Merge feat/format-robustness: committed datatypes, fill values, soft links, VDS path confinement, WAL/crash tests

Co-Authored-By: Claude Fable 5.1 <[email protected]>

CHANGELOG.md

@@ -19,6 +19,37 @@
 - `clawhdf5-agent`: `benches/bench.rs` and `benches/memory_bench.rs` no longer
   compiled against the current `strategy`/`consolidation` APIs.
 
+### HDF5 Compatibility
+- `clawhdf5-format`/`clawhdf5`: datasets and attributes that use a **committed
+  (named) datatype** now read correctly. They store a shared-message reference;
+  the facade parsed the reference bytes as the datatype (`Time { size: 0 }`,
+  unreadable data) and silently dropped such attributes. The shared-reference
+  parser itself was wrong for real files: version 2 has no reserved bytes, and
+  the version 3 types were inverted (1 = SOHM heap, 2 = committed).
+- **Fill values are applied on read.** There was no Fill Value message parser:
+  the holes of a sparse chunked dataset read as zeros even when the fill value
+  was not zero (silently wrong data), and a dataset that was created but never
+  written failed with `NoDataAllocated` where h5py returns a filled array.
+  Messages v1–v3 and the old 0x0004 form are parsed; the fill value is written
+  into exactly the chunk-grid cells missing from the chunk index.
+- **Soft links are followed** during path resolution, in old- and new-style
+  groups (absolute/relative targets, links to groups, links through links),
+  with a depth limit so a link cycle is an error rather than a hang. A dangling
+  link reports the target it could not find.
+- Things the reader does not follow are now explicit errors instead of wrong
+  answers: an external link is `ExternalLinkUnsupported { filename,
+  object_path }` (was `PathNotFound`), and a dataset whose raw data lives in
+  external files (message 0x0007, now a known `MessageType`) is
+  `ExternalDataFilesUnsupported` (it would otherwise read as fill values).
+- All of the above are covered by h5py interop tests under both default and
+  `libver='latest'` bounds, compared against h5py's own readback.
+
+### Security
+- `clawhdf5`: virtual-dataset source file names are untrusted input but were
+  joined straight onto the opened file's directory, so a crafted file could
+  make the reader open any path the process can reach (absolute path, or `..`
+  components). Only plain relative paths inside that directory are accepted.
+
 ### Durability & Integrity
 - `clawhdf5-agent`: a crash between writing a checkpoint and truncating the WAL
   no longer **duplicates every pending entry** on the next open. Each
@@ -79,6 +110,11 @@
   The `#[ignore]`d `writer_h5py_tests` suite is run explicitly.
 - h5py-generated-file tests now cover default libver bounds as well as
   `libver='latest'` (HDF5 2.0 raised the default low bound to 1.8).
+- `clawhdf5-agent`: WAL property tests (round trip; after any corruption the
+  entries read back are an exact prefix of what was written — 1500 seeded
+  cases), a crash-recovery matrix (an on-disk image after every operation, the
+  checkpoint window, and the WAL torn at every byte length, each reopened and
+  checked against a model), and a WAL fuzz target.
 - Optional fuzz smoke run (`CLAWHDF5_FUZZ_SECONDS=N scripts/ci-test.sh`); new
   datatype corpus seeds for v1 compound and native complex messages.
 

crates/clawhdf5-agent/fuzz/.gitignore

@@ -0,0 +1,3 @@
+target/
+artifacts/
+coverage/

crates/clawhdf5-agent/fuzz/Cargo.toml

@@ -0,0 +1,23 @@
+[package]
+name = "clawhdf5-agent-fuzz"
+version = "0.0.0"
+publish = false
+edition = "2024"
+
+[package.metadata]
+cargo-fuzz = true
+
+[dependencies]
+libfuzzer-sys = "0.4"
+tempfile = "3"
+
+[dependencies.clawhdf5-agent]
+path = ".."
+
+[workspace]
+members = ["."]
+
+[[bin]]
+name = "fuzz_wal_replay"
+path = "fuzz_targets/fuzz_wal_replay.rs"
+doc = false

crates/clawhdf5-agent/fuzz/fuzz_targets/fuzz_wal_replay.rs

@@ -0,0 +1,36 @@
+#![no_main]
+//! Arbitrary bytes as a WAL file. Reading, and opening for append (which scans
+//! the chain and truncates an unverifiable tail), must never panic, hang, or
+//! allocate without bound — and after `open` repairs the file, everything
+//! `read_entries` returned before must still be returned.
+//!
+//! The deterministic counterpart that runs in ordinary CI is
+//! `tests/wal_properties.rs`; this target explores inputs it cannot reach.
+
+use std::io::Write as _;
+
+use clawhdf5_agent::wal::WalFile;
+use libfuzzer_sys::fuzz_target;
+
+fuzz_target!(|data: &[u8]| {
+    let Ok(mut tmp) = tempfile::NamedTempFile::new() else {
+        return;
+    };
+    if tmp.write_all(data).and_then(|()| tmp.flush()).is_err() {
+        return;
+    }
+    let before = WalFile::read_entries(tmp.path()).map(|e| e.len());
+    // Only the chained formats (header versions 3 and 4) are repaired in
+    // place. `open` deliberately recreates a legacy-format file from scratch:
+    // `HDF5Memory::open` has already replayed its entries by then.
+    let chained = matches!(data.get(4), Some(3 | 4));
+    let opened = WalFile::open(tmp.path());
+    if !chained {
+        return;
+    }
+    if let (Ok(before), Ok(wal)) = (before, opened) {
+        drop(wal);
+        let after = WalFile::read_entries(tmp.path()).map(|e| e.len());
+        assert_eq!(after.ok(), Some(before), "open() changed what is replayable");
+    }
+});

crates/clawhdf5-agent/tests/crash_recovery.rs

@@ -0,0 +1,187 @@
+//! Crash-recovery matrix for `HDF5Memory`.
+//!
+//! A process crash leaves whatever reached the OS on disk. These tests build
+//! the on-disk images such a crash can leave behind — after every operation,
+//! inside the checkpoint window (new `.h5` in place, WAL not yet truncated),
+//! and with the WAL torn at every possible length — then reopen each image
+//! and check the recovered store against a model of what was acknowledged.
+//!
+//! Invariants:
+//! * never a duplicated or invented record;
+//! * an image taken between operations recovers *exactly* the acknowledged
+//!   state;
+//! * a torn WAL recovers the last checkpoint plus a prefix of the operations
+//!   logged since.
+
+use std::path::{Path, PathBuf};
+
+use clawhdf5_agent::{AgentMemory, HDF5Memory, MemoryConfig, MemoryEntry};
+use tempfile::TempDir;
+
+struct Rng(u64);
+
+impl Rng {
+    fn next(&mut self) -> u64 {
+        self.0 = self.0.wrapping_add(0x9E37_79B9_7F4A_7C15);
+        let mut z = self.0;
+        z = (z ^ (z >> 30)).wrapping_mul(0xBF58_476D_1CE4_E5B9);
+        z = (z ^ (z >> 27)).wrapping_mul(0x94D0_49BB_1331_11EB);
+        z ^ (z >> 31)
+    }
+    fn below(&mut self, n: usize) -> usize {
+        (self.next() % n.max(1) as u64) as usize
+    }
+}
+
+fn entry(chunk: &str, tags: &str) -> MemoryEntry {
+    MemoryEntry {
+        chunk: chunk.to_string(),
+        embedding: vec![1.0, 0.0, 0.0, 0.0],
+        source_channel: "test".into(),
+        timestamp: 1.0,
+        session_id: "s".into(),
+        tags: tags.to_string(),
+    }
+}
+
+fn wal_path(h5: &Path) -> PathBuf {
+    h5.with_extension("h5.wal")
+}
+
+/// Copy the store (`.h5` + WAL) into a fresh directory, as a crash image.
+fn image(h5: &Path, into: &TempDir, name: &str) -> PathBuf {
+    let dest = into.path().join(format!("{name}.h5"));
+    std::fs::copy(h5, &dest).unwrap();
+    if wal_path(h5).exists() {
+        std::fs::copy(wal_path(h5), wal_path(&dest)).unwrap();
+    }
+    dest
+}
+
+fn recovered(h5: &Path) -> Vec<String> {
+    // Read-only: the image must not be modified, and no lock is needed.
+    HDF5Memory::open_read_only(h5).unwrap().cache.chunks.clone()
+}
+
+/// Apply one random operation to the store and to the model.
+fn step(mem: &mut HDF5Memory, model: &mut Vec<String>, rng: &mut Rng, n: usize) {
+    match rng.below(6) {
+        0 => mem.flush_wal().unwrap(),
+        1 if !model.is_empty() => {
+            // Update an existing record in place, addressed by its tag.
+            let idx = rng.below(model.len());
+            let chunk = format!("u{n}");
+            assert_eq!(
+                mem.save_or_update(entry(&chunk, &format!("tag{idx}")))
+                    .unwrap(),
+                idx
+            );
+            model[idx] = chunk;
+        }
+        _ => {
+            let chunk = format!("c{n}");
+            mem.save(entry(&chunk, &format!("tag{}", model.len())))
+                .unwrap();
+            model.push(chunk);
+        }
+    }
+}
+
+#[test]
+fn image_after_every_operation_recovers_the_acknowledged_state() {
+    for seed in 0..40u64 {
+        let mut rng = Rng(seed);
+        let dir = TempDir::new().unwrap();
+        let images = TempDir::new().unwrap();
+        let mut config = MemoryConfig::new(dir.path().join("store.h5"), "agent", 4);
+        config.wal_enabled = true;
+        config.wal_max_entries = 1 + rng.below(6); // force frequent checkpoints
+        let h5 = config.path.clone();
+        let mut mem = HDF5Memory::create(config).unwrap();
+        let mut model = Vec::new();
+
+        for n in 0..30 {
+            step(&mut mem, &mut model, &mut rng, n);
+            let img = image(&h5, &images, &format!("s{seed}-{n}"));
+            assert_eq!(recovered(&img), model, "seed {seed}, after op {n}");
+        }
+    }
+}
+
+#[test]
+fn crash_inside_the_checkpoint_window_never_duplicates() {
+    for seed in 0..40u64 {
+        let mut rng = Rng(seed ^ 0xABCD);
+        let dir = TempDir::new().unwrap();
+        let images = TempDir::new().unwrap();
+        let mut config = MemoryConfig::new(dir.path().join("store.h5"), "agent", 4);
+        config.wal_enabled = true;
+        config.wal_max_entries = 1000; // checkpoints only when we ask
+        let h5 = config.path.clone();
+        let mut mem = HDF5Memory::create(config).unwrap();
+        let mut model = Vec::new();
+
+        for round in 0..4 {
+            for n in 0..(1 + rng.below(6)) {
+                step(&mut mem, &mut model, &mut rng, round * 100 + n);
+            }
+            // The WAL as it is just before the checkpoint...
+            let stale_wal = images.path().join(format!("stale-{seed}-{round}.wal"));
+            if wal_path(&h5).exists() {
+                std::fs::copy(wal_path(&h5), &stale_wal).unwrap();
+            }
+            mem.flush_wal().unwrap();
+            // ...put back next to the NEW .h5: the crash-in-the-window image.
+            let img = image(&h5, &images, &format!("w{seed}-{round}"));
+            if stale_wal.exists() {
+                std::fs::copy(&stale_wal, wal_path(&img)).unwrap();
+            }
+            assert_eq!(recovered(&img), model, "seed {seed}, round {round}");
+        }
+    }
+}
+
+#[test]
+fn torn_wal_recovers_checkpoint_plus_a_prefix() {
+    let dir = TempDir::new().unwrap();
+    let images = TempDir::new().unwrap();
+    let mut config = MemoryConfig::new(dir.path().join("store.h5"), "agent", 4);
+    config.wal_enabled = true;
+    config.wal_max_entries = 1000;
+    let h5 = config.path.clone();
+    let mut mem = HDF5Memory::create(config).unwrap();
+
+    for name in ["a", "b"] {
+        mem.save(entry(name, name)).unwrap();
+    }
+    mem.flush_wal().unwrap();
+    let checkpointed = vec!["a".to_string(), "b".to_string()];
+
+    // States the store passes through as each later op is logged.
+    let mut states = vec![checkpointed.clone()];
+    let mut model = checkpointed.clone();
+    mem.save(entry("c", "c")).unwrap();
+    model.push("c".into());
+    states.push(model.clone());
+    mem.save_or_update(entry("a2", "a")).unwrap();
+    model[0] = "a2".into();
+    states.push(model.clone());
+    mem.save(entry("d", "d")).unwrap();
+    model.push("d".into());
+    states.push(model.clone());
+
+    let full_wal = std::fs::read(wal_path(&h5)).unwrap();
+    let mut seen = std::collections::BTreeSet::new();
+    for len in 0..=full_wal.len() {
+        let img = image(&h5, &images, &format!("t{len}"));
+        std::fs::write(wal_path(&img), &full_wal[..len]).unwrap();
+        let got = recovered(&img);
+        let which = states
+            .iter()
+            .position(|s| *s == got)
+            .unwrap_or_else(|| panic!("WAL torn at {len} bytes recovered {got:?}"));
+        seen.insert(which);
+    }
+    // Every intermediate state is reachable, and the full WAL gives the last.
+    assert_eq!(seen.into_iter().collect::<Vec<_>>(), [0, 1, 2, 3]);
+}

