Add Results for Timescale Cloud

- Setup instructions provided in README.md
- Results for 4cpu/8cpu/16cpu instances

timescale-cloud/README.md

@@ -0,0 +1,31 @@
+# Timescale Cloud
+
+### Running the Benchmark 
+
+1. Create a [Timescale Cloud Account](https://console.cloud.timescale.com/signup). 
+   - This benchmark can be executed with a trial account.
+1. Create a new "Time series and analytics" service with the desired benchmark compute size.
+1. Install the [psql connection tool](https://docs.timescale.com/use-timescale/latest/integrations/query-admin/psql/) if necessary.
+1. Once the service is ready use the provided connection string to import the dataset:  
+
+   ```bash
+   wget --no-verbose --continue 'https://datasets.clickhouse.com/hits_compatible/hits.tsv.gz'
+   gzip -d hits.tsv.gz
+
+   export $CONNECTION_STRING=...  
+   time ./load.sh 
+   ```
+
+1. Find the datasize:
+   ```bash
+   psql "$CONNECTION_STRING" -c "SELECT hypertable_size('hits');"    
+   ```
+
+1. Run the and benchmark the queries:
+
+   ```bash
+   ./run.sh 2>&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; }'
+   ```

timescale-cloud/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
+);

timescale-cloud/load.sh

@@ -0,0 +1,14 @@
+#!/bin/bash
+
+#import
+psql "$CONNECTION_STRING" < create.sql
+psql "$CONNECTION_STRING" -c "SELECT create_hypertable('hits', 'eventtime', chunk_time_interval => interval '3 day', create_default_indexes => false)" 
+psql "$CONNECTION_STRING" -c "ALTER TABLE hits SET (timescaledb.compress, timescaledb.compress_segmentby = '', timescaledb.compress_orderby = 'counterid, userid', 'eventtime')"
+psql "$CONNECTION_STRING" -c "ALTER DATABASE tsdb set min_parallel_table_scan_size to 0;"
+psql "$CONNECTION_STRING" -c "ALTER DATABASE tsdb set work_mem to '1GB';"
+psql "$CONNECTION_STRING" -c "ALTER DATABASE tsdb SET timescaledb.enable_chunk_skipping to ON;"
+psql "$CONNECTION_STRING" -c "SELECT enable_chunk_skipping('hits', 'counterid');"
+
+psql "$CONNECTION_STRING" -t -c '\timing' -c "\\copy hits FROM 'hits.tsv'" 
+psql "$CONNECTION_STRING" -c "SELECT compress_chunk(i, if_not_compressed => true) FROM show_chunks('hits') i" 
+psql "$CONNECTION_STRING" -t -c '\timing' -c "vacuum freeze analyze hits;" 

timescale-cloud/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;

timescale-cloud/results/16cpu.json

@@ -0,0 +1,58 @@
+{
+  "system": "Timescale Cloud",
+  "machine": "16 vCPU 64GB",
+  "tags": [
+    "C",
+    "PostgreSQL compatible",
+    "column-oriented",
+    "time-series",
+    "managed"
+  ],
+  "load_time": 3582,
+  "data_size": 19304824832,
+  "result": [
+[0.075078, 0.062641, 0.060859],
+[0.356679, 0.217159, 0.218063],
+[0.330869, 0.319226, 0.320091],
+[0.274104, 0.257301, 0.264884],
+[14.8053, 14.7817, 14.6727],
+[22.4741, 22.8597, 21.8114],
+[0.230202, 0.218084, 0.216785],
+[0.242509, 0.237666, 0.238227],
+[25.2311, 25.2713, 25.2604],
+[29.4385, 29.4391, 29.3042],
+[2.56387, 2.50663, 2.48296],
+[3.29134, 3.27938, 3.29352],
+[6.93207, 7.33038, 6.91789],
+[10.47, 10.3729, 10.2536],
+[8.08343, 8.17223, 8.24336],
+[16.4222, 16.6352, 16.3149],
+[29.7131, 29.8508, 29.7349],
+[15.5166, 15.4578, 15.4986],
+[72.0715, 72.0958, 72.2937],
+[0.20411, 0.200251, 0.200248],
+[1.75535, 1.68471, 1.68637],
+[1.69671, 1.69661, 1.70221],
+[2.05127, 1.99516, 2.0107],
+[0.104263, 0.099408, 0.101126],
+[0.057888, 0.056858, 0.05627],
+[0.510376, 0.516145, 0.516876],
+[0.057811, 0.05596, 0.055793],
+[6.03674, 6.04754, 6.02444],
+[43.4727, 43.3198, 41.1564],
+[13.0009, 12.9786, 12.9858],
+[9.18186, 9.22684, 9.17831],
+[20.2325, 20.3254, 19.9995],
+[185.469, 189.014, 188.07],
+[34.3162, 34.0653, 34.0879],
+[35.5032, 35.8524, 35.7265],
+[12.6179, 12.6148, 12.5377],
+[0.354916, 0.342253, 0.34791],
+[0.092101, 0.095784, 0.095194],
+[0.053379, 0.05307, 0.053502],
+[0.776028, 0.702947, 0.729014],
+[0.057851, 0.058563, 0.057731],
+[0.043598, 0.044703, 0.044412],
+[0.056388, 0.055425, 0.057354]
+  ]
+}

