lasdf1234 commented on code in PR #11700:
URL: https://github.com/apache/gravitino/pull/11700#discussion_r4005451885


##########
design-docs/iceberg-remove-orphan-files-maintenance-job.md:
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+   http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
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+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
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+-->
+
+# Design: Built-in Iceberg Remove Orphan Files Maintenance Job
+
+| Field   | Value                                                        |
+| ------- | ------------------------------------------------------------ |
+| Status  | Draft                                                        |
+| Authors | @laserninja                                                  |
+| Created | 2026-06-16                                                   |
+| Issue   | [#11195](https://github.com/apache/gravitino/issues/11195)   |
+| Module  | `api`, `maintenance/jobs`, `maintenance/optimizer`            |
+
+---
+
+## 1. Background
+
+Orphan files accumulate in Iceberg table storage locations from failed writes,
+incomplete transactions, schema evolution, or concurrent operations. These 
files
+are no longer referenced by any table snapshot but remain on disk, wasting
+significant storage — especially in high-write-volume environments.
+
+The existing built-in maintenance jobs (`builtin-iceberg-rewrite-data-files` 
for
+data compaction, `builtin-iceberg-update-stats` for metrics, and
+`builtin-iceberg-expire-snapshots` for metadata cleanup) address data file
+optimization and snapshot lifecycle but do not cover orphan file removal.
+
+PR [#10500](https://github.com/apache/gravitino/pull/10500) added Trino-side
+delegation for `remove_orphan_files` as a procedure, but there is no
+server-side built-in job that can be triggered automatically via the Table
+Maintenance Service (Optimizer) policies.
+
+This design proposes adding full end-to-end support for Iceberg orphan file
+removal: from policy definition through strategy evaluation to Spark job
+execution.
+
+---
+
+## 2. Goals
+
+1. Add a new built-in policy type `system_iceberg_orphan_file_removal` for
+   declarative orphan file cleanup configuration.
+2. Add a strategy handler that evaluates when orphan file removal should run
+   based on time since last cleanup or table statistics.
+3. Add a job adapter that converts strategy evaluation results into job
+   configurations.
+4. Add the Spark job that executes Iceberg's `remove_orphan_files` procedure.
+5. Ensure the full flow works end-to-end: policy → strategy → job
+   submission → Spark execution.
+
+---
+
+## 3. Non-Goals
+
+- Snapshot expiration (separate Iceberg procedure, separate issue 
[#11194](https://github.com/apache/gravitino/issues/11194)).
+- Automatic policy creation — users must explicitly create and attach
+  policies.
+- Changes to the Optimizer scheduling framework itself.
+- Custom file-level filtering beyond what Iceberg's procedure supports.
+
+---
+
+## 4. Existing Architecture Overview
+
+The Gravitino maintenance module follows a layered architecture for automated
+table maintenance. The existing Iceberg compaction flow establishes the
+pattern:
+
+```
+Policy Creation (REST API)
+    ↓
+GravitinoStrategyProvider (loads policies as strategies)
+    ↓
+CompactionStrategyHandler (evaluates trigger / score expressions)
+    ↓
+CompactionJobContext → GravitinoCompactionJobAdapter (converts to job config)
+    ↓
+GravitinoJobSubmitter (submits job via REST)
+    ↓
+IcebergRewriteDataFilesJob (Spark execution)
+```
+
+### 4.1 Layer Summary
+
+| Layer | Compaction Components | Purpose |
+| --- | --- | --- |
+| **Policy** | `Policy.BuiltInType.ICEBERG_COMPACTION`, 
`IcebergDataCompactionContent` | Define configuration, thresholds, expressions |
+| **Strategy** | `CompactionStrategyHandler` extends 
`BaseExpressionStrategyHandler` | Evaluate trigger conditions, score partitions 
|
+| **Adapter** | `GravitinoCompactionJobAdapter`, `CompactionJobContext` | 
Convert evaluation result to job configuration |
+| **Job** | `IcebergRewriteDataFilesJob`, registered in 
`BuiltInJobTemplateProvider` | Execute Spark procedure |
+
+---
+
+## 5. Proposed Design
+
+We add the same four layers for orphan file removal, following the compaction
+pattern.
+
+### 5.1 Architecture Diagram
+
+```
+┌──────────────────────────────────────────────────────────────┐
+│  REST API: POST /metalakes/{m}/policies                      │
+│  type: "system_iceberg_orphan_file_removal"                  │
+│  content: IcebergOrphanFileRemovalContent                    │
+│  { olderThanDays, location, dryRun }                         │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoStrategyProvider                                   │
+│  Loads policy → GravitinoStrategy                            │
+│  strategyType: "iceberg-orphan-file-removal"                 │
+│  jobTemplateName: "builtin-iceberg-remove-orphan-files"      │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalStrategyHandler                            │
+│  extends BaseExpressionStrategyHandler                       │
+│  dataRequirements: {TABLE_METADATA, TABLE_STATISTICS}        │
+│  Evaluates: custom-last-orphan-cleanup-time (statistic_meta) │
+│  Returns: StrategyEvaluation with score + context            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalJobContext → JobAdapter                     │
+│  Extracts: older_than, location, dry_run                     │
+│  Builds: job config map for template substitution            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoJobSubmitter                                       │
+│  Template: "builtin-iceberg-remove-orphan-files"             │
+│  Submits via REST: POST /metalakes/{m}/jobs                  │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  IcebergRemoveOrphanFilesJob (Spark)                         │
+│  CALL catalog.system.remove_orphan_files(                    │
+│      table => '…', older_than => TIMESTAMP '…',              │
+│      location => '…', dry_run => bool)                       │
+└──────────────────────────────────────────────────────────────┘
+```
+
+---
+
+### 5.2 Layer 1 — Policy Definition (`api/`)
+
+#### 5.2.1 New Policy Type
+
+Add `ICEBERG_ORPHAN_FILE_REMOVAL` to `Policy.BuiltInType`:
+
+```java
+// api/src/main/java/org/apache/gravitino/policy/Policy.java
+enum BuiltInType {
+    ICEBERG_COMPACTION("system_iceberg_compaction",
+        IcebergDataCompactionContent.class),
+    ICEBERG_ORPHAN_FILE_REMOVAL("system_iceberg_orphan_file_removal",
+        IcebergOrphanFileRemovalContent.class),  // NEW
+    CUSTOM("custom", CustomContent.class);
+}
+```
+
+#### 5.2.2 New Policy Content Class
+
+Create `IcebergOrphanFileRemovalContent` following the
+`IcebergDataCompactionContent` pattern:
+
+```java
+// NEW: api/src/main/java/org/apache/gravitino/policy/
+//      IcebergOrphanFileRemovalContent.java
+public class IcebergOrphanFileRemovalContent implements PolicyContent {
+
+    // Strategy metadata
+    public static final String STRATEGY_TYPE_VALUE =
+        "iceberg-orphan-file-removal";
+    public static final String JOB_TEMPLATE_NAME_VALUE =
+        "builtin-iceberg-remove-orphan-files";
+
+    // Configurable fields
+    private final long olderThanDays;     // default: 3
+    private final String location;        // default: null (table location)
+    private final boolean dryRun;         // default: false
+
+    // Trigger / score expressions.
+    // The interval threshold comes from the uniform minimum-interval
+    // mechanism shared by all system built-in policies, not this content.
+    public static final String TRIGGER_EXPR =
+        "custom-days-since-last-orphan-cleanup >= minIntervalDays";
+    public static final String SCORE_EXPR =
+        "custom-days-since-last-orphan-cleanup";
+
+    // Defaults
+    public static final long DEFAULT_OLDER_THAN_DAYS = 3;
+    public static final boolean DEFAULT_DRY_RUN = false;
+}
+```
+
+#### 5.2.3 Policy Content Fields
+
+| Field | Type | Default | Description |
+| --- | --- | --- | --- |
+| `olderThanDays` | `long` | 3 | Only remove orphan files older than this many 
days. See [5.2.4](#524-why-olderthandays-defaults-to-3) for the rationale. |
+| `location` | `String` | null | Custom location to scan. When specified, 
**only** this location is scanned instead of the table's default location. Must 
be validated against the table's own location — see [Section 
6.1](#61-location-validation). If null, the table's registered storage location 
is used. |
+| `dryRun` | `boolean` | false | Preview-only mode — list orphan files without 
deleting |
+
+> **Note:** The minimum interval between runs is intentionally **not** a field
+> of this policy. A uniform minimum-interval mechanism will be defined across
+> all four system built-in policies and is out of scope for this design.
+
+#### 5.2.4 Why `olderThanDays` Defaults to 3
+
+The 3-day default mirrors Iceberg's own default for
+`remove_orphan_files` and exists to protect **in-flight writes**.
+
+Orphan file detection compares files on storage against files referenced by
+table metadata. A file written by a transaction that has not yet committed
+looks identical to an orphan file. If such a file is deleted, the in-flight
+commit fails or, worse, produces a table that references a missing file.
