, 0.064] +] +} + diff --git a/sail/benchmark.sh b/sail/benchmark.sh index 5b7fb3927..944f783ec 100755 --- a/sail/benchmark.sh +++ b/sail/benchmark.sh @@ -1,5 +1,8 @@ #!/bin/bash +# https://github.com/rust-lang/rust/issues/97234#issuecomment-1133564556 +ulimit -n 65536 + # Install export DEBIAN_FRONTEND=noninteractive diff --git a/sail/query.py b/sail/query.py index 8551ab7c2..7c31a0815 100755 --- a/sail/query.py +++ b/sail/query.py @@ -18,7 +18,7 @@ os.environ["SAIL_PARQUET__BINARY_AS_STRING"] = "true" os.environ["SAIL_PARQUET__REORDER_FILTERS"] = "true" os.environ["SAIL_RUNTIME__ENABLE_SECONDARY"] = "true" -os.environ["SAIL_PARQUET__ALLOW_SINGLE_FILE_PARALLELISM"] = "true" +os.environ["SAIL_OPTIMIZER__ENABLE_JOIN_REORDER"] = "true" server = SparkConnectServer() server.start() diff --git a/sail/results/c6a.2xlarge.json b/sail/results/c6a.2xlarge.json index a4183a0c6..f18a7c4f1 100644 --- a/sail/results/c6a.2xlarge.json +++ b/sail/results/c6a.2xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c6a.2xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.835, 0.007, 0.007], - [0.417, 0.025, 0.025], - [0.528, 0.092, 0.089], - [0.959, 0.094, 0.089], - [1.769, 1.467, 1.452], - [1.81, 1.207, 1.222], - [0.137, 0.007, 0.007], - [0.213, 0.029, 0.029], - [1.926, 1.571, 1.547], - [2.192, 1.622, 1.583], - [0.75, 0.362, 0.361], - [0.85, 0.397, 0.396], - [1.56, 1.203, 1.201], - [3.242, 1.998, 2.003], - [1.505, 1.166, 1.154], - [1.993, 1.576, 1.579], - [3.259, 2.673, 2.65], - [3.216, 2.674, 2.772], - [5.862, 4.918, 4.975], - [0.479, 0.087, 0.088], - [11.067, 1.608, 1.599], - [11.326, 1.876, 1.869], - [22.578, 3.828, 3.829], - [57.228, 33.02, 16.29], - [2.768, 0.598, 0.595], - [0.886, 0.459, 0.456], - [2.756, 0.599, 0.589], - [9.739, 2.21, 2.25], - [18.723, 17.773, 17.69], - [1.249, 0.999, 1.004], - [2.512, 1.149, 1.137], - [5.97, 1.246, 1.185], - [4.765, 4.101, 4.171], - [11.748, 6.496, 6.598], - [11.765, 6.584, 6.669], - [2.082, 1.68, 1.728], - [9.767, 1.431, 1.43], - [9.097, 1.645, 1.662], - [9.743, 1.426, 1.409], - [18.697, 2.738, 2.78], - [2.798, 0.286, 0.284], - [1.957, 0.256, 0.255], - [1.18, 0.197, 0.192] + [0.133, 0.007, 0.007], + [0.192, 0.026, 0.024], + [0.335, 0.093, 0.085], + [0.479, 0.095, 0.094], + [1.905, 1.602, 1.615], + [1.65, 1.279, 1.294], + [0.135, 0.007, 0.007], + [0.201, 0.03, 0.028], + [1.895, 1.494, 1.546], + [2.157, 1.64, 1.616], + [0.775, 0.367, 0.365], + [0.828, 0.396, 0.414], + [1.553, 1.23, 1.227], + [3.277, 1.966, 2.039], + [1.615, 1.22, 1.224], + [2.039, 1.786, 1.751], + [3.227, 2.649, 2.599], + [3.265, 2.66, 2.541], + [5.872, 5.033, 4.951], + [0.478, 0.086, 0.09], + [9.633, 1.749, 1.744], + [11.329, 1.894, 1.891], + [22.293, 3.885, 4.215], + [55.944, 45.09, 45.32], + [2.775, 0.595, 0.604], + [0.893, 0.474, 0.463], + [2.788, 0.602, 0.597], + [9.721, 2.233, 2.205], + [18.503, 17.54, 17.722], + [1.222, 1.028, 1.005], + [2.498, 1.141, 1.135], + [5.981, 1.199, 1.2], + [4.86, 4.083, 4.148], + [11.901, 6.613, 6.561], + [11.756, 6.561, 6.571], + [2.035, 1.695, 1.684], + [9.764, 1.448, 1.44], + [9.069, 1.603, 1.657], + [9.742, 1.395, 1.388], + [18.637, 2.783, 2.767], + [2.798, 0.282, 0.283], + [1.959, 0.254, 0.253], + [1.163, 0.194, 0.196] ] } diff --git a/sail/results/c6a.4xlarge.json b/sail/results/c6a.4xlarge.json index d237b4a8c..49be5d336 100644 --- a/sail/results/c6a.4xlarge.json +++ b/sail/results/c6a.4xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c6a.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.36, 0.007, 0.006], - [0.356, 0.018, 0.018], - [0.365, 0.055, 0.051], - [0.828, 0.063, 0.061], - [1.027, 0.825, 0.836], - [1.26, 0.766, 0.762], - [0.128, 0.007, 0.007], - [0.182, 0.021, 0.021], - [1.178, 0.885, 0.887], - [1.401, 1.015, 1.007], - [0.574, 0.208, 0.208], - [0.667, 0.23, 0.226], - [1.111, 0.831, 0.821], - [2.967, 1.334, 1.55], - [1.152, 0.836, 0.835], - [1.176, 0.936, 0.91], - [2.771, 1.705, 1.72], - [2.806, 1.716, 1.692], - [5.287, 3.332, 3.373], - [0.451, 0.062, 0.06], - [9.625, 1.605, 1.62], - [11.366, 1.861, 1.906], - [22.23, 4.022, 4.063], - [56.572, 10.849, 10.903], - [2.733, 0.407, 0.405], - [0.876, 0.285, 0.294], - [2.724, 0.403, 0.399], - [9.681, 2.467, 2.498], - [10.364, 9.441, 9.387], - [0.738, 0.607, 0.558], - [2.411, 0.735, 0.761], - [5.949, 0.962, 0.924], - [4.68, 3.362, 3.438], - [10.784, 5.279, 5.38], - [10.771, 5.351, 5.352], - [1.239, 1.026, 0.993], - [9.769, 1.543, 1.532], - [8.96, 1.558, 1.607], - [9.754, 1.544, 1.572], - [18.647, 3.035, 3.056], - [2.785, 0.202, 0.203], - [1.941, 0.218, 0.222], - [1.164, 0.147, 0.147] + [0.138, 0.007, 0.006], + [0.185, 0.017, 0.017], + [0.256, 0.057, 0.053], + [0.462, 0.063, 0.059], + [1.035, 0.809, 0.797], + [1.061, 0.766, 0.783], + [0.142, 0.007, 0.007], + [0.197, 0.02, 0.02], + [1.193, 0.929, 0.908], + [1.445, 1.033, 1.028], + [0.585, 0.216, 0.204], + [0.676, 0.223, 0.226], + [1.124, 0.823, 0.835], + [2.974, 1.435, 1.365], + [1.15, 0.849, 0.849], + [1.201, 0.915, 0.927], + [2.787, 1.758, 1.725], + [2.814, 1.684, 1.752], + [5.307, 3.365, 3.389], + [0.461, 0.065, 0.061], + [9.663, 1.663, 1.638], + [11.412, 1.891, 1.895], + [22.266, 4.102, 4.103], + [55.861, 10.879, 10.926], + [2.741, 0.4, 0.415], + [0.874, 0.288, 0.287], + [2.743, 0.405, 0.409], + [9.702, 2.487, 2.492], + [10.044, 9.175, 9.167], + [0.744, 0.555, 0.531], + [2.41, 0.769, 0.757], + [5.96, 0.927, 0.925], + [4.73, 3.504, 3.434], + [10.771, 5.27, 5.339], + [10.792, 5.259, 5.292], + [1.275, 0.987, 1.015], + [9.791, 1.52, 1.558], + [8.975, 1.596, 1.607], + [9.771, 1.511, 1.527], + [18.657, 3.022, 3.035], + [2.792, 0.204, 0.196], + [1.966, 0.165, 0.167], + [1.187, 0.152, 0.146] ] } diff --git a/sail/results/c6a.metal.json b/sail/results/c6a.metal.json new file mode 100644 index 000000000..3b91a818f --- /dev/null +++ b/sail/results/c6a.metal.json @@ -0,0 +1,57 @@ +{ + "system": "Sail (Parquet)", + "date": "2025-10-18", + "machine": "c6a.metal", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["column-oriented"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.127, 0.007, 0.007], + [0.173, 0.026, 0.034], + [0.202, 0.039, 0.042], + [0.305, 0.046, 0.051], + [0.489, 0.235, 0.236], + [0.824, 0.292, 0.263], + [0.104, 0.009, 0.007], + [0.195, 0.053, 0.06], + [0.721, 0.284, 0.287], + [1.171, 0.37, 0.337], + [0.472, 0.217, 0.189], + [0.558, 0.21, 0.185], + [0.845, 0.316, 0.277], + [2.253, 0.462, 0.448], + [0.918, 0.319, 0.291], + [0.562, 0.35, 0.338], + [2.095, 0.472, 0.433], + [2.033, 0.434, 0.406], + [3.964, 0.936, 0.953], + [0.313, 0.046, 0.048], + [9.514, 0.426, 0.31], + [11.193, 0.511, 0.377], + [21.852, 0.939, 0.769], + [55.958, 2.987, 2.335], + [2.47, 0.153, 0.132], + [0.731, 0.102, 0.091], + [2.449, 0.126, 0.131], + [9.63, 0.589, 0.501], + [8.566, 1.827, 1.64], + [0.314, 0.194, 0.177], + [2.239, 0.357, 0.311], + [5.59, 0.516, 0.383], + [4.791, 1.774, 1.836], + [10.162, 1.951, 1.534], + [10.183, 1.684, 1.637], + [0.624, 0.367, 0.3], + [9.693, 0.525, 0.326], + [8.82, 0.5, 0.344], + [9.677, 0.553, 0.404], + [18.514, 0.721, 0.585], + [2.651, 0.126, 0.115], + [1.766, 0.11, 0.106], + [0.986, 0.124, 0.093] +] +} + diff --git a/sail/results/c7a.metal-48xl.json b/sail/results/c7a.metal-48xl.json new file mode 100644 index 000000000..af7c204a6 --- /dev/null +++ b/sail/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Sail (Parquet)", + "date": "2025-10-18", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["column-oriented"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.105, 0.01, 0.007], + [0.16, 0.029, 0.032], + [0.174, 0.036, 0.036], + [0.315, 0.04, 0.048], + [0.484, 0.235, 0.24], + [0.82, 0.259, 0.211], + [0.102, 0.008, 0.006], + [0.189, 0.05, 0.052], + [0.704, 0.284, 0.262], + [1.151, 0.304, 0.281], + [0.504, 0.278, 0.245], + [0.607, 0.245, 0.247], + [0.853, 0.31, 0.299], + [2.182, 0.353, 0.351], + [0.936, 0.31, 0.233], + [0.587, 0.343, 0.31], + [2.134, 0.37, 0.294], + [2.029, 0.338, 