vlbthambawita commited on
Commit
091beb2
1 Parent(s): 0364e84

adding custom handler

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Files changed (1) hide show
  1. handler.py +29 -0
handler.py ADDED
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+ from typing import Dict, List, Any
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+
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+ from transformers import AutoModel
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+
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+
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+
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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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+ self.model = AutoModel.from_pretrained("deepsynthbody/deepfake_ecg", trust_remote_code=True)
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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` | `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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+ num_samples = data.pop("num_samples",data)
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+
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+ output = self.model(num_samples)
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+
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+ # pseudo
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+ # self.model(input)
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+
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+ return output