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28 changes: 28 additions & 0 deletions pgrust/README.md
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pgrust is a rewrite of PostgreSQL in Rust targeting compatibility with
Postgres 18.3: https://github.com/malisper/pgrust

It runs from the official Docker image (`malisper/pgrust:v0.1`), which is a
drop-in replacement for the official `postgres` image. The Docker entrypoint
applies the settings the upstream README requires (`io_method=sync`,
`max_stack_depth=60000`, enlarged stack limits); no further tuning is done.

The table schema and queries are identical to the `postgresql` entry.

### Data loading workaround

pgrust v0.1 has a COPY input-buffer bug: encoding verification fails whenever
the 64 KiB raw-buffer refill boundary falls inside a multi-byte UTF-8
character, so `COPY hits FROM 'hits.tsv'` rejects the (valid UTF-8) dataset
with `invalid byte sequence for encoding "UTF8"`. The client-side `\copy`
path fails the same way, and `ENCODING 'SQL_ASCII'` does not help, because
the bug is in the buffer bookkeeping rather than in the verifier proper.
Minimal reproducer: COPY of any file larger than 64 KiB consisting of mostly
multi-byte characters (e.g. 3000 repetitions of a Cyrillic line) fails on the
first buffer refill.

Inputs of at most 64 KiB are processed in a single buffer fill and are
unaffected, so `load` splits the TSV into line-aligned <=64 KiB pieces
(`split -C 64k`) and loads each with its own COPY statement in a single
session and transaction. The data is not modified. The per-statement overhead
is about 5 ms, which adds roughly an hour to the load of the full dataset
compared to a hypothetical single COPY.
5 changes: 5 additions & 0 deletions pgrust/benchmark.sh
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#!/bin/bash
# Thin shim — actual flow is in lib/benchmark-common.sh.
export BENCH_DOWNLOAD_SCRIPT="download-hits-tsv"
export BENCH_DURABLE=yes
exec ../lib/benchmark-common.sh
4 changes: 4 additions & 0 deletions pgrust/check
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#!/bin/bash
set -e

PGPASSWORD=test psql -h localhost -U postgres -c 'SELECT 1' >/dev/null
108 changes: 108 additions & 0 deletions pgrust/create.sql
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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
);
5 changes: 5 additions & 0 deletions pgrust/data-size
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#!/bin/bash
set -eu

# PGDATA is bind-mounted from ./db, so du includes indexes and WAL.
sudo du -bcs db/ | grep total | awk '{print $1}'
10 changes: 10 additions & 0 deletions pgrust/install
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#!/bin/bash
set -eu

sudo apt-get update -y
sudo apt-get install -y docker.io postgresql-client gzip

sudo docker pull malisper/pgrust:v0.1

mkdir -p data db
chmod -R 777 data db
40 changes: 40 additions & 0 deletions pgrust/load
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#!/bin/bash
set -eu

# pgrust v0.1 has a COPY input-buffer bug: encoding verification fails
# whenever its 64 KiB raw-buffer refill boundary falls inside a multi-byte
# UTF-8 character, rejecting valid UTF-8 input ("invalid byte sequence for
# encoding UTF8"). Inputs of at most 64 KiB are processed in a single buffer
# fill and are unaffected, so the TSV is split into line-aligned <=64 KiB
# pieces, each loaded with its own COPY statement (single session, single
# transaction). The data itself is not modified.
mkdir -p data/pieces
split -C 64k -a 5 hits.tsv data/pieces/p
rm -f hits.tsv
chmod -R 777 data

# Drop+create the table so this is idempotent.
PGPASSWORD=test psql -h localhost -U postgres -v ON_ERROR_STOP=1 -t -c 'DROP TABLE IF EXISTS hits'
PGPASSWORD=test psql -h localhost -U postgres -v ON_ERROR_STOP=1 -t < create.sql

