API call from deployment to deployment hangs forever

[Clement-Lelievre]

Hi,

I'm having an issue that I don't get locally, it happens in the following scenario:

• I have two cog models deployed on Replicate (as Deployments)
• one of them at some point calls the other (see snippet below)
• they were built and deployed using cog==0.13.7 , replicate==1.0.4 , and the cog CLI 0.14.3, python 3.11, ubuntu==22.04

Here's how I call one deployment from the other:

from replicate.helpers import base64_encode_file

vectorizer_deployment = replicate.deployments.get(VECTORIZER_DEPLOYMENT)


with open(img_path, "rb") as f:
        b64 = base64_encode_file(f)
prediction = vectorizer_deployment.predictions.create(
            input={"images": [b64_images]} ,
        )
logger.debug(f"{prediction.id=}")
prediction.wait() # this line hangs forever after 30-ish GET requests

The called deployment does complete the inference, and I can see the status as succeeded on Replicate.
In the logs of the calling deployment, I can see about 30-ish GET requests, all looking like INFO:httpx:HTTP Request: GET https://api.replicate.com/v1/predictions/7atmc23wmsrga0cp7ag9y5s6pm "HTTP/1.1 200 OK"

I have investigated the replicate python client source code, I can see that the prediction.wait() method calls the '.reload()' method which itselfs performs the GET requests.
I've tried increasing the env var REPLICATE_POLL_INTERVAL but to no effect.

Strange thing is, as said above, locally it works! ie:

• when I run locally in python the main endpoint everything works well (I run like predictor.predict(...) )
• when I run locally with cog predict -i ..., inference goes through, but at the end after my inference completes I get this error log:
  {"logger": "cog.server.worker", "timestamp": "2025-04-15T19:11:52.878929Z", "exception": "Traceback (most recent call last):\n File \"/root/.pyenv/versions/3.11.10/lib/python3.11/site-packages/cog/server/worker.py\", line 299, in _consume_events\n self._consume_events_inner()\n File \"/root/.pyenv/versions/3.11.10/lib/python3.11/site-packages/cog/server/worker.py\", line 337, in _consume_events_inner\n ev = self._events.recv()\n ^^^^^^^^^^^^^^^^^^^\n File \"/root/.pyenv/versions/3.11.10/lib/python3.11/multiprocessing/connection.py\", line 251, in recv\n return _ForkingPickler.loads(buf.getbuffer())\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\nTypeError: URLPath.__init__() missing 3 required keyword-only arguments: 'source', 'filename', and 'fileobj'", "severity": "ERROR", "message": "unhandled error in _consume_events"}

So far I'm clueless as to why everything suddenly hangs, making all my project useless. I guess it's due to the deployed environment.

@zeke @erbridge @meatballhat @aron @mattt

thanks for your help