0.274], + [3.948, 0.646, 0.662], + [0.315, 0.039, 0.045], + [9.53, 0.315, 0.283], + [11.151, 0.44, 0.32], + [21.785, 0.623, 0.426], + [55.944, 2.135, 1.344], + [2.461, 0.175, 0.163], + [0.754, 0.161, 0.159], + [2.473, 0.179, 0.176], + [9.617, 0.49, 0.405], + [8.483, 1.572, 1.559], + [0.308, 0.163, 0.147], + [2.192, 0.35, 0.298], + [5.622, 0.5, 0.344], + [4.652, 1.367, 1.318], + [10.108, 1.346, 1.217], + [10.051, 1.117, 1.105], + [0.583, 0.334, 0.25], + [9.67, 0.468, 0.304], + [8.803, 0.365, 0.262], + [9.635, 0.419, 0.299], + [18.516, 0.598, 0.392], + [2.637, 0.134, 0.098], + [1.777, 0.095, 0.094], + [1.006, 0.115, 0.098] +] +} + diff --git a/sail/results/c8g.4xlarge.json b/sail/results/c8g.4xlarge.json index 387b162bb..500e081d7 100644 --- a/sail/results/c8g.4xlarge.json +++ b/sail/results/c8g.4xlarge.json @@ -1,6 +1,6 @@ { "system": "Sail (Parquet)", - "date": "2025-10-09", + "date": "2025-10-18", "machine": "c8g.4xlarge", "cluster_size": 1, "proprietary": "no", @@ -9,49 +9,49 @@ "load_time": 0, "data_size": 14779976446, "result": [ - [0.231, 0.006, 0.006], - [0.137, 0.017, 0.016], - [0.213, 0.041, 0.042], - [0.425, 0.041, 0.039], - [0.564, 0.363, 0.371], - [0.96, 0.523, 0.517], - [0.103, 0.007, 0.007], - [0.149, 0.019, 0.019], - [0.846, 0.508, 0.489], - [1.303, 0.662, 0.681], - [0.527, 0.137, 0.14], - [0.619, 0.15, 0.149], - [0.991, 0.53, 0.539], - [2.513, 0.801, 0.768], - [1.014, 0.481, 0.482], - [0.917, 0.449, 0.444], - [2.475, 0.956, 0.961], - [2.451, 0.908, 0.868], - [4.656, 1.821, 1.916], - [0.406, 0.042, 0.041], - [9.604, 0.788, 0.776], - [11.362, 0.867, 0.854], - [22.274, 1.418, 1.435], - [55.806, 4.067, 3.952], - [2.703, 0.236, 0.24], - [0.824, 0.202, 0.197], - [2.695, 0.24, 0.242], - [9.622, 0.936, 0.938], - [10.239, 7.573, 7.542], - [0.571, 0.417, 0.412], - [2.328, 0.408, 0.404], - [5.871, 0.418, 0.431], - [4.556, 1.747, 1.801], - [10.408, 2.652, 2.757], - [10.386, 2.604, 2.694], - [0.83, 0.563, 0.569], - [9.746, 0.715, 0.686], - [8.948, 0.76, 0.743], - [9.734, 0.68, 0.666], - [18.622, 1.091, 1.085], - [2.748, 0.111, 0.113], - [1.915, 0.112, 0.104], - [1.134, 0.102, 0.1] + [0.096, 0.006, 0.006], + [0.135, 0.016, 0.016], + [0.203, 0.043, 0.042], + [0.416, 0.04, 0.038], + [0.574, 0.359, 0.359], + [0.944, 0.508, 0.506], + [0.102, 0.006, 0.006], + [0.145, 0.018, 0.019], + [0.841, 0.46, 0.511], + [1.296, 0.64, 0.633], + [0.529, 0.135, 0.138], + [0.616, 0.148, 0.152], + [0.99, 0.502, 0.511], + [2.595, 0.796, 0.819], + [1.055, 0.474, 0.472], + [0.663, 0.425, 0.415], + [2.483, 0.94, 0.964], + [2.481, 0.95, 0.929], + [4.643, 1.867, 1.825], + [0.42, 0.04, 0.039], + [9.6, 0.784, 0.764], + [11.35, 0.85, 0.832], + [22.215, 1.389, 1.417], + [55.892, 3.888, 3.891], + [2.701, 0.236, 0.242], + [0.843, 0.196, 0.189], + [2.696, 0.246, 0.239], + [9.633, 0.938, 0.902], + [10.162, 7.532, 7.553], + [0.571, 0.416, 0.41], + [2.319, 0.408, 0.4], + [5.888, 0.44, 0.407], + [4.569, 1.721, 1.76], + [10.318, 2.636, 2.681], + [10.458, 2.657, 2.648], + [0.787, 0.552, 0.553], + [9.741, 0.697, 0.698], + [8.946, 0.755, 0.73], + [9.722, 0.663, 0.683], + [18.618, 1.061, 1.068], + [2.747, 0.119, 0.117], + [1.916, 0.105, 0.109], + [1.136, 0.098, 0.101] ] } diff --git a/sail/results/c8g.metal-48xl.json b/sail/results/c8g.metal-48xl.json new file mode 100644 index 000000000..4165c8ca3 --- /dev/null +++ b/sail/results/c8g.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Sail (Parquet)", + "date": "2025-10-18", + "machine": "c8g.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["column-oriented"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [0.071, 0.005, 0.005], + [0.146, 0.018, 0.018], + [0.175, 0.024, 0.024], + [0.334, 0.027, 0.026], + [0.333, 0.166, 0.168], + [0.771, 0.2, 0.184], + [0.069, 0.006, 0.005], + [0.169, 0.043, 0.041], + [0.652, 0.208, 0.199], + [1.06, 0.26, 0.258], + [0.406, 0.106, 0.118], + [0.492, 0.113, 0.126], + [0.773, 0.208, 0.183], + [2.07, 0.275, 0.279], + [0.871, 0.22, 0.212], + [0.372, 0.204, 0.22], + [2.047, 0.297, 0.263], + [1.996, 0.289, 0.251], + [3.873, 0.551, 0.587], + [0.279, 0.029, 0.025], + [9.509, 0.354, 0.289], + [11.13, 0.426, 0.342], + [21.761, 0.586, 0.588], + [55.901, 2.088, 1.291], + [2.42, 0.098, 0.089], + [0.706, 0.08, 0.077], + [2.417, 0.107, 0.082], + [9.558, 0.454, 0.344], + [8.515, 1.729, 1.717], + [0.309, 0.257, 0.251], + [2.147, 0.228, 0.21], + [5.513, 0.338, 0.275], + [4.325, 1.09, 1.049], + [10.063, 1.084, 1.121], + [10.064, 1.116, 1.078], + [0.349, 0.173, 0.224], + [9.644, 0.409, 0.311], + [8.77, 0.406, 0.3], + [9.609, 0.418, 0.303], + [18.488, 0.561, 0.405], + [2.586, 0.084, 0.075], + [1.732, 0.067, 0.065], + [0.95, 0.085, 0.065] +] +} + diff --git a/spark-auron/README.md b/spark-auron/README.md new file mode 100644 index 000000000..d8adfabec --- /dev/null +++ b/spark-auron/README.md @@ -0,0 +1,42 @@ +This README includes info on configuring Apache Auron (formerly Blaze) for ClickBench. For additional details, please refer to [Auron's docs](https://auron.apache.org/), [spark-accelerators README](../spark/README-accelerators.md) and [issue](https://github.com/apache/auron/issues/1287) discussing the results. + +### Run + +As usual, benchmark can be run via `./benchmark.sh`. Additionally, users can provide machine spec like `./benchmark.sh c6a.8xlarge` so script saves it in relevant file. + +## Notes + +### Debug + +- To find all unsupported queries from `log.txt`: +``` +>>> grep -o 'expressions.*' log.txt | grep -v 'toprettystring' | grep -o ' .*' | sort | uniq -c + + 45 cast(EventTime#4L as timestamp) + 12 cast(none#0L as timestamp) + 153 date_add(1970-01-01, EventDate#5) + 72 date_add(1970-01-01, none#0) + 24 date_add(1970-01-01, none#1) + 15 date_trunc(class org.apache.spark.sql.auron.NativeExprWrapper() dataType:StringType), ...) + 15 minute(class org.apache.spark.sql.auron.NativeExprWrapper() dataType:TimestampType), ...) + 9 regexp_replace(Referer#14, ^https?://(?:www.)?([^/]+)/.*$, $1, 1) + 6 regexp_replace(none#0, ^https?://(?:www.)?([^/]+)/.*$, $1, 1) +``` + +### Links + +- Refer to Auron's [`pom.xml`](https://github.com/apache/auron/blob/v5.0.0/pom.xml) for exact _version compatibility_ between Auron, Spark, Scala, and Java. +- Download _pre-built JARs_ from the [Auron archives](https://auron.apache.org/archives). +- View an example _Auron configuration_ in the [benchmarks documentation](https://auron.apache.org/documents/benchmarks.html#benchmark-configuration). + +### Configuration + +- As of version 5.0, Spark 3.5.5 is chosen since it's used for the `spark-3.5` shim (see `pom.xml`) and TPC-DS testing. +- Apache Auron was previously named [Blaze](https://github.com/apache/auron/issues/1168). This change occurred after version 5.0, so previous naming references (links, settings) still remain. These will be updated in the next version. +- In version 5.0, Auron generates extensive INFO logs (~55MB file after ~40 queries), which may impact system performance. This behavior will be manageable in next version and will require setting `spark.auron.native.log.level`. +- Auron's memory configuration follows the example from the [benchmark page](https://auron.apache.org/documents/benchmarks.html#benchmark-configuration), specifically 1:2 split between memory and memoryOverhead. +- For Auron modification of 29 query (containing `REGEXP_REPLACE`) is done similar to Apache Spark (see corresponding README.md) since Auron doesn't execute this function natively and falls back to Spark: +``` +25/10/11 17:18:29 WARN NativeConverters: Falling back expression: scala.NotImplementedError: unsupported expression: (class org.apache.spark.sql.catalyst.expressions.RegExpReplace) regexp_replace(Referer#14, ^https?://(?:www.)?([^/]+)/.*$, $1, 1) +``` +Moreover, running original query as-is leads to Rust's panic (see [comment](https://github.com/apache/auron/issues/1287#issuecomment-3387246375) for details). diff --git a/spark-auron/benchmark.sh b/spark-auron/benchmark.sh new file mode 100755 index 000000000..92af68dac --- /dev/null +++ b/spark-auron/benchmark.sh @@ -0,0 +1,91 @@ +#!