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Delete pipeline.py
Browse files- pipeline.py +0 -29
pipeline.py
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from typing import Dict, List, Any
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from transformers import pipeline
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import holidays
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class PreTrainedPipeline():
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def __init__(self, path=""):
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self.pipeline = pipeline("text-classification",model=path)
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self.holidays = holidays.US()
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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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# check if date exists and if it is 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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# run normal prediction
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prediction = self.pipeline(inputs)
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return prediction
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