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pandas dataframe to parquet s3

By batman_on_leavebatman_on_leave on Jun 21, 2020
import awswrangler as wr
wr.pandas.to_parquet(
    dataframe=df,
    path="s3://my-bucket/key/my-file.parquet"
)

Source: stackoverflow.com

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read parquet from s3 and convert to dataframe

By Stupid SnakeStupid Snake on Mar 19, 2021
import pyarrow.parquet as pq
import s3fs

dataset = pq.ParquetDataset('s3://<s3_path_to_folder_or_file>', 
filesystem=s3fs.S3FileSystem(), filters=[('colA', '=', 'some_value'), ('colB', '>=', some_number)])
table = dataset.read()
df = table.to_pandas()

Source: stackoverflow.com

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