/bin/bash + +# Note: Keep in sync with spark-*/benchmark.sh (see README-accelerators.md for details) +# +# Highlights: +# - pyspark==3.5.6 version is used (latest stable for Auron 5.0.0) +# - Auron installation is added +# - auto-save results + +# Install + +sudo apt-get update -y +sudo apt-get install -y python3-pip python3-venv openjdk-17-jdk + +export JAVA_HOME="/usr/lib/jvm/java-17-openjdk-$(dpkg --print-architecture)/" +export PATH=$JAVA_HOME/bin:$PATH + +python3 -m venv myenv +source myenv/bin/activate +pip install pyspark==3.5.5 psutil + +# Load the data + +wget --continue --progress=dot:giga 'https://datasets.clickhouse.com/hits_compatible/hits.parquet' + +# Install Auron + +AURON_JAR_URL='https://github.com/apache/auron/releases/download/v5.0.0/blaze-engine-spark-3.5-release-5.0.0-SNAPSHOT.jar' + +wget --continue --progress=dot:giga $AURON_JAR_URL -O auron.jar + +# Run the queries + +./run.sh >log.txt 2>&1 + +# Print results to stdout as required +cat log.txt | grep -P '^Time:\s+([\d\.]+)|Failure!' | sed -r -e 's/Time: //; s/^Failure!$/null/' | + awk '{ if (i % 3 == 0) { printf "[" }; printf $1; if (i % 3 != 2) { printf "," } else { print "]," }; ++i; }' + +DATA_SIZE=$(du -b hits.parquet | cut -f1) + +echo "Data size: $DATA_SIZE" +echo "Load time: 0" + +# Save results as JSON + +MACHINE="${1:-c6a.4xlarge}" # Use first argument as machine name, default to c6a.4xlarge +AURON_VERSION=$(echo $AURON_JAR_URL | grep -Po "\d.\d.\d" | head -n 1) +SPARK_VERSION=$(pip freeze | grep '^pyspark==' | cut -d '=' -f3) + +mkdir -p results + +( +cat << EOF +{ + "system": "Spark (Auron)", + "date": "$(date +%Y-%m-%d)", + "machine": "${MACHINE}", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "comment": "Using Auron ${AURON_VERSION} with Spark ${SPARK_VERSION}", + "tags": ["Java", "Rust", "column-oriented", "Spark derivative", "DataFusion", "Parquet"], + "load_time": 0, + "data_size": ${DATA_SIZE}, + "result": [ +EOF + +cat log.txt | grep -P '^Time:\s+([\d\.]+)|Failure!' | sed -r -e 's/Time: //; s/^Failure!$/null/' | + awk -v total=$(grep -cP '^Time:\s+[\d\.]+|Failure!' log.txt) ' + { + if (i % 3 == 0) printf "\t\t["; + if ($1 == "null") printf "null"; + else printf "%.3f", $1; + if (i % 3 != 2) printf ", "; + else { + if (i < total - 1) printf "],\n"; + else printf "]"; + } + i++; + }' + +cat << EOF + + ] +} +EOF +) > "results/${MACHINE}.json" + +echo "Results have been saved to results/${MACHINE}.json" + diff --git a/spark-auron/queries.sql b/spark-auron/queries.sql new file mode 100644 index 000000000..8fafcbcf9 --- /dev/null +++ b/spark-auron/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(EventDate), MAX(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 EventTime) 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000; +SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100; +SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' 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', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-14' AND EventDate <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 10 OFFSET 1000; diff --git a/spark-auron/query.py b/spark-auron/query.py new file mode 100755 index 000000000..b07b29e6b --- /dev/null +++ b/spark-auron/query.py @@ -0,0 +1,63 @@ +#!/usr/bin/env python3 + +""" +Note: Keep in sync with spark-*/query.py (see README-accelerators.md for details) + +Highlights: +- memory is split between heap (for Spark) and memoryOverhead (for Auron) +- Auron configuration is added to `SparkSession` +""" + +from pyspark.sql import SparkSession +import pyspark.sql.functions as F + +import psutil +import sys +import timeit + + +query = sys.stdin.read() +print(query) + +# Calculate available memory to configurate SparkSession (in MB) +ram = int(round(psutil.virtual_memory().available / (1024 ** 2) * 0.7)) +exec_memory = ram // 3 +exec_overhead = ram - exec_memory +print(f"SparkSession will be set with {exec_memory} MB of memory and {exec_overhead} MB of memoryOverhead (total {ram} MB)") + +builder = ( + SparkSession + .builder + .appName("ClickBench") + .config("spark.driver", "local[*]") # To ensure using all cores + .config("spark.driver.memory", f"{exec_memory}m") + .config("spark.sql.parquet.binaryAsString", True) # Treat binary as string to get correct length calculations and text results + + # Additional Auron configuration + .config("spark.jars", "auron.jar") + .config("spark.driver.extraClassPath", "auron.jar") + .config("spark.auron.enable", True) + .config("spark.sql.extensions", "org.apache.spark.sql.blaze.BlazeSparkSessionExtension") + .config("spark.shuffle.manager", "org.apache.spark.sql.execution.blaze.shuffle.BlazeShuffleManager") + .config("spark.memory.offHeap.enabled", "false") + .config("spark.driver.memoryOverhead", exec_overhead) +) + +spark = builder.getOrCreate() + +df = spark.read.parquet("hits.parquet") +# Do casting before creating the view so no need to change to unreadable integer dates in SQL +df = df.withColumn("EventTime", F.col("EventTime").cast("timestamp")) +df = df.withColumn("EventDate", F.date_add(F.lit("1970-01-01"), F.col("EventDate"))) +df.createOrReplaceTempView("hits") + +for try_num in range(3): + try: + start = timeit.default_timer() + result = spark.sql(query) + result.show(100) # some queries should return more than 20 rows which is the default show limit + end = timeit.default_timer() + print("Time: ", end - start) + except Exception as e: + print(e) + print("Failure!") diff --git a/spark-auron/results/c6a.2xlarge.json b/spark-auron/results/c6a.2xlarge.json new file mode 100644 index 000000000..8e341be78 --- /dev/null +++ b/spark-auron/results/c6a.2xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-15", + "machine": "c6a.2xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [58.147, 45.917, 44.68], + [3.78, 1.588, 1.364], + [4.284, 1.818, 1.583], + [4.214, 1.716, 1.468], + [7.226, 4.955, 4.095], + [6.292, 3.798, 3.535], + [5.681, 3.129, 2.906], + [3.862, 1.583, 1.388], + [8.208, 5.713, 5.266], + [11.706, 8.854, 8.489], + [4.775, 2.156, 1.855], + [4.942, 2.29, 2.017], + [6.35, 3.741, 3.514], + [9.479, 7.06, 7.575], + [6.727, 4.109, 3.773], + [8.197, 5.7, 5.321], + [11.766, 9.126, 9.003], + [8.34, 5.973, 5.718], + [20.273, 17.703, 16.344], + [3.662, 1.476, 1.365], + [11.386, 3.552, 3.304], + [13.341, 4.136, 3.877], + [23.938, 5.844, 5.524], + [58.805, 46.323, 44.78], + [5.744, 2.92, 2.58], + [4.617, 2.276, 2.007], + [5.682, 2.862, 2.738], + [11.632, 5.297, 4.882], + [24.069, 20.545, 20.259], + [11.786, 8.8, 8.561], + [6.585, 3.875, 3.582], + [9.556, 5.403, 5.068], + [24.313, 21.462, 21.299], + [16.352, 12.018, 11.683], + [16.851, 11.87, 11.516], + [8.102, 5.429, 5.111], + [4.132, 1.765, 1.553], + [3.973, 1.594, 1.486], + [4.281, 1.788, 1.476], + [5.941, 2.869, 2.463], + [4.419, 1.743, 1.506], + [4.238, 1.667, 1.376], + [4.319, 1.698, 1.43] +] +} + diff --git a/spark-auron/results/c6a.4xlarge.json b/spark-auron/results/c6a.4xlarge.json new file mode 100644 index 000000000..1f4854b33 --- /dev/null +++ b/spark-auron/results/c6a.4xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-15", + "machine": "c6a.4xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [57.95, 11.492, 11.457], + [3.21, 1.092, 0.92], + [3.348, 1.173, 1.005], + [3.288, 1.112, 1.022], + [5.213, 2.968, 2.781], + [4.752, 2.557, 2.327], + [4.155, 1.767, 1.653], + [3.378, 1.108, 0.927], + [6.092, 3.817, 3.519], + [7.945, 5.662, 5.39], + [3.942, 1.546, 1.294], + [4.011, 1.649, 1.369], + [4.834, 2.557, 2.302], + [6.588, 4.176, 3.878], + [5.164, 2.824, 2.572], + [5.615, 3.412, 3.134], + [8.193, 5.884, 5.59], + [5.895, 3.731, 3.478], + [13.321, 10.407, 10.284], + [3.13, 1.059, 1.03], + [11.402, 2.634, 2.465], + [13.181, 2.977, 2.783], + [24.005, 4.626, 4.435], + [58.625, 17.595, 17.347], + [4.405, 1.754, 1.684], + [3.605, 1.535, 1.351], + [4.352, 1.854, 1.771], + [11.816, 3.78, 3.534], + [14.537, 11.357, 11.106], + [11.147, 8.578, 8.39], + [5.114, 2.673, 2.471], + [8.483, 3.056, 2.797], + [16.698, 14.124, 14.025], + [14.732, 9.005, 8.593], + [14.801, 8.886, 8.714], + [5.66, 3.353, 3.103], + [3.589, 1.232, 1.078], + [3.42, 1.102, 0.963], + [3.745, 1.235, 1.045], + [5.222, 2.353, 2.083], + [3.91, 1.276, 1.088], + [3.727, 1.126, 1.038], + [3.756, 1.22, 1.031] +] +} + diff --git a/spark-auron/results/c6a.large.json b/spark-auron/results/c6a.large.json new file mode 100644 index 000000000..192f9a936 --- /dev/null +++ b/spark-auron/results/c6a.large.