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naschmitz avatar naschmitz commented on July 28, 2024

Hi Mitchell, thanks for the detailed writeup.

One thing you could try is disabling SSL cert validation on the HTTP client passed into ee.Initialize.

import httplib2

http_transport = httplib2.Http(disable_ssl_certificate_validation=True)
ee.Initialize(
    opt_url='https://earthengine-highvolume.googleapis.com',
    http_transport=http_transport)

Let me know if that works.

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naschmitz avatar naschmitz commented on July 28, 2024

I'm going to close this issue. Please reopen if you have any more issues!

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ZZMitch avatar ZZMitch commented on July 28, 2024

Hey @naschmitz, sorry for the late response - I was not able to get to this yesterday. Thanks for your suggestion!

I tried it out and it did have an impact, but I am not sure it solved the issue. Let me explain...

I first added your suggestion and re-ran the same code above. Rather than getting an SSL error, the final line ran for 5-10 minutes and then crashed my Jupyter kernel. Next, I tried making the problem smaller (reducing the ic to a single day and just getting the mean - rather than using group by). This worked: after about 2 minutes I received the 'ds_mon' varible. However, I also tested this change without your suggestion and it also worked (after restarting the kernel).

Let me know if you have any other ideas. I may also consider testing other scenarios (e.g., with a different image collection and xarray manipulations) and seeing if I get similar results.

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