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ray-project / ray-llm

RayLLM - LLMs on Ray
https://aviary.anyscale.com
Apache License 2.0
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Run rayllm frontend on head pod fails #142

Open viirya opened 4 months ago

viirya commented 4 months ago

I tried to run the rayllm frontend on the deployed rayllm head pod:

serve run rayllm.frontend.app:app --non-blocking

But got:

2024-03-11 16:09:55,259 INFO scripts.py:438 -- Running import path: 'rayllm.frontend.app:app'.
[WARNING 2024-03-11 16:09:57,981] api.py: 372  DeprecationWarning: `route_prefix` in `@serve.deployment` has been deprecated. To specify a route prefix for an application, pass it into `serve.run` instead.
[WARNING 2024-03-11 16:09:59,475] mongo_secrets.py: 35  Failed to retrieve mongo secret, Exception: Unable to locate credentials
No MongoDB logger defined, will default to the CSVLogger
Traceback (most recent call last):
  File "/home/ray/anaconda3/bin/serve", line 8, in <module>
    sys.exit(cli())
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1157, in __call__
    return self.main(*args, **kwargs)
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1078, in main
    rv = self.invoke(ctx)
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1688, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1434, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 783, in invoke
    return __callback(*args, **kwargs)
  File "/home/ray/anaconda3/lib/python3.9/site-packages/ray/serve/scripts.py", line 440, in run
    import_attr(import_path), args_dict
  File "/home/ray/anaconda3/lib/python3.9/site-packages/ray/_private/utils.py", line 1182, in import_attr
    module = importlib.import_module(module_name)
  File "/home/ray/anaconda3/lib/python3.9/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 850, in exec_module
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/frontend/app.py", line 61, in <module>
    ALL_MODELS = sdk.models()
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/sdk.py", line 82, in models
    models = get_openai_client().models.list()
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/sdk.py", line 75, in get_openai_client
    backend = get_aviary_backend()
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/sdk.py", line 60, in get_aviary_backend
    raise URLNotSetException("AVIARY_URL or OPENAI_API_BASE must be set")
rayllm.sdk.URLNotSetException: AVIARY_URL or OPENAI_API_BASE must be set

I don't see any document mentioning the value of AVIARY_URL. I tried with export AVIARY_URL="http://localhost:8000" but got a different error:

2024-03-11 16:12:07,032 INFO scripts.py:438 -- Running import path: 'rayllm.frontend.app:app'.                     
[WARNING 2024-03-11 16:12:09,659] api.py: 372  DeprecationWarning: `route_prefix` in `@serve.deployment` has been deprecated. To specify a route prefix for an application, pass it into `serve.run` instead.                          
[WARNING 2024-03-11 16:12:11,116] mongo_secrets.py: 35  Failed to retrieve mongo secret, Exception: Unable to locate credentials                                                                                                       
No MongoDB logger defined, will default to the CSVLogger                                                                                                                                                                               
Connecting to Aviary backend at: http://localhost:8000/v1                                                          
[INFO 2024-03-11 16:12:11,258] _base_client.py: 952  Retrying request to /models in 0.834944 seconds               
[INFO 2024-03-11 16:12:12,101] _base_client.py: 952  Retrying request to /models in 1.502290 seconds              
Traceback (most recent call last):                                                                                 
  File "/home/ray/anaconda3/lib/python3.9/site-packages/httpcore/_exceptions.py", line 10, in map_exceptions       
    yield                                                                                                          
  File "/home/ray/anaconda3/lib/python3.9/site-packages/httpcore/_sync/http11.py", line 142, in _send_request_headers     
    event = h11.Request(                                                                                           
  File "/home/ray/anaconda3/lib/python3.9/site-packages/h11/_events.py", line 96, in __init__    
    self, "headers", normalize_and_validate(headers, _parsed=_parsed)                                              
  File "/home/ray/anaconda3/lib/python3.9/site-packages/h11/_headers.py", line 164, in normalize_and_validate                                                                                                                          
    validate(_field_value_re, value, "Illegal header value {!r}", value)                                                                                                                                                               
  File "/home/ray/anaconda3/lib/python3.9/site-packages/h11/_util.py", line 91, in validate                        
    raise LocalProtocolError(msg)                                                                                  
h11._util.LocalProtocolError: Illegal header value b'Bearer '                                                      
The above exception was the direct cause of the following exception:                                                                                                                                                                   

Traceback (most recent call last):                                                                                                                                                                                                     
  File "/home/ray/anaconda3/bin/serve", line 8, in <module>                                                        
    sys.exit(cli())                                                                                                
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1157, in __call__                     
    return self.main(*args, **kwargs)                                                                              
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1078, in main                         
    rv = self.invoke(ctx)                                                                                          
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1688, in invoke                                                                                                                                           
    return _process_result(sub_ctx.command.invoke(sub_ctx))                                                        
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 1434, in invoke                       
    return ctx.invoke(self.callback, **ctx.params)                                                                 
  File "/home/ray/anaconda3/lib/python3.9/site-packages/click/core.py", line 783, in invoke                                                                                                                                            
    return __callback(*args, **kwargs)                                                                                                                                                                                                 
  File "/home/ray/anaconda3/lib/python3.9/site-packages/ray/serve/scripts.py", line 440, in run                    
    import_attr(import_path), args_dict                                                                            
  File "/home/ray/anaconda3/lib/python3.9/site-packages/ray/_private/utils.py", line 1182, in import_attr          
    module = importlib.import_module(module_name)                                                                                                                                                                                      
  File "/home/ray/anaconda3/lib/python3.9/importlib/__init__.py", line 127, in import_module                       
    return _bootstrap._gcd_import(name[level:], package, level)                                                    
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import                                                  
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load                                                                                                                                                                   
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked                                       
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked                                                
  File "<frozen importlib._bootstrap_external>", line 850, in exec_module                                          
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed                                                                                                                                                         
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/frontend/app.py", line 61, in <module>                                                                                                                                  
    ALL_MODELS = sdk.models()                                                                                                                                                                                                          
  File "/home/ray/anaconda3/lib/python3.9/site-packages/rayllm/sdk.py", line 82, in models   
    models = get_openai_client().models.list()                                                                     
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/resources/models.py", line 75, in list                                                                                                                                  
    return self._get_api_list(                                                                                     
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 1137, in get_api_list        
    return self._request_api_list(model, page, opts)                                                               
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 982, in _request_api_list                                                                                                                        
    return self.request(page, options, stream=False)                                                               
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 853, in request                                                                                                                                  
    return self._request(                                                                                                                                                                                                              
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 896, in _request             
    return self._retry_request(                                                                                                                                                                                                        
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 958, in _retry_request       
    return self._request(                                                                                          
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 896, in _request             
    return self._retry_request(                                                                                                                                                                                                        
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 958, in _retry_request       
    return self._request(                                                                                                                                                                                                              
  File "/home/ray/anaconda3/lib/python3.9/site-packages/openai/_base_client.py", line 905, in _request                                                                                                                                 
    raise APIConnectionError(request=request) from err                                                             
openai.APIConnectionError: Connection error.
golemsentience commented 2 months ago

I am dealing with the exact same issue. Have you had any luck?