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-16", + "machine": "c6a.large", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [82.112, 78.673, 78.263], + [9.207, 5.154, 4.582], + [10.254, 6.34, 5.5], + [10.524, 5.919, 5.262], + [20.023, 15.39, 14.152], + [21.696, 14.237, 13.105], + [16.612, 11.33, 10.756], + [10.041, 5.681, 4.763], + [22.896, 17.96, 16.811], + [34.947, 29.701, 28.602], + [12.31, 7.5, 6.51], + [12.952, 8.028, 6.892], + [21.513, 16.942, 14.904], + [36.368, 29.819, 29.818], + [21.777, 17.725, 15.727], + [23.702, 18.537, 18.009], + [37.063, 31.309, 29.986], + [24.134, 18.42, 17.547], + [68.087, 60.277, 61.653], + [9.385, 4.706, 4.724], + [19.917, 12.583, 11.728], + [22.729, 15.157, 13.966], + [34.339, 26.264, 27.813], + [102.081, 95.868, 94.019], + [17.413, 10.05, 9.253], + [13.75, 8.45, 7.468], + [16.052, 10.758, 9.682], + [24.85, 17.201, 16.297], + [84.127, 76.615, 77.281], + [36.997, 31.816, 30.645], + [22.694, 15.746, 14.702], + [25.961, 19.053, 17.989], + [84.071, 77.628, 76.567], + [69.31, 61.847, 60.98], + [65.929, 60.132, 60.4], + [22.115, 17.563, 16.639], + [11.013, 5.887, 4.945], + [10.154, 5.675, 4.668], + [10.201, 5.709, 4.94], + [13.111, 8.155, 7.026], + [10.34, 6.111, 4.992], + [10.234, 5.753, 4.651], + [10.169, 6.084, 4.994] +] +} + diff --git a/spark-auron/results/c6a.metal.json b/spark-auron/results/c6a.metal.json new file mode 100644 index 000000000..58e4d3012 --- /dev/null +++ b/spark-auron/results/c6a.metal.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-16", + "machine": "c6a.metal", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [75.585, 38.301, 38.048], + [39.201, 37.094, 37.646], + [39.502, 37.295, 35.012], + [39.454, 36.901, 35.406], + [50.535, 47.766, 46.557], + [77.835, 75.399, 73.981], + [44.448, 39.91, 36.836], + [38.729, 37.46, 35.939], + [81.341, 75.246, 74.077], + [82.033, 73.671, 74.671], + [39.896, 35.735, 36.352], + [40.217, 38.078, 36.499], + [81.086, 73.669, 72.985], + [113.514, 111.96, 112.165], + [74.705, 73.781, 74.067], + [50.934, 46.38, 47], + [82.543, 76.633, 76.459], + [41.262, 40.882, 36.326], + [81.797, 76.921, 77.889], + [13.317, 14.833, 10.793], + [39.798, 35.889, 35.928], + [39.659, 36.078, 37.112], + [43.649, 37.584, 37.285], + [77.906, 40.807, 40.539], + [40.531, 35.889, 37.18], + [39.227, 35.294, 35.756], + [40.339, 36.783, 35.342], + [39.546, 37.271, 35.839], + [83.408, 79.416, 77.833], + [41.528, 36.724, 36.976], + [44.324, 41.545, 40.953], + [79.989, 74.188, 73.242], + [81.781, 75.443, 74.846], + [82.856, 77.742, 76.08], + [83.197, 78.911, 76.303], + [51.941, 48.019, 46.468], + [40.635, 36.332, 38.299], + [39.538, 36.796, 35.579], + [39.968, 36.98, 36.524], + [44.931, 40.136, 41.553], + [40.499, 37.395, 37.654], + [39.291, 37.156, 35.503], + [41.102, 36.042, 36.827] +] +} + diff --git a/spark-auron/results/c6a.xlarge.json b/spark-auron/results/c6a.xlarge.json new file mode 100644 index 000000000..f6d43f7ce --- /dev/null +++ b/spark-auron/results/c6a.xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-16", + "machine": "c6a.xlarge", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [65.457, 52.707, 53.013], + [5.478, 2.799, 2.254], + [6.286, 3.144, 2.751], + [5.824, 3.076, 2.686], + [11.989, 8.605, 7.837], + [10.663, 7.857, 6.626], + [9.222, 5.6, 5.372], + [5.814, 2.851, 2.356], + [12.8, 9.755, 9.08], + [19.137, 15.381, 14.621], + [7.244, 3.99, 3.315], + [7.618, 4.241, 3.556], + [11.329, 8.127, 7.649], + [18.21, 14.183, 13.46], + [12.17, 8.654, 8.234], + [12.906, 9.63, 9.129], + [20.398, 15.945, 15.457], + [13.077, 9.932, 9.443], + [35.112, 30.755, 30.445], + [5.747, 2.588, 2.443], + [11.952, 6.57, 5.919], + [13.463, 7.158, 6.78], + [24.258, 10.725, 10.215], + [59.173, 50.414, 50.095], + [8.854, 4.925, 4.755], + [6.901, 4.183, 3.787], + [9.07, 5.237, 4.961], + [13.334, 9.261, 8.735], + [43.633, 38.08, 37.865], + [19.686, 15.689, 15.172], + [11.797, 7.945, 7.404], + [13.691, 9.653, 9.24], + [42.979, 40.129, 38.605], + [27.019, 21.829, 22.606], + [26.506, 22.02, 22.18], + [13.186, 9.78, 9.511], + [6.134, 3.103, 2.421], + [5.873, 2.903, 2.346], + [6.399, 3.055, 2.395], + [8.188, 4.49, 3.745], + [6.573, 3.124, 2.55], + [6.299, 2.948, 2.396], + [6.3, 3.07, 2.399] +] +} + diff --git a/spark-auron/results/c7a.metal-48xl.json b/spark-auron/results/c7a.metal-48xl.json new file mode 100644 index 000000000..084c6301e --- /dev/null +++ b/spark-auron/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Spark (Auron)", + "date": "2025-10-16", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "tags": ["Java","Rust","column-oriented","Spark derivative"], + "load_time": 0, + "data_size": 14779976446, + "result": [ + [72.917, 37.208, 36.073], + [42.566, 37.155, 36.966], + [40.477, 37.208, 35.972], + [40.879, 37.252, 36.44], + [51.133, 46.912, 46.947], + [84.434, 77.317, 79.121], + [41.287, 38.446, 37.57], + [39.734, 36.946, 36.284], + [83.13, 75.294, 76.694], + [81.958, 77.498, 80.801], + [43.502, 38.235, 36.93], + [42.951, 37.495, 38.884], + [87.197, 76.613, 76.353], + [127.117, 119.968, 117.481], + [81.298, 83.37, 83.211], + [50.191, 48.348, 46.665], + [82.702, 78.844, 77.609], + [42.218, 38.067, 37.652], + [87.706, 82.183, 79.463], + [10.136, 13.682, 15.128], + [40.315, 37.343, 37.033], + [42.428, 37.615, 36.085], + [45.01, 37.916, 38.022], + [74.679, 39.401, 37.675], + [41.267, 38.353, 38.075], + [41.171, 36.616, 36.421], + [40.445, 37.23, 36.348], + [40.519, 39.133, 36.81], + [88.596, 78.613, 78.634], + [42.973, 38.295, 37.636], + [46.782, 42.805, 41.347], + [78.699, 77.344, 76.179], + [84.487, 80.711, 82.391], + [87.69, 80.691, 80.081], + [82.491, 81.05, 79.722], + [50.891, 56.102, 47.895], + [43.132, 38.194, 38.858], + [40.887, 36.817, 37.732], + [40.749, 36.925, 37.365], + [45.396, 40.952, 40.577], + [41.626, 37.999, 37.025], + [40.868, 38.019, 36.439], + [43.151, 37.532, 36.32] +] +} + diff --git a/spark-auron/run.sh b/spark-auron/run.sh new file mode 100755 index 000000000..8c9ca1289 --- /dev/null +++ b/spark-auron/run.sh @@ -0,0 +1,10 @@ +#!