Credentials¶
Unibox relies on standard credential chains from the underlying SDKs:
- Hugging Face via huggingface_hub.
- AWS via boto3.
This page shows the most common setup paths.
Hugging Face¶
Option 1: Login via CLI (recommended)¶
huggingface-cli login
This stores a token in your HF cache. huggingface_hub will pick it up automatically.
Option 2: Set env var¶
export HF_TOKEN="hf_..."
Note
huggingface_hub also supports HUGGINGFACE_HUB_TOKEN. If both exist, it uses the highest-priority token it finds.
Verify¶
import unibox as ub
# This should work if your token is valid
ub.loads("hf://huggingface/README")
AWS (S3)¶
Option 1: Environment variables¶
export AWS_ACCESS_KEY_ID="..."
export AWS_SECRET_ACCESS_KEY="..."
export AWS_DEFAULT_REGION="us-east-1"
Option 2: AWS config files¶
Most users already have these in:
- ~/.aws/credentials
- ~/.aws/config
Boto3 will detect them automatically.
Verify¶
import unibox as ub
# Try listing a bucket prefix
ub.ls("s3://my-bucket/data", exts=[".csv"])
Warning
If you see permission errors, double-check the bucket policy and IAM permissions.
Optional: helper¶
If you already have credentials cached locally, you can apply them with:
from unibox.utils.credentials_manager import apply_credentials
apply_credentials("aws", "hf")
This helper loads standard credential locations and exports environment variables for the current process.
Next steps¶
- Jump back to the 5‑minute tour. → Quickstart
- Load and save datasets and files. → Hugging Face guide
- Read and write objects from S3. → S3 guide