+A 3-day window is long enough to cover:
+
+- Long-running Spark / Flink write jobs that stage files before committing
+- Retried or paused jobs that resume hours or days later
+- Clock skew between the storage system and the job runtime
+
+**To remove all orphan files regardless of age**, set `olderThanDays` to `0`.
+The adapter then passes the current timestamp as `older_than`, so every
+unreferenced file is eligible for deletion.
+
+**This is unsafe while any writer is active** and should only be used when
+all writes to the table are known to be stopped — for example, during a
+maintenance window or when reclaiming storage from a decommissioned table.
+Run with `dryRun: true` first to review the file list.
+
+#### 5.2.5 Example Policy Creation
+
+```json
+POST /metalakes/default/policies
+{
+    "name": "remove_orphans_weekly",
+    "type": "system_iceberg_orphan_file_removal",
+    "comment": "Remove orphan files older than 3 days",
+    "enabled": true,
+    "content": {
+        "olderThanDays": 3,
+        "dryRun": false
+    }
+}
+```
+
+---
+
+### 5.3 Layer 2 — Strategy Handler (`maintenance/optimizer/`)
+
+#### 5.3.1 Strategy Handler
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalStrategyHandler.java
+public class OrphanFileRemovalStrategyHandler
+        extends BaseExpressionStrategyHandler {
+
+    public static final String NAME = "iceberg-orphan-file-removal";
+
+    @Override
+    public String strategyType() {
+        return NAME;
+    }
+
+    @Override
+    public Set<DataRequirement> dataRequirements() {
+        return ImmutableSet.of(
+                DataRequirement.TABLE_METADATA,
+                DataRequirement.TABLE_STATISTICS);
+        // TABLE_STATISTICS supplies custom-last-orphan-cleanup-time,
+        // read from statistic_meta the same way compaction reads its metrics
+    }
+
+    @Override
+    protected JobExecutionContext buildJobExecutionContext(
+            NameIdentifier nameIdentifier,
+            Strategy strategy,
+            Table table,
+            List<PartitionPath> partitions,
+            Map<String, String> jobOptions) {
+        return new OrphanFileRemovalJobContext(
+                nameIdentifier, jobOptions, strategy.jobTemplateName());
+    }
+}
+```
+
+**Key design decision:** Orphan file removal operates at the **table level**,
+not partition level. Unlike compaction, which scores and selects individual
+partitions, `remove_orphan_files` scans the entire table's storage location.
+Therefore:
+
+- `dataRequirements()` excludes `PARTITION_STATISTICS`.
+- No partition scoring / selection logic is needed.
+
+**Trigger modes:** Gravitino supports two trigger mechanisms, and this
+design does not limit users to one:
+
+1. **Event trigger** — The strategy handler evaluates table metadata
+   (e.g., snapshot count changes, write events) and triggers cleanup when
+   conditions are met.
+2. **Time trigger** — The Optimizer's scheduling framework can invoke the
+   strategy handler periodically, and the handler decides whether cleanup
+   is needed based on the last cleanup time.
+
+Both modes use the same strategy handler; the difference is in how
+often the handler is invoked.
+
+#### 5.3.2 Tracking the Last Cleanup Time
+
+The handler needs to know when orphan file removal last ran for a table.
+This is stored as a **table statistic** in `statistic_meta`, matching how
+compaction persists its metrics:
+
+| Statistic Name | Type | Description |
+| --- | --- | --- |
+| `custom-last-orphan-cleanup-time` | `Long` | Epoch millis of the last 
successful orphan file removal |
+| `custom-days-since-last-orphan-cleanup` | `Long` | Derived value used by the 
trigger expression |
+
+The statistic is written back after a successful (non-dry-run) job
+completion, following the same statistics update path that
+`IcebergUpdateStatsAndMetricsJob` uses. Tables with no recorded cleanup
+time are treated as never cleaned and are eligible on the first evaluation.
+
+#### 5.3.3 Job Execution Context
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalJobContext.java
+public class OrphanFileRemovalJobContext implements JobExecutionContext {
+    private final NameIdentifier nameIdentifier;
+    private final Map<String, String> jobOptions;
+    private final String jobTemplateName;
+
+    // jobOptions keys:
+    // older_than, location, dry_run,
+    // catalog_name, table_identifier
+}
+```
+
+#### 5.3.4 Handler Registration
+
+The strategy handler type `"iceberg-orphan-file-removal"` must be registered so
+that the `Recommender` can instantiate it when it encounters a policy with that
+strategy type. This follows the existing pattern where handler classes are
+looked up by strategy type name.
+
+---
+
+### 5.4 Layer 3 — Job Adapter (`maintenance/optimizer/`)
+
+#### 5.4.1 Job Adapter
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/job/
+//      GravitinoOrphanFileRemovalJobAdapter.java
+public class GravitinoOrphanFileRemovalJobAdapter
+        implements GravitinoJobAdapter {
+
+    @Override
+    public Map<String, String> jobConfig(JobExecutionContext context) {
+        OrphanFileRemovalJobContext ctx =
+                (OrphanFileRemovalJobContext) context;
+        Map<String, String> config = new HashMap<>();
+        config.put("catalog_name",
+                ctx.nameIdentifier().namespace()[0]);
+        config.put("table_identifier",
+                ctx.nameIdentifier().namespace()[1]
+                + "." + ctx.nameIdentifier().name());
+
+        // Convert olderThanDays → absolute timestamp
+        // olderThanDays == 0 means "now", i.e. remove all orphan files
+        Map<String, String> opts = ctx.jobOptions();
+        long days = Long.parseLong(
+                opts.getOrDefault("olderThanDays", "3"));
+        String ts = Instant.now()
+                .minus(Duration.ofDays(days))
+                .toString()
+                .replace("T", " ")
+                .substring(0, 19);  // "yyyy-MM-dd HH:mm:ss"
+        config.put("older_than", ts);
+
+        // Validated against the table's own location before submission
+        if (opts.containsKey("location")) {
+            String location = opts.get("location");
+            validateLocation(ctx.nameIdentifier(), location);
+            config.put("location", location);
+        }
+
+        config.put("dry_run",
+                opts.getOrDefault("dryRun", "false"));
+        return config;
+    }
+}
+```
+
+#### 5.4.2 Register Adapter
+
+```java
+// UPDATE: GravitinoJobSubmitter.java
+private static final Map<String, Class<? extends GravitinoJobAdapter>>
+        jobAdapters = ImmutableMap.of(
+    "builtin-iceberg-rewrite-data-files",
+        GravitinoCompactionJobAdapter.class,
+    "builtin-iceberg-remove-orphan-files",
+        GravitinoOrphanFileRemovalJobAdapter.class  // NEW
+);
+```
+
+---
+
+### 5.5 Layer 4 — Spark Job (`maintenance/jobs/`)
+
+#### 5.5.1 Job Class
+
+Create `IcebergRemoveOrphanFilesJob` following the same pattern as
+`IcebergRewriteDataFilesJob` and `IcebergExpireSnapshotsJob`:
+
+- **Template name:** `builtin-iceberg-remove-orphan-files`
+- **Version:** `v1`
+- **Parameters:** `--catalog`, `--table`, `--older-than`, `--location`,
+  `--dry-run`, `--spark-conf`
+
+#### 5.5.2 Procedure Call
+
+```sql
+CALL catalog.system.remove_orphan_files(
+    table => 'db.table_name',
+    older_than => TIMESTAMP '2026-06-13 00:00:00',
+    location => 's3://bucket/path/',
+    dry_run => true
+)
+```
+
+**Parameters (from Iceberg `remove_orphan_files` procedure):**
+
+| Parameter   | Type        | Required | Description                           
                        |
+| ----------- | ----------- | -------- | 
------------------------------------------------------------- |
+| `table`     | `string`    | Yes      | Fully qualified table name            
                        |
+| `older_than`| `timestamp` | No       | Only remove files older than this 
timestamp (default: 3 days) |
+| `location`  | `string`    | No       | Custom directory to scan for orphans 
(replaces table location when set; must be within the table's own location) |
+| `dry_run`   | `boolean`   | No       | If true, list orphan files without 
deleting them              |
+
+#### 5.5.3 Output
+
+The procedure returns a result set with one column:
+
+| Column              | Type     | Description                        |
+| ------------------- | -------- | ---------------------------------- |
+| `orphan_file_location` | `string` | Path of each orphan file found/removed |
+
+The job will log the count of orphan files removed (or found in dry-run mode).