/bin/bash + +# Note: Keep in sync with spark-*/run.sh (see README-accelerators.md for details) + +cat queries.sql | while read query; do + sync + echo 3 | sudo tee /proc/sys/vm/drop_caches >/dev/null + + ./query.py <<< "${query}" +done diff --git a/spark-auron/template.json b/spark-auron/template.json new file mode 100644 index 000000000..9b1bc1d2f --- /dev/null +++ b/spark-auron/template.json @@ -0,0 +1,11 @@ +{ + "system": "Spark (Auron)", + "proprietary": "no", + "tuned": "no", + "tags": [ + "Java", + "Rust", + "column-oriented", + "Spark derivative" + ] +} diff --git a/spark-comet/README.md b/spark-comet/README.md index 17c08371c..9e731f6ea 100644 --- a/spark-comet/README.md +++ b/spark-comet/README.md @@ -4,7 +4,9 @@ This README includes info on configuring Apache Comet for ClickBench. For additi As usual, benchmark can be run via `./benchmark.sh`. Additionally, users can provide machine spec like `./benchmark.sh c6a.8xlarge` so script saves it in relevant file. -### Notes +## Notes + +### Debug - To find all unsupported queries from `log.txt` (requires running bench in debug mode): ```bash @@ -15,9 +17,13 @@ As usual, benchmark can be run via `./benchmark.sh`. Additionally, users can pro 123 +- HashAggregate [COMET: distinct aggregates are not supported] ... ``` + +### Links + - Check [here](https://datafusion.apache.org/comet/user-guide/installation.html#supported-spark-versions) for _version compatibility_ between Spark and Comet. - Check [here](https://datafusion.apache.org/comet/user-guide/installation.html#using-a-published-jar-file) for _links to Comet jar_. - Check [here](https://datafusion.apache.org/comet/user-guide/installation.html#run-spark-shell-with-comet-enabled) for _basic Comet configuration_. +- Check [here](https://github.com/apache/datafusion-comet/blob/main/docs/spark_expressions_support.md?plain=1) for _a list of (un-)supported expressions_. ### Configuration @@ -27,3 +33,4 @@ Therefore, we need to split available memory between heap (for Spark) and off-he - `spark.comet.regexp.allowIncompatible=True` allows Comet to use incompatible regular expressions instead of falling back to Spark (check [docs](https://datafusion.apache.org/comet/user-guide/compatibility.html#regular-expressions) for details). - `spark.comet.scan.allowIncompatible=True` allows Comet to use different parquet readers to prevent query failures (check [issue](https://github.com/apache/datafusion-comet/issues/2035#issuecomment-3090666597) for details).
What happens here: `hits.parquet` contains `short` type columns, so Comet uses the `native_comet` reader for compatibility. However, this reader [doesn't work](https://github.com/apache/datafusion-comet/issues/2038) for some queries (e.g., query 40), causing Comet to fail. As a workaround, we can allow Comet to produce results incompatible with Spark, enabling it to use [other readers](https://datafusion.apache.org/comet/user-guide/compatibility.html#parquet-scans) and successfully execute these queries. +- For Comet modification of 29 query (containing `REGEXP_REPLACE`) is done similar to Apache Spark (see corresponding README.md) since Comet [doesn't execute this function natively](https://github.com/apache/datafusion-comet/blob/1c462bc6c41b05e69b0ea7dd658e135648deff6c/docs/spark_expressions_support.md?plain=1#L420) and falls back to Spark. diff --git a/spark-comet/queries.sql b/spark-comet/queries.sql index 31f65fc89..8fafcbcf9 100644 --- a/spark-comet/queries.sql +++ b/spark-comet/queries.sql @@ -26,7 +26,7 @@ SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 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\.)?([^/]+)/.*$', '\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25; +SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '$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; diff --git a/spark-comet/query.py b/spark-comet/query.py index 29c84981e..50358069a 100755 --- a/spark-comet/query.py +++ b/spark-comet/query.py @@ -14,28 +14,25 @@ import os import psutil -import re import sys import timeit query = sys.stdin.read() -# Replace \1 to $1 because spark recognizes only this pattern style (in query 28) -query = re.sub(r"""(REGEXP_REPLACE\(.*?,\s*('[^']*')\s*,\s*)('1')""", r"\1'$1'", query) print(query) -# Calculate available memory to configurate SparkSession -ram = int(round(psutil.virtual_memory().available / (1024 ** 3) * 0.7)) +# Calculate available memory to configurate SparkSession (in MB) +ram = int(round(psutil.virtual_memory().available / (1024 ** 2) * 0.7)) heap = ram // 2 off_heap = ram - heap -print(f"SparkSession will use {heap} GB of heap and {off_heap} GB of off-heap memory") +print(f"SparkSession will use {heap} MB of heap and {off_heap} MB of off-heap memory (total {ram} MB)") builder = ( SparkSession .builder .appName("ClickBench") .config("spark.driver", "local[*]") # To ensure using all cores - .config("spark.driver.memory", f"{heap}g") # Set amount of memory SparkSession can use + .config("spark.driver.memory", f"{heap}m") .config("spark.sql.parquet.binaryAsString", True) # Treat binary as string to get correct length calculations and text results # Additional Comet configuration @@ -44,7 +41,7 @@ .config("spark.plugins", "org.apache.spark.CometPlugin") .config("spark.shuffle.manager", "org.apache.spark.sql.comet.execution.shuffle.CometShuffleManager") .config("spark.memory.offHeap.enabled", "true") - .config("spark.memory.offHeap.size", f"{off_heap}g") + .config("spark.memory.offHeap.size", f"{off_heap}m") .config("spark.comet.regexp.allowIncompatible", True) .config("spark.comet.scan.allowIncompatible", True) ) diff --git a/spark-gluten/README.md b/spark-gluten/README.md index 03da87113..774c41653 100644 --- a/spark-gluten/README.md +++ b/spark-gluten/README.md @@ -1,13 +1,16 @@ -This README includes info on configuring Apache Gluten for ClickBench. For additional details, please refer to [Gluten's docs](https://apache.github.io/incubator-gluten/get-started/Velox.html) and [spark-accelerators README](../spark/README-accelerators.md). +This README includes info on configuring Apache Gluten for ClickBench. For additional details, please refer to [Gluten's docs](https://apache.github.io/incubator-gluten/get-started/Velox.html), [spark-accelerators README](../spark/README-accelerators.md) and [discussion](https://github.com/apache/incubator-gluten/discussions/10465). ### Run As usual, benchmark can be run via `./benchmark.sh`. Additionally, users can provide machine spec like `./benchmark.sh c6a.8xlarge` so script saves it in relevant file. -### Notes +## Notes + +### Links - Check [here](https://gluten.apache.org/downloads/) for _pre-built jars_. - Check [here](https://gluten.apache.org/#3-how-to-use) and [here](https://apache.github.io/incubator-gluten/get-started/Velox.html#submit-the-spark-sql-job) for _examples of Gluten configuration_. +- Check [here](https://github.com/apache/incubator-gluten/blob/main/docs/velox-backend-scalar-function-support.md?plain=1) for _a list of (un-)supported expressions_. ### Configuration @@ -16,7 +19,8 @@ As usual, benchmark can be run via `./benchmark.sh`. Additionally, users can pro An error occurred while calling o59.showString. : java.lang.NoSuchMethodError: 'scala.collection.Seq org.apache.spark.sql.execution.PartitionedFileUtil$.splitFiles(org.apache.spark.sql.SparkSession, org.apache.spark.sql.execution.datasources.FileStatusWithMetadata, boolean, long, org.apache.spark.sql.catalyst.InternalRow)' ``` -- While [documentation](https://gluten.apache.org/#3-how-to-use) recommends building Gluten from source, pre-compiled JAR is used to [avoid out-of-memory compilation issues](https://apache.github.io/incubator-gluten/get-started/Velox.html#build-gluten-with-velox-backend) on smaller machines: +- While [documentation](https://gluten.apache.org/#3-how-to-use) recommends building Gluten from source, pre-compiled JAR is used. While it's done akin to other Spark engines, it also lets [avoid out-of-memory compilation issues](https://apache.github.io/incubator-gluten/get-started/Velox.html#build-gluten-with-velox-backend) on smaller machines: > Notes: Building Velox may fail caused by OOM. You can prevent this failure by adjusting NUM_THREADS (e.g., export NUM_THREADS=4) before building Gluten/Velox. The recommended minimal memory size is 64G. - Gluten requires a __dedicated off-heap memory pool__. Memory is split 50/50 between Spark heap and Gluten off-heap, similar to [official guidance](https://apache.github.io/incubator-gluten/get-started/Velox.html#submit-the-spark-sql-job). - JVM option `-Dio.netty.tryReflectionSetAccessible=true` [is set](https://github.com/apache/incubator-gluten/issues/8207) to avoid `UnsupportedOperationException: sun.misc.Unsafe or java.nio.DirectByteBuffer.