chore(release): v2.7.0
Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
This commit is contained in:
+62
-50
@@ -1,56 +1,20 @@
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# Changelog
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## Unreleased
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## v2.7.0 (2026-09-20)
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### Tuning
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- `clawhdf5-agent`: **the HNSW parameters are configurable** —
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`MemoryConfig::hnsw_m`, `hnsw_ef_construction` and `hnsw_ef_search`
|
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(defaults 16, 64, and 0 meaning "scale with `k`", i.e. today's behaviour).
|
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They were constants, so a deployment could not trade recall against memory
|
||||
or query speed at all. All three are persisted with the store. Values are
|
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clamped where the index requires it: `clawhdf5-ann` asserts a graph degree
|
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of at least 2, so a configured 0 — from a file, or from a caller who took 0
|
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to mean "default" — used to abort the process inside the builder. Lowering
|
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`ef_search` also no longer narrows the candidate pool that fusion sees.
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**Breaking:** `MemoryConfig` gained fields, so literal constructions need
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updating; `..Default::default()` does not.
|
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### Performance
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- `clawhdf5-agent`: **opening a store is ~28% faster** (455 ms -> 327 ms at
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100k x 384). `read_from_disk` memory-mapped the file and then copied the
|
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entire mapping into a `Vec` for `File::from_bytes`, when `File::open`
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memory-maps it directly — so every open paid a full-file memcpy for nothing.
|
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Process peak memory is unchanged: the peak falls after the parse, during the
|
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index build, so the transient never reached the high-water mark. The
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footprint harness now reports that peak next to the retained figure, which
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is how this was checked rather than assumed.
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### Integrity
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- `clawhdf5-format`: **Fixed and Extensible Array chunk indexes now verify
|
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their checksums** (the `checksum` feature, on by default). Every structure
|
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in both — header, index block, super block, data block and each data block
|
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page — carries a Jenkins lookup3 checksum that was parsed past and ignored.
|
||||
The consequence of skipping it is not a missing warning but wrong data: a
|
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single flipped bit in a chunk address still parses, still points inside the
|
||||
file, and the reader hands back whatever bytes now sit there as the chunk's
|
||||
contents. Verified in both directions — the checksums accept files written
|
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by HDF5 2.0 at 100 to 200 000 chunks, dense, sparse, filtered and paged,
|
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and an interop test corrupts an address to confirm the read now fails
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instead of returning data (it does return data when the check is removed).
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### Performance
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- `clawhdf5-accel`: **`dot_i8`, a runtime-dispatched int8 dot product** (AVX2:
|
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sign-extend each half to `i16`, then `madd_epi16`; scalar fallback
|
||||
elsewhere). The quantised HNSW index used a scalar loop while the `f32` path
|
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it was measured against ran AVX2, so the ~13% throughput cost recorded for
|
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`MemoryConfig::quantized_index` was a missing kernel rather than a property
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of int8. With the kernel, at N = 100 000 x 384 and equal recall, the
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quantised index answers **1.63x as many queries per second** (21 848 vs
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13 399 at ef=64, recall 0.9940 vs 0.9945) and builds **1.8x faster** (1778
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vs 3197 ms) — on top of holding a quarter of the vectors. Medians of three
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alternating runs. It remains off by default only because the kernel is
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AVX2-only and aarch64 falls back to the scalar loop. Integer arithmetic, so
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the SIMD path is tested to agree with scalar bit for bit.
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### Upgrade Notes
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- **Two read-path bugs fixed, one of them silent.** Datasets indexed by an
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Extensible Array (any dataset with one unlimited dimension) returned data
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from the wrong chunks past their first few dozen. If you have readings taken
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from such a dataset with an earlier release, they may be wrong; re-read them.
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- **A corrupt chunk index is now an error.** Fixed and Extensible Array
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structures carry checksums that were previously ignored, so damage surfaced
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as plausible data from the wrong offset. Code that read a damaged file and
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got numbers will now get `ChecksumMismatch` instead. That is the point.
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- **Breaking:** `MemoryConfig` gained `hnsw_m`, `hnsw_ef_construction` and
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`hnsw_ef_search`, so literal constructions need updating;
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`..Default::default()` does not. All three default to the previous
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behaviour.
