The dataset viewer is not available for this split.
Error code: FeaturesError
Exception: FileNotFoundError
Message: [Errno 2] No such file or directory: '<datasets.utils.file_utils.FilesIterable object at 0x7f40e4f95a90>'
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 249, in compute_first_rows_from_streaming_response
iterable_dataset = iterable_dataset._resolve_features()
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 4379, in _resolve_features
features = _infer_features_from_batch(self.with_format(None)._head())
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2661, in _head
return next(iter(self.iter(batch_size=n)))
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2839, in iter
for key, pa_table in ex_iterable.iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2377, in _iter_arrow
yield from self.ex_iterable._iter_arrow()
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/xml/xml.py", line 67, in _generate_tables
with open(file, encoding=self.config.encoding, errors=self.config.encoding_errors) as f:
~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/streaming.py", line 73, in wrapper
return function(*args, download_config=download_config, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 967, in xopen
return open(main_hop, mode, *args, **kwargs)
FileNotFoundError: [Errno 2] No such file or directory: '<datasets.utils.file_utils.FilesIterable object at 0x7f40e4f95a90>'Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
WormBase WS298
A byte-faithful mirror of the parts of WormBase release WS298 the Liu lab depends on: the five ontologies, the seven association files, and two classes of the AceDB dump. Files are exactly as WormBase served them — still gzipped, original filenames, nothing decompressed, reorganised or re-encoded.
WS298 is WormBase's final production release. Ongoing curation moved to the
Alliance of Genome Resources, so this is a terminal snapshot
rather than one that will be superseded — which is the reason to pin it rather than track a moving
current-production-release/ alias.
Upstream: wormbase.org · downloads.wormbase.org · ONTOLOGY/ directory for this release · WormBase 2024 paper
Every file here is traceable to a single upstream URL; see Provenance.
Layout
WS298/
├── ontology/ five ontologies + seven association files (12 files, 22 MB)
└── acedb/ Paper and LongText from the AceDB dump (2 files, 120 MB)
The WS298/ontology/ path is not arbitrary. It is exactly the cache layout
eutely.wormbase.Release expects, so a snapshot of this repo
can be read directly as a staged release with no copying or renaming — see Usage.
Ontologies
anatomy, development and phenotype are worm-specific and authored by WormBase. disease and
gene are the full Disease and Gene Ontologies, which WormBase mirrors rather than authors.
| File | Terms | IDs | Size |
|---|---|---|---|
anatomy_ontology.WS298.obo.gz |
7,192 | WBbt: |
160 KB |
development_ontology.WS298.obo.gz |
777 | WBls: |
29 KB |
phenotype_ontology.WS298.obo.gz |
2,712 | WBPhenotype: |
176 KB |
disease_ontology.WS298.obo.gz |
14,430 | DOID: |
1.3 MB |
gene_ontology.WS298.obo.gz |
48,165 | GO: |
4.5 MB |
All five declare format-version: 1.2.
Associations
An association is one statement that some entity stands in a named relation to one ontology term, backed by evidence. Six sources in four wire formats, 1,323,659 statements between them.
| File | Source | Format | Rows | Terms | Size |
|---|---|---|---|---|---|
anatomy_association.WS298.wb.gz |
anatomy |
GAF 2.0 | 461,223 | WBbt: |
3.7 MB |
development_association.WS298.wb.gz |
development |
GAF 2.0 | 74,571 | WBls: |
382 KB |
phenotype_association.WS298.wb.gz |
phenotype |
GAF 2.0 | 439,924 | WBPhenotype: |
3.1 MB |
gene_association.WS298.wb.gz |
gene |
GAF 2.2 | 312,203 | GO: |
4.4 MB |
disease_association.WS298.daf.txt.gz |
disease |
DAF 1.0 | 2,364 | DOID: |
37 KB |
disease_association.by_orthology.WS298.tsv.txt.gz |
disease_by_orthology |
TSV | 33,036 | DOID: |
222 KB |
gene_association_nonnoctua.WS298.wb.gz |
— | GAF 2.2 | 294,407 | GO: |
4.1 MB |
Notes on the columns that differ between sources: in anatomy, column 4 is an expression
certainty, not a relation; in gene it is a real GAF 2.2 relation (enables, involved_in, …).
disease is curated from worm experiments and its subject is often an allele or strain rather than
a gene, while disease_by_orthology is inferred from a human ortholog and so carries neither
evidence code nor reference. The two disease files answer the same question with incomparable
evidence, which is why they stay separate rather than being concatenated.
gene_association_nonnoctua is not a seventh source: every one of its rows appears verbatim in
gene_association. It is the GO set with the Noctua/GO-CAM rows removed, included here only so the
mirror is complete.
Rows are not records. A GAF row naming two comma-separated terms is two statements. Parsing the
seven files yields slightly more records than they have rows — 461,422 records from anatomy's
461,223 rows, 2,503 from disease's 2,364. The table above counts rows, because that is what is in
the file.
AceDB dump
Two classes from the WS298 AceDB dump, kept under their published names.
| File | Contents | Records | Size (gz) | Size (raw) |
|---|---|---|---|---|
Paper.xml.gz |
Bibliography: title, journal, authors, abstract pointer | 64,863 <Paper> |
23 MB | 302 MB |
LongText.xml.gz |
Free-text bodies — paper abstracts, EMBL records | 671,404 stanzas | 97 MB | 973 MB |
⚠️ LongText.xml.gz is not XML. Despite the .xml.gz name it is AceDB .ace format —
671,404 LongText : "<id>" stanzas of free text, and zero XML tags in the entire file. Feeding it
to an XML parser fails immediately. Paper.xml.gz is genuine XML. The misnomer is upstream's;
the name is preserved here so the file still matches anyone else's copy of the same dump, but do
not select a parser by suffix.
