Interact with AWS
The Interact with AWS page is under construction.
To read from or write to an AWS bucket, additional dependencies are needed:
$ pip install s3fs
In the next few snippets we'll demonstrate interacting with a Parquet
file
located on an AWS bucket.
Read
Load a .parquet
file using:
import polars as pl
import pyarrow.parquet as pq
import s3fs
fs = s3fs.S3FileSystem()
bucket = "<YOUR_BUCKET>"
path = "<YOUR_PATH>"
dataset = pq.ParquetDataset(f"s3://{bucket}/{path}", filesystem=fs)
df = pl.from_arrow(dataset.read())
Write
This content is under construction.