Pandas Integration¶

Load open-data resources directly into pandas DataFrames through the direct-resource data plane.

Install the extra:

pip install "datasluice[pandas]"

Stream any resolved resource into a DataFrame:

from datasluice import DataSluice, DirectResourceLocator

with DataSluice() as ds:
    direct = DirectResourceLocator(uri="https://example.org/data.csv")
    frame = ds.open(direct).to_pandas()
    print(frame.shape)

to_pandas is a terminal on the opened resource: the underlying batch stream is consumed exactly once and released on close. The same flow works for local files, remote URLs, and any resource resolved from a catalog connector's normalized records.