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| --- | ||
| # | ||
| # 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. | ||
| # | ||
| title: Policy | ||
| type: docs | ||
| weight: 425 | ||
| --- | ||
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| The Polaris Policy framework empowers organizations to centrally define, manage, and enforce fine-grained governance, lifecycle, and operational rules across all data resources in the catalog. | ||
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| With the policy API, you can: | ||
| - Create and manage policies | ||
| - Attach policies to specific resources (catalogs, namespaces, tables, or views) | ||
| - Check applicable policies for any given resource | ||
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| ## What is a Policy? | ||
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| A policy in Apache Polaris is a structured entity that defines rules governing actions on specified resources under | ||
| predefined conditions. Each policy contains: | ||
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| - **Name**: A unique identifier within a namespace | ||
| - **Type**: Determines the semantics and expected format of the policy content | ||
| - **Description**: Explains the purpose of the policy | ||
| - **Content**: Contains the actual rules defining the policy behavior | ||
| - **Version**: An automatically tracked revision number | ||
| - **Inheritable**: Whether the policy can be inherited by child resources, decided by its type | ||
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| ### Policy Types | ||
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| Polaris supports several predefined system policy types (prefixed with `system.`): | ||
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| | Policy Type | Purpose | JSON-Schema | Applies To | | ||
| |-------------|-------------------------------------------------------|-------------|------------| | ||
| | **`system.data-compaction`** | Defines rules for data file compaction operations | [`data-compaction/2025-02-03.json`](https://polaris.apache.org/schemas/policies/system/data-compaction/2025-02-03.json) | Iceberg **table**, **namespace**, **catalog** | | ||
| | **`system.metadata-compaction`** | Defines rules for metadata file compaction operations | [`metadata-compaction/2025-02-03.json`](https://polaris.apache.org/schemas/policies/system/metadata-compaction/2025-02-03.json) | Iceberg **table**, **namespace**, **catalog** | | ||
| | **`system.orphan-file-removal`** | Defines rules for removing orphaned files | [`orphan-file-removal/2025-02-03.json`](https://polaris.apache.org/schemas/policies/system/orphan-file-removal/2025-02-03.json) | Iceberg **table**, **namespace**, **catalog** | | ||
| | **`system.snapshot-expiry`** | Defines rules for snapshot expiration | [`snapshot-expiry/2025-02-03.json`](https://polaris.apache.org/schemas/policies/system/snapshot-expiry/2025-02-03.json) | Iceberg **table**, **namespace**, **catalog** | | ||
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| Support for additional predefined system policy types and custom policy type definitions is in progress. | ||
| For more details, please refer to the [roadmap](https://github.com/apache/polaris/discussions/1028). | ||
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| ### Policy Inheritance | ||
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| The entity hierarchy in Polaris is structured as follows: | ||
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| ``` | ||
| Catalog | ||
| | | ||
| Namespace | ||
| | | ||
| +-----------+----------+ | ||
| | | | | ||
| Iceberg Iceberg Generic | ||
| Table View Table | ||
| ``` | ||
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| Policies can be attached at any level, and inheritance flows from catalog down to namespace, then to tables and views. | ||
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| Policies can be inheritable or non-inheritable: | ||
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| - **Inheritable policies**: Apply to the target resource and all its applicable child resources | ||
| - **Non-inheritable policies**: Apply only to the specific target resource | ||
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| The inheritance follows an override mechanism: | ||
| 1. Table-level policies override namespace and catalog policies | ||
| 2. Namespace-level policies override parent namespace and catalog policies | ||
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| > **Important:** Because an override completely replaces the same policy type at higher levels, | ||
| > **only one instance of a given policy type can be attached to (and therefore affect) a resource**. | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This is true for only inheritable policies right ?
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. That's correct. Only inheritable polices allow override. |
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| ## Working with Policies | ||
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| ### Creating a Policy | ||
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| To create a policy, you need to provide a name, type, and optionally a description and content: | ||
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| ```json | ||
| POST /polaris/v1/{prefix}/namespaces/{namespace}/policies | ||
| { | ||
| "name": "compaction-policy", | ||
| "type": "system.data-compaction", | ||
| "description": "Policy for optimizing table storage", | ||
| "content": "{\"version\": \"2025-02-03\", \"enable\": true, \"config\": {\"target_file_size_bytes\": 134217728}}" | ||
| } | ||
| ``` | ||
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| The policy content is validated against a schema specific to its type. Here are a few policy content examples: | ||
| - Data Compaction Policy | ||
| ```json | ||
| { | ||
| "version": "2025-02-03", | ||
| "enable": true, | ||
| "config": { | ||
| "target_file_size_bytes": 134217728, | ||
| "compaction_strategy": "bin-pack", | ||
| "max-concurrent-file-group-rewrites": 5 | ||
| } | ||
| } | ||
| ``` | ||
| - Orphan File Removal Policy | ||
| ```json | ||
| { | ||
| "version": "2025-02-03", | ||
| "enable": true, | ||
| "max_orphan_file_age_in_days": 30, | ||
| "locations": ["s3://my-bucket/my-table-location"], | ||
| "config": { | ||
| "prefix_mismatch_mode": "ignore" | ||
| } | ||
| } | ||
| ``` | ||
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| ### Attaching Policies to Resources | ||
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| Policies can be attached to different resource levels: | ||
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| 1. **Catalog level**: Applies to the entire catalog | ||
| 2. **Namespace level**: Applies to a specific namespace | ||
| 3. **Table-like level**: Applies to individual tables or views | ||
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| Example of attaching a policy to a table: | ||
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| ```json | ||
| PUT /polaris/v1/{prefix}/namespaces/{namespace}/policies/{policy-name}/mappings | ||
| { | ||
| "target": { | ||
| "type": "table-like", | ||
| "path": ["NS1", "NS2", "test_table_1"] | ||
| } | ||
| } | ||
| ``` | ||
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| For inheritable policies, only one policy of a given type can be attached to a resource. For non-inheritable policies, | ||
| multiple policies of the same type can be attached. | ||
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| ### Retrieving Applicable Policies | ||
| A user can view applicable policies on a resource (e.g., table, namespace, or catalog) as long as they have | ||
| read permission on that resource. | ||
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| Here is an example to find all policies that apply to a specific resource (including inherited policies): | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. should we also mention the RBAC comes into picture ? as not every one can see all the policies applicable to a resource, for ex i think in current implementation we need to require permission on a resource to see the policy applicable ?
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Added it |
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| ``` | ||
| GET /polaris/v1/catalog/applicable-policies?namespace=finance%1Fquarterly&target-name=transactions | ||
| ``` | ||
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| **Sample response:** | ||
| ```json | ||
| { | ||
| "policies": [ | ||
| { | ||
| "name": "snapshot-expiry-policy", | ||
| "type": "system.snapshot-expiry", | ||
| "appliedAt": "namespace", | ||
| "content": { | ||
| "version": "2025-02-03", | ||
| "enable": true, | ||
| "config": { | ||
| "min_snapshot_to_keep": 1, | ||
| "max_snapshot_age_days": 2, | ||
| "max_ref_age_days": 3 | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "compaction-policy", | ||
| "type": "system.data-compaction", | ||
| "appliedAt": "catalog", | ||
| "content": { | ||
| "version": "2025-02-03", | ||
| "enable": true, | ||
| "config": { | ||
| "target_file_size_bytes": 134217728 | ||
| } | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| ``` | ||
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| ### API Reference | ||
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| For the complete and up-to-date API specification, see the [policy-api.yaml](https://github.com/apache/polaris/blob/main/spec/polaris-catalog-apis/policy-apis.yaml). | ||
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