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lancedb/docs/web
Xuanwo 9b13e8f725 feat(python): materialize remote blobs at the query snapshot (#4973)
Python remote queries materialize Blob v2 payloads with
`blob_mode="bytes"` through synchronous and asynchronous `to_arrow`,
`to_list`, `to_pandas`, and `to_batches`. Deferred reads bind to the
actual producing dataset without changing the caller's live table
handle, including concurrent writes and same-name DROP/CREATE.

Trust only the authoritative `x-lancedb-query-version` plus
`x-lancedb-query-snapshot`. A numeric version alone cannot distinguish a
recreated table; the ordinary live watermark and user-supplied Arrow
metadata cannot establish provenance. An independent immutable handle
carries the original identity through every batch, byte-limit split, and
large-Blob Range fallback, and requires a verified response echo before
accepting payloads. Aliases, NULL/empty results, rerankers, and hybrid
legs retain consistent provenance. Missing capability, mixed identities,
or a serving node ignoring the precondition fails explicitly; ordinary
descriptor queries remain available on older servers.

The source docs distinguish Enterprise SQL payload bytes from SDK
descriptors. Server dependency:
https://github.com/lancedb/sophon/pull/10211.

Validation uses retained, independently audited local evidence: 724
Python cases passed (one optional PyAV skip), 67 focused SDK Rust cases
passed, 36 server checks passed, and 15 actual REST/SDK scenarios passed
across retained runs. These cover sync/async and Arrow file/stream
recreation, concurrent overwrite, deletion of a selected version, legacy
capabilities, forged IPC metadata, WAL exclusion, and actual mid-batch
recreation. The original aggregate experiment exited 101 because its
extra harness assumed a Python batch size would split the native result;
its 36 server checks and 13 completed scenarios remain valid. The
corrected native-batch experiment passed separately for sync and async.
No aggregate all-green claim is made.

The public batched-range operation has separate cross-partition identity
integration in https://github.com/lancedb/sophon/pull/10219 and
https://github.com/lancedb/lancedb/pull/4994. This change does not claim
to fix that loop. Realtime/MemWAL remains outside Blob v2 GA, without
disabling existing writes or compaction. No dependency pins changed.

Merge/rollout hold remains: upgrade every serving node before enabling
the new SDK capability, verify proxy forwarding of both authoritative
headers and the verification echo, and preserve queried versions for
later reads. Missing or inconsistent capability fails explicitly;
identity does not retain versions or authenticate storage paths. Actual
deployed proxy/Cloud/PE behavior and production retention remain
unverified. Old SDKs do not gain incarnation protection from a
server-only upgrade.

Published documentation retains the Early access badge and released
Enterprise instructions, including explicit fetches for copying. The new
Enterprise `blob_mode="bytes"` guidance, snapshot-bound copy example,
future streaming restrictions and GA wording remain source-only MDX
drafts until release. The correction distinguishing released Enterprise
SQL bytes from SDK descriptors remains visible. Documentation validation
checked comment boundaries, visible instructions, Python example syntax
and whitespace; the site was not built. This documentation-only revision
reuses the implementation evidence above.
2026-11-13 02:05:39 +08:00
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