crates/clawhdf5-agent/tests/wal_properties.rs

@@ -0,0 +1,213 @@
+//! Property tests for the write-ahead log.
+//!
+//! A deterministic generator (no external crates, reproducible from the seed
+//! printed on failure) drives thousands of cases through two properties:
+//!
+//! 1. **Round trip** — whatever was appended is read back, in order, intact.
+//! 2. **Prefix under corruption** — after *any* damage to the file (bit flips,
+//!    truncation, inserted or deleted bytes, duplicated or reordered regions),
+//!    reading never panics and yields an exact *prefix* of what was written.
+//!    This is the guarantee the chained CRC exists to provide: replay may stop
+//!    early, but it never returns a corrupted, reordered, or invented entry.
+
+use clawhdf5_agent::wal::{WalEntry, WalEntryType, WalFile};
+
+/// SplitMix64: tiny, well-distributed, and fully determined by its seed.
+struct Rng(u64);
+
+impl Rng {
+    fn next(&mut self) -> u64 {
+        self.0 = self.0.wrapping_add(0x9E37_79B9_7F4A_7C15);
+        let mut z = self.0;
+        z = (z ^ (z >> 30)).wrapping_mul(0xBF58_476D_1CE4_E5B9);
+        z = (z ^ (z >> 27)).wrapping_mul(0x94D0_49BB_1331_11EB);
+        z ^ (z >> 31)
+    }
+
+    fn below(&mut self, n: usize) -> usize {
+        (self.next() % n.max(1) as u64) as usize
+    }
+
+    fn string(&mut self, max_len: usize) -> String {
+        const ALPHABET: &[char] = &['a', 'Z', '0', ' ', '\n', '\0', 'é', '漢', '🦀', '"'];
+        (0..self.below(max_len + 1))
+            .map(|_| ALPHABET[self.below(ALPHABET.len())])
+            .collect()
+    }
+}
+
+/// What a test appended, in a form comparable with what is read back.
+#[derive(Debug, Clone, PartialEq)]
+enum Logged {
+    Save(String, Vec<u32>, String, String, String, u64),
+    Update(usize, String, Vec<u32>, u64),
+    Tombstone(usize, u64),
+}
+
+fn logged(entry: &WalEntry) -> Logged {
+    // Compare floats by bit pattern so NaN payloads and -0.0 count as intact.
+    let bits: Vec<u32> = entry.embedding.iter().map(|f| f.to_bits()).collect();
+    let ts = entry.timestamp.to_bits();
+    match entry.entry_type {
+        WalEntryType::Save => Logged::Save(
+            entry.chunk.clone(),
+            bits,
+            entry.source_channel.clone(),
+            entry.session_id.clone(),
+            entry.tags.clone(),
+            ts,
+        ),
+        WalEntryType::Update => {
+            Logged::Update(entry.update_index.unwrap(), entry.chunk.clone(), bits, ts)
+        }
+        WalEntryType::Tombstone => Logged::Tombstone(entry.tombstone_index.unwrap(), ts),
+        WalEntryType::ActivationUpdate => unreachable!("never written by these tests"),
+    }
+}
+
+/// Append a random mix of records; return what was written.
+fn write_random_wal(path: &std::path::Path, rng: &mut Rng) -> Vec<Logged> {
+    let mut wal = WalFile::open(path).unwrap();
+    let mut written = Vec::new();
+    for _ in 0..rng.below(12) {
+        let timestamp = f64::from_bits(rng.next());
+        if rng.below(5) == 0 {
+            let index = rng.below(1000);
+            wal.append_tombstone(index, timestamp).unwrap();
+            written.push(Logged::Tombstone(index, timestamp.to_bits()));
+            continue;
+        }
+        let update_index = (rng.below(4) == 0).then(|| rng.below(1000));
+        let entry = WalEntry {
+            entry_type: if update_index.is_some() {
+                WalEntryType::Update
+            } else {
+                WalEntryType::Save
+            },
+            timestamp,
+            chunk: rng.string(40),
+            embedding: (0..rng.below(9))
+                .map(|_| f32::from_bits(rng.next() as u32))
+                .collect(),
+            source_channel: rng.string(8),
+            session_id: rng.string(8),
+            tags: rng.string(8),
+            tombstone_index: None,
+            update_index,
+        };
+        wal.append_save(&entry).unwrap();
+        written.push(logged(&entry));
+    }
+    written
+}
+
+fn read_back(path: &std::path::Path) -> Option<Vec<Logged>> {
+    WalFile::read_entries(path)
+        .ok()
+        .map(|entries| entries.iter().map(logged).collect())
+}
+
+#[test]
+fn everything_appended_is_read_back_intact() {
+    let dir = tempfile::TempDir::new().unwrap();
+    for seed in 0..300u64 {
+        let path = dir.path().join(format!("rt-{seed}.wal"));
+        let written = write_random_wal(&path, &mut Rng(seed));
+        assert_eq!(read_back(&path).unwrap(), written, "seed {seed}");
+        // Reopening (which scans and repositions) must not disturb anything.
+        drop(WalFile::open(&path).unwrap());
+        assert_eq!(
+            read_back(&path).unwrap(),
+            written,
+            "seed {seed} after reopen"
+        );
+    }
+}
+
+/// Damage `bytes` in one of several ways.
+fn corrupt(bytes: &mut Vec<u8>, rng: &mut Rng) {
+    if bytes.is_empty() {
+        return;
+    }
+    match rng.below(7) {
+        0 => {
+            let i = rng.below(bytes.len());
+            bytes[i] ^= 1 << rng.below(8);
+        }
+        1 => bytes.truncate(rng.below(bytes.len())),
+        2 => {
+            let i = rng.below(bytes.len() + 1);
+            bytes.insert(i, rng.next() as u8);
+        }
+        3 => {
+            let i = rng.below(bytes.len());
+            bytes.remove(i);
+        }
+        4 => {
+            // Duplicate a region in place (a replayed/duplicated entry).
+            let a = rng.below(bytes.len());
+            let b = a + rng.below(bytes.len() - a);
+            let region = bytes[a..b].to_vec();
+            let at = rng.below(bytes.len() + 1);
+            bytes.splice(at..at, region);
+        }
+        5 => {
+            // Swap two regions (reordered entries).
+            let mid = rng.below(bytes.len());
+            bytes.rotate_left(mid);
+        }
+        _ => {
+            let i = rng.below(bytes.len());
+            let n = rng.below(bytes.len() - i + 1);
+            for b in &mut bytes[i..i + n] {
+                *b = rng.next() as u8;
+            }
+        }
+    }
+}
+
+#[test]
+fn any_corruption_yields_a_prefix_never_a_wrong_entry() {
+    let dir = tempfile::TempDir::new().unwrap();
+    let mut shortened = 0u32;
+    for seed in 0..1500u64 {
+        let mut rng = Rng(seed ^ 0xC0FF_EE00);
+        let path = dir.path().join("c.wal");
+        let _ = std::fs::remove_file(&path);
+        let written = write_random_wal(&path, &mut rng);
+
+        let mut bytes = std::fs::read(&path).unwrap();
+        for _ in 0..=rng.below(3) {
+            corrupt(&mut bytes, &mut rng);
+        }
+        std::fs::write(&path, &bytes).unwrap();
+
+        // An unreadable header is a clean error; anything else is a prefix.
+        if let Some(read) = read_back(&path) {
+            assert!(
+                read.len() <= written.len() && read[..] == written[..read.len()],
+                "seed {seed}: read {read:?}\nis not a prefix of {written:?}"
+            );
+            if read.len() < written.len() {
+                shortened += 1;
+            }
+            // Opening for append repairs the tail; what was readable stays so,
+            // and a new entry lands right after it.
+            if let Ok(mut wal) = WalFile::open(&path) {
+                wal.append_tombstone(7, 1.0).unwrap();
+                drop(wal);
+                let mut expected = read.clone();
+                expected.push(Logged::Tombstone(7, 1.0f64.to_bits()));
+                assert_eq!(
+                    read_back(&path).unwrap(),
+                    expected,
+                    "seed {seed} after repair"
+                );
+            }
+        }
+    }
+    assert!(
+        shortened > 100,
+        "corruption rarely took effect: {shortened}"
+    );
+}

crates/clawhdf5-format/src/attribute.rs

@@ -1,7 +1,9 @@
 //! HDF5 Attribute message parsing (message type 0x000C).
 
 #[cfg(not(feature = "std"))]
-use alloc::{string::String, vec::Vec};
+use alloc::{borrow::Cow, string::String, vec::Vec};
+#[cfg(feature = "std")]
+use std::borrow::Cow;
 
 use crate::attribute_info::AttributeInfoMessage;
 use crate::btree_v2::{BTreeV2Header, collect_btree_v2_records};
@@ -48,17 +50,64 @@ impl AttributeMessage {
     ///
     /// `length_size` is needed for dataspace dimension parsing.
     pub fn parse(data: &[u8], length_size: u8) -> Result<AttributeMessage, FormatError> {
+        Self::parse_impl(data, length_size, None)
+    }
+
+    /// [`AttributeMessage::parse`] with access to the rest of the file, which
+    /// is needed when the attribute's datatype or dataspace is *shared* (v2/v3
+    /// flag bits 0/1) — e.g. an attribute created with a committed datatype.
+    /// In that case the embedded bytes are a reference to the real message,
+    /// not the message. Without file access such an attribute is an error
+    /// rather than a garbage datatype.
+    pub fn parse_in_file(
+        data: &[u8],
+        file_data: &[u8],
+        offset_size: u8,
+        length_size: u8,
+    ) -> Result<AttributeMessage, FormatError> {
+        Self::parse_impl(data, length_size, Some((file_data, offset_size)))
+    }
+
+    fn parse_impl(
+        data: &[u8],
+        length_size: u8,
+        file: Option<(&[u8], u8)>,
+    ) -> Result<AttributeMessage, FormatError> {
         ensure_len(data, 0, 2)?;
         let version = data[0];
 
         match version {
             1 => Self::parse_v1(data, length_size),
-            2 => Self::parse_v2(data, length_size),
-            3 => Self::parse_v3(data, length_size),
+            2 => Self::parse_v2(data, length_size, file),
+            3 => Self::parse_v3(data, length_size, file),
             _ => Err(FormatError::InvalidAttributeVersion(version)),
         }
     }
 
+    /// The bytes of an embedded datatype/dataspace message, following the
+    /// shared-message reference when `shared` is set.
+    fn embedded_message<'a>(
+        bytes: &'a [u8],
+        shared: bool,
+        msg_type: MessageType,
+        length_size: u8,
+        file: Option<(&[u8], u8)>,
+    ) -> Result<Cow<'a, [u8]>, FormatError> {
+        if !shared {
+            return Ok(Cow::Borrowed(bytes));
+        }
+        let (file_data, offset_size) = file.ok_or(FormatError::UnresolvedSharedMessage)?;
+        let shared_ref = shared_message::parse_shared_ref(bytes, offset_size)?;
+        shared_message::resolve_shared_message(
+            file_data,
+            &shared_ref,
+            msg_type,
+            offset_size,
+            length_size,
+        )
+        .map(Cow::Owned)
+    }
+
     fn parse_v1(data: &[u8], length_size: u8) -> Result<AttributeMessage, FormatError> {
         // version(1) + reserved(1) + name_size(2) + datatype_size(2) + dataspace_size(2) = 8
         ensure_len(data, 0, 8)?;
@@ -94,7 +143,13 @@ impl AttributeMessage {
         })
     }
 
