docs/SALESFORCE_MIGRATION.md

Migration to Salesforce/BehaviorBench

The canonical release destination is:

https://huggingface.co/datasets/Salesforce/BehaviorBench

Use the provided export script rather than copying the repository manually. It exports only the Polymarket BehaviorBench artifact and excludes manifold/, Git internals, caches, and unrelated local files.

1. Download the temporary repository with LFS objects

git lfs install
git clone https://huggingface.co/datasets/lyang84/BehaviorBench-camera-ready
cd BehaviorBench-camera-ready
git lfs pull
git lfs fsck

Do not use a source-code ZIP: large Parquet files are stored with Git LFS.

2. Build the clean Salesforce release directory

From the downloaded repository:

python scripts/prepare_salesforce_release.py --output ../BehaviorBench-release
cd ../BehaviorBench-release
python scripts/validate_artifact.py

The exporter uses croissant.json as the authoritative data-file manifest and also copies release documentation, compressed JSONL benchmark files, metadata, wallet lists, evaluation files, and scripts.

3. Upload without changing paths

Create the destination dataset repo, then:

cd BehaviorBench-release
git init
git lfs install
git lfs track "*.parquet" "*.jsonl.gz"
git add .
git commit -m "Release BehaviorBench artifact"
git branch -M main
git remote add origin https://huggingface.co/datasets/Salesforce/BehaviorBench
git push -u origin main

Do not rename dataset/, benchmark/, or files listed in croissant.json.

4. Validate the final hosted artifact

After the upload completes:

python scripts/check_hosted_artifact.py

This checks the final Salesforce dataset URL and every Croissant contentUrl. Then run the NeurIPS online Croissant validator and upload the validated croissant.json to OpenReview.

Failure prevention

• Ensure Git LFS is installed before download and upload.
• Confirm Parquet files are real binaries, not small LFS pointer files.
• Preserve case-sensitive paths and the main branch.
• Do not include manifold/ in the Salesforce repo.
• Do not edit croissant.json URLs unless the final organization/repository name changes.