Dennis-Mircea opened a new pull request, #1081:
URL: https://github.com/apache/flink-kubernetes-operator/pull/1081

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   ## What is the purpose of the change
   
   JIRA: [FLINK-39390](https://issues.apache.org/jira/browse/FLINK-39390)
   
   This PR enables plugin-based extensibility for the built-in Kubernetes 
Operator autoscaler components (`ScalingRealizer`, `AutoScalerStateStore`, 
`AutoScalerEventHandler`, `KubernetesJobAutoScalerContext`), using the same 
`PluginUtils` mechanism already in place for `FlinkResourceListener`, 
`FlinkResourceMutator`, and `FlinkResourceValidator`.
   
   Previously, customizing these components required forking the operator. With 
this change, users can drop plugin JARs into the operator's plugin directory 
and have them discovered automatically at startup.
   
   
   ## Brief change log
   
   **Core changes:**
   
   - **`AutoscalerUtils`** *(new)* - Introduces the 
`discoverOrDefault(Configuration, Class<T>, Supplier<T>)` utility that attempts 
SPI discovery via `PluginUtils` and falls back to a default supplier. Logs 
which implementation is used and warns if multiple are found.
   
   - **`AutoscalerFactory`** - Now accepts a `FlinkConfigManager` parameter and 
uses `discoverOrDefault` to resolve `AutoScalerStateStore`, 
`AutoScalerEventHandler`, and `ScalingRealizer` instead of hardcoding the 
Kubernetes defaults.
   
   - **`FlinkResourceContext`** - `createJobAutoScalerContext()` now uses 
`discoverOrDefault` to allow custom `KubernetesJobAutoScalerContext` subclasses 
to be discovered from the plugin directory.
   
   - **`FlinkOperator`** - Updated both `AutoscalerFactory.create()` call sites 
(FlinkDeployment and FlinkSessionJob) to pass the `FlinkConfigManager`.
   
   **Test changes:**
   
   - **`AutoscalerUtilsTest`** *(new)* - 3 tests covering default fallback, 
plugin discovery, and multiple-implementation scenarios.
   
   - **`AutoscalerFactoryTest`** - 6 tests (default + custom plugin for each of 
the 3 components). Extracted `withCustomPlugins(ThrowingRunnable)` helper to 
eliminate duplicated env setup across custom plugin tests.
   
   - **`FlinkResourceContextTest`** - 3 new tests: default context type, 
caching behavior, and custom context discovery via plugin.
   
   - **Test SPI implementations** *(new)* - `TestAutoScalerStateStore`, 
`TestAutoScalerEventHandler`, `TestScalingRealizer`, `TestJobAutoScalerContext` 
with corresponding `META-INF/services/` files and assembly descriptor entries.
   
   - **`TestingFlinkDeploymentController`** - Updated 
`AutoscalerFactory.create()` call to include `FlinkConfigManager`.
   
   **Documentation:**
   
   - **`autoscaler.md`** - Updated the "Extensibility of Autoscaler" section 
with sub-bullets showing both Kubernetes Operator and Autoscaler Standalone 
defaults for each interface. Added info hint about 
`KubernetesJobAutoScalerContext` tight coupling and plugin scope. The 
"Extensibility of Autoscaler"  section was moved to the end as it covers both 
build-in and standalone implementations.
   
   - **`plugins.md`** - Added new "Custom Autoscaler Components" section with 
interface descriptions, step-by-step guide, code example, directory structure, 
and hints.
   
   - Both English and Chinese (`content.zh/`) docs are updated.
   
   ## Verifying this change
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   This change is not breaking any existent tests and is covered by **12 new 
tests** and existing tests:
   
   - Added a new test class called `AutoscalerUtilsTest` with the 
`testDefaultFallback`, `testPluginDiscovery`, and 
`testMultipleImplementationsUsesFirst` UTs to cover the functionality of 
`AutoscalerUtils` new class
   - Extended UT support for `AutoscalerFactoryTest` by adding 
`testDefaultStateStore`, `testCustomStateStore`, `testDefaultEventHandler`, 
`testCustomEventHandler`, `testDefaultScalingRealizer`, and 
`testCustomScalingRealizer`.
   - Extended UT support for `FlinkResourceContextTest` by adding 
`testDefaultJobAutoScalerContext`, `testJobAutoScalerContextIsCached`, and 
`testCustomJobAutoScalerContext`.
   
   
   ## Does this pull request potentially affect one of the following parts:
   
     - Dependencies (does it add or upgrade a dependency): no
     - The public API, i.e., is any changes to the `CustomResourceDescriptors`: 
no
     - Core observer or reconciler logic that is regularly executed: no
   
   ## Documentation
   
     - Does this pull request introduce a new feature? yes
     - If yes, how is the feature documented? docs
   


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