Update README.md

README.md

@@ -42,13 +42,57 @@ import re
 import json
 from datasets import load_dataset
 
+PROMPT_TEMPLATE = """\
+We are currently solving the following issue within our repository. Here is the issue text:
+--- BEGIN ISSUE ---
+{issue}
+--- END ISSUE ---
+
+Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
+--- BEGIN FILES ---
+{file_context}
+--- END FILES ---
+
+Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.
+
+Here is an example:
+
+```diff
+diff --git a/examples/server_async.py b/examples/server_async.py
+--- a/examples/server_async.py
++++ b/examples/server_async.py
+@@ -313,4 +313,4 @@
+ 
+ 
+ if __name__ == "__main__":
+-    asyncio.run(run_async_server("."), debug=True)
++    asyncio.run(run_async_server(), debug=True)
+diff --git a/examples/server_sync.py b/examples/server_sync.py
+--- a/examples/server_sync.py
++++ b/examples/server_sync.py
+@@ -313,5 +313,5 @@
+ 
+ 
+ if __name__ == "__main__":
+-    server = run_sync_server(".")
++    server = run_sync_server()
+     server.shutdown()
+
+```
+"""
 
 ds = load_dataset("rasdani/github-patches-10k-sample-sorted", split="train")
 
 
+def prepend_line_numbers(file_content: str) -> str:
+    lines = file_content.split('\n')
+    lines = [f"{i+1} {line}" for i, line in enumerate(lines)]
+    return '\n'.join(lines)
+
 def normalize_diff(diff_text: str) -> str:
     diff_text = re.sub(r'(?m)^index [^\n]*\n', '', diff_text)
     diff_text = re.sub(r'(?m)^(@@[^@]*@@).*', r'\1', diff_text)
+    diff_text = diff_text.strip() + "\n"
     return diff_text
 
 def filter_diff_by_files(diff: str, touched_files: set) -> str:
@@ -87,7 +131,24 @@ def create_golden_diff(example):
     verification_info = json.dumps({"golden_diff": golden_diff})
     return {"golden_diff": golden_diff, "verification_info": verification_info}
 
+def create_prompt(example):
+    golden_diff = example["golden_diff"]
+    issue = example["issue"]
+    before_files = example["before_files"]
+    file_context = [f"Path: `{x['path']}`\nContent:\n```\n{prepend_line_numbers(x['content'])}```" for x in before_files]
+    file_context = "\n\n".join(file_context)
+    prompt = PROMPT_TEMPLATE.format(issue=issue, file_context=file_context, golden_diff=golden_diff)
+    # print(prompt)
+    # print("="*100)
+    return {"prompt": prompt}
+
+    
+
+
+ds_up = ds.map(create_golden_diff, num_proc=10)
+# example = ds_gen[-1]
+# create_prompt(example)
+ds_up = ds_gen.map(create_prompt, num_proc=10)
+ds_up.push_to_hub("rasdani/github-patches-debug")
 
-ds_gen = ds.map(create_golden_diff, num_proc=10)
-ds_gen.push_to_hub("rasdani/github-patches-genesys-debug")
 ```