2026-05-10 23:12:26 +02:00
|
|
|
# Postgres Historic SQL Example
|
|
|
|
|
|
|
|
|
|
This example is a manual smoke for Postgres historic-SQL ingest through
|
|
|
|
|
`pg_stat_statements`. It starts Postgres 14 with the extension preloaded,
|
2026-05-10 23:51:24 +02:00
|
|
|
generates query workload under separate users, runs `ktx setup` with
|
2026-05-10 23:12:26 +02:00
|
|
|
`--enable-historic-sql`, and verifies three local ingest runs:
|
|
|
|
|
|
|
|
|
|
- first run creates a fresh PGSS baseline
|
|
|
|
|
- second run emits only positive deltas
|
|
|
|
|
- reset run treats `pg_stat_statements_reset()` as a fresh baseline
|
|
|
|
|
|
|
|
|
|
## Prerequisites
|
|
|
|
|
|
|
|
|
|
- Docker with Compose v2
|
2026-05-10 23:51:24 +02:00
|
|
|
- Node and pnpm matching the KTX workspace
|
2026-05-11 15:50:34 +02:00
|
|
|
- `uv` on `PATH` so the KTX-managed Python runtime can install the bundled
|
|
|
|
|
runtime wheel
|
2026-05-10 23:12:26 +02:00
|
|
|
|
|
|
|
|
## Run
|
|
|
|
|
|
2026-05-10 23:51:24 +02:00
|
|
|
From the KTX repository root:
|
2026-05-10 23:12:26 +02:00
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
examples/postgres-historic/scripts/smoke.sh
|
|
|
|
|
```
|
|
|
|
|
|
2026-05-11 15:50:34 +02:00
|
|
|
The smoke creates a temporary KTX project, isolates the managed Python runtime
|
|
|
|
|
under the temporary project parent, starts Postgres on `127.0.0.1:55432`, and
|
|
|
|
|
uses this connection URL:
|
2026-05-10 23:12:26 +02:00
|
|
|
|
|
|
|
|
```bash
|
2026-05-10 23:51:24 +02:00
|
|
|
postgresql://ktx_reader:ktx_reader@127.0.0.1:55432/analytics # pragma: allowlist secret
|
2026-05-10 23:12:26 +02:00
|
|
|
```
|
|
|
|
|
|
2026-05-10 23:51:24 +02:00
|
|
|
Set `KTX_POSTGRES_HISTORIC_KEEP_DOCKER=1` to leave the container running after
|
2026-05-10 23:12:26 +02:00
|
|
|
the script exits.
|
|
|
|
|
|
|
|
|
|
The smoke validates the historic-SQL raw snapshot path without requiring LLM
|
2026-05-10 23:51:24 +02:00
|
|
|
credentials. It uses KTX's local stage-only ingest API after `ktx setup` so the
|
2026-05-10 23:12:26 +02:00
|
|
|
PGSS baseline and delta behavior can be checked independently from curation.