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### Correctness
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- `clawhdf5-format`: **datasets indexed by an Extensible Array returned wrong
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@@ -100,6 +64,54 @@
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including a depth-2 HDF5 2.0 chunk index with 40 000 records, now covered by
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an interop test.
|
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|
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### Integrity
|
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- `clawhdf5-format`: **Fixed and Extensible Array chunk indexes now verify
|
||||
their checksums** (the `checksum` feature, on by default). Every structure
|
||||
in both — header, index block, super block, data block and each data block
|
||||
page — carries a Jenkins lookup3 checksum that was parsed past and ignored.
|
||||
The consequence of skipping it is not a missing warning but wrong data: a
|
||||
single flipped bit in a chunk address still parses, still points inside the
|
||||
file, and the reader hands back whatever bytes now sit there as the chunk's
|
||||
contents. Verified in both directions — the checksums accept files written
|
||||
by HDF5 2.0 at 100 to 200 000 chunks, dense, sparse, filtered and paged,
|
||||
and an interop test corrupts an address to confirm the read now fails
|
||||
instead of returning data (it does return data when the check is removed).
|
||||
|
||||
### Performance
|
||||
- `clawhdf5-agent`: **opening a store is ~28% faster** (455 ms -> 327 ms at
|
||||
100k x 384). `read_from_disk` memory-mapped the file and then copied the
|
||||
entire mapping into a `Vec` for `File::from_bytes`, when `File::open`
|
||||
memory-maps it directly — so every open paid a full-file memcpy for nothing.
|
||||
Process peak memory is unchanged: the peak falls after the parse, during the
|
||||
index build, so the transient never reached the high-water mark. The
|
||||
footprint harness now reports that peak next to the retained figure, which
|
||||
is how this was checked rather than assumed.
|
||||
- `clawhdf5-accel`: **`dot_i8`, a runtime-dispatched int8 dot product** (AVX2:
|
||||
sign-extend each half to `i16`, then `madd_epi16`; scalar fallback
|
||||
elsewhere). The quantised HNSW index used a scalar loop while the `f32` path
|
||||
it was measured against ran AVX2, so the ~13% throughput cost recorded for
|
||||
`MemoryConfig::quantized_index` was a missing kernel rather than a property
|
||||
of int8. With the kernel, at N = 100 000 x 384 and equal recall, the
|
||||
quantised index answers **1.63x as many queries per second** (21 848 vs
|
||||
13 399 at ef=64, recall 0.9940 vs 0.9945) and builds **1.8x faster** (1778
|
||||
vs 3197 ms) — on top of holding a quarter of the vectors. Medians of three
|
||||
alternating runs. It remains off by default only because the kernel is
|
||||
AVX2-only and aarch64 falls back to the scalar loop. Integer arithmetic, so
|
||||
the SIMD path is tested to agree with scalar bit for bit.
|
||||
|
||||
### Tuning
|
||||
- `clawhdf5-agent`: **the HNSW parameters are configurable** —
|
||||
`MemoryConfig::hnsw_m`, `hnsw_ef_construction` and `hnsw_ef_search`
|
||||
(defaults 16, 64, and 0 meaning "scale with `k`", i.e. today's behaviour).
|
||||
They were constants, so a deployment could not trade recall against memory
|
||||
or query speed at all. All three are persisted with the store. Values are
|
||||
clamped where the index requires it: `clawhdf5-ann` asserts a graph degree
|
||||
of at least 2, so a configured 0 — from a file, or from a caller who took 0
|
||||
to mean "default" — used to abort the process inside the builder. Lowering
|
||||
`ef_search` also no longer narrows the candidate pool that fusion sees.
|
||||
**Breaking:** `MemoryConfig` gained fields, so literal constructions need
|
||||
updating; `..Default::default()` does not.
