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[WIP] Support Current domain in ingestion code #565

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@kounelisagis kounelisagis commented Feb 11, 2025

Fixes #564


[sc-62701]

@teo-tsirpanis teo-tsirpanis removed the request for review from NikolaosPapailiou March 4, 2025 13:20
Comment on lines +415 to +419
# In the case that current domain is non-empty, we need to consider it
if hasattr(schema, "current_domain") and not schema.current_domain.is_empty:
dimensions = np.int64(schema.current_domain.dim(0).domain[1]) + 1
else:
dimensions = np.int64(schema.domain.dim(0).domain[1]) + 1
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Because the number of dimensions is an immutable value that is selected at the time of creating the embeddings, it seems more appropriate to use the similarly immutable domain of TileDB arrays.

If we want to support ingesting a subset of dimensions from the input file, I think we should have the user explicitly specify it, rather than guessing it from sources like the current domain.

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Use array "current domain" for vector dimension
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