[Bug]fix openai api violation for accelerator crd

[pallasathena92]

What type of PR is this?

/kind bug

What this PR does / why we need it:

1. Fix "omitempty doesn’t work for non-pointer nested structs like Spec, Status, resource.Quantity, and metav1.Time", modifies some files
2. Fix openai api rule violation

Does this PR introduce a user-facing change?

None

[gemini-code-assist]

Summary of Changes

Hello @pallasathena92, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request addresses critical bug fixes and improvements related to Kubernetes Custom Resource Definitions (CRDs). The primary goal is to resolve issues where certain fields within CRDs were not being correctly handled by the Kubernetes API server due to misconfigurations with 'omitempty' JSON tags and list type definitions. By explicitly marking required fields and specifying list behaviors, the changes ensure proper API validation and resource management. Additionally, the PR includes code style refinements and significant dependency updates, contributing to overall system stability and compliance.

Highlights

• CRD OmitEmpty Bug Fix: Resolved a bug where 'omitempty' JSON tags were causing issues with non-pointer nested structs (like Spec and Status) in Custom Resource Definitions (CRDs), ensuring these fields are always correctly marshaled and validated.
• Kubernetes List Type Validation: Introduced 'x-kubernetes-list-type: atomic' to various array definitions within CRD YAMLs, which is crucial for the Kubernetes API server to correctly handle and validate lists, preventing unexpected behavior.
• Accelerator Resource Definition Enhancement: Updated the AcceleratorResource definition to explicitly require the 'quantity' field and removed its 'omitempty' tag, ensuring that accelerator resource quantities are always specified.
• Code Style and Naming Consistency: Refactored performance-related fields within the AcceleratorPerformance struct to adhere to standard camelCase naming conventions, improving code readability and consistency.
• Dependency Updates and API Compliance: Performed a comprehensive update of Go module dependencies, which likely contributes to resolving the reported OpenAI API rule violation and generally improves the project's dependency health.

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[gemini-code-assist]

Code Review

This pull request addresses two main issues: fixing omitempty behavior for non-pointer nested structs in CRDs and correcting an 'OpenAI API rule violation', which appears to be related to Go struct field naming conventions. The changes to the CRD YAML files and Go type definitions are consistent and correct, making fields required where omitempty was not working as expected and improving code style. However, the update to go.sum introduces a very large number of new dependencies from various cloud providers and other sources. This significantly expands the project's dependency tree and attack surface, and it's not clear from the pull request description why these are necessary. This should be addressed before merging.

[YouNeedCryDear]

@pallasathena92 Why are we removing those "omitempty" from inference service and benchmark job?

[pallasathena92]

@pallasathena92 Why are we removing those "omitempty" from inference service and benchmark job?

Fix "omitempty doesn’t work for non-pointer nested structs like Spec, Status, resource.Quantity, and metav1.Time", modifies some files
Any concern for this?