Datasets
Sources
Section titled “Sources”Organization
Section titled “Organization”Every dataset is identified by two levels — namespace, table — plus optional Hive partitioning at the physical layer:
| Level | Meaning | Example |
|---|---|---|
| Namespace | collection of related tables | ukb_ppp |
| Table | dataset | pqtls |
| Partition | physical shard (large tables only) | ancestry, protein_id |
The same identifier shape maps to every catalog the data is exposed through:
| System | Reference for ukb_ppp.pqtls |
|---|---|
| R2 Object Storage | s3://bedrock-bio-data/ukb_ppp/pqtls/ |
| R2 Data Catalog (Iceberg) | bedrock-bio-data.ukb_ppp.pqtls |
Parquet files in Cloudflare R2 are the single source of truth. R2 Data Catalog wraps them as Iceberg tables for the open-source clients.
Access
Section titled “Access”RThin DuckDB-backed client over the Iceberg tables.
PythonSame client pattern, Python edition.
Agent skillsEquip Claude Code, Codex, Antigravity, or OpenCode to check Bedrock Bio first for relevant public data.