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Answered
Hi, For

Hi, For clearml-serving , is there any contract on how the output from the model should be formatted. I have created a custom engine for spacy which will return a numpy array as output. I can see through my logs that it is correctly returned. But i get this below error as response. It seems to coming from fastapi. In this example [ORG,PRODUCT] is my result from model.
Any pointers would be helpful. Thanks.
` Output is
['ORG' 'PRODUCT']
INFO: 10.4.0.1:43954 - "POST /serve/test_model_spacy HTTP/1.1" 500 Internal Server Error
ERROR: Exception in ASGI application
Traceback (most recent call last):
File "/usr/local/lib/python3.8/site-packages/fastapi/encoders.py", line 137, in jsonable_encoder
data = dict(obj)
ValueError: dictionary update sequence element #0 has length 3; 2 is required

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/usr/local/lib/python3.8/site-packages/fastapi/encoders.py", line 141, in jsonable_encoder
data = vars(obj)
TypeError: vars() argument must have dict attribute `

  
  
Posted 2 years ago
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Answers


Got this working after using the preprocess step similar to the sklearn example to convert the input explicitly to list.

  
  
Posted 2 years ago
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1 Answer
2 years ago
one year ago
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