(long, int) not available` error. +- Although Gluten supports `REGEXP_REPLACE` according to docs (check [Links](#links) section above) and physical plan (`ProjectExecTransformer` is used), query is still rewritten (`\1` -> `$1`) similar to other Spark engines. Otherwise Gluten returns incorrect results. It seems that Gluten-on-Velox here [replicates Spark's logic](https://github.com/kecookier/velox/blob/a5994c3b8548dc41045b0ca86c75e60fe4185678/velox/docs/functions/spark/regexp.rst?plain=1#L95) and supports Java's regex syntax. Gluten-on-Clickhouse will probably require [use of the original query](https://github.com/apache/incubator-gluten/issues/7545). diff --git a/spark-gluten/queries.sql b/spark-gluten/queries.sql index 31f65fc89..8fafcbcf9 100644 --- a/spark-gluten/queries.sql +++ b/spark-gluten/queries.sql @@ -26,7 +26,7 @@ SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10; SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10; SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25; -SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\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 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; diff --git a/spark-gluten/query.py b/spark-gluten/query.py index 63445a3a8..4d2c15d34 100755 --- a/spark-gluten/query.py +++ b/spark-gluten/query.py @@ -12,28 +12,25 @@ import pyspark.sql.functions as F import psutil -import re import sys import timeit query = sys.stdin.read() -# Replace \1 to $1 because spark recognizes only this pattern style (in query 28) -query = re.sub(r"""(REGEXP_REPLACE\(.*?,\s*('[^']*')\s*,\s*)('1')""", r"\1'$1'", query) print(query) -# Calculate available memory to configurate SparkSession -ram = int(round(psutil.virtual_memory().available / (1024 ** 3) * 0.7)) +# Calculate available memory to configurate SparkSession (in MB) +ram = int(round(psutil.virtual_memory().available / (1024 ** 2) * 0.7)) heap = ram // 2 off_heap = ram - heap -print(f"SparkSession will use {heap} GB of heap and {off_heap} GB of off-heap memory") +print(f"SparkSession will use {heap} MB of heap and {off_heap} MB of off-heap memory (total {ram} MB)") builder = ( SparkSession .builder .appName("ClickBench") .config("spark.driver", "local[*]") # To ensure using all cores - .config("spark.driver.memory", f"{heap}g") # Set amount of memory SparkSession can use + .config("spark.driver.memory", f"{heap}m") .config("spark.sql.parquet.binaryAsString", True) # Treat binary as string to get correct length calculations and text results # Additional Gluten configuration @@ -42,7 +39,7 @@ .config("spark.plugins", "org.apache.gluten.GlutenPlugin") .config("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager") .config("spark.memory.offHeap.enabled", "true") - .config("spark.memory.offHeap.size", f"{off_heap}g") + .config("spark.memory.offHeap.size", f"{off_heap}m") .config("spark.driver.extraJavaOptions", "-Dio.netty.tryReflectionSetAccessible=true") ) diff --git a/spark/README.md b/spark/README.md new file mode 100644 index 000000000..722667832 --- /dev/null +++ b/spark/README.md @@ -0,0 +1,6 @@ +This README includes info on configuring Apache Spark for ClickBench. + +## Notes + +- 29 query with `REGEXP_REPLACE` is changed: `\1` is replaced with `$1` since Spark here follows Java’s regex syntax. In Java, backreferences in replacement strings use `$1`, `$2`, etc. +- `EventTime` and `EventDate` columns are transformed (see [#7](https://github.com/ClickHouse/ClickBench/issues/7) issue for details). diff --git a/spark/queries.sql b/spark/queries.sql index 31f65fc89..8fafcbcf9 100644 --- a/spark/queries.sql +++ b/spark/queries.sql @@ -26,7 +26,7 @@ SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10; SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10; SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25; -SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\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 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; diff --git a/spark/query.py b/spark/query.py index a58177dfd..268b60e71 100755 --- a/spark/query.py +++ b/spark/query.py @@ -8,25 +8,22 @@ import pyspark.sql.functions as F import psutil -import re import sys import timeit query = sys.stdin.read() -# Replace \1 to $1 because spark recognizes only this pattern style (in query 28) -query = re.sub(r"""(REGEXP_REPLACE\(.*?,\s*('[^']*')\s*,\s*)('1')""", r"\1'$1'", query) print(query) -# Calculate available memory to configurate SparkSession -ram = int(round(psutil.virtual_memory().available / (1024 ** 3) * 0.7)) -print(f"SparkSession will use {ram} GB of memory") +# Calculate available memory to configurate SparkSession (in MB) +ram = int(round(psutil.virtual_memory().available / (1024 ** 2) * 0.7)) +print(f"SparkSession will use {ram} MB of memory") spark = ( SparkSession .builder .appName("ClickBench") .config("spark.driver", "local[*]") # To ensure using all cores - .config("spark.driver.memory", f"{ram}g") # Set amount of memory SparkSession can use + .config("spark.driver.memory", f"{ram}m") # Set amount of memory SparkSession can use .config("spark.sql.parquet.binaryAsString", True) # Treat binary as string to get correct length calculations and text results .getOrCreate() ) diff --git a/supabase/README.md b/supabase/README.md new file mode 100644 index 000000000..a056e6ee4 --- /dev/null +++ b/supabase/README.md @@ -0,0 +1,11 @@ +## Running Supabase Benchmark + +```bash +$ export SUPABASE_CONNECTION_STRING="[...]" +$ ./benchmark.sh +``` + +By default, Supabase requires IPv6 connections. +This restriction can be bypassed using the "transaction pooler". +You can get its connection string from the Supabase "Connect to your project" UI. +It looks something like this: `postgresql://postgres.zlltjtdocmcqiqprpunq:[YOUR-PASSWORD]@aws-1-eu-north-1.pooler.supabase.com:6543/postgres` diff --git a/supabase/benchmark.sh b/supabase/benchmark.sh new file mode 100755 index 000000000..391a2aabd --- /dev/null +++ b/supabase/benchmark.sh @@ -0,0 +1,32 @@ +#!/bin/bash + +set -eu + +PGVERSION=17 + +# Source: https://wiki.postgresql.org/wiki/Apt +sudo apt-get update -y +sudo apt-get install -y postgresql-common -y +sudo /usr/share/postgresql-common/pgdg/apt.postgresql.org.sh -y + +sudo apt-get update -y +sudo apt-get install -y postgresql-$PGVERSION + +sudo apt-get install -y pigz +wget --continue --progress=dot:giga 'https://datasets.clickhouse.com/hits_compatible/hits.tsv.gz' +pigz -d -f hits.tsv.gz + +psql ${SUPABASE_CONNECTION_STRING} -c 'CREATE DATABASE test' +psql ${SUPABASE_CONNECTION_STRING} -t &1 | tee log.txt + +cat log.txt | grep -oP 'Time: \d+\.\d+ ms' | sed -r -e 's/Time: ([0-9]+\.[0-9]+) ms/\1/' | + awk '{ if (i % 3 == 0) { printf "[" }; printf $1 / 1000; if (i % 3 != 2) { printf "," } else { print "]," }; ++i; }' +echo diff --git a/supabase/create.sql b/supabase/create.sql new file mode 100644 index 000000000..41c961c00 --- /dev/null +++ b/supabase/create.sql @@ -0,0 +1,108 @@ +CREATE TABLE hits +( + WatchID BIGINT NOT NULL, + JavaEnable SMALLINT NOT NULL, + Title TEXT NOT NULL, + GoodEvent SMALLINT NOT NULL, + EventTime TIMESTAMP NOT NULL, + EventDate Date NOT NULL, + CounterID INTEGER NOT NULL, + ClientIP INTEGER NOT NULL, + RegionID INTEGER NOT NULL, + UserID BIGINT NOT NULL, + CounterClass SMALLINT NOT NULL, + OS SMALLINT NOT NULL, + UserAgent SMALLINT NOT NULL, + URL TEXT NOT NULL, + Referer TEXT NOT NULL, + IsRefresh SMALLINT NOT NULL, + RefererCategoryID SMALLINT NOT NULL, + RefererRegionID INTEGER NOT NULL, + URLCategoryID SMALLINT NOT NULL, + URLRegionID INTEGER NOT NULL, + ResolutionWidth SMALLINT NOT NULL, + ResolutionHeight SMALLINT NOT NULL, + ResolutionDepth SMALLINT NOT NULL, + FlashMajor SMALLINT NOT NULL, + FlashMinor SMALLINT NOT NULL, + FlashMinor2 TEXT NOT NULL, + NetMajor SMALLINT NOT NULL, + NetMinor SMALLINT NOT NULL, + UserAgentMajor SMALLINT NOT NULL, + UserAgentMinor VARCHAR(255) NOT NULL, + CookieEnable SMALLINT NOT NULL, + JavascriptEnable SMALLINT NOT NULL, + IsMobile SMALLINT NOT NULL, + MobilePhone SMALLINT NOT NULL, + MobilePhoneModel TEXT NOT NULL, + Params TEXT NOT NULL, + IPNetworkID INTEGER