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serena-ruan avatar serena-ruan commented on September 23, 2024

Thanks for reporting this @s-natsubori ! It sounds reasonable to add --timeout args in mlflow server command. We'll discuss internally and get back to you. Would you like to contribute if possible?

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s-natsubori avatar s-natsubori commented on September 23, 2024

Thanks for check.
I think, it can be solved by set timeout to requests.

response = requests.request(request_type, f"{target_uri}/{gateway_path}", json=json_data)

 response = requests.request(request_type, f"{target_uri}/{gateway_path}", json=json_data, timeout=REQUEST_TIMEOUT)

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serena-ruan avatar serena-ruan commented on September 23, 2024

Could you raise a PR to add an environment variable and support passing it here? You already have the context to test it then 😄

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s-natsubori avatar s-natsubori commented on September 23, 2024

Sorry, I misunderstood.
request module is not the cause of the error.

I tried setting the timeout parameter to request , but the situation did not change at all.
Next, I try to control aiohttp.ClientTimeout but this also has no effect.
(I'm new to aiohttp, so my settings may be wrong.)

timeout = aiohttp.ClientTimeout(total=MLFLOW_GATEWAY_ROUTE_TIMEOUT_SECONDS)

From Stack trace, It also appears that the fastAPI process timeout is the cause.
Any Idea?

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github-actions avatar github-actions commented on September 23, 2024

@mlflow/mlflow-team Please assign a maintainer and start triaging this issue.

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