|
|
|
|
|
|
|
|
|
|
## Manual Commands
|
|
|
|
|
|
|
|
|
|
Start Postgres and generate the base workload:
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
docker compose -f examples/postgres-historic/docker-compose.yml up -d --wait
|
|
|
|
|
examples/postgres-historic/scripts/generate-workload.sh base
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
Create a project and enable historic SQL:
|
|
|
|
|
|
|
|
|
|
```bash
|
2026-05-10 23:51:24 +02:00
|
|
|
export WAREHOUSE_DATABASE_URL=postgresql://ktx_reader:ktx_reader@127.0.0.1:55432/analytics # pragma: allowlist secret
|
|
|
|
|
pnpm --filter @ktx/cli run build
|
|
|
|
|
node packages/cli/dist/bin.js --project-dir /tmp/ktx-postgres-historic setup \
|
2026-05-10 23:12:26 +02:00
|
|
|
--new \
|
|
|
|
|
--skip-agents \
|
|
|
|
|
--skip-llm \
|
|
|
|
|
--skip-embeddings \
|
|
|
|
|
--skip-sources \
|
|
|
|
|
--database postgres \
|
|
|
|
|
--new-database-connection-id warehouse \
|
|
|
|
|
--database-url env:WAREHOUSE_DATABASE_URL \
|
|
|
|
|
--database-schema public \
|
|
|
|
|
--enable-historic-sql \
|
|
|
|
|
--historic-sql-min-calls 2 \
|
|
|
|
|
--yes \
|
|
|
|
|
--no-input
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
### Readiness check
|
|
|
|
|
|
|
|
|
|
```bash
|
2026-05-10 23:51:24 +02:00
|
|
|
pnpm run ktx -- dev doctor --project-dir /tmp/ktx-postgres-historic --no-input
|
2026-05-10 23:12:26 +02:00
|
|
|
```
|
|
|
|
|
|
2026-05-10 23:51:24 +02:00
|
|
|
The installed CLI form is `ktx dev doctor --project-dir
|
|
|
|
|
/tmp/ktx-postgres-historic --no-input`. Expected output includes `PASS Postgres
|
2026-05-10 23:12:26 +02:00
|
|
|
Historic SQL (warehouse)` when `pg_stat_statements` is installed,
|
|
|
|
|
`pg_read_all_stats` is granted, tracking is enabled, and
|
|
|
|
|
`pg_stat_statements.max` is at least 5000.
|
|
|
|
|
|
|
|
|
|
Run local historic-SQL ingest:
|
|
|
|
|
|
|
|
|
|
```bash
|
2026-05-11 15:50:34 +02:00
|
|
|
pnpm run ktx -- dev ingest run --project-dir /tmp/ktx-postgres-historic \
|
2026-05-10 23:12:26 +02:00
|
|
|
--connection-id warehouse \
|
|
|
|
|
--adapter historic-sql \
|
|
|
|
|
--plain \
|
2026-05-11 15:50:34 +02:00
|
|
|
--yes \
|
2026-05-10 23:12:26 +02:00
|
|
|
--no-input
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
The full `dev ingest run` path also runs curation work units, so it requires a
|
|
|
|
|
configured LLM provider.
|
|
|
|
|
|
|
|
|
|
Inspect the latest manifest:
|
|
|
|
|
|
|
|
|
|
```bash
|
2026-05-10 23:51:24 +02:00
|
|
|
find /tmp/ktx-postgres-historic/raw-sources/warehouse/historic-sql -name manifest.json | sort | tail -n 1
|
2026-05-10 23:12:26 +02:00
|
|
|
```
|
|
|
|
|
|
|
|
|
|
The manifest should have `dialect: "postgres"`, `degraded: true`,
|
|
|
|
|
`baselineFirstRun: true` on the first run, and populated `pgServerVersion` and
|
|
|
|
|
`statsResetAt`.
|
|
|
|
|
|
|
|
|
|
## Troubleshooting
|
|
|
|
|
|
|
|
|
|
- Missing extension: confirm `shared_preload_libraries=pg_stat_statements` and
|
|
|
|
|
`CREATE EXTENSION pg_stat_statements;` both happened in the `analytics`
|
|
|
|
|
database.
|
2026-05-10 23:51:24 +02:00
|
|
|
- Missing grants: confirm `GRANT pg_read_all_stats TO ktx_reader;`.
|
2026-05-10 23:12:26 +02:00
|
|
|
- Empty templates: rerun `scripts/generate-workload.sh base` and keep
|
|
|
|
|
`--historic-sql-min-calls 2` for the smoke.
|
2026-05-11 15:50:34 +02:00
|
|
|
- SQL-analysis failures: run `pnpm run ktx -- runtime doctor` from the KTX
|
|
|
|
|
repository root and confirm `uv`, the bundled Python wheel, and the managed
|
|
|
|
|
runtime all pass.
|