Upload CodeSummarize.py

CodeSummarize.py

@@ -0,0 +1,34 @@
+import sys
+
+from transformers import RobertaTokenizer, T5ForConditionalGeneration
+
+def summarize_code(code_snippet):
+    # Load the tokenizer and model
+    tokenizer = RobertaTokenizer.from_pretrained('Salesforce/codet5-base')
+    model = T5ForConditionalGeneration.from_pretrained('Salesforce/codet5-base-multi-sum')
+
+    # Prepare the input text
+    input_text = code_snippet.strip()
+    input_ids = tokenizer.encode(input_text, return_tensors='pt')
+
+    # Generate a summary
+    generated_ids = model.generate(input_ids, max_length=20)
+    summary = tokenizer.decode(generated_ids[0], skip_special_tokens=True)
+
+    return summary
+
+# Example usage
+# code_snippet = """
+
+#     if len(sys.argv) < 2:
+#         print("Usage: python <script_name.py> cluster_location image1 image2 ... imageN")
+#         sys.exit()
+
+# """
+code_snippet = sys.argv[1]
+if len(sys.argv) < 1:
+        print("Usage: python <script_name.py> <code-Snippet>")
+        sys.exit()
+
+summary = summarize_code(code_snippet)
+print("Summary:", summary)