timescale-cloud/results/4cpu.json

@@ -0,0 +1,58 @@
+{
+  "system": "Timescale Cloud",
+  "machine": "4 vCPU 16GB",
+  "tags": [
+    "C",
+    "PostgreSQL compatible",
+    "column-oriented",
+    "time-series",
+    "managed"
+  ],
+  "load_time": 4536,
+  "data_size": 19304824832,
+  "result": [
+[0.132563, 0.06754, 0.066227], 
+[12.47, 0.418352, 0.425837], 
+[13.5199, 0.695965, 0.700155], 
+[16.0906, 0.543066, 0.53308], 
+[22.81, 22.5785, 22.6563], 
+[100.193, 44.5759, 44.3303], 
+[8.30518, 0.423394, 0.423294], 
+[0.466769, 0.483534, 0.469381], 
+[121.409, 89.9863, 81.032], 
+[121.644, 89.3886, 90.3642], 
+[24.5323, 9.27267, 9.28532], 
+[26.1658, 13.2515, 13.3088], 
+[32.3703, 10.14, 9.28468], 
+[33.4338, 32.7155, 32.9535], 
+[23.001, 10.5094, 10.4578], 
+[22.3244, 22.3388, 21.6968], 
+[38.4224, 38.0172, 38.1108], 
+[24.9415, 25.1886, 25.1446], 
+[65.9534, 40.2524, 38.3269], 
+[0.199252, 0.202224, 0.199557], 
+[43.2147, 5.55271, 4.90265], 
+[5.62701, 5.25481, 5.24404], 
+[32.8954, 7.01226, 5.87382], 
+[0.185235, 0.103521, 0.102187], 
+[0.136064, 0.057624, 0.056844], 
+[6.97666, 1.34103, 1.34622], 
+[0.058549, 0.058072, 0.058526], 
+[32.4044, 19.7943, 19.0585], 
+[175.214, 140.977, 140.618], 
+[52.3848, 38.8652, 38.6217], 
+[63.2884, 15.4103, 15.6003], 
+[65.86, 79.4447, 55.9994], 
+[244.804, 237.298, 263.979], 
+[114.885, 49.2981, 46.3849], 
+[47.8801, 50.7047, 47.5506], 
+[51.5432, 21.8774, 21.6287], 
+[0.696973, 0.47058, 0.467237], 
+[0.310589, 0.128216, 0.128819], 
+[0.115109, 0.068861, 0.068149], 
+[1.48006, 1.10717, 1.09055], 
+[0.135312, 0.078641, 0.078742], 
+[0.073446, 0.057867, 0.066032], 
+[0.113972, 0.094673, 0.09543]  
+  ]
+}

timescale-cloud/results/8cpu.json

@@ -0,0 +1,58 @@
+{
+  "system": "Timescale Cloud",
+  "machine": "8 vCPU 32GB",
+  "tags": [
+    "C",
+    "PostgreSQL compatible",
+    "column-oriented",
+    "time-series",
+    "managed"
+  ],
+  "load_time": 4100,
+  "data_size": 19304824832,
+  "result": [
+[0.077708, 0.059169, 0.059776],
+[0.610029, 0.300701, 0.2942],
+[0.596807, 0.473727, 0.473655],
+[0.543076, 0.386686, 0.367081],
+[22.8123, 22.3908, 22.4697],
+[44.1105, 43.6139, 43.4017],
+[0.40188, 0.294889, 0.291965],
+[0.330931, 0.324949, 0.324184],
+[81.8691, 80.6517, 81.067],
+[88.4032, 88.1518, 88.0832],
+[10.7307, 9.34208, 9.2576],
+[14.4886, 13.3007, 13.2212],
+[7.5493, 7.55247, 7.71715],
+[32.7137, 32.3522, 32.0355],
+[8.46518, 8.54379, 8.50341],
+[17.4125, 17.7189, 17.4182],
+[31.5671, 31.4438, 31.2331],
+[17.4257, 17.4776, 17.5177],
+[77.2229, 76.5833, 76.9343],
+[0.19568, 0.192536, 0.208533],
+[28.2475, 5.43625, 3.03199],
+[3.02817, 3.02891, 3.00948],
+[25.2653, 3.62269, 3.60629],
+[0.125884, 0.106314, 0.105304],
+[0.110555, 0.058473, 0.055182],
+[1.28762, 0.811976, 0.813051],
+[0.055858, 0.054563, 0.056349],
+[14.2602, 10.0349, 10.0452],
+[97.4627, 90.6144, 90.5417],
+[27.2562, 23.3383, 23.2969],
+[29.3687, 9.91587, 9.79159],
+[21.5964, 20.7483, 21.0502],
+[200.438, 196.866, 192.585],
+[52.2831, 36.8464, 36.2378],
+[38.5351, 37.7414, 38.1977],
+[13.8983, 13.893, 13.8798],
+[0.405851, 0.384899, 0.393844],
+[0.142963, 0.102368, 0.102197],
+[0.065548, 0.061028, 0.060279],
+[0.871367, 0.83288, 0.853763],
+[0.123719, 0.067854, 0.06501],
+[0.052932, 0.051012, 0.049953],
+[0.082306, 0.069516, 0.070417]
+  ]
+}

timescale-cloud/run.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+
+TRIES=3
+
+cat queries.sql | while read query; do
+    echo "$query";
+    for i in $(seq 1 $TRIES); do
+        psql "${CONNECTION_STRING}" -t -c '\timing' -c "$query" | grep 'Time'
+    done;
+done;