Add remote CTable access and unify remote caching and persistence - #725

Merged

FrancescAlted merged 82 commits into

mainfrom

Sep 24, 2026

Commits on Sep 17, 2026

Add remote CTable access
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a1b3bae
Advertise that https:// is supported too
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26c0fd9
Add remote UTF-8 table support and unified open dispatch
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626abef

Commits on Sep 18, 2026

Add bounded parallel reads for RemoteCTable
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68e42b6
Improve persistent remote table caching
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Align RemoteCTable cache lifecycle APIs
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Plan RemoteCTable reference saving
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Add initial RemoteObject API
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cd399a0
Add RemoteCTable reference saving
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Complete RemoteObject documentation
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65916a1
Fix remote reference exports and table reopening
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Prove remote batch range reads
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Add internal remote batch reader
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Read remote variable-length strings
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Integrate remote batch caching
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Enable remote batch-backed columns
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Harden remote batch reads and lifetime
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Document remote batch-backed columns
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Mark remote batch plan complete
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a9c8450

Commits on Sep 20, 2026

Support nullable ListArray elements
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Support nested ListArray values
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Add ListArray membership predicates
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Add remote ListArray membership indexes
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Document ListArray V2 support
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Add source-bound CTable columns
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Persist CTable source bindings
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Open remote CTable source columns
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Document remote CTable columns
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Finalize remote CTable column plan
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84ea5a7
Add sparse caching for remote tables
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c4017a8
Resolve remote CTable index sidecars
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Enable remote SUMMARY index pruning
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Verify remote SUMMARY cache lifecycle
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Enable remote FULL index lookups
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Enable remaining remote index kinds
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Verify remote multi-run FULL indexes
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Document remote CTable indexes
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Record remote CTable index implementation
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f2271e8

Commits on Sep 21, 2026

Persist RemoteStore references in TreeStore
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Traverse nested RemoteStore references
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Share cache ownership with nested stores
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Preserve nested stores in reference exports
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fcc8513
Materialize nested RemoteStore trees
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2aed755
Document nested RemoteStore references
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31ea5af
Record nested RemoteStore implementation
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9396709
Fix PyTables HDF5 metadata decoding
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3de1681
Add remote PyTables table access
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Import PyTables full indexes as OPSI
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Cache imported PyTables indexes
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Support HDF5 tables in portable stores
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Document remote PyTables implementation
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Fix HDF5 sparse cache restoration
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f81cb28
Test native PyTables interoperability
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3c8ed53

Commits on Sep 22, 2026

Fix PyTables boolean and view handling
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Add indexed remote table examples
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Promote membership indexes in the public API
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Add HDF5 table dispatch to open
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Optimize remote HDF5 cold opens
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Persist small remote HDF5 sources across sessions
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ae1bb0a
Fix Windows remote HDF5 cache regression test
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Hide unavailable HDF5 table compression statistics
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Handle remote validity masks when resolving table extent
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Cache small remote B2Z archives eagerly
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Speed up remote CTable tests
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Add path alias for dataset selection
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Commits on Sep 23, 2026

Clarify shared remote cache usage
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Speed up remote HDF5 table info
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Merge remote PyTables index reads
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Batch remote PyTables allocation scans
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Avoid duplicate HDF5 table cache directory
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Add shared remote caches to open and align cache budgets
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Extend shared caching to remote arrays with consistent lazy access
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Commits on Sep 24, 2026

Open local PyTables tables as RemoteCTable
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Cache local PyTables tables across runs
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Support persistent caches for local data sources
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Add refresh support to standalone remote arrays
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Reuse cached remote CTable column prefixes
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Fix remote object round trips and API consistency
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Reduce slow test setup and teardown costs
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Fix local array refresh on Windows
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Fix remote review findings
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Forward sparse table storage options
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