-    fn parse_v2(data: &[u8], length_size: u8) -> Result<AttributeMessage, FormatError> {
+    fn parse_v2(
+        data: &[u8],
+        length_size: u8,
+        file: Option<(&[u8], u8)>,
+    ) -> Result<AttributeMessage, FormatError> {
+        // Flags: bit 0 = datatype is shared, bit 1 = dataspace is shared.
+        let flags = data.get(1).copied().unwrap_or(0);
         // version(1) + flags(1) + name_size(2) + datatype_size(2) + dataspace_size(2) = 8
         ensure_len(data, 0, 8)?;
         let name_size = u16::from_le_bytes([data[2], data[3]]) as usize;
@@ -110,12 +165,26 @@ impl AttributeMessage {
 
         // Datatype (NO padding)
         ensure_len(data, pos, datatype_size)?;
-        let (datatype, _) = Datatype::parse(&data[pos..pos + datatype_size])?;
+        let dt_bytes = Self::embedded_message(
+            &data[pos..pos + datatype_size],
+            flags & 0x01 != 0,
+            MessageType::Datatype,
+            length_size,
+            file,
+        )?;
+        let (datatype, _) = Datatype::parse(&dt_bytes)?;
         pos += datatype_size;
 
         // Dataspace (NO padding)
         ensure_len(data, pos, dataspace_size)?;
-        let dataspace = Dataspace::parse(&data[pos..pos + dataspace_size], length_size)?;
+        let ds_bytes = Self::embedded_message(
+            &data[pos..pos + dataspace_size],
+            flags & 0x02 != 0,
+            MessageType::Dataspace,
+            length_size,
+            file,
+        )?;
+        let dataspace = Dataspace::parse(&ds_bytes, length_size)?;
         pos += dataspace_size;
 
         let raw_data = compute_raw_data(data, pos, &dataspace, &datatype);
@@ -128,7 +197,13 @@ impl AttributeMessage {
         })
     }
 
-    fn parse_v3(data: &[u8], length_size: u8) -> Result<AttributeMessage, FormatError> {
+    fn parse_v3(
+        data: &[u8],
+        length_size: u8,
+        file: Option<(&[u8], u8)>,
+    ) -> Result<AttributeMessage, FormatError> {
+        // Flags: bit 0 = datatype is shared, bit 1 = dataspace is shared.
+        let flags = data.get(1).copied().unwrap_or(0);
         // version(1) + flags(1) + name_size(2) + datatype_size(2) + dataspace_size(2) + encoding(1) = 9
         ensure_len(data, 0, 9)?;
         let name_size = u16::from_le_bytes([data[2], data[3]]) as usize;
@@ -145,12 +220,26 @@ impl AttributeMessage {
 
         // Datatype (NO padding)
         ensure_len(data, pos, datatype_size)?;
-        let (datatype, _) = Datatype::parse(&data[pos..pos + datatype_size])?;
+        let dt_bytes = Self::embedded_message(
+            &data[pos..pos + datatype_size],
+            flags & 0x01 != 0,
+            MessageType::Datatype,
+            length_size,
+            file,
+        )?;
+        let (datatype, _) = Datatype::parse(&dt_bytes)?;
         pos += datatype_size;
 
         // Dataspace (NO padding)
         ensure_len(data, pos, dataspace_size)?;
-        let dataspace = Dataspace::parse(&data[pos..pos + dataspace_size], length_size)?;
+        let ds_bytes = Self::embedded_message(
+            &data[pos..pos + dataspace_size],
+            flags & 0x02 != 0,
+            MessageType::Dataspace,
+            length_size,
+            file,
+        )?;
+        let dataspace = Dataspace::parse(&ds_bytes, length_size)?;
         pos += dataspace_size;
 
         let raw_data = compute_raw_data(data, pos, &dataspace, &datatype);
@@ -326,10 +415,20 @@ pub fn extract_attributes_full(
                     offset_size,
                     length_size,
                 )?;
-                let attr = AttributeMessage::parse(&resolved_data, length_size)?;
+                let attr = AttributeMessage::parse_in_file(
+                    &resolved_data,
+                    file_data,
+                    offset_size,
+                    length_size,
+                )?;
                 attrs.push(attr);
             } else {
-                let attr = AttributeMessage::parse(&msg.data, length_size)?;
+                let attr = AttributeMessage::parse_in_file(
+                    &msg.data,
+                    file_data,
+                    offset_size,
+                    length_size,
+                )?;
                 attrs.push(attr);
             }
         }
@@ -399,7 +498,8 @@ fn extract_dense_attributes(
         let attr_data = fh.read_managed_object(file_data, id_bytes, offset_size)?;
 
         // The data in the heap is a complete attribute message
-        let attr = AttributeMessage::parse(&attr_data, length_size)?;
+        let attr =
+            AttributeMessage::parse_in_file(&attr_data, file_data, offset_size, length_size)?;
         attrs.push(attr);
     }
 

crates/clawhdf5-format/src/chunked_read.rs

@@ -362,15 +362,17 @@ pub fn generate_implicit_chunks(
 }
 
 /// Read a chunked dataset, decompressing chunks as needed.
-pub fn read_chunked_data(
+/// Every allocated chunk of a chunked dataset, for any supported chunk index,
+/// plus the spatial chunk dimensions. Chunks the file never allocated (sparse
+/// datasets) are simply absent from the list.
+pub fn list_chunks(
     file_data: &[u8],
     layout: &DataLayout,
     dataspace: &Dataspace,
-    datatype: &Datatype,
-    pipeline: Option<&FilterPipeline>,
+    elem_size: usize,
     offset_size: u8,
     length_size: u8,
-) -> Result<Vec<u8>, FormatError> {
+) -> Result<(Vec<ChunkInfo>, Vec<usize>), FormatError> {
     let (
         chunk_dimensions,
         version,
@@ -404,8 +406,6 @@ pub fn read_chunked_data(
     let addr = addr_opt
         .ok_or_else(|| FormatError::ChunkedReadError("no address for chunked layout".into()))?;
 
-    let elem_size = datatype.type_size() as usize;
-
     // Both v3 and v4 include element size as last dim (rank+1)
     let ndims = chunk_dimensions.len();
     let rank = ndims
@@ -494,6 +494,30 @@ pub fn read_chunked_data(
         }
     };
 
+    Ok((chunks, chunk_dims))
+}
+
+pub fn read_chunked_data(
+    file_data: &[u8],
+    layout: &DataLayout,
+    dataspace: &Dataspace,
+    datatype: &Datatype,
+    pipeline: Option<&FilterPipeline>,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<Vec<u8>, FormatError> {
+    let elem_size = datatype.type_size() as usize;
+    let (chunks, chunk_dims) = list_chunks(
+        file_data,
+        layout,
+        dataspace,
+        elem_size,
+        offset_size,
+        length_size,
+    )?;
+    let rank = chunk_dims.len();
+    let ds_dims: Vec<usize> = dataspace.dimensions.iter().map(|&d| d as usize).collect();
+
     // Assemble output
     let total_bytes = checked_byte_len(dataspace.checked_num_elements()?, elem_size)?;
     if total_bytes == 0 {

crates/clawhdf5-format/src/data_read.rs

@@ -600,7 +600,7 @@ fn read_named_dataset_raw(
 }
 
 /// Extract selected elements from a full dataset buffer.
-fn extract_selection_from_buffer(
+pub fn extract_selection_from_buffer(
     full_data: &[u8],
     dims: &[u64],
     elem_size: usize,

crates/clawhdf5-format/src/error.rs

@@ -114,6 +114,20 @@ pub enum FormatError {
     InvalidAttributeInfoVersion(u8),
     /// Invalid shared message version.
     InvalidSharedMessageVersion(u8),
+    /// A message is marked shared but was parsed without access to the file,
+    /// so the reference to the real message could not be followed.
+    UnresolvedSharedMessage,
+    /// The dataset's raw data is stored in external files (External Data
+    /// Files message), which this reader does not follow.
+    ExternalDataFilesUnsupported,
+    /// The path goes through an external link (a link into another file),
+    /// which this reader does not follow.
+    ExternalLinkUnsupported {
+        /// The file the link points into.
+        filename: String,
+        /// The object path within that file.
+        object_path: String,
+    },
     /// Invalid SOHM table version.
     InvalidSohmTableVersion(u8),
     /// Invalid SOHM table signature (expected "SMTB").
@@ -307,6 +321,22 @@ impl fmt::Display for FormatError {
             FormatError::InvalidSharedMessageVersion(v) => {
                 write!(f, "invalid shared message version: {v}")
             }
+            FormatError::ExternalLinkUnsupported {
+                filename,
+                object_path,
+            } => write!(
+                f,
+                "path goes through an external link to {object_path} in {filename}, which is \
+                 not supported"
+            ),
+            FormatError::ExternalDataFilesUnsupported => write!(
+                f,
+                "dataset raw data is stored in external file(s), which is not supported"
+            ),
+            FormatError::UnresolvedSharedMessage => write!(
+                f,
+                "message is shared but no file data was available to resolve it"
+            ),
             FormatError::InvalidSohmTableVersion(v) => {
                 write!(f, "invalid SOHM table version: {v}")
             }

