IssueTracker

For many in scientific python community to use App engine, we need Scipy, Scikit and Pandas in App Engine.

Hi.
It is really important and progressive that in suppporting the use of Python, that relevant tools that are revolutionising the the Python world are included as third party libraries.

Please do host it up. We need PANDAS on the app engine

I agree that Scipy, Scikit and Pandas would be very useful in the App Engine.

Yes, scipy and pandas would be great. I'm a big fan of App Engine but had to switch to a new platform for my current project.

hello - chiming in that pandas support in appengine would be wonderful.

+1 on more scientific computing support in app engine.

+1 for NumPy, SciPy, Pandas and Scikit

Yes. The data analysis package PANDAS and machine learning package sklearn (aka scikits.learn) would be *hugely* beneficial. At the moment, I am writing stripped-down versions of their classes but theirs are much faster / safer / more reusable.

It would be a real benefit having pandas integrated into appengine.
Thanks a lot.

#pandas #python please..

#Pandas is very important if large amounts of data is to be processed. Tile it is not present could someone suggest other replacements please..

+1 for Pandas, a great tool for financial data analysis.

+1 for Pandas. It is an integral member of the quantitative python pantheon

+1 for the scientific python stack (numpy, scipy, pandas, matplotlib)

+1 for Pandas. Essential for quickly building many data analysis routines.

+1 it's highly required for quick data analysis before storing back to the datastore

+1 ... Yet another plus one for Pandas.

No Panda No GAE!

vote!

come on... put pandas on already!!

+1 Voting for inclusion.

This is taking an immense amount of time to include - ticket has been open for over 10 months now!

Why cant custom .egg be bundeled with GAE?
This shouldnt be so much a challenge - youd think - with all the "computer science" talent google claims to have - creating a sandbox or profilers for application dependent on open source libraries is a must.

+1. Pandas would be great. Essential really.

Some of you may be interested in this program:
"App Engine VM-based Backends - Trusted Tester Sign-up"
http://goo.gl/uw9oaq

'+1. Pandas please...

Second this

I've given up on this being added and deployed to Heroku instead - surprisingly easy to get up and running and conparitively flexible for a PaaS

a lack of pandas (and to a lesser extent scipy and scikits) is the only reason i'm considering other paas options. Can we at least get a heads up on this status?

yes, please, give us some news on this. If it's not going to happen any time soon, at least we know we have to implement plan B!

Yes - this is the only reason for me not using GAE exclusively

Yes, as a researcher I found Python libraries such as pandas and scipy very useful. GAE is great for efficient development of cloud applications, however since it doesn't support these scientific libraries its usage in serious scientific work is very limited.

Unfortunately I've had to resort to using Heroku for this reason alone. I also like the fact that they enforce PIP based packaging.

Yes - this is the only reason for me not using GAE exclusively too )

I really need SciPy, Pandas and Scikit on gae to use my recent aknoledgment in data analisys. please do it!

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I think it is not hard to add a library? why Google never listen to its users?

please add pandas - soooooo useful for quant analysis!

please add pandas

Pandas please

Pandas, come on already Google make this happen on GAE!

Please support pandas as a hosted library

We need pandas!

Pandas please

Pandas is a must!

With the new Managed VMs (https://developers.google.com/cloud/managed-vms) it's possible to run any libraries you like on app engine backends, including pandas.  Watch some of the sessions that were part of this event for more info: https://cloud.google.com/events/google-cloud-platform-live/ . (Videos of these sessions coming soon).
E.g., one of the demos used python-opencv.
Managed VMs are currently part of an Early Access Program.

please add pandas

please add pandas

Please add pandas.

"141 people starred this issue and may be notified of changes."

Please *star* the issue to show your support rather than posting a comment (and encourage others to star it). Commenting sends an email to everyone on this list. Thanks.

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please add pandas

No wonder GAE is losing out.
Please add pandas and SciPy

please add pandas

please add pandas, please!!

Please add pandas support to App Engine.

C'mon Google guys, add pandas already! I'm right now looking for a suitable platform - actually, I wasn't looking, was gonna use GAE. But now that I find out pandas isn't supported...

Or at least tell us why you don't want to add it.

I guess we will have to use something else. Thank god I learned this before actually deploying the website

must have!

You can use App Engine Managed VMs, now in Beta, to run libraries that don't run in the 'sandbox'.
https://cloud.google.com/appengine/docs/managed-vms/

Please use Python Managed VMs to gain access to Python Modules that are compiled to native code and not included in the runtime.

https://cloud.google.com/appengine/docs/python/managed-vms/

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Add pandas.

pandas please!!!!!!!!!!!!!!!!!!!!!!!!

add panda please

Guys, please stop commenting "add pandas". This issue has been marked as "wont fix" because there's a way to get Pandas running on App Engine using the Managed VMs, as stated in many comments above. The documentation for Managed VMs states clearly how to configure them and get hem up and running. Once you've done that, you just need to install pandas into the container. https://cloud.google.com/appengine/docs/managed-vms/

Panda needed!

Please add Pandas, and PhantomJS.  Much thanks for the new VM option.

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OpenCV on GAE would be the ultimate blessing.
Also, Pandas.

+ 1 for pandas in sandbox.

Please add pandas. It is useful.

We need Pandas! Pandas! Pandas! Please allow Pandas

I'm sure you're tired of hearing the calls for Pandas, but "run in a Managed VM" isn't always a viable option, and certainly the additional engineering and deployment overhead doesn't always make it a worthwhile change.

Add pandas, numpy

Are you kidding me? you seriously haven't added pandas by now? is this a joke?

Please add Pandas, run in Managed VM is not an option

Please add pandas!!

Pandas would be great!

Panda panda panda you can do it! I believe!

Please add pandas and scikit to GAE as a supported lib :)

Pandas please!!!!

Pandas please!!!!  Now!!!!

Pandas!! it's absolutely essential!!!

please add it!!

please
import pandas

We need pandas on GAE

pandas +

Please add pandas.

One more to the count. Pandas please!

Unfortunate to see "won't fix" status on this issue.

please, add pandas

Please add pandas!

pandas is needed!

Please add pandas

ADD panda

Pandas please.

it's time to switch to google compute engine and not get blocked by app engine environment.

Please add pandas.

add pandas

Please add pandas.

Please add pandas!!

+1 for pandas!

+1

In general I would like to see the whole python science stack added to app engine standard environment, we have app engine flexible ofc. but it does not scale down to zero making the concept of microservice architecture very costly.

We need pandas!!!!!!!

+1 for pandas

Wow, there's been a lot of support spanning over the last 4 years.
+1

+1 scipy, cvxopt, statsmodels and pandas would be very helpful in the App Engine standard environment.

+1 pandas

+1 pandas

and can we get current versions of numpy and matplotlib while we're at it?

Pandas is essential for us. Unfortunately, we will have to drop AppEngine servers as Google won`t give support to it.

+1 for panda

+1 panda

+1

+1 pandas

+1 pandas

Add numpy latest versions and pandas

+1 pandas

+1 pandas

+1 for pandas

please add pandas (((((

+1 pandas

The second generation of App Engine (Python 3.7) allows installing any arbitrary Python library (including Pandas). It always depends on the use case, but if you are using first generation (Python 2.7) and you want to use Pandas, then you can create "service"/app in second gen. runtime and do Pandas stuff there. Last week most instance types for second gen (not first) got double amount of RAM, so extra reason to start using them. Again, it always depends on the use case.
This request is from 2013 and relates to the first gen. In my opinion (I'm not from Google) they won't do any changes to the first gen. runtime, so this issue could be closed :)

Thnks!

+1 pandas