NOT NULL, + TraficSourceID SMALLINT NOT NULL, + SearchEngineID SMALLINT NOT NULL, + SearchPhrase TEXT NOT NULL, + AdvEngineID SMALLINT NOT NULL, + IsArtifical SMALLINT NOT NULL, + WindowClientWidth SMALLINT NOT NULL, + WindowClientHeight SMALLINT NOT NULL, + ClientTimeZone SMALLINT NOT NULL, + ClientEventTime TIMESTAMP NOT NULL, + SilverlightVersion1 SMALLINT NOT NULL, + SilverlightVersion2 SMALLINT NOT NULL, + SilverlightVersion3 INTEGER NOT NULL, + SilverlightVersion4 SMALLINT NOT NULL, + PageCharset TEXT NOT NULL, + CodeVersion INTEGER NOT NULL, + IsLink SMALLINT NOT NULL, + IsDownload SMALLINT NOT NULL, + IsNotBounce SMALLINT NOT NULL, + FUniqID BIGINT NOT NULL, + OriginalURL TEXT NOT NULL, + HID INTEGER NOT NULL, + IsOldCounter SMALLINT NOT NULL, + IsEvent SMALLINT NOT NULL, + IsParameter SMALLINT NOT NULL, + DontCountHits SMALLINT NOT NULL, + WithHash SMALLINT NOT NULL, + HitColor CHAR NOT NULL, + LocalEventTime TIMESTAMP NOT NULL, + Age SMALLINT NOT NULL, + Sex SMALLINT NOT NULL, + Income SMALLINT NOT NULL, + Interests SMALLINT NOT NULL, + Robotness SMALLINT NOT NULL, + RemoteIP INTEGER NOT NULL, + WindowName INTEGER NOT NULL, + OpenerName INTEGER NOT NULL, + HistoryLength SMALLINT NOT NULL, + BrowserLanguage TEXT NOT NULL, + BrowserCountry TEXT NOT NULL, + SocialNetwork TEXT NOT NULL, + SocialAction TEXT NOT NULL, + HTTPError SMALLINT 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 SMALLINT NOT NULL, + SocialSourcePage TEXT NOT NULL, + ParamPrice BIGINT NOT NULL, + ParamOrderID TEXT NOT NULL, + ParamCurrency TEXT NOT NULL, + ParamCurrencyID SMALLINT 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 SMALLINT NOT NULL, + RefererHash BIGINT NOT NULL, + URLHash BIGINT NOT NULL, + CLID INTEGER NOT NULL +); diff --git a/supabase/load.sh b/supabase/load.sh new file mode 100755 index 000000000..302c4cd3b --- /dev/null +++ b/supabase/load.sh @@ -0,0 +1,17 @@ +#!/bin/bash + +set -eu + +# Load data: wrap TRUNCATE and \copy FREEZE in a single transaction +# If we dont' do this, Postgres will throw an error: +# "ERROR: cannot perform COPY FREEZE because the table was not created or truncated in the current subtransaction" +# (i.e. Postgres requires that the table be either created or truncated in the current subtransaction) +psql ${SUPABASE_CONNECTION_STRING} <<'EOF' +set statement_timeout = '60min'; +BEGIN; +TRUNCATE TABLE hits; +\copy hits FROM 'hits.tsv' with freeze; +COMMIT; +EOF + +psql ${SUPABASE_CONNECTION_STRING} -c 'VACUUM ANALYZE hits' diff --git a/supabase/queries.sql b/supabase/queries.sql new file mode 100644 index 000000000..31f65fc89 --- /dev/null +++ b/supabase/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(EventDate), MAX(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 EventTime) 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' 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 >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000; +SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100; +SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' 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', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-14' AND EventDate <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 10 OFFSET 1000; diff --git a/supabase/results/supabase.json b/supabase/results/supabase.json new file mode 100644 index 000000000..c16ba482e --- /dev/null +++ b/supabase/results/supabase.json @@ -0,0 +1,60 @@ +{ + "system": "Supabase", + "date": "2025-03-10", + "machine": "Supabase: 4XL", + "cluster_size": 1, + "proprietary": "no", + "tuned": "no", + "comment": "", + + "tags": ["C", "row-oriented", "PostgreSQL compatible"], + + "load_time": 1350, + "data_size": 106489682778, + + "result": [ +[118.429,119.119,120.011], +[119.695,119.486,119.101], +[118.774,119.104,119.087], +[118.755,119.079,119.075], +[137.502,136.59,136.646], +[154.189,154.848,154.565], +[117.864,118.852,118.848], +[118.575,118.841,118.835], +[146.075,144.671,144.414], +[149.116,148.101,147.12], +[115.954,115.455,115.502], +[115.862,116.093,116.088], +[126.795,126.439,126.453], +[128.721,128.73,128.674], +[130.135,130.647,130.391], +[130.363,128.778,128.36], +[473.819,476.27,476.275], +[111.565,111.266,111.719], +[398.437,429.872,429.809], +[118.003,119.028,119.007], +[129.702,128.997,119.653], +[120.411,119.482,119.324], +[118.78,118.982,118.998], +[119.07,119.213,119.445], +[118.794,118.974,118.953], +[118.646,118.947,118.952], +[118.669,118.931,118.927], +[119.157,119.478,119.324], +[133.219,131.088,132.015], +[117.94,118.918,118.903], +[339.775,340.555,340.946], +[342.393,341.608,341.6], +[503.171,503.948,502.028], +[207.401,184.313,180.132], +[157.771,182.65,178.962], +[110.371,83.2044,82.2114], +[97.6743,84.4134,96.4877], +[98.9899,111.881,118.857], +[118.314,118.821,118.838], +[119.924,119.096,119.226], +[117.871,118.814,118.806], +[118.502,118.787,118.784], +[118.569,118.774,118.779] +] +} diff --git a/supabase/run.sh b/supabase/run.sh new file mode 100755 index 000000000..74afe3d67 --- /dev/null +++ b/supabase/run.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +TRIES=3 + +cat queries.sql | while read -r query; do + sync + echo 3 | sudo tee /proc/sys/vm/drop_caches + + echo "$query" + ( + echo '\timing' + yes "$query" | head -n $TRIES + ) | psql ${SUPABASE_CONNECTION_STRING} -t | grep 'Time' +done diff --git a/umbra/results/c6a.2xlarge.json b/umbra/results/c6a.2xlarge.json new file mode 100644 index 000000000..b40abad83 --- /dev/null +++ b/umbra/results/c6a.2xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "Umbra", + "date": "2025-10-26", + "machine": "c6a.2xlarge", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 209, + "data_size": 13789269075, + "result": [ + [0.006, 0.001, 0.001], + [0.005, 0.001, 0.001], + [0.003, 0.001, 0.001], + [0.002, 0.001, 0.001], + [0.033, 0.008, 0.008], + [0.019, 0.004, 0.004], + [0.002, 0.001, 0.001], + [0.017, 0.001, 0.001], + [0.065, 0.019, 0.018], + [0.072, 0.019, 0.019], + [0.03, 0.004, 0.004], + [0.027, 0.004, 0.004], + [0.025, 0.004, 0.004], + [0.052, 0.009, 0.008], + [0.029, 0.006, 0.005], + [0.029, 0.008, 0.008], + [0.07, 0.018, 0.018], + [0.069, 0.018, 0.018], + [0.103, 0.019, 0.018], + [0.006, 0.001, 0.001], + [0.012, 0.001, 0.001], + [0.014, 0.002, 0.001], + [0.003, 0.002, 0.002], + [0.003, 0.002, 0.002], + [0.003, 0.001, 0.001], + [0.002, 0.001, 0.001], + [0.003, 0.001, 0.001], + [0.012, 0.001, 0.001], + [0.048, 0.008, 0.008], + [0.007, 0.003, 0.003], + [0.039, 0.006, 0.006], + [0.029, 0.006, 0.005], + [0.097, 0.019, 0.018], + [0.038, 0.008, 0.008], + [0.038, 0.008, 0.008], + [0.026, 0.006, 0.005], + [0.017, 0.002, 0.002], + [0.009, 0.002, 0.002], + [0.002, 0.001, 0.001], + [0.012, 0.002, 0.002], + [0.005, 0.002, 0.001], + [0.004, 0.001, 0.001], + [0.006, 0.001, 0.001] +] +} + diff --git a/umbra/results/c6a.4xlarge.json b/umbra/results/c6a.4xlarge.json index 3975db836..24598af3f 100644 --- a/umbra/results/c6a.4xlarge.json +++ b/umbra/results/c6a.4xlarge.json @@ -1,56 +1,57 @@ { - "system": "Umbra", - "date": "2025-07-10", + "system": "Umbra", + "date": "2025-10-26", "machine": "c6a.4xlarge", "cluster_size": 1, - "proprietary": "yes", - "tuned": "no", - "tags": ["C++","column-oriented","PostgreSQL compatible"], - "load_time": 732, - "data_size": 36781349827, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 736, + "data_size": 36476161458, "result": [ - [0.037, 0.008, 0.008], - [0.087, 0.004, 0.004], - [0.215, 0.027, 0.026], - [0.064, 0.026, 0.026], - [0.137, 0.132, 0.131], - [1.531, 0.214, 0.214], - [0.042, 0.023, 0.024], - [0.025, 0.005, 0.004], - [0.199, 0.16, 0.16], - [0.229, 0.224, 0.225], - [0.16, 0.025, 0.025], - [0.114, 0.028, 0.028], - [0.185, 0.172, 0.173], - [0.308, 0.307, 0.305], - [0.208, 0.178, 0.178], - [0.173, 0.171, 0.169], - [0.361, 0.361, 0.359], - [0.22, 0.219, 0.218], - [0.977, 0.789, 0.791], - [0.002, 0.001, 0.001], - [14.795, 