crates/clawhdf5-format/src/fill_value.rs

@@ -0,0 +1,407 @@
+//! Fill Value messages (0x0005, and the old 0x0004) and applying them on read.
+//!
+//! HDF5 allocates storage lazily: a chunk nobody wrote to does not exist in the
+//! file, and a contiguous dataset nobody wrote to has no data address at all.
+//! Reading such a region must yield the dataset's *fill value* (zeros unless
+//! the creator chose otherwise). The readers in [`crate::chunked_read`] leave
+//! those regions zeroed; [`apply_to_unallocated_chunks`] then overwrites exactly
+//! the chunk-grid cells that are absent from the chunk index — so it can never
+//! mistake a stored zero for a hole — and is skipped entirely in the common
+//! case of a zero fill value.
+
+#[cfg(not(feature = "std"))]
+use alloc::{format, vec, vec::Vec};
+
+use crate::chunked_read::{alloc_output, checked_byte_len, list_chunks};
+use crate::data_layout::DataLayout;
+use crate::dataspace::Dataspace;
+use crate::error::FormatError;
+use crate::message_type::MessageType;
+use crate::object_header::HeaderMessage;
+
+/// Largest fill value accepted. A fill value is one element of the dataset's
+/// datatype; this only bounds the allocation driven by the message's size field.
+const MAX_FILL_VALUE_SIZE: usize = 1 << 20;
+
+/// Parse a Fill Value message, returning the user-defined fill value bytes, or
+/// `None` when the dataset uses the default (all zeros) or has the fill value
+/// explicitly undefined.
+pub fn parse_fill_value(msg: &HeaderMessage) -> Result<Option<Vec<u8>>, FormatError> {
+    let data = msg.data.as_slice();
+    let value_at = |pos: usize| -> Result<Option<Vec<u8>>, FormatError> {
+        let size_bytes = data.get(pos..pos + 4).ok_or(FormatError::UnexpectedEof {
+            expected: pos + 4,
+            available: data.len(),
+        })?;
+        let size = u32::from_le_bytes([size_bytes[0], size_bytes[1], size_bytes[2], size_bytes[3]])
+            as usize;
+        if size == 0 {
+            return Ok(None);
+        }
+        if size > MAX_FILL_VALUE_SIZE {
+            return Err(FormatError::Overflow(format!(
+                "fill value of {size} bytes exceeds the {MAX_FILL_VALUE_SIZE}-byte limit"
+            )));
+        }
+        let start = pos + 4;
+        let value =
+            data.get(start..start.saturating_add(size))
+                .ok_or(FormatError::UnexpectedEof {
+                    expected: start.saturating_add(size),
+                    available: data.len(),
+                })?;
+        Ok(Some(value.to_vec()))
+    };
+
+    match msg.msg_type {
+        // Old fill value message: size(4), value.
+        MessageType::FillValueOld => value_at(0),
+        MessageType::FillValue => {
+            let version = *data.first().ok_or(FormatError::UnexpectedEof {
+                expected: 1,
+                available: 0,
+            })?;
+            match version {
+                // version, alloc time, write time, defined, [size, value]
+                1 | 2 => {
+                    let defined = *data.get(3).ok_or(FormatError::UnexpectedEof {
+                        expected: 4,
+                        available: data.len(),
+                    })?;
+                    if version == 2 && defined == 0 {
+                        Ok(None)
+                    } else if data.len() < 8 && version == 1 {
+                        // v1 always carries a size, but tolerate its absence.
+                        Ok(None)
+                    } else {
+                        value_at(4)
+                    }
+                }
+                // version, flags (bit 4 = undefined, bit 5 = defined), [size, value]
+                3 => {
+                    let flags = *data.get(1).ok_or(FormatError::UnexpectedEof {
+                        expected: 2,
+                        available: data.len(),
+                    })?;
+                    if flags & 0x10 != 0 || flags & 0x20 == 0 {
+                        Ok(None)
+                    } else {
+                        value_at(2)
+                    }
+                }
+                v => Err(FormatError::UnsupportedVersion(v)),
+            }
+        }
+        _ => Ok(None),
+    }
+}
+
+/// The fill value that applies to a dataset given its header messages. The new
+/// message wins over the old one when both are present.
+pub fn dataset_fill_value(messages: &[HeaderMessage]) -> Result<Option<Vec<u8>>, FormatError> {
+    for wanted in [MessageType::FillValue, MessageType::FillValueOld] {
+        if let Some(msg) = messages.iter().find(|m| m.msg_type == wanted) {
+            if crate::shared_message::is_shared(msg.flags) {
+                // A shared fill value is legal but vanishingly rare; treat it
+                // as the default rather than misparsing the reference.
+                return Ok(None);
+            }
+            if let Some(value) = parse_fill_value(msg)? {
+                return Ok(Some(value));
+            }
+        }
+    }
+    Ok(None)
+}
+
+/// `true` when a fill value is absent or all zeros, i.e. identical to what the
+/// readers already produce for unallocated storage.
+pub fn is_default(fill: Option<&[u8]>) -> bool {
+    fill.is_none_or(|f| f.iter().all(|&b| b == 0))
+}
+
+/// A whole dataset's worth of fill value: what reading a dataset with no
+/// allocated storage at all must return.
+pub fn filled_dataset(
+    dataspace: &Dataspace,
+    elem_size: usize,
+    fill: Option<&[u8]>,
+) -> Result<Vec<u8>, FormatError> {
+    let total = checked_byte_len(dataspace.checked_num_elements()?, elem_size)?;
+    let mut out = alloc_output(total)?;
+    if let Some(fill) = fill.filter(|f| f.len() == elem_size && !is_default(Some(f))) {
+        for element in out.chunks_exact_mut(elem_size) {
+            element.copy_from_slice(fill);
+        }
+    }
+    Ok(out)
+}
+
+/// Whether the layout has any storage in the file at all. A dataset that was
+/// created but never written to has none.
+pub fn has_storage(layout: &DataLayout) -> bool {
+    !matches!(
+        layout,
+        DataLayout::Contiguous { address: None, .. }
+            | DataLayout::Chunked {
+                btree_address: None,
+                ..
+            }
+    )
+}
+
+/// Run a full-dataset `read`, giving unallocated storage its fill value: a
+/// dataset with no storage at all reads as entirely fill value (instead of
+/// failing), and a chunked dataset has the fill value written into every
+/// chunk the file never allocated.
+#[allow(clippy::too_many_arguments)]
+pub fn read_full_with_fill<E: From<FormatError>>(
+    messages: &[HeaderMessage],
+    file_data: &[u8],
+    layout: &DataLayout,
+    dataspace: &Dataspace,
+    elem_size: usize,
+    offset_size: u8,
+    length_size: u8,
+    read: impl FnOnce() -> Result<Vec<u8>, E>,
+) -> Result<Vec<u8>, E> {
+    // A dataset with external raw data also has no data address in this
+    // file. It is NOT unallocated — its values live elsewhere — so it must
+    // never be answered with the fill value.
+    if messages
+        .iter()
+        .any(|m| m.msg_type == MessageType::ExternalDataFiles)
+    {
+        return Err(FormatError::ExternalDataFilesUnsupported.into());
+    }
+    let fill = dataset_fill_value(messages)?;
+    if !has_storage(layout) {
+        return Ok(filled_dataset(dataspace, elem_size, fill.as_deref())?);
+    }
+    let mut output = read()?;
+    apply_to_unallocated_chunks(
+        &mut output,
+        file_data,
+        layout,
+        dataspace,
+        elem_size,
+        fill.as_deref(),
+        offset_size,
+        length_size,
+    )?;
+    Ok(output)
+}
+
+/// Overwrite, in a fully read chunked dataset `output`, every region whose
+/// chunk was never allocated with `fill`. No-op for non-chunked layouts, a
+/// default fill value, or a fill value whose size doesn't match the element.
+#[allow(clippy::too_many_arguments)]
+pub fn apply_to_unallocated_chunks(
+    output: &mut [u8],
+    file_data: &[u8],
+    layout: &DataLayout,
+    dataspace: &Dataspace,
+    elem_size: usize,
+    fill: Option<&[u8]>,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<(), FormatError> {
+    let Some(fill) = fill.filter(|f| f.len() == elem_size && !is_default(Some(f))) else {
+        return Ok(());
+    };
+    if !matches!(layout, DataLayout::Chunked { .. }) || elem_size == 0 {
+        return Ok(());
+    }
+    let (chunks, chunk_dims) = list_chunks(
+        file_data,
+        layout,
+        dataspace,
+        elem_size,
+        offset_size,
+        length_size,
+    )?;
+    let rank = chunk_dims.len();
+    let ds_dims: Vec<usize> = dataspace.dimensions.iter().map(|&d| d as usize).collect();
+    if rank == 0 || ds_dims.len() != rank || chunk_dims.contains(&0) {
+        return Ok(());
+    }
+
+    // Row-major strides over the dataset and over the chunk grid.
+    let mut ds_strides = vec![1usize; rank];
+    for i in (0..rank - 1).rev() {
+        ds_strides[i] = ds_strides[i + 1].saturating_mul(ds_dims[i + 1]);
+    }
+    let grid: Vec<usize> = ds_dims
+        .iter()
+        .zip(&chunk_dims)
+        .map(|(&d, &c)| d.div_ceil(c))
+        .collect();
+    let cells = grid
+        .iter()
+        .try_fold(1usize, |acc, &g| acc.checked_mul(g))
+        .ok_or_else(|| FormatError::Overflow("chunk grid size overflows".into()))?;
+    if cells == 0 {
+        return Ok(());
+    }
+
+    let mut allocated = vec![false; cells];
+    for chunk in &chunks {
+        // Undefined address: the index has a slot for the chunk but no storage.
+        if chunk.address == u64::MAX || chunk.offsets.len() < rank {
+            continue;
+        }
+        let mut cell = 0usize;
+        let mut in_range = true;
+        for d in 0..rank {
+            let coord = chunk.offsets[d] as usize / chunk_dims[d];
+            if coord >= grid[d] {
+                in_range = false;
+                break;
+            }
+            cell = cell * grid[d] + coord;
+        }
+        if in_range {
+            allocated[cell] = true;
+        }
+    }
+
+    let mut coord = vec![0usize; rank];
+    for (cell, is_allocated) in allocated.iter().enumerate() {
+        if *is_allocated {
+            continue;
+        }
+        // Decode the cell index into grid coordinates.
+        let mut rem = cell;
+        for d in (0..rank).rev() {
+            coord[d] = rem % grid[d];
+            rem /= grid[d];
+        }
+        fill_cell(
+            output,
+            &coord,
+            &chunk_dims,
+            &ds_dims,
+            &ds_strides,
+            elem_size,
+            fill,
+        );
+    }
+    Ok(())
+}
+
+/// Fill the part of chunk-grid cell `coord` that lies inside the dataset.
+fn fill_cell(
+    output: &mut [u8],
+    coord: &[usize],
+    chunk_dims: &[usize],
+    ds_dims: &[usize],
+    ds_strides: &[usize],
+    elem_size: usize,
+    fill: &[u8],
+) {
+    let rank = coord.len();
+    let start: Vec<usize> = (0..rank).map(|d| coord[d] * chunk_dims[d]).collect();
+    let end: Vec<usize> = (0..rank)
+        .map(|d| (start[d] + chunk_dims[d]).min(ds_dims[d]))
+        .collect();
+    if (0..rank).any(|d| start[d] >= end[d]) {
+        return;
+    }
+    // Walk every row (all dims but the last) and fill the run along the last.
+    let run = end[rank - 1] - start[rank - 1];
+    let mut idx = start.clone();
+    loop {
+        let first: usize = (0..rank).map(|d| idx[d] * ds_strides[d]).sum();
+        let from = first * elem_size;
+        let to = from + run * elem_size;
+        if let Some(region) = output.get_mut(from..to) {
+            for element in region.chunks_exact_mut(elem_size) {
+                element.copy_from_slice(fill);
+            }
+        }
+        // Advance the odometer over dims 0..rank-1.
+        let mut d = rank - 1;
+        loop {
+            if d == 0 {
+                return;
+            }
+            d -= 1;
+            idx[d] += 1;
+            if idx[d] < end[d] {
+                break;
+            }
+            idx[d] = start[d];
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn msg(msg_type: MessageType, data: &[u8]) -> HeaderMessage {
+        HeaderMessage {
+            msg_type,
+            size: data.len(),
+            flags: 0,
+            creation_order: None,
+            data: data.to_vec(),
+        }
+    }
+
+    #[test]
+    fn parses_v3_defined_undefined_and_default() {
+        // Real message for h5py `fillvalue=-1` on an i4 dataset (HDF5 2.0).
+        let defined = msg(
+            MessageType::FillValue,
+            &[3, 0x2b, 4, 0, 0, 0, 0xff, 0xff, 0xff, 0xff],
+        );
+        assert_eq!(parse_fill_value(&defined).unwrap(), Some(vec![0xff; 4]));
+        let default = msg(MessageType::FillValue, &[3, 0x0a]);
+        assert_eq!(parse_fill_value(&default).unwrap(), None);
+        let undefined = msg(MessageType::FillValue, &[3, 0x19]);
+        assert_eq!(parse_fill_value(&undefined).unwrap(), None);
+    }
+
+    #[test]
+    fn parses_v2_and_old_messages() {
+        let v2 = msg(MessageType::FillValue, &[2, 2, 2, 1, 2, 0, 0, 0, 7, 0]);
+        assert_eq!(parse_fill_value(&v2).unwrap(), Some(vec![7, 0]));
+        let v2_undefined = msg(MessageType::FillValue, &[2, 2, 2, 0]);
+        assert_eq!(parse_fill_value(&v2_undefined).unwrap(), None);
+        let old = msg(MessageType::FillValueOld, &[2, 0, 0, 0, 9, 9]);
+        assert_eq!(parse_fill_value(&old).unwrap(), Some(vec![9, 9]));
+    }
+
+    #[test]
+    fn truncated_or_oversized_fill_is_an_error() {
+        let short = msg(MessageType::FillValue, &[3, 0x29, 4, 0, 0, 0, 0xff]);
+        assert!(parse_fill_value(&short).is_err());
+        let huge = msg(MessageType::FillValue, &[3, 0x29, 0xff, 0xff, 0xff, 0x7f]);
+        assert!(matches!(
+            parse_fill_value(&huge),
+            Err(FormatError::Overflow(_))
+        ));
+    }
+
+    #[test]
+    fn fill_cell_clips_edge_chunks_in_2d() {
+        // 3x5 dataset, 2x2 chunks; fill grid cell (1, 2): rows 2..3, cols 4..5.
+        let mut out = vec![0u8; 15];
+        fill_cell(&mut out, &[1, 2], &[2, 2], &[3, 5], &[5, 1], 1, &[9]);
+        let mut expected = vec![0u8; 15];
+        expected[2 * 5 + 4] = 9;
+        assert_eq!(out, expected);
+
+        // Interior cell (0, 1): rows 0..2, cols 2..4.
+        let mut out = vec![0u8; 15];
+        fill_cell(&mut out, &[0, 1], &[2, 2], &[3, 5], &[5, 1], 1, &[7]);
+        let filled: Vec<usize> = out
+            .iter()
+            .enumerate()
+            .filter(|(_, b)| **b == 7)
+            .map(|(i, _)| i)
+            .collect();
+        assert_eq!(filled, [2, 3, 7, 8]);
+    }
+}

