question-mark
Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

Add support of parameter `storage_options` in functions `modin.pandas.read_*`

See original GitHub issue

Describe the problem

When pandas will release storage_options for read_* functions (which are currently supported in master) we should include this feature in modin.

Issue Analytics

  • State:closed
  • Created 3 years ago
  • Comments:10 (7 by maintainers)

github_iconTop GitHub Comments

3reactions
devin-petersohncommented, Aug 23, 2021

Hi @youthmrg, sorry for the delay in responding (I finally wrapped up my PhD thesis and graduated 😄).

This is among the highest priority actions for the next release. I am planning on working on this in the next couple of weeks.

2reactions
youthmrgcommented, Jul 20, 2021

@devin-petersohn Your work is amazing. I also encountered this problem: I need to read a CSV file from an S3-like storage system, and I need to specify the endpoint_url instead of getting the file from AWS. Pandas-1.2.4 provides the storage_options parameter, as shown below, I can successfully read the CSV file from the S3-like storage system. What is the progress of solving this problem? Is there a version that has been solved for testing or use?

options={
        "key": <AWS_ACCESS_KEY_ID>,
        "secret":  <AWS_SECRET_ACCESS_KEY>,
        "client_kwargs": {
            "endpoint_url": <AWS_ENDPOINT>,
            "region_name": <AWS_DEFAULT_REGION>
        }
    }
Read more comments on GitHub >

github_iconTop Results From Across the Web

pd.DataFrame supported APIs - Modin
DataFrame method pandas Doc link Implemented? (Y/N/P/D) T T Y abs abs Y add add Y
Read more >
Using Pandas on Ray (Modin) — Ray 2.2.0
Modin, previously Pandas on Ray, is a dataframe manipulation library that allows users to speed up their pandas workloads by acting as a...
Read more >
Release 0+untagged.50.ge6068ba.dirty Modin contributors
As a result, DaskDF does not support a sort function. Modin reproduces the intuitive behavior in pandas where the order of the DataFrame...
Read more >
Modin - How to speedup pandas by changing one line ...
In the below code we read a dataset using both pandas and modin and record the time. # Read in the data with...
Read more >
Scaling Interactive Data Science Transparently with Modin
4.3 Performance of read csv on 144 cores versus pandas. ... to entry for new Modin users, and also yields a roadmap to...
Read more >

github_iconTop Related Medium Post

No results found

github_iconTop Related StackOverflow Question

No results found

github_iconTroubleshoot Live Code

Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free

github_iconTop Related Reddit Thread

No results found

github_iconTop Related Hackernoon Post

No results found

github_iconTop Related Tweet

No results found

github_iconTop Related Dev.to Post

No results found

github_iconTop Related Hashnode Post

No results found