Create Continuous Bench Search Job tool

[vankichi]

Description:

I have created the PR for the Continours Benchmark Job tool. In this PR, I have implemented the search logic using the fashion-mnist-784-euc dataset.

How Has This Been Tested?:

I have checked in the local vald cluster with k3d + local-registry.

Environment:

• Go Version: 1.18.3
• Docker Version: 20.10.8
• Kubernetes Version: 1.22.0
• NGT Version: 1.14.6

Types of changes:

• [ ] Bug fix [type/bug]
• [x] New feature [type/feature]
• [ ] Add tests [type/test]
• [ ] Security related changes [type/security]
• [x] Add documents [type/documentation]
• [ ] Refactoring [type/refactoring]
• [ ] Update dependencies [type/dependency]
• [ ] Update benchmarks and performances [type/bench]
• [ ] Update CI [type/ci]

Changes to Core Features:

• [ ] Have you added an explanation of what your changes do and why you'd like us to include them?
• [ ] Have you written new tests for your core changes, as applicable?
• [ ] Have you successfully ran tests with your changes locally?

Checklist:

• [ ] I have read the CONTRIBUTING document.
• [ ] I have checked open Pull Requests for the similar feature or fixes?
• [ ] I have added tests and benchmarks to cover my changes.
• [ ] I have ensured all new and existing tests passed.
• [ ] I have commented my code, particularly in hard-to-understand areas
• [ ] I have updated the documentation accordingly.

[vdaas-ci]

[CHATOPS:HELP] ChatOps commands.

• :ok_woman: /approve - approve
• :love_letter: /changelog - replace the PR body by changelog details
• :bento: /format - format codes and add licenses
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• :rewind: /rebase - rebase master
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[vdaas-ci]

[WARNING:INTCFG] Changes in interal/config may require you to change Helm charts. Please check.

[vankichi]

/format

[vdaas-ci]

[FORMAT] Updating license headers and formatting go codes triggered by vankichi.

[codecov[bot]]

Codecov Report

:exclamation: No coverage uploaded for pull request base (feature/continous-benchmark-tool@48cdb52). Click here to learn what that means. The diff coverage is n/a.

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[kpango]

And one more thing. I understand you developed aligned with Design doc, but I became thought it's better to change package location to the pkg/tools

pkg/tools/benchmark/job cmd/tools/benchmark/job sounds better because benchmark component is not a main component but for tools for benchmarking, profiling, and so on.