+
+#### 5.5.4 Security
+
+- SQL injection prevention via `escapeSqlString()` / `escapeSqlIdentifier()`
+  (same utilities as `IcebergExpireSnapshotsJob`)
+- Input validation for `dry_run` (must be `true` or `false`)
+- `location` validated against the table's own storage location — see
+  [Section 6.1](#61-location-validation)
+
+#### 5.5.5 Job Registration
+
+```java
+// UPDATE: BuiltInJobTemplateProvider.java
+private static final List<BuiltInJob> BUILT_IN_JOBS =
+    ImmutableList.of(
+        new SparkPiJob(),
+        new IcebergRewriteDataFilesJob(),
+        new IcebergUpdateStatsAndMetricsJob(),
+        new IcebergRemoveOrphanFilesJob());  // NEW
+```
+
+---
+
+## 6. Safety Considerations
+
+Orphan file removal is inherently more dangerous than snapshot expiration or
+compaction because it **permanently deletes files**. Several safety mechanisms
+are built into the design:
+
+| Safety Mechanism | Description |
+| --- | --- |
+| **`older_than` default** | 3-day default ensures files from in-flight writes 
are not deleted |
+| **`dry_run` mode** | Allows previewing which files would be deleted before 
actual removal |
+| **Location validation** | Rejects any `location` outside the table's own 
storage location — see [6.1](#61-location-validation) |
+| **Policy-gated** | Must be explicitly enabled by an administrator via policy 
creation |
+| **Iceberg built-in safety** | The procedure itself only identifies files not 
referenced by any snapshot |
+
+### 6.1 Location Validation
+
+The `location` parameter is the single most dangerous input in this job.
+Iceberg's `remove_orphan_files` deletes **every file under the given
+location that the target table does not reference**. If a caller passes the
+location of a *different* table, that table's data files are all unreferenced
+from the target table's point of view, and the procedure deletes them —
+silently destroying another table's data.
+
+The job must therefore validate `location` **before building the SQL**, not
+rely on Iceberg to reject it:
+
+```java
+static void validateLocation(NameIdentifier tableIdent, String location) {
+    String tableLocation = normalize(loadTableLocation(tableIdent));
+    String requested = normalize(location);
+
+    Preconditions.checkArgument(
+        requested.equals(tableLocation)
+            || requested.startsWith(tableLocation + "/"),
+        "location '%s' must be within the table's location '%s'",
+        location, tableLocation);
+}
+```
+
+Validation rules:
+
+1. Resolve the target table's own storage location from table metadata.
+2. Normalize both paths — canonicalize the scheme and authority, collapse
+   duplicate slashes, resolve `.` / `..` segments, and strip trailing slashes.
+3. Reject the request unless the normalized `location` is the table location
+   itself or a descendant of it.
+4. Reject symlinks or paths that resolve outside the table location after
+   normalization.
+
+Normalization must happen before the prefix check; comparing raw strings
+would let `s3://bucket/db/table/../other_table` pass a naive
+`startsWith` test.
+
+Validation happens in the job adapter (before submission) and again in the
+Spark job (before building the procedure call), so an ad-hoc job submission
+that bypasses the policy layer is still checked.
+
+### 6.2 Setting `older_than` Safely
+
+The `older_than` threshold should be set conservatively. Files from in-flight
+writes or concurrent operations may not yet be referenced by a committed
+snapshot. A minimum of 3 days is recommended.
+
+Setting `olderThanDays` to `0` removes all orphan files regardless of age.
+This is only safe when no writer is active against the table — see
+[Section 5.2.4](#524-why-olderthandays-defaults-to-3).
+
+---
+
+## 7. File Changes Summary
+
+### 7.1 New Files
+
+| File                                                                         
    | Layer    | Description                                |
+| 
--------------------------------------------------------------------------------
 | -------- | ------------------------------------------ |
+| `api/…/policy/IcebergOrphanFileRemovalContent.java`                          
    | Policy   | Policy content with removal configuration  |
+| 
`maintenance/optimizer/…/handler/orphan/OrphanFileRemovalStrategyHandler.java`  
  | Strategy | Trigger / score evaluation                 |
+| `maintenance/optimizer/…/handler/orphan/OrphanFileRemovalJobContext.java`    
     | Strategy | Job execution context                      |
+| `maintenance/optimizer/…/job/GravitinoOrphanFileRemovalJobAdapter.java`      
     | Adapter  | Context → job config conversion            |
+| `maintenance/jobs/…/iceberg/IcebergRemoveOrphanFilesJob.java`                
    | Job      | Spark job                                  |
+
+### 7.2 Modified Files
+
+| File                                                    | Change             
                                           |
+| ------------------------------------------------------- | 
------------------------------------------------------------- |
+| `api/…/policy/Policy.java`                              | Add 
`ICEBERG_ORPHAN_FILE_REMOVAL` to `BuiltInType` enum       |
+| `maintenance/optimizer/…/job/GravitinoJobSubmitter.java` | Register 
remove-orphan-files adapter in `jobAdapters` map      |
+| `maintenance/jobs/…/BuiltInJobTemplateProvider.java`     | Register 
`IcebergRemoveOrphanFilesJob`                         |
+| Handler registry                                        | Register 
`OrphanFileRemovalStrategyHandler`                    |
+

Review Comment:
   Could u align table?



##########
design-docs/iceberg-remove-orphan-files-maintenance-job.md:
##########
@@ -0,0 +1,644 @@
+<!--
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-->
+
+# Design: Built-in Iceberg Remove Orphan Files Maintenance Job
+
+| Field   | Value                                                        |
+| ------- | ------------------------------------------------------------ |
+| Status  | Draft                                                        |
+| Authors | @laserninja                                                  |
+| Created | 2026-06-16                                                   |
+| Issue   | [#11195](https://github.com/apache/gravitino/issues/11195)   |
+| Module  | `api`, `maintenance/jobs`, `maintenance/optimizer`            |
+
+---
+
+## 1. Background
+
+Orphan files accumulate in Iceberg table storage locations from failed writes,
+incomplete transactions, schema evolution, or concurrent operations. These 
files
+are no longer referenced by any table snapshot but remain on disk, wasting
+significant storage — especially in high-write-volume environments.
+
+The existing built-in maintenance jobs (`builtin-iceberg-rewrite-data-files` 
for
+data compaction, `builtin-iceberg-update-stats` for metrics, and
+`builtin-iceberg-expire-snapshots` for metadata cleanup) address data file
+optimization and snapshot lifecycle but do not cover orphan file removal.
+
+PR [#10500](https://github.com/apache/gravitino/pull/10500) added Trino-side
+delegation for `remove_orphan_files` as a procedure, but there is no
+server-side built-in job that can be triggered automatically via the Table
+Maintenance Service (Optimizer) policies.
+
+This design proposes adding full end-to-end support for Iceberg orphan file
+removal: from policy definition through strategy evaluation to Spark job
+execution.
+
+---
+
+## 2. Goals
+
+1. Add a new built-in policy type `system_iceberg_orphan_file_removal` for
+   declarative orphan file cleanup configuration.
+2. Add a strategy handler that evaluates when orphan file removal should run
+   based on time since last cleanup or table statistics.
+3. Add a job adapter that converts strategy evaluation results into job
+   configurations.
+4. Add the Spark job that executes Iceberg's `remove_orphan_files` procedure.
+5. Ensure the full flow works end-to-end: policy → strategy → job
+   submission → Spark execution.
+
+---
+
+## 3. Non-Goals
+
+- Snapshot expiration (separate Iceberg procedure, separate issue 
[#11194](https://github.com/apache/gravitino/issues/11194)).
+- Automatic policy creation — users must explicitly create and attach
+  policies.
+- Changes to the Optimizer scheduling framework itself.
+- Custom file-level filtering beyond what Iceberg's procedure supports.
+
+---
+
+## 4. Existing Architecture Overview
+
+The Gravitino maintenance module follows a layered architecture for automated
+table maintenance. The existing Iceberg compaction flow establishes the
+pattern:
+
+```
+Policy Creation (REST API)
+    ↓
+GravitinoStrategyProvider (loads policies as strategies)
+    ↓
+CompactionStrategyHandler (evaluates trigger / score expressions)
+    ↓
+CompactionJobContext → GravitinoCompactionJobAdapter (converts to job config)
+    ↓
+GravitinoJobSubmitter (submits job via REST)
+    ↓
+IcebergRewriteDataFilesJob (Spark execution)
+```
+
+### 4.1 Layer Summary
+
+| Layer | Compaction Components | Purpose |
+| --- | --- | --- |
+| **Policy** | `Policy.BuiltInType.ICEBERG_COMPACTION`, 
`IcebergDataCompactionContent` | Define configuration, thresholds, expressions |
+| **Strategy** | `CompactionStrategyHandler` extends 
`BaseExpressionStrategyHandler` | Evaluate trigger conditions, score partitions 
|
+| **Adapter** | `GravitinoCompactionJobAdapter`, `CompactionJobContext` | 
Convert evaluation result to job configuration |
+| **Job** | `IcebergRewriteDataFilesJob`, registered in 
`BuiltInJobTemplateProvider` | Execute Spark procedure |
+
+---
+
+## 5. Proposed Design
+
+We add the same four layers for orphan file removal, following the compaction
+pattern.
