42

handler.py

@@ -1,8 +1,14 @@
 from typing import Dict, List, Any
+from transformers import pipeline
+import holidays
+import sys
+import os
+
 
 class EndpointHandler:
     def __init__(self, path=""):
-        pass
+        self.pipeline = pipeline("text-classification", model=path)
+        self.holidays = holidays.US()
 
     def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
         """
@@ -12,4 +18,24 @@ class EndpointHandler:
         Return:
               A :obj:`list` | `dict`: will be serialized and returned
         """
-        return [{"text": "Hello World"}, {"text": "Hello World2"}]
+        os.system('echo $PWD')
+        os.system('python --version')
+        os.system('python3 --version')
+        os.system('ls')
+        os.system('ls huggingface_inference_toolkit')
+        os.system('ps -ef')
+        os.system('uname -a')
+        os.system('cat webservice_starlette.py')
+
+        # get inputs
+        inputs = data.pop("inputs", data)
+        # get additional date field
+        date = data.pop("date", None)
+
+        # check if date exists and if it is a holiday
+        if date is not None and date in self.holidays:
+            return [{"label": "happy", "score": 1}]
+
+        # run normal prediction
+        prediction = self.pipeline(inputs)
+        return prediction