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[Implementation] Add integration tests to remote-vector-index-builder core #19

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rchitale7 opened this issue Mar 4, 2025 · 0 comments
Open
11 tasks

[Implementation] Add integration tests to remote-vector-index-builder core #19

rchitale7 opened this issue Mar 4, 2025 · 0 comments
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enhancement New feature or request Roadmap:Vector Database/GenAI Project-wide roadmap label untriaged

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Description

This issue tracks implementation of integration tests for the remote-vector-index-builder core library.

  • create_vectors_dataset
    • Validate that vector and doc id blobs are successfully read from s3 into numpy array, for 1 and 5 GB vector blobs
    • Validate that vector and doc id blobs do not get read, when checksums are invalid
    • Validate that vector and doc id blobs do not get read, when credentials are invalid
  • build_gpu_index
    • Validate that index is created, for 1 and 5 GB vector blobs
  • upload_index
    • Validate that index is successfully uploaded to s3, for 1 and 5 GB vector blobs
    • Validate that index does not get uploaded, when checksums are invalid
    • Validate that index does not get uploaded, when credentials are invalid
  • End-to-end integration test that calls create_vectors_dataset, build_gpu_index, and upload_index in sequence
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enhancement New feature or request Roadmap:Vector Database/GenAI Project-wide roadmap label untriaged
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@rchitale7