+
+### 5.1 Architecture Diagram
+
+```
+┌──────────────────────────────────────────────────────────────┐
+│  REST API: POST /metalakes/{m}/policies                      │
+│  type: "system_iceberg_orphan_file_removal"                  │
+│  content: IcebergOrphanFileRemovalContent                    │
+│  { olderThanDays, location, dryRun }                         │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoStrategyProvider                                   │
+│  Loads policy → GravitinoStrategy                            │
+│  strategyType: "iceberg-orphan-file-removal"                 │
+│  jobTemplateName: "builtin-iceberg-remove-orphan-files"      │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalStrategyHandler                            │
+│  extends BaseExpressionStrategyHandler                       │
+│  dataRequirements: {TABLE_METADATA, TABLE_STATISTICS}        │
+│  Evaluates: custom-last-orphan-cleanup-time (statistic_meta) │
+│  Returns: StrategyEvaluation with score + context            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalJobContext → JobAdapter                     │
+│  Extracts: older_than, location, dry_run                     │
+│  Builds: job config map for template substitution            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoJobSubmitter                                       │
+│  Template: "builtin-iceberg-remove-orphan-files"             │
+│  Submits via REST: POST /metalakes/{m}/jobs                  │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  IcebergRemoveOrphanFilesJob (Spark)                         │
+│  CALL catalog.system.remove_orphan_files(                    │
+│      table => '…', older_than => TIMESTAMP '…',              │
+│      location => '…', dry_run => bool)                       │
+└──────────────────────────────────────────────────────────────┘
+```
+
+---
+
+### 5.2 Layer 1 — Policy Definition (`api/`)
+
+#### 5.2.1 New Policy Type
+
+Add `ICEBERG_ORPHAN_FILE_REMOVAL` to `Policy.BuiltInType`:
+
+```java
+// api/src/main/java/org/apache/gravitino/policy/Policy.java
+enum BuiltInType {
+    ICEBERG_COMPACTION("system_iceberg_compaction",
+        IcebergDataCompactionContent.class),
+    ICEBERG_ORPHAN_FILE_REMOVAL("system_iceberg_orphan_file_removal",
+        IcebergOrphanFileRemovalContent.class),  // NEW
+    CUSTOM("custom", CustomContent.class);
+}
+```
+
+#### 5.2.2 New Policy Content Class
+
+Create `IcebergOrphanFileRemovalContent` following the
+`IcebergDataCompactionContent` pattern:
+
+```java
+// NEW: api/src/main/java/org/apache/gravitino/policy/
+//      IcebergOrphanFileRemovalContent.java
+public class IcebergOrphanFileRemovalContent implements PolicyContent {
+
+    // Strategy metadata
+    public static final String STRATEGY_TYPE_VALUE =
+        "iceberg-orphan-file-removal";
+    public static final String JOB_TEMPLATE_NAME_VALUE =
+        "builtin-iceberg-remove-orphan-files";
+
+    // Configurable fields
+    private final long olderThanDays;     // default: 3
+    private final String location;        // default: null (table location)
+    private final boolean dryRun;         // default: false
+
+    // Trigger / score expressions.
+    // The interval threshold comes from the uniform minimum-interval
+    // mechanism shared by all system built-in policies, not this content.
+    public static final String TRIGGER_EXPR =
+        "custom-days-since-last-orphan-cleanup >= minIntervalDays";
+    public static final String SCORE_EXPR =
+        "custom-days-since-last-orphan-cleanup";
+
+    // Defaults
+    public static final long DEFAULT_OLDER_THAN_DAYS = 3;
+    public static final boolean DEFAULT_DRY_RUN = false;
+}
+```
+
+#### 5.2.3 Policy Content Fields
+
+| Field | Type | Default | Description |
+| --- | --- | --- | --- |
+| `olderThanDays` | `long` | 3 | Only remove orphan files older than this many 
days. See [5.2.4](#524-why-olderthandays-defaults-to-3) for the rationale. |
+| `location` | `String` | null | Custom location to scan. When specified, 
**only** this location is scanned instead of the table's default location. Must 
be validated against the table's own location — see [Section 
6.1](#61-location-validation). If null, the table's registered storage location 
is used. |
+| `dryRun` | `boolean` | false | Preview-only mode — list orphan files without 
deleting |
+
+> **Note:** The minimum interval between runs is intentionally **not** a field
+> of this policy. A uniform minimum-interval mechanism will be defined across
+> all four system built-in policies and is out of scope for this design.
+
+#### 5.2.4 Why `olderThanDays` Defaults to 3
+
+The 3-day default mirrors Iceberg's own default for
+`remove_orphan_files` and exists to protect **in-flight writes**.
+
+Orphan file detection compares files on storage against files referenced by
+table metadata. A file written by a transaction that has not yet committed
+looks identical to an orphan file. If such a file is deleted, the in-flight
+commit fails or, worse, produces a table that references a missing file.
+A 3-day window is long enough to cover:
+
+- Long-running Spark / Flink write jobs that stage files before committing
+- Retried or paused jobs that resume hours or days later
+- Clock skew between the storage system and the job runtime
+
+**To remove all orphan files regardless of age**, set `olderThanDays` to `0`.
+The adapter then passes the current timestamp as `older_than`, so every
+unreferenced file is eligible for deletion.
+
+**This is unsafe while any writer is active** and should only be used when
+all writes to the table are known to be stopped — for example, during a
+maintenance window or when reclaiming storage from a decommissioned table.
+Run with `dryRun: true` first to review the file list.
+
+#### 5.2.5 Example Policy Creation
+
+```json
+POST /metalakes/default/policies
+{
+    "name": "remove_orphans_weekly",
+    "type": "system_iceberg_orphan_file_removal",
+    "comment": "Remove orphan files older than 3 days",
+    "enabled": true,
+    "content": {
+        "olderThanDays": 3,
+        "dryRun": false
+    }
+}
+```
+
+---
+
+### 5.3 Layer 2 — Strategy Handler (`maintenance/optimizer/`)
+
+#### 5.3.1 Strategy Handler
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalStrategyHandler.java
+public class OrphanFileRemovalStrategyHandler
+        extends BaseExpressionStrategyHandler {
+
+    public static final String NAME = "iceberg-orphan-file-removal";
+
+    @Override
+    public String strategyType() {
+        return NAME;
+    }
+
+    @Override
+    public Set<DataRequirement> dataRequirements() {
+        return ImmutableSet.of(
+                DataRequirement.TABLE_METADATA,
+                DataRequirement.TABLE_STATISTICS);
+        // TABLE_STATISTICS supplies custom-last-orphan-cleanup-time,
+        // read from statistic_meta the same way compaction reads its metrics
+    }
+
+    @Override
+    protected JobExecutionContext buildJobExecutionContext(
+            NameIdentifier nameIdentifier,
+            Strategy strategy,
+            Table table,
+            List<PartitionPath> partitions,
+            Map<String, String> jobOptions) {
+        return new OrphanFileRemovalJobContext(
+                nameIdentifier, jobOptions, strategy.jobTemplateName());
+    }
+}
+```
+
+**Key design decision:** Orphan file removal operates at the **table level**,
+not partition level. Unlike compaction, which scores and selects individual
+partitions, `remove_orphan_files` scans the entire table's storage location.
+Therefore:
+
+- `dataRequirements()` excludes `PARTITION_STATISTICS`.
+- No partition scoring / selection logic is needed.
+
+**Trigger modes:** Gravitino supports two trigger mechanisms, and this
+design does not limit users to one:
+
+1. **Event trigger** — The strategy handler evaluates table metadata
+   (e.g., snapshot count changes, write events) and triggers cleanup when
+   conditions are met.
+2. **Time trigger** — The Optimizer's scheduling framework can invoke the
+   strategy handler periodically, and the handler decides whether cleanup
+   is needed based on the last cleanup time.
+
+Both modes use the same strategy handler; the difference is in how
+often the handler is invoked.
+
+#### 5.3.2 Tracking the Last Cleanup Time
+
+The handler needs to know when orphan file removal last ran for a table.
+This is stored as a **table statistic** in `statistic_meta`, matching how
+compaction persists its metrics:
+
+| Statistic Name | Type | Description |
+| --- | --- | --- |
+| `custom-last-orphan-cleanup-time` | `Long` | Epoch millis of the last 
successful orphan file removal |
+| `custom-days-since-last-orphan-cleanup` | `Long` | Derived value used by the 
trigger expression |
+
+The statistic is written back after a successful (non-dry-run) job
+completion, following the same statistics update path that
+`IcebergUpdateStatsAndMetricsJob` uses. Tables with no recorded cleanup
+time are treated as never cleaned and are eligible on the first evaluation.
+
+#### 5.3.3 Job Execution Context
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalJobContext.java
+public class OrphanFileRemovalJobContext implements JobExecutionContext {
+    private final NameIdentifier nameIdentifier;
+    private final Map<String, String> jobOptions;
+    private final String jobTemplateName;
+
+    // jobOptions keys:
+    // older_than, location, dry_run,
+    // catalog_name, table_identifier
+}
+```
+
+#### 5.3.4 Handler Registration
+
+The strategy handler type `"iceberg-orphan-file-removal"` must be registered so
+that the `Recommender` can instantiate it when it encounters a policy with that
+strategy type. This follows the existing pattern where handler classes are
+looked up by strategy type name.