crates/clawhdf5-format/src/group_v1.rs

@@ -60,6 +60,54 @@ pub fn resolve_v1_group_entries(
     Ok(entries)
 }
 
+/// Symbol table cache type for a soft link: the scratch pad's first four bytes
+/// are the local-heap offset of the link's target path, and the entry's object
+/// header address is undefined.
+const CACHE_TYPE_SOFT_LINK: u32 = 2;
+
+/// The target path of the soft link called `name` in a v1 group, if any.
+pub fn find_v1_soft_link(
+    file_data: &[u8],
+    sym_table_msg: &SymbolTableMessage,
+    name: &str,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<Option<String>, FormatError> {
+    let heap = LocalHeap::parse(
+        file_data,
+        sym_table_msg.local_heap_address as usize,
+        offset_size,
+        length_size,
+    )?;
+    let snod_addrs = collect_symbol_table_nodes(
+        file_data,
+        sym_table_msg.btree_address,
+        offset_size,
+        length_size,
+    )?;
+    for snod_addr in snod_addrs {
+        let snod = SymbolTableNode::parse(file_data, snod_addr as usize, offset_size)?;
+        for entry in &snod.entries {
+            if entry.cache_type != CACHE_TYPE_SOFT_LINK {
+                continue;
+            }
+            if heap.read_string(file_data, entry.link_name_offset)? != name {
+                continue;
+            }
+            let value_offset = u32::from_le_bytes([
+                entry.scratch_pad[0],
+                entry.scratch_pad[1],
+                entry.scratch_pad[2],
+                entry.scratch_pad[3],
+            ]);
+            return heap
+                .read_string(file_data, u64::from(value_offset))
+                .map(Some);
+        }
+    }
+    Ok(None)
+}
+
 /// Extract the SymbolTableMessage from an object header's messages.
 fn find_symbol_table_message(
     obj_header: &ObjectHeader,

crates/clawhdf5-format/src/group_v2.rs

@@ -63,14 +63,15 @@ fn resolve_compact_entries(
     Ok(entries)
 }
 
-/// Resolve entries from dense storage (fractal heap + B-tree v2).
-fn resolve_dense_entries(
+/// Visit every link in dense storage (fractal heap + B-tree v2 name index).
+fn for_each_dense_link(
     file_data: &[u8],
     link_info: &LinkInfoMessage,
     fh_addr: u64,
     offset_size: u8,
     length_size: u8,
-) -> Result<Vec<GroupEntry>, FormatError> {
+    mut visit: impl FnMut(LinkMessage),
+) -> Result<(), FormatError> {
     // Parse fractal heap
     let fh = FractalHeapHeader::parse(file_data, fh_addr as usize, offset_size, length_size)?;
 
@@ -81,7 +82,6 @@ fn resolve_dense_entries(
     let btree_hdr = BTreeV2Header::parse(file_data, btree_addr as usize, offset_size, length_size)?;
     let records = collect_btree_v2_records(file_data, &btree_hdr, offset_size, length_size)?;
 
-    let mut entries = Vec::new();
     for record in &records {
         // For type 5 (name index): hash(4) + heap_id(heap_id_length)
         // For type 6 (creation order): creation_order(8) + heap_id(heap_id_length)
@@ -98,9 +98,27 @@ fn resolve_dense_entries(
 
         // Read managed object from fractal heap
         let link_data = fh.read_managed_object(file_data, id_bytes, offset_size)?;
+        visit(LinkMessage::parse(&link_data, offset_size)?);
+    }
+    Ok(())
+}
 
-        // Parse as Link message
-        let link = LinkMessage::parse(&link_data, offset_size)?;
+/// Resolve entries from dense storage (fractal heap + B-tree v2).
+fn resolve_dense_entries(
+    file_data: &[u8],
+    link_info: &LinkInfoMessage,
+    fh_addr: u64,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<Vec<GroupEntry>, FormatError> {
+    let mut entries = Vec::new();
+    for_each_dense_link(
+        file_data,
+        link_info,
+        fh_addr,
+        offset_size,
+        length_size,
+        |link| {
             if let LinkTarget::Hard {
                 object_header_address,
             } = link.link_target
@@ -111,11 +129,65 @@ fn resolve_dense_entries(
                     cache_type: 0,
                 });
             }
-    }
-
+        },
+    )?;
     Ok(entries)
 }
 
+/// The soft or external link called `name` in this group, if there is one.
+/// Hard links are what `resolve_group_entries` returns; this is consulted only
+/// when a path component isn't among them.
+fn find_symbolic_link(
+    file_data: &[u8],
+    object_header: &ObjectHeader,
+    name: &str,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<Option<LinkTarget>, FormatError> {
+    if is_v1_group(object_header) {
+        let Some(sym_msg) = object_header
+            .messages
+            .iter()
+            .find(|m| m.msg_type == MessageType::SymbolTable)
+        else {
+            return Ok(None);
+        };
+        let stm = SymbolTableMessage::parse(&sym_msg.data, offset_size)?;
+        return group_v1::find_v1_soft_link(file_data, &stm, name, offset_size, length_size)
+            .map(|target| target.map(|target_path| LinkTarget::Soft { target_path }));
+    }
+    if !is_v2_group(object_header) {
+        return Ok(None);
+    }
+    let is_symbolic = |t: &LinkTarget| !matches!(t, LinkTarget::Hard { .. });
+    let link_info = find_link_info(object_header, offset_size)?;
+    let mut found = None;
+    if let Some(fh_addr) = link_info.fractal_heap_address {
+        for_each_dense_link(
+            file_data,
+            &link_info,
+            fh_addr,
+            offset_size,
+            length_size,
+            |link| {
+                if link.name == name && is_symbolic(&link.link_target) {
+                    found = Some(link.link_target);
+                }
+            },
+        )?;
+    } else {
+        for msg in &object_header.messages {
+            if msg.msg_type == MessageType::Link {
+                let link = LinkMessage::parse(&msg.data, offset_size)?;
+                if link.name == name && is_symbolic(&link.link_target) {
+                    found = Some(link.link_target);
+                }
+            }
+        }
+    }
+    Ok(found)
+}
+
 /// Find and parse the Link Info message from an object header.
 fn find_link_info(
     object_header: &ObjectHeader,
@@ -158,6 +230,19 @@ pub fn resolve_path_any(
     file_data: &[u8],
     superblock: &Superblock,
     path: &str,
+) -> Result<u64, FormatError> {
+    resolve_path_following_links(file_data, superblock, path, 0)
+}
+
+/// Soft links followed while resolving one path. Guards against link cycles
+/// (`a -> b -> a`), which are legal to create.
+const MAX_SOFT_LINK_DEPTH: u8 = 16;
+
+fn resolve_path_following_links(
+    file_data: &[u8],
+    superblock: &Superblock,
+    path: &str,
+    depth: u8,
 ) -> Result<u64, FormatError> {
     let components: Vec<&str> = path.split('/').filter(|s| !s.is_empty()).collect();
     if components.is_empty() {
@@ -176,7 +261,9 @@ pub fn resolve_path_any(
     for (i, component) in components.iter().enumerate() {
         let entries = resolve_group_entries(file_data, &current_header, os, ls)?;
 
-        let found = entries.iter().find(|e| e.name == *component);
+        let found = entries
+            .iter()
+            .find(|e| e.name == *component && e.object_header_address != u64::MAX);
         match found {
             Some(entry) => {
                 if i == components.len() - 1 {
@@ -186,7 +273,37 @@ pub fn resolve_path_any(
                 current_header = ObjectHeader::parse(file_data, current_addr as usize, os, ls)?;
             }
             None => {
-                return Err(FormatError::PathNotFound(String::from(*component)));
+                return match find_symbolic_link(file_data, &current_header, component, os, ls)? {
+                    Some(LinkTarget::Soft { target_path }) => {
+                        if depth >= MAX_SOFT_LINK_DEPTH {
+                            return Err(FormatError::NestingDepthExceeded);
+                        }
+                        // A relative target is relative to the group holding
+                        // the link; then the rest of the original path.
+                        let mut full = String::new();
+                        if !target_path.starts_with('/') {
+                            for parent in &components[..i] {
+                                full.push('/');
+                                full.push_str(parent);
+                            }
+                        }
+                        full.push('/');
+                        full.push_str(&target_path);
+                        for rest in &components[i + 1..] {
+                            full.push('/');
+                            full.push_str(rest);
+                        }
+                        resolve_path_following_links(file_data, superblock, &full, depth + 1)
+                    }
+                    Some(LinkTarget::External {
+                        filename,
+                        object_path,
+                    }) => Err(FormatError::ExternalLinkUnsupported {
+                        filename,
+                        object_path,
+                    }),
+                    _ => Err(FormatError::PathNotFound(String::from(*component))),
+                };
             }
         }
     }

crates/clawhdf5-format/src/lib.rs

@@ -67,6 +67,7 @@ pub mod ea_writer;
 pub mod error;
 pub mod extensible_array;
 pub mod file_writer;
+pub mod fill_value;
 pub mod filter_pipeline;
 pub mod filters;
 mod filters_szip;

crates/clawhdf5-format/src/message_type.rs

@@ -9,6 +9,9 @@ pub enum MessageType {
     Datatype,
     FillValueOld,
     FillValue,
+    /// External Data Files (0x0007): the dataset's raw data lives in other
+    /// files, listed by this message.
+    ExternalDataFiles,
     Link,
     DataLayout,
     GroupInfo,
@@ -36,6 +39,7 @@ impl MessageType {
             0x0004 => MessageType::FillValueOld,
             0x0005 => MessageType::FillValue,
             0x0006 => MessageType::Link,
+            0x0007 => MessageType::ExternalDataFiles,
             0x0008 => MessageType::DataLayout,
             0x000A => MessageType::GroupInfo,
             0x000B => MessageType::FilterPipeline,
@@ -60,6 +64,7 @@ impl MessageType {
             MessageType::Datatype => 0x0003,
             MessageType::FillValueOld => 0x0004,
             MessageType::FillValue => 0x0005,
+            MessageType::ExternalDataFiles => 0x0007,
             MessageType::Link => 0x0006,
             MessageType::DataLayout => 0x0008,
             MessageType::GroupInfo => 0x000A,
@@ -90,6 +95,7 @@ mod tests {
             (0x0003, MessageType::Datatype),
             (0x0004, MessageType::FillValueOld),
             (0x0005, MessageType::FillValue),
+            (0x0007, MessageType::ExternalDataFiles),
             (0x0006, MessageType::Link),
             (0x0008, MessageType::DataLayout),
             (0x000A, MessageType::GroupInfo),
@@ -119,8 +125,13 @@ mod tests {
 
     #[test]
     fn unknown_type_zero_gap() {
-        // 0x0007 is not a defined type
-        let mt = MessageType::from_u16(0x0007);
-        assert_eq!(mt, MessageType::Unknown(0x0007));
+        // 0x0009 is reserved for the library's own testing; no file uses it.
+        let mt = MessageType::from_u16(0x0009);
+        assert_eq!(mt, MessageType::Unknown(0x0009));
+        // 0x0007 used to be treated as unknown: it is External Data Files.
+        assert_eq!(
+            MessageType::from_u16(0x0007),
+            MessageType::ExternalDataFiles
+        );
     }
 }

crates/clawhdf5-format/src/shared_message.rs

@@ -16,8 +16,12 @@
 //! - SMLI list structure: simple list of shared message entries
 //! - B-tree v2 type 7: indexed shared message entries
 