# TRUNCATE and COPY FREEZE in a single transaction. Postgres requires the
# table to be created or truncated in the current subtransaction for COPY
# FREEZE to be allowed. The pieces are read server-side from the /data mount
# inside the container. ON_ERROR_STOP makes psql exit non-zero on data errors
# so set -e in this script catches them.
{
echo "BEGIN;"
echo "TRUNCATE TABLE hits;"
for f in data/pieces/p*; do
echo "COPY hits FROM '/$f' WITH (FREEZE);"
done
echo "COMMIT;"
} > load_pieces.sql

PGPASSWORD=test psql -h localhost -U postgres -v ON_ERROR_STOP=1 -q -f load_pieces.sql

PGPASSWORD=test psql -h localhost -U postgres -v ON_ERROR_STOP=1 -t -c 'VACUUM ANALYZE hits'

# Only remove inputs once load completes successfully.
rm -rf data/pieces load_pieces.sql
sync
43 changes: 43 additions & 0 deletions pgrust/queries.sql
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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;
26 changes: 26 additions & 0 deletions pgrust/query
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#!/bin/bash
# Reads a SQL query from stdin, runs it via psql against pgrust.
# Stdout: query result.
# Stderr: query runtime in fractional seconds on the last line (parsed from
# psql's `\timing` "Time: <ms> ms" output).
# Exit non-zero on error.
set -e

query=$(cat)

raw=$(PGPASSWORD=test psql -h localhost -U postgres -t -c '\timing' -c "$query" 2>&1) && exit_code=0 || exit_code=$?

if [ "$exit_code" -ne 0 ] || printf '%s\n' "$raw" | grep -qE '^ERROR|psql: error'; then
printf '%s\n' "$raw" >&2
exit 1
fi

printf '%s\n' "$raw" | grep -v '^Time:'

ms=$(printf '%s\n' "$raw" | grep -oP 'Time:\s*\K[0-9.]+' | tail -n1)
if [ -z "$ms" ]; then
echo "no Time: in psql output" >&2
exit 1
fi

awk -v m="$ms" 'BEGIN { printf "%.3f\n", m / 1000 }' >&2
43 changes: 43 additions & 0 deletions pgrust/start
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#!/bin/bash
set -eu

if PGPASSWORD=test psql -h localhost -U postgres -c 'SELECT 1' >/dev/null 2>&1; then
exit 0
fi

# After a VM snapshot+restore, dockerd's in-memory networking/cgroup state
# is out of sync with the (also-restored) kernel-side resources, and the
# next `docker run` either fails or starts a container that can't be
# reached on its mapped port. Restarting dockerd reconciles it. No-op on
# initial provision (the daemon was just started).
sudo systemctl restart docker
for _ in $(seq 1 30); do
sudo docker info >/dev/null 2>&1 && break
sleep 1
done

# `docker run --rm` cleans up container on exit; we run detached. The data
# directory lives on a host mount, so it survives container restarts.
sudo docker stop pgrust >/dev/null 2>&1 || true
sudo docker rm pgrust >/dev/null 2>&1 || true

if ! sudo docker run -d --rm -p 5432:5432 \
-v "$(pwd)/data:/data" \
-v "$(pwd)/db:/var/lib/postgresql/data" \
-e POSTGRES_PASSWORD=test \
--name pgrust malisper/pgrust:v0.1; then
echo "docker run failed; ps -a:" >&2
sudo docker ps -a >&2 || true
exit 1
fi

# First-boot initdb inside the container can take a while before the server
# actually listens. pg_isready exits fast once the daemon is up, so the long
# budget only matters on failure.
for _ in $(seq 1 600); do
pg_isready -h localhost --dbname postgres -U postgres >/dev/null 2>&1 && exit 0
sleep 1
done
echo "pgrust did not become ready in 600 s; container logs:" >&2
sudo docker logs pgrust 2>&1 | tail -40 >&2 || true
exit 1
3 changes: 3 additions & 0 deletions pgrust/stop
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#!/bin/bash

sudo docker stop pgrust >/dev/null 2>&1 || true
11 changes: 11 additions & 0 deletions pgrust/template.json
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{
"system": "pgrust",
"proprietary": "no",
"hardware": "cpu",
"tuned": "no",
"tags": [
"Rust",
"row-oriented",
"PostgreSQL compatible"
]
}
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