+
+---
+
+### 5.4 Layer 3 — Job Adapter (`maintenance/optimizer/`)
+
+#### 5.4.1 Job Adapter
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/job/
+//      GravitinoOrphanFileRemovalJobAdapter.java
+public class GravitinoOrphanFileRemovalJobAdapter
+        implements GravitinoJobAdapter {
+
+    @Override
+    public Map<String, String> jobConfig(JobExecutionContext context) {
+        OrphanFileRemovalJobContext ctx =
+                (OrphanFileRemovalJobContext) context;
+        Map<String, String> config = new HashMap<>();
+        config.put("catalog_name",
+                ctx.nameIdentifier().namespace()[0]);
+        config.put("table_identifier",
+                ctx.nameIdentifier().namespace()[1]
+                + "." + ctx.nameIdentifier().name());
+
+        // Convert olderThanDays → absolute timestamp
+        // olderThanDays == 0 means "now", i.e. remove all orphan files
+        Map<String, String> opts = ctx.jobOptions();
+        long days = Long.parseLong(
+                opts.getOrDefault("olderThanDays", "3"));
+        String ts = Instant.now()
+                .minus(Duration.ofDays(days))
+                .toString()
+                .replace("T", " ")
+                .substring(0, 19);  // "yyyy-MM-dd HH:mm:ss"
+        config.put("older_than", ts);
+
+        // Validated against the table's own location before submission
+        if (opts.containsKey("location")) {
+            String location = opts.get("location");
+            validateLocation(ctx.nameIdentifier(), location);
+            config.put("location", location);
+        }
+
+        config.put("dry_run",
+                opts.getOrDefault("dryRun", "false"));
+        return config;
+    }
+}
+```
+
+#### 5.4.2 Register Adapter
+
+```java
+// UPDATE: GravitinoJobSubmitter.java
+private static final Map<String, Class<? extends GravitinoJobAdapter>>
+        jobAdapters = ImmutableMap.of(
+    "builtin-iceberg-rewrite-data-files",
+        GravitinoCompactionJobAdapter.class,
+    "builtin-iceberg-remove-orphan-files",
+        GravitinoOrphanFileRemovalJobAdapter.class  // NEW
+);
+```
+
+---
+
+### 5.5 Layer 4 — Spark Job (`maintenance/jobs/`)
+
+#### 5.5.1 Job Class
+
+Create `IcebergRemoveOrphanFilesJob` following the same pattern as
+`IcebergRewriteDataFilesJob` and `IcebergExpireSnapshotsJob`:
+
+- **Template name:** `builtin-iceberg-remove-orphan-files`
+- **Version:** `v1`
+- **Parameters:** `--catalog`, `--table`, `--older-than`, `--location`,
+  `--dry-run`, `--spark-conf`
+
+#### 5.5.2 Procedure Call
+
+```sql
+CALL catalog.system.remove_orphan_files(
+    table => 'db.table_name',
+    older_than => TIMESTAMP '2026-06-13 00:00:00',
+    location => 's3://bucket/path/',
+    dry_run => true
+)
+```
+
+**Parameters (from Iceberg `remove_orphan_files` procedure):**
+
+| Parameter   | Type        | Required | Description                           
                        |
+| ----------- | ----------- | -------- | 
------------------------------------------------------------- |
+| `table`     | `string`    | Yes      | Fully qualified table name            
                        |
+| `older_than`| `timestamp` | No       | Only remove files older than this 
timestamp (default: 3 days) |
+| `location`  | `string`    | No       | Custom directory to scan for orphans 
(replaces table location when set; must be within the table's own location) |
+| `dry_run`   | `boolean`   | No       | If true, list orphan files without 
deleting them              |
+
+#### 5.5.3 Output
+
+The procedure returns a result set with one column:
+
+| Column              | Type     | Description                        |
+| ------------------- | -------- | ---------------------------------- |
+| `orphan_file_location` | `string` | Path of each orphan file found/removed |
+
+The job will log the count of orphan files removed (or found in dry-run mode).
+
+#### 5.5.4 Security
+
+- SQL injection prevention via `escapeSqlString()` / `escapeSqlIdentifier()`
+  (same utilities as `IcebergExpireSnapshotsJob`)
+- Input validation for `dry_run` (must be `true` or `false`)
+- `location` validated against the table's own storage location — see
+  [Section 6.1](#61-location-validation)
+
+#### 5.5.5 Job Registration
+
+```java
+// UPDATE: BuiltInJobTemplateProvider.java
+private static final List<BuiltInJob> BUILT_IN_JOBS =
+    ImmutableList.of(
+        new SparkPiJob(),
+        new IcebergRewriteDataFilesJob(),
+        new IcebergUpdateStatsAndMetricsJob(),
+        new IcebergRemoveOrphanFilesJob());  // NEW
+```
+
+---
+
+## 6. Safety Considerations
+
+Orphan file removal is inherently more dangerous than snapshot expiration or
+compaction because it **permanently deletes files**. Several safety mechanisms
+are built into the design:
+
+| Safety Mechanism | Description |
+| --- | --- |
+| **`older_than` default** | 3-day default ensures files from in-flight writes 
are not deleted |
+| **`dry_run` mode** | Allows previewing which files would be deleted before 
actual removal |
+| **Location validation** | Rejects any `location` outside the table's own 
storage location — see [6.1](#61-location-validation) |
+| **Policy-gated** | Must be explicitly enabled by an administrator via policy 
creation |
+| **Iceberg built-in safety** | The procedure itself only identifies files not 
referenced by any snapshot |
+
+### 6.1 Location Validation
+
+The `location` parameter is the single most dangerous input in this job.
+Iceberg's `remove_orphan_files` deletes **every file under the given
+location that the target table does not reference**. If a caller passes the
+location of a *different* table, that table's data files are all unreferenced
+from the target table's point of view, and the procedure deletes them —
+silently destroying another table's data.
+
+The job must therefore validate `location` **before building the SQL**, not
+rely on Iceberg to reject it:
+
+```java
+static void validateLocation(NameIdentifier tableIdent, String location) {
+    String tableLocation = normalize(loadTableLocation(tableIdent));
+    String requested = normalize(location);
+
+    Preconditions.checkArgument(
+        requested.equals(tableLocation)
+            || requested.startsWith(tableLocation + "/"),
+        "location '%s' must be within the table's location '%s'",
+        location, tableLocation);
+}
+```
+
+Validation rules:
+
+1. Resolve the target table's own storage location from table metadata.
+2. Normalize both paths — canonicalize the scheme and authority, collapse
+   duplicate slashes, resolve `.` / `..` segments, and strip trailing slashes.
+3. Reject the request unless the normalized `location` is the table location
+   itself or a descendant of it.
+4. Reject symlinks or paths that resolve outside the table location after
+   normalization.
+
+Normalization must happen before the prefix check; comparing raw strings
+would let `s3://bucket/db/table/../other_table` pass a naive
+`startsWith` test.
+
+Validation happens in the job adapter (before submission) and again in the
+Spark job (before building the procedure call), so an ad-hoc job submission
+that bypasses the policy layer is still checked.
+
+### 6.2 Setting `older_than` Safely
+
+The `older_than` threshold should be set conservatively. Files from in-flight
+writes or concurrent operations may not yet be referenced by a committed
+snapshot. A minimum of 3 days is recommended.
+
+Setting `olderThanDays` to `0` removes all orphan files regardless of age.
+This is only safe when no writer is active against the table — see
+[Section 5.2.4](#524-why-olderthandays-defaults-to-3).
+
+---
+
+## 7. File Changes Summary
+
+### 7.1 New Files
+
+| File                                                                         
    | Layer    | Description                                |
+| 
--------------------------------------------------------------------------------
 | -------- | ------------------------------------------ |
+| `api/…/policy/IcebergOrphanFileRemovalContent.java`                          
    | Policy   | Policy content with removal configuration  |
+| 
`maintenance/optimizer/…/handler/orphan/OrphanFileRemovalStrategyHandler.java`  
  | Strategy | Trigger / score evaluation                 |
+| `maintenance/optimizer/…/handler/orphan/OrphanFileRemovalJobContext.java`    
     | Strategy | Job execution context                      |
+| `maintenance/optimizer/…/job/GravitinoOrphanFileRemovalJobAdapter.java`      
     | Adapter  | Context → job config conversion            |
+| `maintenance/jobs/…/iceberg/IcebergRemoveOrphanFilesJob.java`                
    | Job      | Spark job                                  |
+
+### 7.2 Modified Files
+
+| File                                                    | Change             
                                           |
+| ------------------------------------------------------- | 
------------------------------------------------------------- |
+| `api/…/policy/Policy.java`                              | Add 
`ICEBERG_ORPHAN_FILE_REMOVAL` to `BuiltInType` enum       |
+| `maintenance/optimizer/…/job/GravitinoJobSubmitter.java` | Register 
remove-orphan-files adapter in `jobAdapters` map      |
+| `maintenance/jobs/…/BuiltInJobTemplateProvider.java`     | Register 
`IcebergRemoveOrphanFilesJob`                         |
+| Handler registry                                        | Register 
`OrphanFileRemovalStrategyHandler`                    |
+
+### 7.3 Test Files
+
+| File                                                    | Description        
                   |
+| ------------------------------------------------------- | 
------------------------------------- |
+| `TestIcebergOrphanFileRemovalContent.java`               | Policy content 
unit tests             |
+| `TestOrphanFileRemovalStrategyHandler.java`              | Strategy handler 
unit tests           |
+| `TestGravitinoOrphanFileRemovalJobAdapter.java`          | Job adapter unit 
tests                |
+| `TestIcebergRemoveOrphanFilesJob.java`                   | Spark job unit 
tests                  |
+

Review Comment:
   Could u align table?



