Copy-number variation .md

Agentic variant analysis of the 1000 Genomes Project — VCF → Parquet curation under a schema contract, then Polars / DuckDB / PyArrow queries and agent-tracked genomic-band analyses.

Write-up: Agentic variant analysis of the 1000 Genomes Project

Instance: laminlabs/1000genomes · Projects: Lakehouse benchmarks · Agentic workflows

Agentic analyses

Example task: count variants in a genomic band (chr1:150–200 Mb) — raw Parquet files vs. collection schema contract (blog Fig. 1).

Approach

Script

Agent run

Via collection

count_variants_band.py

run

Via raw files

count_chr1_band.py

run