GCS native support (GCS implemented using Google Cloud Storage libraries)

[gifi-siby]

Native support for Google cloud storage using the Google Cloud Storage libraries. Authentication is performed using GCS service account credentials JSON.

Milvus supports GCS native and Milvus-Backup doesn't. Since Milvus supports GCS native, this enhancement is needed.

Related Issue: #444

PRs worked together are:
#494
#496

[mergify]

@gifi-siby Thanks for your contribution. Please submit with DCO, see the contributing guide https://github.com/milvus-io/milvus/blob/main/CONTRIBUTING.md#developer-certificate-of-origin-dco.

[huanghaoyuanhhy]

I noticed that in your PR for the GCP Native client, you implemented hierarchical deletion for files. Has GCP encountered similar deletion error issues as Azure? I’d like to understand the reasoning behind your choice of hierarchical deletion.

[gifi-siby]

In GCP, I didn't face the issue, but I adopted the same deletion method as in Azure as a precautionary measure.

The function RemoveWithPrefix removes the objects in a way that respects the hierarchy of the storage, meaning it starts by deleting the deepest files first and works its way up. It uses goroutines to delete objects in parallel.

[sre-ci-robot]

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[gifi-siby]

Any update on this PR?