##########
design-docs/iceberg-remove-orphan-files-maintenance-job.md:
##########
@@ -0,0 +1,644 @@
+<!--
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+   http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+-->
+
+# Design: Built-in Iceberg Remove Orphan Files Maintenance Job
+
+| Field   | Value                                                        |
+| ------- | ------------------------------------------------------------ |
+| Status  | Draft                                                        |
+| Authors | @laserninja                                                  |
+| Created | 2026-06-16                                                   |
+| Issue   | [#11195](https://github.com/apache/gravitino/issues/11195)   |
+| Module  | `api`, `maintenance/jobs`, `maintenance/optimizer`            |
+
+---
+
+## 1. Background
+
+Orphan files accumulate in Iceberg table storage locations from failed writes,
+incomplete transactions, schema evolution, or concurrent operations. These 
files
+are no longer referenced by any table snapshot but remain on disk, wasting
+significant storage — especially in high-write-volume environments.
+
+The existing built-in maintenance jobs (`builtin-iceberg-rewrite-data-files` 
for
+data compaction, `builtin-iceberg-update-stats` for metrics, and
+`builtin-iceberg-expire-snapshots` for metadata cleanup) address data file
+optimization and snapshot lifecycle but do not cover orphan file removal.
+
+PR [#10500](https://github.com/apache/gravitino/pull/10500) added Trino-side
+delegation for `remove_orphan_files` as a procedure, but there is no
+server-side built-in job that can be triggered automatically via the Table
+Maintenance Service (Optimizer) policies.
+
+This design proposes adding full end-to-end support for Iceberg orphan file
+removal: from policy definition through strategy evaluation to Spark job
+execution.
+
+---
+
+## 2. Goals
+
+1. Add a new built-in policy type `system_iceberg_orphan_file_removal` for
+   declarative orphan file cleanup configuration.
+2. Add a strategy handler that evaluates when orphan file removal should run
+   based on time since last cleanup or table statistics.
+3. Add a job adapter that converts strategy evaluation results into job
+   configurations.
+4. Add the Spark job that executes Iceberg's `remove_orphan_files` procedure.
+5. Ensure the full flow works end-to-end: policy → strategy → job
+   submission → Spark execution.
+
+---
+
+## 3. Non-Goals
+
+- Snapshot expiration (separate Iceberg procedure, separate issue 
[#11194](https://github.com/apache/gravitino/issues/11194)).
+- Automatic policy creation — users must explicitly create and attach
+  policies.
+- Changes to the Optimizer scheduling framework itself.
+- Custom file-level filtering beyond what Iceberg's procedure supports.
+
+---
+
+## 4. Existing Architecture Overview
+
+The Gravitino maintenance module follows a layered architecture for automated
+table maintenance. The existing Iceberg compaction flow establishes the
+pattern:
+
+```
+Policy Creation (REST API)
+    ↓
+GravitinoStrategyProvider (loads policies as strategies)
+    ↓
+CompactionStrategyHandler (evaluates trigger / score expressions)
+    ↓
+CompactionJobContext → GravitinoCompactionJobAdapter (converts to job config)
+    ↓
+GravitinoJobSubmitter (submits job via REST)
+    ↓
+IcebergRewriteDataFilesJob (Spark execution)
+```
+
+### 4.1 Layer Summary
+
+| Layer | Compaction Components | Purpose |
+| --- | --- | --- |
+| **Policy** | `Policy.BuiltInType.ICEBERG_COMPACTION`, 
`IcebergDataCompactionContent` | Define configuration, thresholds, expressions |
+| **Strategy** | `CompactionStrategyHandler` extends 
`BaseExpressionStrategyHandler` | Evaluate trigger conditions, score partitions 
|
+| **Adapter** | `GravitinoCompactionJobAdapter`, `CompactionJobContext` | 
Convert evaluation result to job configuration |
+| **Job** | `IcebergRewriteDataFilesJob`, registered in 
`BuiltInJobTemplateProvider` | Execute Spark procedure |
+
+---
+
+## 5. Proposed Design
+
+We add the same four layers for orphan file removal, following the compaction
+pattern.
+
+### 5.1 Architecture Diagram
+
+```
+┌──────────────────────────────────────────────────────────────┐
+│  REST API: POST /metalakes/{m}/policies                      │
+│  type: "system_iceberg_orphan_file_removal"                  │
+│  content: IcebergOrphanFileRemovalContent                    │
+│  { olderThanDays, location, dryRun }                         │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoStrategyProvider                                   │
+│  Loads policy → GravitinoStrategy                            │
+│  strategyType: "iceberg-orphan-file-removal"                 │
+│  jobTemplateName: "builtin-iceberg-remove-orphan-files"      │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalStrategyHandler                            │
+│  extends BaseExpressionStrategyHandler                       │
+│  dataRequirements: {TABLE_METADATA, TABLE_STATISTICS}        │
+│  Evaluates: custom-last-orphan-cleanup-time (statistic_meta) │
+│  Returns: StrategyEvaluation with score + context            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  OrphanFileRemovalJobContext → JobAdapter                     │
+│  Extracts: older_than, location, dry_run                     │
+│  Builds: job config map for template substitution            │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  GravitinoJobSubmitter                                       │
+│  Template: "builtin-iceberg-remove-orphan-files"             │
+│  Submits via REST: POST /metalakes/{m}/jobs                  │
+└──────────────────────────┬───────────────────────────────────┘
+                           ↓
+┌──────────────────────────────────────────────────────────────┐
+│  IcebergRemoveOrphanFilesJob (Spark)                         │
+│  CALL catalog.system.remove_orphan_files(                    │
+│      table => '…', older_than => TIMESTAMP '…',              │
+│      location => '…', dry_run => bool)                       │
+└──────────────────────────────────────────────────────────────┘
+```
+
+---
+
+### 5.2 Layer 1 — Policy Definition (`api/`)
+
+#### 5.2.1 New Policy Type
+
+Add `ICEBERG_ORPHAN_FILE_REMOVAL` to `Policy.BuiltInType`:
+
+```java
+// api/src/main/java/org/apache/gravitino/policy/Policy.java
+enum BuiltInType {
+    ICEBERG_COMPACTION("system_iceberg_compaction",
+        IcebergDataCompactionContent.class),
+    ICEBERG_ORPHAN_FILE_REMOVAL("system_iceberg_orphan_file_removal",
+        IcebergOrphanFileRemovalContent.class),  // NEW
+    CUSTOM("custom", CustomContent.class);
+}
+```
+
+#### 5.2.2 New Policy Content Class
+
+Create `IcebergOrphanFileRemovalContent` following the
+`IcebergDataCompactionContent` pattern:
+
+```java
+// NEW: api/src/main/java/org/apache/gravitino/policy/
+//      IcebergOrphanFileRemovalContent.java
+public class IcebergOrphanFileRemovalContent implements PolicyContent {
+
+    // Strategy metadata
+    public static final String STRATEGY_TYPE_VALUE =
+        "iceberg-orphan-file-removal";
+    public static final String JOB_TEMPLATE_NAME_VALUE =
+        "builtin-iceberg-remove-orphan-files";
+
+    // Configurable fields
+    private final long olderThanDays;     // default: 3
+    private final String location;        // default: null (table location)
+    private final boolean dryRun;         // default: false
+
+    // Trigger / score expressions.
+    // The interval threshold comes from the uniform minimum-interval
+    // mechanism shared by all system built-in policies, not this content.
+    public static final String TRIGGER_EXPR =
+        "custom-days-since-last-orphan-cleanup >= minIntervalDays";
+    public static final String SCORE_EXPR =
+        "custom-days-since-last-orphan-cleanup";
+
+    // Defaults
+    public static final long DEFAULT_OLDER_THAN_DAYS = 3;
+    public static final boolean DEFAULT_DRY_RUN = false;
+}
+```
+
+#### 5.2.3 Policy Content Fields
+
+| Field | Type | Default | Description |
+| --- | --- | --- | --- |
+| `olderThanDays` | `long` | 3 | Only remove orphan files older than this many 
days. See [5.2.4](#524-why-olderthandays-defaults-to-3) for the rationale. |
+| `location` | `String` | null | Custom location to scan. When specified, 
**only** this location is scanned instead of the table's default location. Must 
be validated against the table's own location — see [Section 
6.1](#61-location-validation). If null, the table's registered storage location 
is used. |
+| `dryRun` | `boolean` | false | Preview-only mode — list orphan files without 
deleting |
+
+> **Note:** The minimum interval between runs is intentionally **not** a field
+> of this policy. A uniform minimum-interval mechanism will be defined across
+> all four system built-in policies and is out of scope for this design.
