crates-dataset / README.md
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Publish snapshot-2026-07-25-generator-0.1.0 (#3)
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---
pretty_name: CratesDataset
license: "other"
language:
- en
tags:
- rust
- crates.io
- package-registry
- dependency-graph
configs:
- config_name: crate_versions
data_files:
- split: train
path: data/parquet/crate_versions.parquet
- config_name: crate_lifecycles
data_files:
- split: train
path: data/parquet/crate_lifecycles.parquet
- config_name: dependency_edges
data_files:
- split: train
path: data/parquet/dependency_edges.parquet
- config_name: feature_edges
data_files:
- split: train
path: data/parquet/feature_edges.parquet
- config_name: release_transitions
data_files:
- split: train
path: data/parquet/release_transitions.parquet
- config_name: yanked_versions
data_files:
- split: train
path: data/parquet/yanked_versions.parquet
- config_name: yank_replacements
data_files:
- split: train
path: data/parquet/yank_replacements.parquet
- config_name: manifest_patterns
data_files:
- split: train
path: data/parquet/manifest_patterns.parquet
---
# CratesDataset
This revision publishes the immutable crates.io metadata snapshot `2026-07-25` generated by CratesDataset `0.1.0`. It contains eight extractive or deterministic analytical tables.
## Load a table
```python
from datasets import load_dataset
versions = load_dataset(
"Aptlantis/crates-dataset", "crate_versions", split="train"
)
```
Parquet is the configured Hub representation used by the dataset viewer. Matching JSONL-Zstandard files are available under `data/jsonl/` as direct downloads; they are intentionally excluded from `configs` to prevent duplicate rows.
## Dataset catalog
| Configuration | Grain | Rows |
| --- | --- | ---: |
| `crate_versions` | one crate version | 2756031 |
| `crate_lifecycles` | one crate | 305334 |
| `dependency_edges` | one dependency declaration | 31473381 |
| `feature_edges` | one feature activation/member relationship | 11212430 |
| `release_transitions` | one adjacent release pair | 2450697 |
| `yanked_versions` | one yanked version | 109728 |
| `yank_replacements` | one yanked version and deterministic replacement candidate | 109728 |
| `manifest_patterns` | one rule match | 2371150 |
## Provenance
- Snapshot: `2026-07-25`
- Source rows: 2756031
- Rejected rows: 0
- Source SHA-256: `f23f16fbe51d3c71f126c69c1600196586de4931bdb5ee9a58f47c1a589808ed`
- Generator: `0.1.0`
- DuckDB: `v1.5.5 (Variegata) d8cdaa33fd`
- Derivation: `extractive+deterministic`
The exact file hashes, validation evidence, source identity, schemas, and distribution basis are included in `metadata/` and `schemas/`.
## Limitations
- The source snapshot contains yank state but no yank-event timestamp.
- Yank replacement records are deterministic candidates, not authoritative maintainer intent.
- Manifest patterns are reproducible signals and do not establish maliciousness.
`yank_replacements` contains deterministic candidate replacements. They are not maintainer-confirmed replacements or authoritative explanations for a yank.
Manifest-pattern matches are reproducible signals, not evidence of maliciousness, vulnerability, or abandonment.
## Attribution and distribution
Derived from crates.io registry index metadata. crates.io, the Rust project, the Rust Foundation, and crate authors do not endorse this dataset.
See `metadata/DISTRIBUTION.md` for the recorded distribution basis and scope. The dataset-content license is distinct from the MIT license of the CratesDataset generator source code.