How to Read Parquet file from AWS S3 Directly into Pandas using Python boto3

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Title: Getting Started with AWS S3 Bucket with Boto3 Python #7


Title: How to Read Parquet file from AWS S3 Directly into Pandas using Python boto3


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[karthikmallireddy]

Do you know why s3 select is scanning the whole parquet file every time when you use the select, it's actually a quite expensive operation when running on large files.

[gouravchoubey]

Does AWS Sagemaker supports parquet file for for mode training and scoring if not what is workaround? My data us stored in parquet format

[surajdighe]

Thanks for above use case..please can you please let me know how do we read same above data having one as struct column and one as map column

[shubhammural]

how to read parquet file from the azure blob storage in python do you have any idea about this,

[harshadthombare]

You have installed pyarrow, but it is not getting used anywhere. Can you please explain how it is being utilised?

[RenatoCamposRC]

Thanks a lot, Soumil ! It was really helpful. But, If I have a folder with many parts inside. Do we need to read one by one and combine all the data frames at the end or is possible to use the folder path as the filename parameter? Sometimes I need to read a parquet file with more than 50 parts.
Good luck with your channel

[engineersonly]

While installing fastparquet it is giving invalid syntax error

[ammadniazi]

The above code is not working and giving an error. Where you passed Client_id and Secret Key ??

[clintonfernandes]

will it not download the whole file and can create a memory issue ?

[kommidijayanthreddy]

How can I read 5gb of parquet file without any memory issues using python with pycharm

[unagarjuna]

How to read I have file in bucket name Naresh jnside I have store and again have data folder looks like
Naresh/store/data/my.parquet

How to read this one please help me out

[SDRP]

How do I select partial data from json file from S3 based on certain field values.

[charavegabrown]

Thanks but I am getting the error: ClientError: An error occurred (400) when calling the HeadObject operation: Bad Request ... what can I do ?

[raniataha]

Iam looking for a course to learn how to deal with big data (using pandas, aws s3, databricks)

[emmhmm]

How to convert parquet file to csv in python ?

[TheKauddin]

Sorry, I liked the video, but sounds like noisy ..