Beginner

The beginner tier data can be found in RMDC26_Beginner_Tier.parquet. If read in properly, it should have a shape of 9,230,048 rows x 14 columns and contain lightcurves for 188 unique events. The columns are as follows.

1. name - The event name. These should go from RMDC26_000001 to RMDC26_000188.
2. l_deg - The galactic longitude of the event in degrees.
3. b_deg - The galactic latitude of the event in degrees.
4. ra_deg - The right ascension of the event in degrees.
5. dec_deg - The declination of the event in degrees.
6. bjd - The time in BJD.
7. filt - The filter being used in the given observation.
8. mag - The observed magnitude in the given filter.
9. mag_err - The magnitude error in the given filter.
10. extinction - The target's estimated extinction, $A_{filt}$, in the given filter.
11. obs_x - The observer position x-component in AU (Cartesian-ecliptic reference frame).
12. obs_y - The observer position y-component in AU (Cartesian-ecliptic reference frame).
13. obs_z - The observer position z-component in AU (Cartesian-ecliptic reference frame).
14. saturation_flag - Whether the target is saturated in the given observation (0 for no, 1 for yes).

Uploading

CLI:

# Install the Hugging Face CLI
brew install huggingface-cli

# Login with your Hugging Face credentials
hf auth login

# Push your dataset files
hf upload RGES-PIT/Beginner . --repo-type=dataset

Python:

from huggingface_hub import HfApi

api = HfApi(token=os.getenv("HF_TOKEN"))
api.upload_folder(
    folder_path="/path/to/local/dataset",
    repo_id="RGES-PIT/Beginner",
    repo_type="dataset",
)

HTTPS:

# Make sure git-lfs is installed (https://git-lfs.com)
git lfs install

git remote add origin https://huggingface.co/datasets/RGES-PIT/Beginner

# You'll be prompted for your HF credentials
git push -u origin main

SSH:

# Make sure git-lfs is installed (https://git-lfs.com)
git lfs install

git remote add origin git@hf.co:datasets/RGES-PIT/Beginner

# Make sure SSH key is set in your user settings (https://huggingface.co/settings/keys)
git push -u origin main