The two connect through the abstract pointer: a <Paper> carries
<Abstract><LongText>WBPaper00000003</LongText></Abstract>, and the matching
LongText : "WBPaper00000003" stanza holds the abstract text.
Neither file records its release internally. They are placed under WS298/ because that is the
release they were dumped from, not because anything in the bytes says so.
Usage
With eutely
The layout is the one eutely.wormbase caches into, so a
snapshot is readable as-is:
from pathlib import Path
from huggingface_hub import snapshot_download
from eutely.wormbase import Filter, Release, load_associations, load_ontology
root = Path(snapshot_download("liuhlab/wormbase", repo_type="dataset"))
ws298 = Release("WS298", root=root)
anatomy = load_ontology("anatomy", release=ws298)
anatomy["WBbt:0005672"].name # 'AWC'
len(anatomy.descendants("WBbt:0003681", ("is_a", "part_of"))) # 215 parts of the pharynx
assoc = load_associations("anatomy", release=ws298)
assoc.by_term("WBbt:0005672") # genes expressed in AWC
Pass root= and nothing downloads from WormBase — which is the point on a compute node with no
outbound network.
Without eutely
Everything is gzipped text; no special reader is required.
import gzip
with gzip.open("WS298/ontology/gene_association.WS298.wb.gz", "rt") as fh:
rows = [line.rstrip("\n").split("\t") for line in fh if not line.startswith("!")]
The dataset viewer does not render these files, and no configs block claims it can: OBO, GAF, DAF
and .ace are not tabular formats the Hub can infer, and the tab-separated ones carry ! comment
headers rather than a column row. Download and parse them directly.
Three things that will bite you
Most phenotype records are negative. 318,218 of 439,924 assert that a gene does not produce a
phenotype. "The genes for this phenotype" is the wrong question unless you read column 4 — a
NOT qualifier — or filter on it.
Most GO records are not C. elegans. Only 134,390 of gene_association's 312,203 rows carry
taxon:6239; the rest are nine other nematodes — C. briggsae, C. remanei, P. pacificus,
B. malayi and five more.
Watch the arithmetic here. A grep for the bare column value returns 134,137, but 253 further worm
rows name a second, interacting taxon and so read taxon:6239|taxon:287 — always a pathogen
(P. aeruginosa, E. coli, B. thuringiensis …), never another host. Those are C. elegans rows.
No row carries taxon:6239 in the interacting position alone, so 134,390 is the count of rows about
the worm and 134,137 is only the count of rows about the worm and nothing else.
Anatomy containment is part_of, not is_a. Walking is_a alone answers nothing about what
lies inside the pharynx. Widen the relation set when traversing the anatomy ontology; in the
development ontology, note that preceded_by is a temporal ordering rather than a hierarchy.
Provenance
Downloaded from downloads.wormbase.org on 2026-07-26.
The twelve files in WS298/ontology/ each came from exactly one URL, formed by appending the
filename to the release's ONTOLOGY directory:
https://downloads.wormbase.org/releases/current-production-release/ONTOLOGY/<filename>
So anatomy_ontology.WS298.obo.gz is
…/ONTOLOGY/anatomy_ontology.WS298.obo.gz,
and so on for the other eleven. Note the path goes through the current-production-release/ alias:
that is the only path WormBase serves, and the concrete releases/WS298/ directory the filenames
imply answers 403. Because WS298 is the final release, the alias and the pin name the same bytes —
but if WormBase ever advances the alias, these files remain WS298 and upstream would not.
The two files in WS298/acedb/ come from the same release's AceDB per-class dump tree. That
directory is reachable from a browser but Cloudflare-gated to non-interactive clients, so it cannot
be re-fetched by script — which is part of why they are mirrored here at all.
Every file was verified as intact gzip and parsed end to end before upload, and re-verified SHA-256-identical to the source after a round trip through this repo. The counts in the tables above are measured from these exact bytes, not copied from upstream documentation — where the two disagreed, the bytes won.
Licensing
This is a redistribution of third-party data with mixed terms, labelled cc-by-4.0 because
that is the strictest condition in the bundle. Per component:
| Component | Licence |
|---|---|
| WormBase-authored data (anatomy, development, phenotype; AceDB dumps) | CC0 1.0 |
Gene Ontology and its annotations (gene_ontology, gene_association*) |
CC BY 4.0 — GO citation policy |
Human Disease Ontology (disease_ontology) |
CC0 1.0 |
Attribution is therefore required for the GO-derived files and not for the rest. Complying with CC BY 4.0 across the whole set satisfies every component. No file here has been modified, so attribution to the original creators is the only obligation.
Citation
Cite the upstream resources, not this mirror:
@article{wormbase2024,
title = {WormBase 2024: status and transitioning to Alliance infrastructure},
journal = {Genetics},
volume = {227},
number = {1},
year = {2024},
doi = {10.1093/genetics/iyae050}
}
@article{geneontology2023,
title = {The Gene Ontology knowledgebase in 2023},
journal = {Genetics},
volume = {224},
number = {1},
year = {2023},
doi = {10.1093/genetics/iyad031}
}
Maintenance
Mirrored by the Liu lab for eutely.
WS298 is terminal, so this repo is a fixed snapshot: it will not be re-cut for new releases.
- Downloads last month
- 74