Spaces:
Sleeping
Sleeping
Update code_reviewer.py
Browse files- code_reviewer.py +25 -3
code_reviewer.py
CHANGED
|
@@ -4,6 +4,28 @@ from transformers import pipeline
|
|
| 4 |
reviewer = pipeline("text2text-generation", model="google/flan-t5-base")
|
| 5 |
|
| 6 |
def review_code(code_text):
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
reviewer = pipeline("text2text-generation", model="google/flan-t5-base")
|
| 5 |
|
| 6 |
def review_code(code_text):
|
| 7 |
+
# Ask model for both feedback + improved code
|
| 8 |
+
prompt = f"""
|
| 9 |
+
You are a code review assistant. Analyze the following code diff or snippet:
|
| 10 |
+
{code_text}
|
| 11 |
+
|
| 12 |
+
1. Give clear review feedback with improvements.
|
| 13 |
+
2. Then provide a refactored/improved version of the code.
|
| 14 |
+
Format the response as:
|
| 15 |
+
FEEDBACK:
|
| 16 |
+
<your feedback here>
|
| 17 |
+
|
| 18 |
+
CODE:
|
| 19 |
+
<improved code here>
|
| 20 |
+
"""
|
| 21 |
+
|
| 22 |
+
output = reviewer(prompt, max_length=800, do_sample=False)
|
| 23 |
+
response = output[0]['generated_text']
|
| 24 |
+
|
| 25 |
+
# Split into feedback & code
|
| 26 |
+
if "CODE:" in response:
|
| 27 |
+
feedback, code = response.split("CODE:", 1)
|
| 28 |
+
feedback = feedback.replace("FEEDBACK:", "").strip()
|
| 29 |
+
return feedback, code.strip()
|
| 30 |
+
else:
|
| 31 |
+
return response, ""
|