VerifierBench / USAGE.md
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Usage

Load tasks and candidates with split="full" as shown in the README. Decode the content columns with json.loads and join the two tables on task_id.

Fields Meaning
task_id, candidate_id Stable IDs linking tasks and candidates
benchmark, task_type, source_* Source and task metadata
task_spec_json, candidate_view_json Task specification and candidate content as JSON strings
label, candidate_class PASS/FAIL reference label and construction category
content_access Embedded content or AppWorld local reconstruction
*_sha256, known_issue Content verification hashes and recorded issue annotations

AppWorld content is null in Parquet. Obtain the official data using the AppWorld setup instructions, then run from this repository:

python -m pip install -r requirements.txt
python scripts/materialize.py --kind generation --appworld-root /path/to/appworld_root --output /path/to/tasks
python scripts/materialize.py --kind evaluation --appworld-root /path/to/appworld_root --output /path/to/candidates

The AppWorld root must contain data/. Use separate output directories outside this repository. The scripts reconstruct all 222 tasks and 4,993 candidates and reject source data that does not match the frozen hashes. Generate verifiers without access to candidates or labels. Keep reconstructed AppWorld plaintext local; its protected content requires encryption for public redistribution.