Support E2E test

docs/proposals/e2e_test.md

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+# Support E2E Testing
+
+<!-- toc -->
+
+- [Summary](#summary)
+- [Motivation](#motivation)
+    - [Goals](#goals)
+    - [Non-Goals](#non-goals)
+- [Proposal](#proposal)
+    - [Test Scope](#test-scope)
+    - [Implementation Details](#implementation-details)
+    - [User Stories (Optional)](#user-stories-optional)
+        - [Story 1](#story-1)
+        - [Story 2](#story-2)
+        - [Story 3](#story-3)
+    - [Risks and Mitigations](#risks-and-mitigations)
+- [Design Details](#design-details)
+
+<!-- /toc -->
+
+## Summary
+
+<!--
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+documentation such as release notes or a development roadmap. It should be
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+[documentation style guide]: https://github.com/kubernetes/community/blob/master/contributors/guide/style-guide.md
+-->
+
+This KEP proposes to support End-to-End (E2E) testing for HAMi, ensuring its functionality and compatibility
+within the Kubernetes ecosystem.
+
+It introduces mechanisms to validate the entire workflow of the feature and
+guarantee that it meets production-level requirements.
+
+## Motivation
+
+<!--
+This section is for explicitly listing the motivation, goals, and non-goals of
+this KEP.  Describe why the change is important and the benefits to users. The
+motivation section can optionally provide links to [experience reports] to
+demonstrate the interest in a KEP within the wider Kubernetes community.
+
+[experience reports]: https://github.com/golang/go/wiki/ExperienceReports
+-->
+
+End-to-end (E2E) tests validate the complete functionality of a system, ensuring that the end-user experience 
+aligns with developer specifications. 
+
+While unit and integration tests provide valuable feedback, they are often insufficient in distributed systems. 
+Minor changes may pass unit and integration tests but still introduce unforeseen issues at the system level.
+
+Comprehensive E2E test coverage is essential to mitigate the risks of regressions, improve reliability, 
+and maintain confidence in the system's seamless integration with Kubernetes. 
+Without it, HAMi's robustness and user trust may be compromised.
+
+### Goals
+
+<!--
+List the specific goals of the KEP. What is it trying to achieve? How will we
+know that this has succeeded?
+-->
+
+- Setup E2E testing basic environment.
+- Define the scope and scenarios for E2E testing of HAMi.
+- Implement E2E tests that cover key workflows and edge cases.
+- Ensure integration with the Kubernetes CI pipelines (e.g., Prow).
+- Establish a reliable and repeatable test framework for future enhancements.
+
+### Non-Goals
+
+<!--
+What is out of scope for this KEP? Listing non-goals helps to focus discussion
+and make progress.
+-->
+
+- Unit or integration testing of the feature (covered elsewhere).
+- Performance benchmarking beyond basic scenarios.
+
+## Proposal
+
+<!--
+This is where we get down to the specifics of what the proposal actually is.
+This should have enough detail that reviewers can understand exactly what
+you're proposing, but should not include things like API designs or
+implementation. What is the desired outcome and how do we measure success?.
+The "Design Details" section below is for the real
+nitty-gritty.
+-->
+
+This proposal aims to integrate E2E testing for HAMi. Tests will be implemented using the 
+Kubernetes E2E testing framework (e.g., Ginkgo) and adhere to community best practices.
+
+### Test Scope
+
+- Core functionality: Validate basic operations and workflows of the feature.
+- Edge cases: Test unusual scenarios or invalid inputs to ensure robustness.
+- Compatibility: 
+  - Verify that the feature integrates with different heterogeneous devices.
+  - Verify that the feature integrates with different operations systems.
+  - Verify that the feature integrates with different Kubernetes versions.
+- Error handling: Ensure appropriate error messages and recovery mechanisms are in place.
+
+### Implementation Details
+
+- Test environment will hold in Daocloud local environment.
+- Tests will be written using the [Ginkgo](https://onsi.github.io/ginkgo/) testing framework.
+- All tests will use isolated namespaces to avoid conflicts.
+- Resource cleanup will be automated after each test run.
+- CI integration will ensure tests run against PRs, daily builds, and releases.
+
+### User Stories (Optional)
+
+<!--
+Detail the things that people will be able to do if this KEP is implemented.
+Include as much detail as possible so that people can understand the "how" of
+the system. The goal here is to make this feel real for users without getting
+bogged down.
+-->
+
+#### Story 1
+Automating E2E testing with helm deployment
+
+#### Story 2
+Automating E2E testing with resource validation
+
+### Story 3
+Automating E2E testing with Kubernetes resource deploy
+
+### Risks and Mitigations
+
+<!--
+What are the risks of this proposal, and how do we mitigate? Think broadly.
+For example, consider both security and how this will impact the larger
+Kubernetes ecosystem.
+
+How will security be reviewed, and by whom?
+
+How will UX be reviewed, and by whom?
+
+Consider including folks who also work outside the SIG or subproject.
+-->
+
+- Resource Limitations
+  - During E2E testing, testing clusters may encounter resource constraints, 
+  such as insufficient CPU, memory, or storage. This could lead to test failures, 
+  degraded performance, or timeouts during deployments.
+- Environment Instability
+  - Instabilities in the testing environment, such as network latency, intermittent network failures, 
+  or cluster node failures, can cause tests to fail or behave inconsistently.
+
+## Design Details
+
+<!--
+This section should contain enough information that the specifics of your
+change are understandable. This may include API specs (though not always
+required) or even code snippets. If there's any ambiguity about HOW your
+proposal will be implemented, this is the place to discuss them.
+-->
+
+
+![gpu_utilization](e2e_test.png)
+