+
+#### 5.2.4 Why `olderThanDays` Defaults to 3
+
+The 3-day default mirrors Iceberg's own default for
+`remove_orphan_files` and exists to protect **in-flight writes**.
+
+Orphan file detection compares files on storage against files referenced by
+table metadata. A file written by a transaction that has not yet committed
+looks identical to an orphan file. If such a file is deleted, the in-flight
+commit fails or, worse, produces a table that references a missing file.
+A 3-day window is long enough to cover:
+
+- Long-running Spark / Flink write jobs that stage files before committing
+- Retried or paused jobs that resume hours or days later
+- Clock skew between the storage system and the job runtime
+
+**To remove all orphan files regardless of age**, set `olderThanDays` to `0`.
+The adapter then passes the current timestamp as `older_than`, so every
+unreferenced file is eligible for deletion.
+
+**This is unsafe while any writer is active** and should only be used when
+all writes to the table are known to be stopped — for example, during a
+maintenance window or when reclaiming storage from a decommissioned table.
+Run with `dryRun: true` first to review the file list.
+
+#### 5.2.5 Example Policy Creation
+
+```json
+POST /metalakes/default/policies
+{
+    "name": "remove_orphans_weekly",
+    "type": "system_iceberg_orphan_file_removal",
+    "comment": "Remove orphan files older than 3 days",
+    "enabled": true,
+    "content": {
+        "olderThanDays": 3,
+        "dryRun": false
+    }
+}
+```
+
+---
+
+### 5.3 Layer 2 — Strategy Handler (`maintenance/optimizer/`)
+
+#### 5.3.1 Strategy Handler
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalStrategyHandler.java
+public class OrphanFileRemovalStrategyHandler
+        extends BaseExpressionStrategyHandler {
+
+    public static final String NAME = "iceberg-orphan-file-removal";
+
+    @Override
+    public String strategyType() {
+        return NAME;
+    }
+
+    @Override
+    public Set<DataRequirement> dataRequirements() {
+        return ImmutableSet.of(
+                DataRequirement.TABLE_METADATA,
+                DataRequirement.TABLE_STATISTICS);
+        // TABLE_STATISTICS supplies custom-last-orphan-cleanup-time,
+        // read from statistic_meta the same way compaction reads its metrics
+    }
+
+    @Override
+    protected JobExecutionContext buildJobExecutionContext(
+            NameIdentifier nameIdentifier,
+            Strategy strategy,
+            Table table,
+            List<PartitionPath> partitions,
+            Map<String, String> jobOptions) {
+        return new OrphanFileRemovalJobContext(
+                nameIdentifier, jobOptions, strategy.jobTemplateName());
+    }
+}
+```
+
+**Key design decision:** Orphan file removal operates at the **table level**,
+not partition level. Unlike compaction, which scores and selects individual
+partitions, `remove_orphan_files` scans the entire table's storage location.
+Therefore:
+
+- `dataRequirements()` excludes `PARTITION_STATISTICS`.
+- No partition scoring / selection logic is needed.
+
+**Trigger modes:** Gravitino supports two trigger mechanisms, and this
+design does not limit users to one:
+
+1. **Event trigger** — The strategy handler evaluates table metadata
+   (e.g., snapshot count changes, write events) and triggers cleanup when
+   conditions are met.
+2. **Time trigger** — The Optimizer's scheduling framework can invoke the
+   strategy handler periodically, and the handler decides whether cleanup
+   is needed based on the last cleanup time.
+
+Both modes use the same strategy handler; the difference is in how
+often the handler is invoked.
+
+#### 5.3.2 Tracking the Last Cleanup Time
+
+The handler needs to know when orphan file removal last ran for a table.
+This is stored as a **table statistic** in `statistic_meta`, matching how
+compaction persists its metrics:
+
+| Statistic Name | Type | Description |
+| --- | --- | --- |
+| `custom-last-orphan-cleanup-time` | `Long` | Epoch millis of the last 
successful orphan file removal |
+| `custom-days-since-last-orphan-cleanup` | `Long` | Derived value used by the 
trigger expression |
+
+The statistic is written back after a successful (non-dry-run) job
+completion, following the same statistics update path that
+`IcebergUpdateStatsAndMetricsJob` uses. Tables with no recorded cleanup
+time are treated as never cleaned and are eligible on the first evaluation.
+
+#### 5.3.3 Job Execution Context
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/handler/orphan/
+//      OrphanFileRemovalJobContext.java
+public class OrphanFileRemovalJobContext implements JobExecutionContext {
+    private final NameIdentifier nameIdentifier;
+    private final Map<String, String> jobOptions;
+    private final String jobTemplateName;
+
+    // jobOptions keys:
+    // older_than, location, dry_run,
+    // catalog_name, table_identifier
+}
+```
+
+#### 5.3.4 Handler Registration
+
+The strategy handler type `"iceberg-orphan-file-removal"` must be registered so
+that the `Recommender` can instantiate it when it encounters a policy with that
+strategy type. This follows the existing pattern where handler classes are
+looked up by strategy type name.
+
+---
+
+### 5.4 Layer 3 — Job Adapter (`maintenance/optimizer/`)
+
+#### 5.4.1 Job Adapter
+
+```java
+// NEW: maintenance/optimizer/src/main/java/…/job/
+//      GravitinoOrphanFileRemovalJobAdapter.java
+public class GravitinoOrphanFileRemovalJobAdapter
+        implements GravitinoJobAdapter {
+
+    @Override
+    public Map<String, String> jobConfig(JobExecutionContext context) {
+        OrphanFileRemovalJobContext ctx =
+                (OrphanFileRemovalJobContext) context;
+        Map<String, String> config = new HashMap<>();
+        config.put("catalog_name",
+                ctx.nameIdentifier().namespace()[0]);
+        config.put("table_identifier",
+                ctx.nameIdentifier().namespace()[1]
+                + "." + ctx.nameIdentifier().name());
+
+        // Convert olderThanDays → absolute timestamp
+        // olderThanDays == 0 means "now", i.e. remove all orphan files
+        Map<String, String> opts = ctx.jobOptions();
+        long days = Long.parseLong(
+                opts.getOrDefault("olderThanDays", "3"));
+        String ts = Instant.now()
+                .minus(Duration.ofDays(days))
+                .toString()
+                .replace("T", " ")
+                .substring(0, 19);  // "yyyy-MM-dd HH:mm:ss"
+        config.put("older_than", ts);
+
+        // Validated against the table's own location before submission
+        if (opts.containsKey("location")) {
+            String location = opts.get("location");
+            validateLocation(ctx.nameIdentifier(), location);
+            config.put("location", location);
+        }
+
+        config.put("dry_run",
+                opts.getOrDefault("dryRun", "false"));
+        return config;
+    }
+}
+```
+
+#### 5.4.2 Register Adapter
+
+```java
+// UPDATE: GravitinoJobSubmitter.java
+private static final Map<String, Class<? extends GravitinoJobAdapter>>
+        jobAdapters = ImmutableMap.of(
+    "builtin-iceberg-rewrite-data-files",
+        GravitinoCompactionJobAdapter.class,
+    "builtin-iceberg-remove-orphan-files",
+        GravitinoOrphanFileRemovalJobAdapter.class  // NEW
+);
+```
+
+---
+
+### 5.5 Layer 4 — Spark Job (`maintenance/jobs/`)
+
+#### 5.5.1 Job Class
+
+Create `IcebergRemoveOrphanFilesJob` following the same pattern as
+`IcebergRewriteDataFilesJob` and `IcebergExpireSnapshotsJob`:
+
+- **Template name:** `builtin-iceberg-remove-orphan-files`
+- **Version:** `v1`
+- **Parameters:** `--catalog`, `--table`, `--older-than`, `--location`,
+  `--dry-run`, `--spark-conf`
+
+#### 5.5.2 Procedure Call
+
+```sql
+CALL catalog.system.remove_orphan_files(
+    table => 'db.table_name',
+    older_than => TIMESTAMP '2026-06-13 00:00:00',
+    location => 's3://bucket/path/',
+    dry_run => true
+)
+```
+
+**Parameters (from Iceberg `remove_orphan_files` procedure):**
+
+| Parameter   | Type        | Required | Description                           
                        |
+| ----------- | ----------- | -------- | 
------------------------------------------------------------- |
+| `table`     | `string`    | Yes      | Fully qualified table name            
                        |
+| `older_than`| `timestamp` | No       | Only remove files older than this 
timestamp (default: 3 days) |
+| `location`  | `string`    | No       | Custom directory to scan for orphans 
(replaces table location when set; must be within the table's own location) |
+| `dry_run`   | `boolean`   | No       | If true, list orphan files without 
deleting them              |
+
+#### 5.5.3 Output
+
+The procedure returns a result set with one column:
+
+| Column              | Type     | Description                        |
+| ------------------- | -------- | ---------------------------------- |
+| `orphan_file_location` | `string` | Path of each orphan file found/removed |
+
+The job will log the count of orphan files removed (or found in dry-run mode).