|
||||
|
||||
### Documentation
|
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- `clawhdf5-agent`: `BM25Index::search` claimed to use Block-Max WAND for early
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termination. It never did; it scores every match exhaustively. It now says
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+1
-1
@@ -21,7 +21,7 @@ members = [
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resolver = "2"
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[workspace.package]
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version = "2.6.0"
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version = "2.7.0"
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edition = "2024"
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license = "MIT"
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repository = "https://git.redclaw.dev/quantumclaw/clawhdf5"
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@@ -1,6 +1,6 @@
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[package]
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name = "clawhdf5-accel"
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version = "2.6.0"
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version = "2.7.0"
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edition = "2024"
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description = "SIMD-accelerated operations for rustyhdf5"
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license = "MIT"
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@@ -1,6 +1,6 @@
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[package]
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name = "clawhdf5-agent"
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version = "2.6.0"
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version = "2.7.0"
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edition = "2024"
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description = "HDF5-backed persistent memory store for on-device AI agents"
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license = "MIT"
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@@ -10,12 +10,12 @@ keywords = ["agent", "memory", "hdf5", "vector-search", "embedding"]
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categories = ["database", "science", "algorithms"]
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[dependencies]
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clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0", features = ["parallel", "fast-checksum"] }
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clawhdf5 = { path = "../clawhdf5", version = "2.6.0" }
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clawhdf5-io = { path = "../clawhdf5-io", version = "2.6.0", features = ["mmap"] }
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clawhdf5-accel = { path = "../clawhdf5-accel", version = "2.6.0" }
|
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clawhdf5-ann = { path = "../clawhdf5-ann", version = "2.6.0", optional = true }
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clawhdf5-gpu = { path = "../clawhdf5-gpu", version = "2.6.0", optional = true, default-features = false }
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clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0", features = ["parallel", "fast-checksum"] }
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clawhdf5 = { path = "../clawhdf5", version = "2.7.0" }
|
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clawhdf5-io = { path = "../clawhdf5-io", version = "2.7.0", features = ["mmap"] }
|
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clawhdf5-accel = { path = "../clawhdf5-accel", version = "2.7.0" }
|
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clawhdf5-ann = { path = "../clawhdf5-ann", version = "2.7.0", optional = true }
|
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clawhdf5-gpu = { path = "../clawhdf5-gpu", version = "2.7.0", optional = true, default-features = false }
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serde = { workspace = true }
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byteorder = "1"
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half = { workspace = true, optional = true }
|
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|
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@@ -1,6 +1,6 @@
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[package]
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name = "clawhdf5-android"
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||||
version = "2.6.0"
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||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Android JNI bridge for edgehdf5-memory HDF5 backend"
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license = "MIT"
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||||
|
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@@ -1,6 +1,6 @@
|
||||
[package]
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name = "clawhdf5-ann"
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||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
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description = "HNSW approximate nearest neighbor index stored as HDF5"
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license = "MIT"
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@@ -10,9 +10,9 @@ keywords = ["hdf5", "ann", "hnsw", "nearest-neighbor"]
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categories = ["algorithms", "science"]
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|
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[dependencies]
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.6.0" }
|
||||
clawhdf5-accel = { path = "../clawhdf5-accel", version = "2.6.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.7.0" }
|
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clawhdf5-accel = { path = "../clawhdf5-accel", version = "2.7.0" }
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rayon = { version = "1", optional = true }
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|
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[features]
|
||||
|
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@@ -1,6 +1,6 @@
|
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[package]
|
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name = "clawhdf5-bench"
|
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version = "2.6.0"
|
||||
version = "2.7.0"
|
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edition = "2024"
|
||||
description = "Benchmark harnesses for clawhdf5-agent (Track 8)"
|
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license = "MIT"
|
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|
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@@ -1,6 +1,6 @@
|
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[package]
|
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name = "clawhdf5-cli"
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version = "2.6.0"
|
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version = "2.7.0"
|
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edition = "2024"
|
||||
license = "MIT"
|
||||
description = "CLI for clawhdf5 agent memory — create, save, search, recall, stats"
