Ziga Kerec
commited on
Commit
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2f17452
1
Parent(s):
0e6f1d4
custom handler added
Browse files- .gitignore +1 -0
- handler.py +20 -0
- test.py +17 -0
.gitignore
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/env
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handler.py
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from typing import Dict, List, Any
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class EndpointHandler():
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def __init__(self, path=""):
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# Preload all the elements you are going to need at inference.
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# pseudo:
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# self.model= load_model(path)
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print("Loading model")
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def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
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"""
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data args:
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inputs (:obj: `str` | `PIL.Image` | `np.array`)
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kwargs
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Return:
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A :obj:`list` | `dict`: will be serialized and returned
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"""
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# pseudo
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# self.model(input)
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test.py
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from handler import EndpointHandler
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# init handler
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my_handler = EndpointHandler(path=".")
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# # prepare sample payload
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# non_holiday_payload = {"inputs": "I am quite excited how this will turn out", "date": "2022-08-08"}
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# holiday_payload = {"inputs": "Today is a though day", "date": "2022-07-04"}
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# # test the handler
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# non_holiday_pred=my_handler(non_holiday_payload)
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# holiday_payload=my_handler(holiday_payload)
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# # show results
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# print("non_holiday_pred", non_holiday_pred)
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# print("holiday_payload", holiday_payload)
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