feat(encoding): add bounded block dictionary - #8326
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Important This PR touches the Lance format specification. Substantive changes to the format specification — the If this is a meaningful format change:
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This was referenced Aug 6, 2026
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Stack 3 of 10 for Lance generic block sequence compression.
This adds a bounded block dictionary codec for u32/u64 sequences. Dictionary values and indices remain separate typed child codec trees, with explicit frame lengths, checked cardinality, and index-bound validation before materialization.
The codec is available for later composition but is not selected by a production writer in this layer. Stable Lance 2.0–2.2 bytes and reader behavior remain unchanged.
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