+#[cfg(not(feature = "std"))]
+use alloc::borrow::Cow;
 #[cfg(not(feature = "std"))]
 use alloc::vec::Vec;
+#[cfg(feature = "std")]
+use std::borrow::Cow;
 
 use crate::btree_v2::{BTreeV2Header, collect_btree_v2_records};
 use crate::error::FormatError;
@@ -28,6 +32,14 @@ use crate::object_header::ObjectHeader;
 /// Fractal heap ID length for SOHM entries (fixed at 8 bytes).
 const FHEAP_ID_LEN: usize = 8;
 
+/// Shared-message `type` values (version 3 encoding).
+/// The message is in the file's shared-message (SOHM) fractal heap.
+const SHARE_TYPE_SOHM: u8 = 1;
+/// The message is in another object's header (a committed/named datatype).
+const SHARE_TYPE_COMMITTED: u8 = 2;
+/// The message is stored here but is sharable.
+const SHARE_TYPE_HERE: u8 = 3;
+
 /// A resolved shared message reference.
 #[derive(Debug, Clone)]
 pub struct SharedMessageRef {
@@ -35,9 +47,10 @@ pub struct SharedMessageRef {
     pub ref_type: u8,
     /// Version of the shared message encoding.
     pub version: u8,
-    /// Address of the object header containing the shared message (type 1, 3).
+    /// Address of the object header holding the message (committed). Set for
+    /// every v1/v2 reference and for v3 types 2 and 3.
     pub object_header_address: Option<u64>,
-    /// Fractal heap ID for type 2 (SOHM) references.
+    /// Fractal heap ID for a v3 SOHM (type 1) reference.
     pub heap_id: Option<[u8; FHEAP_ID_LEN]>,
 }
 
@@ -146,35 +159,27 @@ pub fn parse_shared_ref(data: &[u8], offset_size: u8) -> Result<SharedMessageRef
     let version = data[0];
     let ref_type = data[1];
 
-    match version {
-        1 | 2 => {
-            // v1/v2: reserved(6) + address(offset_size)
-            let pos = 2 + 6; // skip reserved bytes
+    // Layouts (HDF5 spec IV.A.2 "Shared Message", and libhdf5's decoder):
+    //   v1: version, type, reserved(6), address     — always "committed"
+    //   v2: version, type, address                  — always "committed"
+    //   v3: version, type, then a fractal-heap ID if type == SOHM, otherwise
+    //       an address
+    // Verified against h5py/HDF5 2.0 output, which writes `02 02 <address>`
+    // for a dataset using a committed datatype under both default and
+    // `latest` libver bounds.
+    let address_at = |pos: usize| -> Result<SharedMessageRef, FormatError> {
         ensure_len(data, pos, offset_size as usize)?;
-            let addr = read_offset(data, pos, offset_size)?;
         Ok(SharedMessageRef {
             ref_type,
             version,
-                object_header_address: Some(addr),
+            object_header_address: Some(read_offset(data, pos, offset_size)?),
             heap_id: None,
         })
-        }
-        3 => {
-            match ref_type {
-                1 | 3 => {
-                    // type 1/3: message in another object header
-                    // v3 layout: version(1) + type(1) + address(offset_size)
-                    ensure_len(data, 2, offset_size as usize)?;
-                    let addr = read_offset(data, 2, offset_size)?;
-                    Ok(SharedMessageRef {
-                        ref_type,
-                        version,
-                        object_header_address: Some(addr),
-                        heap_id: None,
-                    })
-                }
-                2 => {
-                    // type 2: SOHM table (fractal heap ID)
+    };
+    match version {
+        1 => address_at(2 + 6),
+        2 => address_at(2),
+        3 if ref_type == SHARE_TYPE_SOHM => {
             ensure_len(data, 2, FHEAP_ID_LEN)?;
             let mut id = [0u8; FHEAP_ID_LEN];
             id.copy_from_slice(&data[2..2 + FHEAP_ID_LEN]);
@@ -185,9 +190,8 @@ pub fn parse_shared_ref(data: &[u8], offset_size: u8) -> Result<SharedMessageRef
                 heap_id: Some(id),
             })
         }
-                _ => Err(FormatError::InvalidSharedMessageVersion(ref_type)),
-            }
-        }
+        3 if ref_type == SHARE_TYPE_COMMITTED || ref_type == SHARE_TYPE_HERE => address_at(2),
+        3 => Err(FormatError::InvalidSharedMessageVersion(ref_type)),
         _ => Err(FormatError::InvalidSharedMessageVersion(version)),
     }
 }
@@ -422,6 +426,35 @@ pub fn resolve_sohm_message(
     fh_header.read_managed_object(file_data, heap_id, offset_size)
 }
 
+/// The payload of an object-header message, following the indirection if the
+/// message is *shared* (header flag bit 1).
+///
+/// A shared message's bytes are not the message itself but a reference to
+/// where it lives — e.g. a dataset created with a committed (named) datatype
+/// stores only a pointer to that datatype's object header. Every reader of a
+/// message that may be shared (datatype, dataspace, fill value, filter
+/// pipeline, attribute) must go through this; parsing the reference bytes as
+/// the message yields garbage rather than an error.
+pub fn message_data<'a>(
+    file_data: &[u8],
+    msg: &'a crate::object_header::HeaderMessage,
+    offset_size: u8,
+    length_size: u8,
+) -> Result<Cow<'a, [u8]>, FormatError> {
+    if !is_shared(msg.flags) {
+        return Ok(Cow::Borrowed(&msg.data));
+    }
+    let shared_ref = parse_shared_ref(&msg.data, offset_size)?;
+    resolve_shared_message(
+        file_data,
+        &shared_ref,
+        msg.msg_type,
+        offset_size,
+        length_size,
+    )
+    .map(Cow::Owned)
+}
+
 /// Resolve a shared message to its actual message data.
 ///
 /// For type 1/3 (shared in another object header), reads the target object header
@@ -453,14 +486,14 @@ pub fn resolve_shared_message_with_sohm(
     length_size: u8,
     sohm_table: Option<&SohmTable>,
 ) -> Result<Vec<u8>, FormatError> {
-    match shared_ref.ref_type {
-        1 | 3 => {
-            let addr = shared_ref
-                .object_header_address
-                .ok_or(FormatError::UnexpectedEof {
-                    expected: 1,
-                    available: 0,
-                })?;
+    // Dispatch on what the reference carries rather than on `ref_type`: v1/v2
+    // references are always an object-header address whatever their type
+    // byte says.
+    match (
+        shared_ref.object_header_address,
+        shared_ref.heap_id.as_ref(),
+    ) {
+        (Some(addr), _) => {
             let target_header =
                 ObjectHeader::parse(file_data, addr as usize, offset_size, length_size)?;
             for msg in &target_header.messages {
@@ -487,11 +520,7 @@ pub fn resolve_shared_message_with_sohm(
                 available: 0,
             })
         }
-        2 => {
-            let heap_id = shared_ref
-                .heap_id
-                .as_ref()
-                .ok_or(FormatError::InvalidSharedMessageVersion(2))?;
+        (None, Some(heap_id)) => {
             let table = sohm_table.ok_or(FormatError::InvalidSharedMessageVersion(2))?;
             resolve_sohm_message(
                 file_data,
@@ -502,7 +531,7 @@ pub fn resolve_shared_message_with_sohm(
                 length_size,
             )
         }
-        _ => Err(FormatError::InvalidSharedMessageVersion(
+        (None, None) => Err(FormatError::InvalidSharedMessageVersion(
             shared_ref.ref_type,
         )),
     }
@@ -522,15 +551,15 @@ mod tests {
     }
 
     #[test]
-    fn parse_v3_type1_ref() {
+    fn parse_v3_committed_ref() {
         let mut data = Vec::new();
         data.push(3); // version
-        data.push(1); // type 1 = shared in another OH
+        data.push(SHARE_TYPE_COMMITTED); // message lives in another object header
         data.extend_from_slice(&0x1234u64.to_le_bytes()); // address
 
         let shared = parse_shared_ref(&data, 8).unwrap();
         assert_eq!(shared.version, 3);
-        assert_eq!(shared.ref_type, 1);
+        assert_eq!(shared.ref_type, SHARE_TYPE_COMMITTED);
         assert_eq!(shared.object_header_address, Some(0x1234));
         assert!(shared.heap_id.is_none());
     }
@@ -539,7 +568,7 @@ mod tests {
     fn parse_v3_type3_ref() {
         let mut data = Vec::new();
         data.push(3); // version
-        data.push(3); // type 3 = shared in another OH (v3 encoding)
+        data.push(SHARE_TYPE_HERE); // stored here but sharable: an address
         data.extend_from_slice(&0xABCDu64.to_le_bytes());
 
         let shared = parse_shared_ref(&data, 8).unwrap();
@@ -563,10 +592,10 @@ mod tests {
 
     #[test]
     fn parse_v2_ref() {
+        // v2 dropped v1's six reserved bytes: the address follows the type.
         let mut data = Vec::new();
         data.push(2); // version
-        data.push(0); // type
-        data.extend_from_slice(&[0u8; 6]); // reserved
+        data.push(SHARE_TYPE_COMMITTED);
         data.extend_from_slice(&0x9000u32.to_le_bytes());
 
         let shared = parse_shared_ref(&data, 4).unwrap();
@@ -575,15 +604,26 @@ mod tests {
     }
 
     #[test]
-    fn parse_v3_type2_sohm() {
+    fn parse_v2_ref_from_hdf5_2_0() {
+        // Datatype message of a dataset created with a committed datatype,
+        // as written by h5py 3.16 / HDF5 2.0 (libver='latest'): header flags
+        // 0x03 (shared), payload `02 02 <8-byte object header address>`.
+        let data = [0x02, 0x02, 0xb3, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00];
+        let shared = parse_shared_ref(&data, 8).unwrap();
+        assert_eq!(shared.object_header_address, Some(0xb3));
+        assert!(shared.heap_id.is_none());
+    }
+
+    #[test]
+    fn parse_v3_sohm_ref() {
         let mut data = Vec::new();
         data.push(3); // version
-        data.push(2); // type 2 = SOHM heap
+        data.push(SHARE_TYPE_SOHM); // message lives in the SOHM fractal heap
         data.extend_from_slice(&[0xAA, 0xBB, 0xCC, 0xDD, 0x11, 0x22, 0x33, 0x44]);
 
         let shared = parse_shared_ref(&data, 8).unwrap();
         assert_eq!(shared.version, 3);
-        assert_eq!(shared.ref_type, 2);
+        assert_eq!(shared.ref_type, SHARE_TYPE_SOHM);
         assert_eq!(shared.object_header_address, None);
         assert_eq!(
             shared.heap_id,
@@ -592,10 +632,10 @@ mod tests {
     }
 
     #[test]
-    fn parse_v3_type2_too_short() {
+    fn parse_v3_sohm_too_short() {
         let mut data = Vec::new();
         data.push(3); // version
-        data.push(2); // type 2 = SOHM heap
+        data.push(SHARE_TYPE_SOHM);
         data.extend_from_slice(&[0xAA, 0xBB]); // only 2 bytes, need 8
 
         let err = parse_shared_ref(&data, 8).unwrap_err();
@@ -620,7 +660,7 @@ mod tests {
     fn parse_four_byte_offsets() {
         let mut data = Vec::new();
         data.push(3); // version
-        data.push(1); // type 1
+        data.push(SHARE_TYPE_COMMITTED);
         data.extend_from_slice(&0x1000u32.to_le_bytes());
 
         let shared = parse_shared_ref(&data, 4).unwrap();

crates/clawhdf5/src/lazy.rs

@@ -416,15 +416,43 @@ impl<'f, R: HDF5Read> LazyDataset<'f, R> {
         ))
     }
 
