Add table aws_glue_ml_transform Closes #2605

[ParthaI]

Integration test logs

Logs

Add passing integration test logs here

Example query results

Results

> select * from aws_glue_ml_transform
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| transform_id                                 | name                                     | description | status    | created_on                | last_modified_on          | glue_version | label_count | max_capaci>
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| tfm-4ce1f224ed090e92aeb6f134693a89c42f9d8972 | steampipe-test-test-ml-transform-workers | <null>      | NOT_READY | 2025-08-18T22:15:19+05:30 | 2025-08-18T22:15:19+05:30 | 4.0          | 0           | <null>    >
| tfm-8538b58a84ae2caff7139a6d2d35d7ccec6a2bce | steampipe-test-test-ml-transform         | <null>      | NOT_READY | 2025-08-18T22:15:20+05:30 | 2025-08-18T22:15:20+05:30 | 3.0          | 0           | 2         >
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
2 rows
> select * from aws_glue_ml_transform where transform_id = 'tfm-4ce1f224ed090e92aeb6f134693a89c42f9d8972'
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| transform_id                                 | name                                     | description | status    | created_on                | last_modified_on          | glue_version | label_count | max_capaci>
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| tfm-4ce1f224ed090e92aeb6f134693a89c42f9d8972 | steampipe-test-test-ml-transform-workers | <null>      | NOT_READY | 2025-08-18T22:15:19+05:30 | 2025-08-18T22:15:19+05:30 | 4.0          | 0           | <null>    >
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
1 row

> select * from aws_glue_ml_transform where name = 'steampipe-test-test-ml-transform-workers'
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| transform_id                                 | name                                     | description | status    | created_on                | last_modified_on          | glue_version | label_count | max_capaci>
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| tfm-4ce1f224ed090e92aeb6f134693a89c42f9d8972 | steampipe-test-test-ml-transform-workers | <null>      | NOT_READY | 2025-08-18T22:15:19+05:30 | 2025-08-18T22:15:19+05:30 | 4.0          | 0           | <null>    >
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
1 row

Time: 1.6s. Rows returned: 1. Rows fetched: 1. Hydrate calls: 4.

Scans:
  1) aws_glue_ml_transform.aws: Time: 1.4s. Fetched: 1. Hydrates: 4. Quals: name=steampipe-test-test-ml-transform-workers.


> select * from aws_glue_ml_transform where created_on < '2025-08-18T22:15:20+05:30'
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| transform_id                                 | name                                     | description | status    | created_on                | last_modified_on          | glue_version | label_count | max_capaci>
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
| tfm-4ce1f224ed090e92aeb6f134693a89c42f9d8972 | steampipe-test-test-ml-transform-workers | <null>      | NOT_READY | 2025-08-18T22:15:19+05:30 | 2025-08-18T22:15:19+05:30 | 4.0          | 0           | <null>    >
+----------------------------------------------+------------------------------------------+-------------+-----------+---------------------------+---------------------------+--------------+-------------+----------->
1 row

Time: 1.0s. Rows returned: 1. Rows fetched: 2. Hydrate calls: 8.

[Copilot]

Pull Request Overview

This PR adds a new table aws_glue_ml_transform to the Steampipe AWS plugin for querying AWS Glue ML Transforms. It implements comprehensive functionality to retrieve ML transform details, including configuration parameters, status, performance metrics, and resource allocation information.

Key changes:

• Adds the new aws_glue_ml_transform table with complete CRUD operations
• Implements optional qualifiers for efficient filtering on name, status, transform_type, glue_version, and date fields
• Provides comprehensive documentation with multiple SQL query examples

Reviewed Changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 2 comments.

File	Description
aws/table_aws_glue_ml_transform.go	Implements the core table functionality with list/get operations, hydrate functions, and column definitions
aws/plugin.go	Registers the new table in the plugin
docs/tables/aws_glue_ml_transform.md	Provides comprehensive documentation with usage examples and query patterns

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