roryqi commented on code in PR #10203:
URL: https://github.com/apache/gravitino/pull/10203#discussion_r2905170458


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docs/table-maintenance-service/optimizer-quick-start.md:
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+---
+title: "Optimizer Quick Start and Verification"
+slug: /table-maintenance-service/quick-start
+keyword: table maintenance, optimizer, quick start, compaction, update stats
+license: This software is licensed under the Apache License version 2.
+---
+
+## Before running quick start
+
+- Prepare a running Gravitino server.
+- Ensure target metalake exists (examples use `test`).
+- Configure `SPARK_HOME` or `gravitino.jobExecutor.local.sparkHome` for Spark 
templates.
+- If your Iceberg REST backend is in-memory, metadata is reset after restart.
+
+For full config details, see [Optimizer 
Configuration](./optimizer-configuration.md).
+
+## Success criteria
+
+- Update-stats job finishes and statistics include `custom-data-file-mse` and 
`custom-delete-file-number`.
+- `submit-strategy-jobs` prints `SUBMIT` with a rewrite job ID.
+- Rewrite job log shows `Rewritten data files: <N>` where `N > 0` for 
non-empty tables.
+
+## Quick start A: built-in table maintenance workflow
+
+This workflow uses:
+
+- Built-in policy type: `system_iceberg_compaction`
+- Built-in update stats job template: `builtin-iceberg-update-stats`
+- Built-in rewrite data files job template: 
`builtin-iceberg-rewrite-data-files`
+
+### 1. Preflight checks
+
+```bash
+# Check metalake
+curl -sS "http://localhost:8090/api/metalakes/test"; | jq
+
+# Check built-in templates
+curl -sS 
"http://localhost:8090/api/metalakes/test/jobs/templates?details=true"; | jq 
'.jobTemplates[].name'
+```
+
+Expected names include:
+
+- `builtin-iceberg-update-stats`
+- `builtin-iceberg-rewrite-data-files`
+
+If missing, verify `gravitino-jobs` JAR in `auxlib`, then restart Gravitino.
+
+### 2. Prepare demo metadata objects
+
+Create a REST Iceberg catalog, schema, and table:
+
+```bash
+# Create catalog (ignore "already exists" errors)
+curl -X POST -H "Accept: application/vnd.gravitino.v1+json" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "rest_catalog",
+    "type": "RELATIONAL",
+    "comment": "Iceberg REST catalog",
+    "provider": "lakehouse-iceberg",
+    "properties": {
+      "catalog-backend": "rest",

Review Comment:
   Table maintenance can use the standalone Iceberg REST service?



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