+    /// A header message's payload, resolved through the shared-message
+    /// indirection when needed (e.g. a committed datatype). See
+    /// [`clawhdf5_format::shared_message::message_data`].
+    fn message_payload(
+        &self,
+        msg_type: MessageType,
+    ) -> Result<Option<std::borrow::Cow<'_, [u8]>>, Error> {
+        self.header
+            .messages
+            .iter()
+            .find(|m| m.msg_type == msg_type)
+            .map(|msg| {
+                clawhdf5_format::shared_message::message_data(
+                    self.file.as_bytes(),
+                    msg,
+                    self.file.offset_size(),
+                    self.file.length_size(),
+                )
+                .map_err(Error::Format)
+            })
+            .transpose()
+    }
+
+    fn required_payload(&self, msg_type: MessageType) -> Result<std::borrow::Cow<'_, [u8]>, Error> {
+        self.message_payload(msg_type)?
+            .ok_or(Error::MissingMessage(msg_type))
+    }
+
     fn datatype(&self) -> Result<Datatype, Error> {
-        let msg = find_message(&self.header, MessageType::Datatype)?;
-        let (dt, _) = Datatype::parse(&msg.data)?;
+        let data = self.required_payload(MessageType::Datatype)?;
+        let (dt, _) = Datatype::parse(&data)?;
         Ok(dt)
     }
 
     fn dataspace(&self) -> Result<Dataspace, Error> {
-        let msg = find_message(&self.header, MessageType::Dataspace)?;
-        Ok(Dataspace::parse(&msg.data, self.file.length_size())?)
+        let data = self.required_payload(MessageType::Dataspace)?;
+        Ok(Dataspace::parse(&data, self.file.length_size())?)
     }
 
     fn data_layout(&self) -> Result<DataLayout, Error> {
@@ -441,11 +469,8 @@ impl<'f, R: HDF5Read> LazyDataset<'f, R> {
     /// filters" would hand the caller the still-compressed bytes as if they
     /// were the data.
     fn filter_pipeline(&self) -> Result<Option<FilterPipeline>, Error> {
-        self.header
-            .messages
-            .iter()
-            .find(|m| m.msg_type == MessageType::FilterPipeline)
-            .map(|msg| FilterPipeline::parse(&msg.data).map_err(Error::Format))
+        self.message_payload(MessageType::FilterPipeline)?
+            .map(|data| FilterPipeline::parse(&data).map_err(Error::Format))
             .transpose()
     }
 
@@ -455,6 +480,16 @@ impl<'f, R: HDF5Read> LazyDataset<'f, R> {
         let dl = self.data_layout()?;
         let pipeline = self.filter_pipeline()?;
         let data = self.file.reader.as_bytes();
+        // Unallocated storage reads as the dataset's fill value.
+        clawhdf5_format::fill_value::read_full_with_fill(
+            &self.header.messages,
+            data,
+            &dl,
+            &ds,
+            dt.type_size() as usize,
+            self.file.offset_size(),
+            self.file.length_size(),
+            || {
                 Ok(data_read::read_raw_data_full(
                     data,
                     &dl,
@@ -464,6 +499,8 @@ impl<'f, R: HDF5Read> LazyDataset<'f, R> {
                     self.file.offset_size(),
                     self.file.length_size(),
                 )?)
+            },
+        )
     }
 }
 

crates/clawhdf5/src/mmap_file.rs

@@ -357,15 +357,43 @@ impl<'f> MmapDataset<'f> {
         ))
     }
 
+    /// A header message's payload, resolved through the shared-message
+    /// indirection when needed (e.g. a committed datatype). See
+    /// [`clawhdf5_format::shared_message::message_data`].
+    fn message_payload(
+        &self,
+        msg_type: MessageType,
+    ) -> Result<Option<std::borrow::Cow<'_, [u8]>>, Error> {
+        self.header
+            .messages
+            .iter()
+            .find(|m| m.msg_type == msg_type)
+            .map(|msg| {
+                clawhdf5_format::shared_message::message_data(
+                    self.file.as_bytes(),
+                    msg,
+                    self.file.offset_size(),
+                    self.file.length_size(),
+                )
+                .map_err(Error::Format)
+            })
+            .transpose()
+    }
+
+    fn required_payload(&self, msg_type: MessageType) -> Result<std::borrow::Cow<'_, [u8]>, Error> {
+        self.message_payload(msg_type)?
+            .ok_or(Error::MissingMessage(msg_type))
+    }
+
     fn datatype(&self) -> Result<Datatype, Error> {
-        let msg = find_message(&self.header, MessageType::Datatype)?;
-        let (dt, _) = Datatype::parse(&msg.data)?;
+        let data = self.required_payload(MessageType::Datatype)?;
+        let (dt, _) = Datatype::parse(&data)?;
         Ok(dt)
     }
 
     fn dataspace(&self) -> Result<Dataspace, Error> {
-        let msg = find_message(&self.header, MessageType::Dataspace)?;
-        Ok(Dataspace::parse(&msg.data, self.file.length_size())?)
+        let data = self.required_payload(MessageType::Dataspace)?;
+        Ok(Dataspace::parse(&data, self.file.length_size())?)
     }
 
     fn data_layout(&self) -> Result<DataLayout, Error> {
@@ -382,11 +410,8 @@ impl<'f> MmapDataset<'f> {
     /// filters" would hand the caller the still-compressed bytes as if they
     /// were the data.
     fn filter_pipeline(&self) -> Result<Option<FilterPipeline>, Error> {
-        self.header
-            .messages
-            .iter()
-            .find(|m| m.msg_type == MessageType::FilterPipeline)
-            .map(|msg| FilterPipeline::parse(&msg.data).map_err(Error::Format))
+        self.message_payload(MessageType::FilterPipeline)?
+            .map(|data| FilterPipeline::parse(&data).map_err(Error::Format))
             .transpose()
     }
 
@@ -395,6 +420,16 @@ impl<'f> MmapDataset<'f> {
         let ds = self.dataspace()?;
         let dl = self.data_layout()?;
         let pipeline = self.filter_pipeline()?;
+        // Unallocated storage reads as the dataset's fill value.
+        clawhdf5_format::fill_value::read_full_with_fill(
+            &self.header.messages,
+            self.file.reader.as_bytes(),
+            &dl,
+            &ds,
+            dt.type_size() as usize,
+            self.file.offset_size(),
+            self.file.length_size(),
+            || {
                 Ok(data_read::read_raw_data_full(
                     self.file.reader.as_bytes(),
                     &dl,
@@ -404,6 +439,8 @@ impl<'f> MmapDataset<'f> {
                     self.file.offset_size(),
                     self.file.length_size(),
                 )?)
+            },
+        )
     }
 }
 

crates/clawhdf5/src/reader.rs

@@ -448,6 +448,24 @@ impl<'f> Dataset<'f> {
         let ds = self.dataspace()?;
         let dl = self.data_layout()?;
         let pipeline = self.filter_pipeline()?;
+        // The selection reader knows nothing about fill values. When they
+        // matter — no storage at all, or a non-zero fill on a chunked (possibly
+        // sparse) dataset — select from a fill-aware full read instead. (The
+        // selection reader currently decodes the full dataset too, so this
+        // costs nothing extra.)
+        let fill = clawhdf5_format::fill_value::dataset_fill_value(&self.header.messages)?;
+        let fill_matters = !clawhdf5_format::fill_value::has_storage(&dl)
+            || (matches!(dl, DataLayout::Chunked { .. })
+                && !clawhdf5_format::fill_value::is_default(fill.as_deref()));
+        if fill_matters {
+            let full = self.read_raw()?;
+            return Ok(data_read::extract_selection_from_buffer(
+                &full,
+                &ds.dimensions,
+                dt.type_size() as usize,
+                selection,
+            )?);
+        }
         Ok(data_read::read_raw_data_selection(
             self.file.data.as_bytes(),
             &dl,
@@ -723,15 +741,43 @@ impl<'f> Dataset<'f> {
         )?)
     }
 
+    /// A header message's payload, resolved through the shared-message
+    /// indirection when needed (e.g. a committed datatype). See
+    /// [`clawhdf5_format::shared_message::message_data`].
+    fn message_payload(
+        &self,
+        msg_type: MessageType,
+    ) -> Result<Option<std::borrow::Cow<'_, [u8]>>, Error> {
+        self.header
+            .messages
+            .iter()
+            .find(|m| m.msg_type == msg_type)
+            .map(|msg| {
+                clawhdf5_format::shared_message::message_data(
+                    self.file.as_bytes(),
+                    msg,
+                    self.file.offset_size(),
+                    self.file.length_size(),
+                )
+                .map_err(Error::Format)
+            })
+            .transpose()
+    }
+
+    fn required_payload(&self, msg_type: MessageType) -> Result<std::borrow::Cow<'_, [u8]>, Error> {
+        self.message_payload(msg_type)?
+            .ok_or(Error::MissingMessage(msg_type))
+    }
+
     fn datatype(&self) -> Result<Datatype, Error> {
-        let msg = find_message(&self.header, MessageType::Datatype)?;
-        let (dt, _) = Datatype::parse(&msg.data)?;
+        let data = self.required_payload(MessageType::Datatype)?;
+        let (dt, _) = Datatype::parse(&data)?;
         Ok(dt)
     }
 
     fn dataspace(&self) -> Result<Dataspace, Error> {
-        let msg = find_message(&self.header, MessageType::Dataspace)?;
-        Ok(Dataspace::parse(&msg.data, self.file.length_size())?)
+        let data = self.required_payload(MessageType::Dataspace)?;
+        Ok(Dataspace::parse(&data, self.file.length_size())?)
     }
 
     fn data_layout(&self) -> Result<DataLayout, Error> {
@@ -748,11 +794,8 @@ impl<'f> Dataset<'f> {
     /// filters" would hand the caller the still-compressed bytes as if they
     /// were the data.
     fn filter_pipeline(&self) -> Result<Option<FilterPipeline>, Error> {
-        self.header
-            .messages
-            .iter()
-            .find(|m| m.msg_type == MessageType::FilterPipeline)
-            .map(|msg| FilterPipeline::parse(&msg.data).map_err(Error::Format))
+        self.message_payload(MessageType::FilterPipeline)?
+            .map(|data| FilterPipeline::parse(&data).map_err(Error::Format))
             .transpose()
     }
 
@@ -769,7 +812,7 @@ impl<'f> Dataset<'f> {
             let base_dir = self.file.base_dir.clone();
             let resolver = move |name: &str| -> Option<Vec<u8>> {
                 let dir = base_dir.as_ref()?;
-                std::fs::read(dir.join(name)).ok()
+                std::fs::read(dir.join(sibling_file_name(name)?)).ok()
             };
             return Ok(data_read::read_raw_data_full_with_resolver(
                 self.file.data.as_bytes(),
@@ -783,6 +826,16 @@ impl<'f> Dataset<'f> {
             )?);
         }
 
+        // Unallocated storage reads as the dataset's fill value.
+        clawhdf5_format::fill_value::read_full_with_fill(
+            &self.header.messages,
+            self.file.data.as_bytes(),
+            &dl,
+            &ds,
+            dt.type_size() as usize,
+            self.file.offset_size(),
+            self.file.length_size(),
+            || {
                 Ok(data_read::read_raw_data_cached(
                     self.file.data.as_bytes(),
                     &dl,
@@ -793,6 +846,8 @@ impl<'f> Dataset<'f> {
                     self.file.length_size(),
                     &self.file.chunk_cache,
                 )?)
+            },
+        )
     }
 }
 
@@ -833,6 +888,23 @@ fn datatype_byte_order(dt: &Datatype) -> DatatypeByteOrder {
     }
 }
 
