YassineB commited on
Commit
e086f2b
0 Parent(s):

add random inference endpoint

Browse files
Files changed (2) hide show
  1. handler.py +29 -0
  2. requirements.txt +3 -0
handler.py ADDED
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+ from typing import Dict, List, Any
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+ import holidays
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+ import random
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+
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+ class EndpointHandler():
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+ def __init__(self, path=""):
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+ self.pipeline = lambda x: random.random()
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+ self.holidays = holidays.US()
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+
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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`)
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+ date (:obj: `str`)
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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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+ # get inputs
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+ inputs = data.pop("inputs",data)
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+ date = data.pop("date", None)
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+
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+ # check if date exists and if it is a holiday
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+ if date is not None and date in self.holidays:
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+ return [{"label": "happy", "score": 1}]
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+
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+
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+ # run normal prediction
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+ prediction = self.pipeline(inputs)
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+ return prediction
requirements.txt ADDED
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+ holidays
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+ torch
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+ torchvision