+
+#### 5.5.4 Security
+
+- SQL injection prevention via `escapeSqlString()` / `escapeSqlIdentifier()`
+  (same utilities as `IcebergExpireSnapshotsJob`)
+- Input validation for `dry_run` (must be `true` or `false`)
+- `location` validated against the table's own storage location — see
+  [Section 6.1](#61-location-validation)
+
+#### 5.5.5 Job Registration
+
+```java
+// UPDATE: BuiltInJobTemplateProvider.java
+private static final List<BuiltInJob> BUILT_IN_JOBS =
+    ImmutableList.of(
+        new SparkPiJob(),
+        new IcebergRewriteDataFilesJob(),
+        new IcebergUpdateStatsAndMetricsJob(),
+        new IcebergRemoveOrphanFilesJob());  // NEW
+```
+
+---
+
+## 6. Safety Considerations
+
+Orphan file removal is inherently more dangerous than snapshot expiration or
+compaction because it **permanently deletes files**. Several safety mechanisms
+are built into the design:
+
+| Safety Mechanism | Description |
+| --- | --- |
+| **`older_than` default** | 3-day default ensures files from in-flight writes 
are not deleted |
+| **`dry_run` mode** | Allows previewing which files would be deleted before 
actual removal |
+| **Location validation** | Rejects any `location` outside the table's own 
storage location — see [6.1](#61-location-validation) |
+| **Policy-gated** | Must be explicitly enabled by an administrator via policy 
creation |
+| **Iceberg built-in safety** | The procedure itself only identifies files not 
referenced by any snapshot |
+
+### 6.1 Location Validation
+
+The `location` parameter is the single most dangerous input in this job.
+Iceberg's `remove_orphan_files` deletes **every file under the given
+location that the target table does not reference**. If a caller passes the
+location of a *different* table, that table's data files are all unreferenced
+from the target table's point of view, and the procedure deletes them —
+silently destroying another table's data.
+
+The job must therefore validate `location` **before building the SQL**, not
+rely on Iceberg to reject it:
+
+```java
+static void validateLocation(NameIdentifier tableIdent, String location) {
+    String tableLocation = normalize(loadTableLocation(tableIdent));
+    String requested = normalize(location);
+
+    Preconditions.checkArgument(
+        requested.equals(tableLocation)
+            || requested.startsWith(tableLocation + "/"),
+        "location '%s' must be within the table's location '%s'",
+        location, tableLocation);
+}
+```
+
+Validation rules:
+
+1. Resolve the target table's own storage location from table metadata.
+2. Normalize both paths — canonicalize the scheme and authority, collapse
+   duplicate slashes, resolve `.` / `..` segments, and strip trailing slashes.
+3. Reject the request unless the normalized `location` is the table location
+   itself or a descendant of it.
+4. Reject symlinks or paths that resolve outside the table location after
+   normalization.
+
+Normalization must happen before the prefix check; comparing raw strings
+would let `s3://bucket/db/table/../other_table` pass a naive
+`startsWith` test.
+
+Validation happens in the job adapter (before submission) and again in the
+Spark job (before building the procedure call), so an ad-hoc job submission
+that bypasses the policy layer is still checked.
+
+### 6.2 Setting `older_than` Safely
+
+The `older_than` threshold should be set conservatively. Files from in-flight
+writes or concurrent operations may not yet be referenced by a committed
+snapshot. A minimum of 3 days is recommended.
+
+Setting `olderThanDays` to `0` removes all orphan files regardless of age.
+This is only safe when no writer is active against the table — see
+[Section 5.2.4](#524-why-olderthandays-defaults-to-3).
+
+---
+
+## 7. File Changes Summary
+
+### 7.1 New Files
+
+| File                                                                         
    | Layer    | Description                                |
+| 
--------------------------------------------------------------------------------
 | -------- | ------------------------------------------ |
+| `api/…/policy/IcebergOrphanFileRemovalContent.java`                          
    | Policy   | Policy content with removal configuration  |
+| 
`maintenance/optimizer/…/handler/orphan/OrphanFileRemovalStrategyHandler.java`  
  | Strategy | Trigger / score evaluation                 |
+| `maintenance/optimizer/…/handler/orphan/OrphanFileRemovalJobContext.java`    
     | Strategy | Job execution context                      |
+| `maintenance/optimizer/…/job/GravitinoOrphanFileRemovalJobAdapter.java`      
     | Adapter  | Context → job config conversion            |
+| `maintenance/jobs/…/iceberg/IcebergRemoveOrphanFilesJob.java`                
    | Job      | Spark job                                  |
+
+### 7.2 Modified Files
+
+| File                                                    | Change             
                                           |
+| ------------------------------------------------------- | 
------------------------------------------------------------- |
+| `api/…/policy/Policy.java`                              | Add 
`ICEBERG_ORPHAN_FILE_REMOVAL` to `BuiltInType` enum       |
+| `maintenance/optimizer/…/job/GravitinoJobSubmitter.java` | Register 
remove-orphan-files adapter in `jobAdapters` map      |
+| `maintenance/jobs/…/BuiltInJobTemplateProvider.java`     | Register 
`IcebergRemoveOrphanFilesJob`                         |
+| Handler registry                                        | Register 
`OrphanFileRemovalStrategyHandler`                    |
+
+### 7.3 Test Files
+
+| File                                                    | Description        
                   |
+| ------------------------------------------------------- | 
------------------------------------- |
+| `TestIcebergOrphanFileRemovalContent.java`               | Policy content 
unit tests             |
+| `TestOrphanFileRemovalStrategyHandler.java`              | Strategy handler 
unit tests           |
+| `TestGravitinoOrphanFileRemovalJobAdapter.java`          | Job adapter unit 
tests                |
+| `TestIcebergRemoveOrphanFilesJob.java`                   | Spark job unit 
tests                  |
+
+---
+
+## 8. Proposed PR Plan
+
+| PR | Scope | Dependencies |
+| --- | --- | --- |
+| **PR 1** | Job layer: `IcebergRemoveOrphanFilesJob` + 
`BuiltInJobTemplateProvider` + tests | None |
+| **PR 2** | Policy + Strategy + Adapter: all remaining layers + tests | PR 1 |
+
+Since the total code size across the policy, strategy, and adapter layers is
+expected to be well under 1000 lines, PRs 2 and 3 from the original plan are
+combined into a single PR.
+
+---
+
+## 9. Open Questions
+
+1. ~~**Cleanup interval tracking**~~ — Resolved: the last cleanup time is
+   stored as a table statistic (`custom-last-orphan-cleanup-time`) in
+   `statistic_meta`, aligned with how compaction persists its metrics.
+   See [Section 5.3.2](#532-tracking-the-last-cleanup-time).
+2. ~~**Location parameter**~~ — Resolved: when `location` is specified,
+   only that location is scanned, and it must be within the table's own
+   storage location. See [Section 6.1](#61-location-validation).
+3. **Dry-run result persistence** — Should dry-run results be stored
+   somewhere (e.g., job output metadata) for review before actual deletion?
+4. ~~**PR granularity**~~ — Resolved: single PR for policy + strategy +
+   adapter layers since total code is expected to be under 1000 lines.
+5. ~~**`older_than` minimum**~~ — Resolved: no hard minimum is enforced.
+   `olderThanDays: 0` is a deliberate escape hatch for reclaiming storage
+   when no writer is active. See
+   [Section 5.2.4](#524-why-olderthandays-defaults-to-3).
+6. **Minimum run interval** — Out of scope. A uniform minimum-interval
+   mechanism will be defined across all four system built-in policies.
+
+---
+
+## 10. Comparison with Other Maintenance Flows
+
+| Aspect | Compaction | Snapshot Expiration | Orphan File Removal |
+| --- | --- | --- | --- |
+| Policy type | `system_iceberg_compaction` | 
`system_iceberg_snapshot_expiration` | `system_iceberg_orphan_file_removal` |
+| Strategy type | `iceberg-data-compaction` | `iceberg-snapshot-expiration` | 
`iceberg-orphan-file-removal` |
+| Job template | `builtin-iceberg-rewrite-data-files` | 
`builtin-iceberg-expire-snapshots` | `builtin-iceberg-remove-orphan-files` |
+| Scope | Per-partition (scored, top-N selected) | Whole table | Whole table 
(or custom location) |
+| Data requirements | `TABLE_METADATA` + `TABLE_STATISTICS` + 
`PARTITION_STATISTICS` | `TABLE_METADATA` + `TABLE_STATISTICS` | 
`TABLE_METADATA` + `TABLE_STATISTICS` |
+| Trigger metric | `custom-data-file-mse`, `custom-delete-file-number` | 
`custom-snapshot-count` | `custom-days-since-last-orphan-cleanup` |
+| Iceberg procedure | `rewrite_data_files` | `expire_snapshots` | 
`remove_orphan_files` |
+| Key parameters | strategy, sort-order, where, options | older_than, 
retain_last, stream_results | older_than, location, dry_run |
+| Destructiveness | Rewrites data (recoverable via snapshots) | Removes 
metadata (irreversible) | Removes data files (irreversible) |
+| Safety concern | Low — data is rewritten, not lost | Medium — old snapshots 
are removed | High — files are permanently deleted |

Review Comment:
   Could u align table?



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