+/// A source-file name taken from inside an HDF5 file, accepted only if it
+/// stays within the directory of the file that named it.
+///
+/// The name is untrusted input. Joining it blindly lets a crafted file make
+/// the reader open any path the process can reach — an absolute path replaces
+/// the base directory entirely, and `..` components climb out of it. Only
+/// plain relative paths made of normal components are allowed.
+fn sibling_file_name(name: &str) -> Option<&std::path::Path> {
+    use std::path::Component;
+    let path = std::path::Path::new(name);
+    let mut components = path.components().peekable();
+    components.peek()?;
+    components
+        .all(|c| matches!(c, Component::Normal(_) | Component::CurDir))
+        .then_some(path)
+}
+
 fn find_message(
     header: &ObjectHeader,
     msg_type: MessageType,
@@ -886,3 +958,24 @@ fn resolve_group_entries(
         Ok(Vec::new())
     }
 }
+
+#[cfg(test)]
+mod sibling_file_name_tests {
+    use super::sibling_file_name;
+
+    #[test]
+    fn only_paths_inside_the_base_directory_are_accepted() {
+        for ok in ["source.h5", "./source.h5", "sub/dir/source.h5"] {
+            assert!(sibling_file_name(ok).is_some(), "{ok}");
+        }
+        for bad in [
+            "",
+            "/etc/passwd",
+            "../secret.h5",
+            "sub/../../secret.h5",
+            "sub/../ok.h5",
+        ] {
+            assert!(sibling_file_name(bad).is_none(), "{bad}");
+        }
+    }
+}

crates/clawhdf5/tests/h5py_interop_tests.rs

@@ -565,3 +565,222 @@ print("OK")
     );
     assert_eq!(run_python_output(&script), "OK");
 }
+
+// ---------------------------------------------------------------------------
+// h5py uses committed (named) datatypes -> clawhdf5 reads
+// ---------------------------------------------------------------------------
+
+/// A dataset or attribute created from a committed datatype stores only a
+/// *shared message* reference to it. These used to be parsed as the datatype
+/// itself (yielding `Time { size: 0 }` and unreadable data) and the attribute
+/// was silently dropped.
+#[test]
+fn h5py_committed_datatypes_clawhdf5_reads() {
+    skip_if_no_python!();
+    let dir = tempfile::tempdir().unwrap();
+    for (tag, kwargs) in [("default", ""), ("latest", ", libver='latest'")] {
+        let path = dir.path().join(format!("committed_{tag}.h5"));
+        let path_str = path.display().to_string();
+        let script = format!(
+            r#"
+import h5py, numpy as np
+with h5py.File("{path_str}", "w"{kwargs}) as f:
+    f["f8type"] = np.dtype("<f8")
+    f["cmpd"] = np.dtype([("a", "<i4"), ("b", "<f8")])
+    f.create_dataset("d", data=np.arange(6, dtype="<f8"), dtype=f["f8type"])
+    f.create_dataset("c", data=np.array([(1, 2.5), (3, 4.5)], dtype=f["cmpd"].dtype), dtype=f["cmpd"])
+    f["d"].attrs.create("att", 7.0, dtype=f["f8type"])
+"#
+        );
+        run_python(&script);
+
+        let file = File::open(&path).unwrap();
+        let d = file.dataset("d").unwrap();
+        assert_eq!(d.dtype().unwrap(), DType::F64, "{tag}");
+        assert_eq!(
+            d.read_f64().unwrap(),
+            vec![0.0, 1.0, 2.0, 3.0, 4.0, 5.0],
+            "{tag}"
+        );
+        assert!(
+            matches!(d.attrs().unwrap().get("att"), Some(AttrValue::F64(v)) if *v == 7.0),
+            "{tag}: attribute with a committed datatype"
+        );
+        let c = file.dataset("c").unwrap();
+        assert_eq!(
+            c.dtype().unwrap(),
+            DType::Compound(vec![("a".into(), DType::I32), ("b".into(), DType::F64)]),
+            "{tag}"
+        );
+    }
+}
+
+// ---------------------------------------------------------------------------
+// h5py writes sparse / never-written datasets -> clawhdf5 applies fill values
+// ---------------------------------------------------------------------------
+
+/// Parse h5py's `print(arr.ravel().tolist())` output for integer data.
+fn parse_int_list(s: &str) -> Vec<i32> {
+    s.trim()
+        .trim_matches(|c| c == '[' || c == ']')
+        .split(',')
+        .filter(|t| !t.trim().is_empty())
+        .map(|t| t.trim().parse().unwrap())
+        .collect()
+}
+
+/// Storage HDF5 never allocated must read as the dataset's fill value. These
+/// used to read as zeros (silently wrong for a non-zero fill value) or fail
+/// outright (`NoDataAllocated`) for a dataset that was never written.
+#[test]
+fn h5py_fill_values_clawhdf5_reads() {
+    skip_if_no_python!();
+    let dir = tempfile::tempdir().unwrap();
+    for (tag, kwargs) in [("default", ""), ("latest", ", libver='latest'")] {
+        let path = dir.path().join(format!("fill_{tag}.h5"));
+        let path_str = path.display().to_string();
+        let script = format!(
+            r#"
+import h5py, numpy as np
+with h5py.File("{path_str}", "w"{kwargs}) as f:
+    d = f.create_dataset("partial", shape=(20,), dtype="<i4", chunks=(5,), fillvalue=-1)
+    d[0:5] = np.arange(5)
+    f.create_dataset("never", shape=(4,), dtype="<i4", fillvalue=25)
+    f.create_dataset("never_chunked", shape=(6,), dtype="<i4", chunks=(3,), fillvalue=9)
+    f.create_dataset("default_fill", shape=(3,), dtype="<i4")
+    g = f.create_dataset("gz", shape=(20,), dtype="<i4", chunks=(5,), fillvalue=7, compression="gzip")
+    g[10:15] = 1
+    s = f.create_dataset("sparse2d", shape=(5, 7), dtype="<i4", chunks=(2, 3), fillvalue=-3)
+    s[2:4, 3:6] = 8
+    s[4, 6] = 5
+with h5py.File("{path_str}", "r") as f:
+    for name in ["partial", "never", "never_chunked", "default_fill", "gz", "sparse2d"]:
+        print(name, f[name][...].ravel().tolist())
+    print("slab", f["sparse2d"][1:5, 2:7].ravel().tolist())
+"#
+        );
+        let expected: std::collections::HashMap<String, Vec<i32>> = run_python_output(&script)
+            .lines()
+            .map(|line| {
+                let (name, list) = line.split_once(' ').unwrap();
+                (name.to_string(), parse_int_list(list))
+            })
+            .collect();
+
+        let file = File::open(&path).unwrap();
+        for name in [
+            "partial",
+            "never",
+            "never_chunked",
+            "default_fill",
+            "gz",
+            "sparse2d",
+        ] {
+            assert_eq!(
+                file.dataset(name).unwrap().read_i32().unwrap(),
+                expected[name],
+                "{tag}/{name}"
+            );
+        }
+        // A hyperslab straddling allocated and unallocated chunks.
+        let slab = clawhdf5_format::selection::Selection::Hyperslab {
+            start: vec![1, 2],
+            stride: vec![1, 1],
+            count: vec![4, 5],
+            block: vec![1, 1],
+        };
+        assert_eq!(
+            file.dataset("sparse2d")
+                .unwrap()
+                .read_i32_selection(&slab)
+                .unwrap(),
+            expected["slab"],
+            "{tag}/sparse2d hyperslab"
+        );
+    }
+}
+
+// ---------------------------------------------------------------------------
+// h5py writes soft / external links and external raw data -> clawhdf5
+// ---------------------------------------------------------------------------
+
+/// Soft links are followed (absolute, relative, through groups, with a cycle
+/// guard). Things this reader does not follow — external links, and datasets
+/// whose raw data lives in another file — are explicit errors. They used to
+/// surface as a misleading `PathNotFound`, and external raw data could read
+/// back as fill values.
+#[test]
+fn h5py_links_clawhdf5_resolves_or_refuses() {
+    use clawhdf5::Error;
+    use clawhdf5_format::error::FormatError;
+
+    skip_if_no_python!();
+    let dir = tempfile::tempdir().unwrap();
+    let dir_str = dir.path().display().to_string();
+    for (tag, kwargs) in [("default", ""), ("latest", ", libver='latest'")] {
+        let script = format!(
+            r#"
+import h5py, numpy as np, os
+os.chdir("{dir_str}")
+with h5py.File("other_{tag}.h5", "w"{kwargs}) as o:
+    o.create_dataset("remote", data=np.arange(3, dtype="<i4"))
+with h5py.File("links_{tag}.h5", "w"{kwargs}) as f:
+    f.create_dataset("real", data=np.arange(4, dtype="<i4"))
+    g = f.create_group("grp")
+    g.create_dataset("inner", data=np.arange(2, dtype="<i4"))
+    g["rel"] = h5py.SoftLink("inner")
+    f["soft"] = h5py.SoftLink("/real")
+    f["soft_grp"] = h5py.SoftLink("/grp")
+    f["dangling"] = h5py.SoftLink("/nope")
+    f["loop_a"] = h5py.SoftLink("/loop_b")
+    f["loop_b"] = h5py.SoftLink("/loop_a")
+    f["ext"] = h5py.ExternalLink("other_{tag}.h5", "/remote")
+    f.create_dataset("extdata", shape=(4,), dtype="<i4", external=[("raw_{tag}.bin", 0, 16)])
+    f["extdata"][...] = np.array([11, 22, 33, 44], dtype="<i4")
+"#
+        );
+        run_python(&script);
+
+        let file = File::open(dir.path().join(format!("links_{tag}.h5"))).unwrap();
+        let read = |path: &str| file.dataset(path).and_then(|d| d.read_i32());
+        assert_eq!(read("soft").unwrap(), vec![0, 1, 2, 3], "{tag}");
+        assert_eq!(read("soft_grp/inner").unwrap(), vec![0, 1], "{tag}");
+        assert_eq!(
+            read("grp/rel").unwrap(),
+            vec![0, 1],
+            "{tag}: relative target"
+        );
+        assert_eq!(
+            read("soft_grp/rel").unwrap(),
+            vec![0, 1],
+            "{tag}: link via link"
+        );
+
+        assert!(
+            matches!(read("dangling"), Err(Error::Format(FormatError::PathNotFound(p))) if p == "nope"),
+            "{tag}: dangling link names its missing target"
+        );
+        assert!(
+            matches!(
+                read("loop_a"),
+                Err(Error::Format(FormatError::NestingDepthExceeded))
+            ),
+            "{tag}: link cycle"
+        );
+        assert!(
+            matches!(
+                read("ext"),
+                Err(Error::Format(FormatError::ExternalLinkUnsupported { ref object_path, .. }))
+                    if object_path == "/remote"
+            ),
+            "{tag}: external link"
+        );
+        assert!(
+            matches!(
+                read("extdata"),
+                Err(Error::Format(FormatError::ExternalDataFilesUnsupported))
+            ),
+            "{tag}: external raw data must not read as fill values"
+        );
+    }
+}

docs/known-issues.md

@@ -107,3 +107,27 @@ only attributes convertible to `AttrValue`. An attribute with, e.g., a compound
 datatype is omitted from the map with no error or indication that it exists.
 Planned: surface these as an explicit `AttrValue` variant (raw bytes + datatype)
 or an error, as part of the "no silent skips" robustness work.
+
+## B-tree v2 chunk index (layout v4, index type 5) is not supported
+
+**Status:** open.
+
+**Summary:** a chunked dataset with **two or more unlimited dimensions** written
+with `libver='latest'` indexes its chunks with a version-2 B-tree. Reading it
+fails with `ChunkedReadError("unsupported chunked layout version=4,
+index_type=Some(5)")`. Single-chunk, implicit, fixed-array and
+extensible-array indexes (and the v3 B-tree v1) are supported.
+
+**Repro:** `f.create_dataset("d", shape=(5, 7), chunks=(2, 3), maxshape=(None, None))`
+with `h5py.File(..., libver='latest')`.
+
+## External links and external raw data are not followed
+
+**Status:** open (by design for now); both are explicit errors.
+
+**Summary:** a path through an external link returns
+`FormatError::ExternalLinkUnsupported { filename, object_path }`, and a dataset
+created with `external=[...]` storage returns
+`FormatError::ExternalDataFilesUnsupported`. Neither is resolved. If support is
+added, file names must be confined to the opened file's directory, as the
+virtual-dataset resolver now does.

scripts/ci-test.sh

@@ -95,13 +95,15 @@ run_step "check-nostd.sh" "$SCRIPT_DIR/check-nostd.sh"
 # 8. Optional fuzz smoke run
 if [ -n "${CLAWHDF5_FUZZ_SECONDS:-}" ]; then
     fuzz_smoke() {
-        local target
-        cd "$SCRIPT_DIR/../crates/clawhdf5-format" || return 1
+        local crate target
+        for crate in clawhdf5-format clawhdf5-agent; do
+            cd "$SCRIPT_DIR/../crates/$crate" || return 1
             for target in $(cargo +nightly fuzz list); do
-            echo "--- fuzz: $target"
+                echo "--- fuzz: $crate/$target"
                 cargo +nightly fuzz run "$target" -- \
                     -max_total_time="$CLAWHDF5_FUZZ_SECONDS" || return 1
             done
+        done
     }
     run_step "fuzz smoke (${CLAWHDF5_FUZZ_SECONDS}s/target)" fuzz_smoke
 fi