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@@ -14,7 +14,7 @@ name = "clawhdf5"
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path = "src/main.rs"
|
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|
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[dependencies]
|
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clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.6.0" }
|
||||
clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.7.0" }
|
||||
clap = { version = "4", features = ["derive", "env"] }
|
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serde_json = "1"
|
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serde = { workspace = true }
|
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|
||||
@@ -1,6 +1,6 @@
|
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[package]
|
||||
name = "clawhdf5-derive"
|
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version = "2.6.0"
|
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version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Derive macros for rustyhdf5 HDF5 traits"
|
||||
license = "MIT"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-filters"
|
||||
version = "2.6.0"
|
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version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Filter and compression pipeline for clawhdf5"
|
||||
license = "MIT"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-format"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Pure-Rust HDF5 binary format parsing and writing — no C dependencies"
|
||||
license = "MIT"
|
||||
@@ -25,7 +25,7 @@ pco = { version = "1.0", optional = true }
|
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[dev-dependencies]
|
||||
serde_json = "1"
|
||||
criterion = { workspace = true }
|
||||
clawhdf5-derive = { path = "../clawhdf5-derive", version = "2.6.0" }
|
||||
clawhdf5-derive = { path = "../clawhdf5-derive", version = "2.7.0" }
|
||||
|
||||
[[bench]]
|
||||
name = "bench"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-gpu"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "GPU-accelerated vector operations for rustyhdf5 using wgpu compute shaders"
|
||||
license = "MIT"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-io"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "I/O abstraction layer for rustyhdf5"
|
||||
license = "MIT"
|
||||
@@ -10,7 +10,7 @@ keywords = ["hdf5", "io", "science", "data"]
|
||||
categories = ["filesystem", "science"]
|
||||
|
||||
[dependencies]
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
memmap2 = { version = "0.9", optional = true }
|
||||
libc = { version = "0.2", optional = true }
|
||||
tokio = { version = "1", features = ["fs", "io-util"], optional = true }
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-migrate"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "CLI to migrate SQLite agent memory databases to HDF5 format"
|
||||
license = "MIT"
|
||||
@@ -14,9 +14,9 @@ name = "clawhdf5-migrate"
|
||||
path = "src/main.rs"
|
||||
|
||||
[dependencies]
|
||||
clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.6.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5 = { path = "../clawhdf5", version = "2.6.0" }
|
||||
clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.7.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
clawhdf5 = { path = "../clawhdf5", version = "2.7.0" }
|
||||
rusqlite = { version = "0.31", features = ["bundled"] }
|
||||
clap = { version = "4", features = ["derive"] }
|
||||
half = { workspace = true }
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-napi"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Node.js native addon (napi-rs) exposing clawhdf5-agent to TypeScript/JavaScript"
|
||||
license = "MIT"
|
||||
@@ -10,7 +10,7 @@ repository = "https://git.redclaw.dev/quantumclaw/clawhdf5"
|
||||
crate-type = ["cdylib"]
|
||||
|
||||
[dependencies]
|
||||
clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.6.0" }
|
||||
clawhdf5-agent = { path = "../clawhdf5-agent", version = "2.7.0" }
|
||||
napi = { version = "2", default-features = false, features = ["napi9"] }
|
||||
napi-derive = "2"
|
||||
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-netcdf4"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "NetCDF-4 read support built on rustyhdf5 — pure Rust, no C dependencies"
|
||||
license = "MIT"
|
||||
@@ -10,8 +10,8 @@ keywords = ["netcdf", "netcdf4", "hdf5", "science", "climate"]
|
||||
categories = ["parser-implementations", "science"]
|
||||
|
||||
[dependencies]
|
||||
clawhdf5 = { path = "../clawhdf5", version = "2.6.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5 = { path = "../clawhdf5", version = "2.7.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
|
||||
[dev-dependencies]
|
||||
tempfile = { workspace = true }
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5-py"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Python bindings for rustyhdf5 — a pure-Rust HDF5 library"
|
||||
license = "MIT"
|
||||
@@ -14,8 +14,8 @@ name = "clawhdf5"
|
||||
crate-type = ["cdylib", "rlib"]
|
||||
|
||||
[dependencies]
|
||||
clawhdf5_rs = { path = "../clawhdf5", version = "2.6.0", package = "clawhdf5" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5_rs = { path = "../clawhdf5", version = "2.7.0", package = "clawhdf5" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
pyo3 = "0.29"
|
||||
numpy = "0.29"
|
||||
|
||||
|
||||
@@ -4,7 +4,7 @@ build-backend = "maturin"
|
||||
|
||||
[project]
|
||||
name = "rustyhdf5"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
description = "Python bindings for rustyhdf5 — a pure-Rust HDF5 library"
|
||||
requires-python = ">=3.8"
|
||||
license = { text = "MIT" }
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[package]
|
||||
name = "clawhdf5"
|
||||
version = "2.6.0"
|
||||
version = "2.7.0"
|
||||
edition = "2024"
|
||||
description = "Pure-Rust HDF5 reader/writer — no C dependencies"
|
||||
license = "MIT"
|
||||
@@ -10,16 +10,16 @@ keywords = ["hdf5", "science", "data", "binary"]
|
||||
categories = ["parser-implementations", "science", "encoding"]
|
||||
|
||||
[dependencies]
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0" }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.6.0" }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0" }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.7.0" }
|
||||
rayon = { version = "1", optional = true }
|
||||
|
||||
[dev-dependencies]
|
||||
tempfile = { workspace = true }
|
||||
criterion = { workspace = true }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.6.0", features = ["mmap"] }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.6.0", features = ["parallel", "fast-checksum"] }
|
||||
clawhdf5-filters = { path = "../clawhdf5-filters", version = "2.6.0" }
|
||||
clawhdf5-io = { path = "../clawhdf5-io", version = "2.7.0", features = ["mmap"] }
|
||||
clawhdf5-format = { path = "../clawhdf5-format", version = "2.7.0", features = ["parallel", "fast-checksum"] }
|
||||
clawhdf5-filters = { path = "../clawhdf5-filters", version = "2.7.0" }
|
||||
|
||||
[[bench]]
|
||||
name = "mmap_bench"
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "@redclaw/clawhdf5",
|
||||
"version": "2.6.0",
|
||||
"version": "2.7.0",
|
||||
"description": "Node.js bindings for clawhdf5 — HDF5-backed agent memory with hippocampal consolidation",
|
||||
"main": "index.js",
|
||||
"types": "index.d.ts",
|
||||
|
||||
Reference in New Issue
Block a user