2.53, 0.919], - [4.372, 0.918, 0.134], - [21.121, 9.65, 4.31], - [135.234, 156.173, 153.125], - [3.977, 0.009, 0.008], - [0.011, 0.01, 0.01], - [0.009, 0.009, 0.008], - [13.981, 2.151, 0.314], - [11.296, 3.743, 3.7], - [0.112, 0.028, 0.027], - [3.476, 0.094, 0.09], - [2.771, 0.144, 0.141], - [1.365, 1.393, 1.39], - [9.47, 1.14, 1.12], - [1.119, 1.103, 1.134], - [0.174, 0.13, 0.131], - [0.03, 0.01, 0.009], - [0.668, 0.005, 0.005], - [0.032, 0.004, 0.003], - [0.474, 0.024, 0.023], - [0.141, 0.004, 0.004], - [0.031, 0.004, 0.004], - [0.04, 0.004, 0.004] + [0.018, 0.012, 0.008], + [0.202, 0.004, 0.004], + [0.442, 0.026, 0.026], + [0.651, 0.026, 0.025], + [0.752, 0.133, 0.132], + [2.05, 0.219, 0.215], + [0.172, 0.024, 0.024], + [0.153, 0.005, 0.004], + [1.568, 0.161, 0.161], + [2.726, 0.229, 0.228], + [1.08, 0.026, 0.026], + [1.455, 0.028, 0.028], + [2.064, 0.18, 0.172], + [3.871, 0.309, 0.308], + [2.446, 0.181, 0.18], + [0.779, 0.173, 0.174], + [3.784, 0.361, 0.36], + [3.713, 0.217, 0.218], + [7.155, 0.8, 0.79], + [0.652, 0.002, 0.001], + [17.89, 0.274, 0.274], + [20.855, 0.086, 0.086], + [34.644, 0.161, 0.161], + [121.887, 145.743, 149.666], + [4.992, 0.008, 0.008], + [1.972, 0.01, 0.01], + [4.993, 0.008, 0.008], + [18.279, 0.286, 0.285], + [13.128, 3.715, 3.72], + [0.263, 0.029, 0.028], + [4.724, 0.085, 0.083], + [7.396, 0.127, 0.129], + [5.41, 1.253, 1.246], + [18.356, 1.042, 1.036], + [18.354, 1.038, 1.04], + [0.489, 0.127, 0.126], + [0.803, 0.009, 0.009], + [0.781, 0.005, 0.005], + [0.812, 0.003, 0.003], + [2.788, 0.026, 0.024], + [0.156, 0.004, 0.003], + [0.113, 0.004, 0.003], + [0.098, 0.004, 0.004] ] -} \ No newline at end of file +} + diff --git a/umbra/results/c6a.metal.json b/umbra/results/c6a.metal.json index 84ed378e4..744d7f0a8 100644 --- a/umbra/results/c6a.metal.json +++ b/umbra/results/c6a.metal.json @@ -1,56 +1,57 @@ { "system": "Umbra", - "date": "2025-06-30", + "date": "2025-10-26", "machine": "c6a.metal", "cluster_size": 1, "proprietary": "yes", "tuned": "no", - "tags": ["C++", "column-oriented", "PostgreSQL compatible"], - "load_time": 753.013, - "data_size": 38785898243, + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 441, + "data_size": 36125908371, "result": [ -[0.016,0.004,0.003], -[0.009,0.006,0.003], -[0.009,0.013,0.009], -[0.009,0.009,0.011], -[0.058,0.054,0.055], -[0.093,0.080,0.075], -[0.008,0.009,0.009], -[0.011,0.003,0.003], -[0.072,0.073,0.073], -[0.095,0.097,0.095], -[0.015,0.015,0.019], -[0.021,0.020,0.017], -[0.071,0.072,0.070], -[0.135,0.132,0.132], -[0.073,0.071,0.070], -[0.075,0.075,0.075], -[0.132,0.134,0.132], -[0.050,0.051,0.050], -[0.360,0.339,0.339], -[0.002,0.001,0.001], -[0.172,0.062,0.062], -[0.025,0.024,0.025], -[0.136,0.046,0.044], -[0.111,0.070,0.063], -[0.007,0.010,0.009], -[0.006,0.004,0.004], -[0.010,0.010,0.009], -[0.070,0.069,0.067], -[0.768,0.730,0.733], -[0.010,0.009,0.010], -[0.039,0.034,0.034], -[0.060,0.049,0.052], -[0.495,0.477,0.478], -[0.429,0.414,0.397], -[0.399,0.409,0.395], -[0.051,0.053,0.052], -[0.015,0.011,0.011], -[0.010,0.008,0.008], -[0.009,0.008,0.008], -[0.020,0.019,0.019], -[0.012,0.009,0.009], -[0.009,0.008,0.008], -[0.011,0.008,0.008] - ] + [0.101, 0.003, 0.003], + [0.292, 0.003, 0.003], + [0.911, 0.01, 0.011], + [1.395, 0.008, 0.008], + [1.489, 0.059, 0.06], + [2.816, 0.077, 0.074], + [0.373, 0.008, 0.008], + [0.3, 0.004, 0.004], + [2.351, 0.082, 0.096], + [3.448, 0.118, 0.117], + [1.802, 0.02, 0.019], + [2.179, 0.016, 0.02], + [2.745, 0.074, 0.071], + [4.46, 0.124, 0.125], + [3.129, 0.084, 0.068], + [1.55, 0.095, 0.095], + [4.481, 0.178, 0.162], + [4.449, 0.052, 0.052], + [7.621, 0.351, 0.317], + [1.384, 0.003, 0.003], + [18.092, 0.062, 0.061], + [20.572, 0.026, 0.025], + [33.423, 0.045, 0.042], + [119.051, 0.04, 0.039], + [4.957, 0.006, 0.006], + [1.938, 0.005, 0.006], + [4.955, 0.006, 0.005], + [17.765, 0.067, 0.068], + [13.004, 0.74, 0.74], + [0.138, 0.01, 0.01], + [4.621, 0.038, 0.039], + [7.301, 0.071, 0.059], + [4.817, 0.49, 0.488], + [17.642, 0.415, 0.392], + [17.624, 0.476, 0.401], + [0.291, 0.071, 0.068], + [2.045, 0.013, 0.019], + [2.43, 0.011, 0.01], + [2.106, 0.013, 0.011], + [4.939, 0.023, 0.02], + [0.416, 0.01, 0.01], + [0.455, 0.009, 0.009], + [0.454, 0.01, 0.009] +] } + diff --git a/umbra/results/c6a.xlarge.json b/umbra/results/c6a.xlarge.json new file mode 100644 index 000000000..4e4665f76 --- /dev/null +++ b/umbra/results/c6a.xlarge.json @@ -0,0 +1,57 @@ +{ + "system": "Umbra", + "date": "2025-10-26", + "machine": "c6a.xlarge", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 227, + "data_size": 13196503297, + "result": [ + [0.008, 0.001, 0.001], + [0.004, 0.001, 0.001], + [0.003, 0.001, 0.001], + [0.002, 0.001, 0.001], + [0.035, 0.008, 0.007], + [0.019, 0.004, 0.004], + [0.003, 0.001, 0.001], + [0.017, 0.001, 0.001], + [0.064, 0.018, 0.018], + [0.08, 0.018, 0.018], + [0.031, 0.004, 0.004], + [0.027, 0.004, 0.004], + [0.026, 0.004, 0.004], + [0.052, 0.009, 0.008], + [0.03, 0.005, 0.005], + [0.031, 0.008, 0.008], + [0.071, 0.019, 0.019], + [0.07, 0.019, 0.018], + [0.103, 0.019, 0.018], + [0.006, 0.001, 0.001], + [0.01, 0.001, 0.001], + [0.013, 0.002, 0.001], + [0.002, 0.002, 0.002], + [0.002, 0.002, 0.002], + [0.002, 0.001, 0.001], + [0.001, 0.001, 0.001], + [0.003, 0.001, 0.001], + [0.013, 0.001, 0.001], + [0.048, 0.008, 0.008], + [0.005, 0.003, 0.003], + [0.042, 0.006, 0.005], + [0.03, 0.006, 0.005], + [0.094, 0.018, 0.019], + [0.039, 0.008, 0.008], + [0.039, 0.009, 0.008], + [0.027, 0.005, 0.005], + [0.024, 0.002, 0.002], + [0.017, 0.002, 0.002], + [0.003, 0.001, 0.001], + [0.025, 0.003, 0.003], + [0.006, 0.002, 0.002], + [0.004, 0.001, 0.001], + [0.005, 0.001, 0.001] +] +} + diff --git a/umbra/results/c7a.metal-48xl.json b/umbra/results/c7a.metal-48xl.json new file mode 100644 index 000000000..579e8f95f --- /dev/null +++ b/umbra/results/c7a.metal-48xl.json @@ -0,0 +1,57 @@ +{ + "system": "Umbra", + "date": "2025-10-26", + "machine": "c7a.metal-48xl", + "cluster_size": 1, + "proprietary": "yes", + "tuned": "no", + "tags": ["C++","column-oriented","PostgreSQL compatible"], + "load_time": 435, + "data_size": 36098085107, + "result": [ + [0.089, 0.003, 0.003], + [0.144, 0.005, 0.002], + [0.679, 0.007, 0.007], + [1.173, 0.01, 0.009], + [1.223, 0.024, 0.025], + [2.552, 0.045, 0.044], + [0.131, 0.005, 0.007], + [0.152, 0.003, 0.003], + [2.062, 0.033, 0.032], + [3.154, 0.043, 0.043], + [1.581, 0.015, 0.015], + [1.957, 0.016, 0.015], + [2.505, 0.048, 0.05], + [4.177, 0.066, 0.066], + [2.881, 0.046, 0.044], + [1.249, 0.037, 0.037], + [4.173, 0.066, 0.06], + [4.184, 0.04, 0.042], + [7.234, 0.117, 0.117], + [1.15, 0.002, 0.002], + [17.909, 0.04, 0.039], + [20.365, 0.013, 0.013], + [33.445, 0.022, 0.021], + [119.26, 0.02, 0.021], + [4.956, 0.003, 0.003], + [1.937, 0.004, 0.004], + [4.964, 0.004, 0.004], + [17.79, 0.045, 0.045], + [12.903, 0.462, 0.462], + [0.13, 0.009, 0.01], + [4.625, 0.027, 0.027], + [7.284, 0.027, 0.027], + [4.558, 0.174, 0.171], + [17.518, 0.222, 0.208], + [17.514, 0.221, 0.206], + [0.239, 0.028, 0.029], + [2.02, 0.011, 0.011], + [2.406, 0.01, 0.008], + [2.084, 0.007, 0.006], + [4.954, 0.018, 0.017], + [0.397, 0.006, 0.006], + [0.383, 0.006, 0.006], + [0.383, 0.008, 0.008] +] +} + diff --git a/umbra/run.sh b/umbra/run.sh index 46c2ffd46..0c03a4c4d 100755 --- a/umbra/run.sh +++ b/umbra/run.sh @@ -5,10 +5,11 @@ TRIES=3 cat queries.sql | while read -r query; do sync echo 3 | sudo tee /proc/sys/vm/drop_caches + docker restart $(docker ps -a -q) retry_count=0 while [ $retry_count -lt 120 ]; do - if nc -z localhost 5432; then + if PGPASSWORD=postgres psql -p 5432 -h 127.0.0.1 -U postgres -c "SELECT 'Ok';"; then break fi diff --git a/versions/index.html b/versions/index.html index 7e4c2cc5c..89cf0b809 100644 --- a/versions/index.html +++ b/versions/index.html @@ -464,6 +464,7 @@ 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