[Feature] enhance the ability of humaneval_postprocess (#676)

* [Feature] enhance the ability of humaneval_postprocess

* refactor

* [Feature] Keep the old version of the function and realize the new function in humaneval_postprocess_v2.

* Update opencompass/datasets/humaneval.py

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Co-authored-by: Leymore <zfz-960727@163.com>
Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com>

opencompass/datasets/humaneval.py

@@ -104,6 +104,53 @@ def humaneval_postprocess(text: str) -> str:
     return text
 
 
+def humaneval_postprocess_v2(text: str) -> str:
+    """This is an advanced version of previous postprocess to handle more
+    situations, better to use this one."""
+    text = text.lstrip('\n')
+    if '```' in text:
+        blocks = re.findall(r'```(.*?)```', text, re.DOTALL)
+        if len(blocks) == 0:
+            text = text.split('```')[1]  # fall back to default strategy
+        else:
+            text = blocks[0]  # fetch the first code block
+            if not text.startswith('\n'):  # in case starting with ```python
+                text = text[max(text.find('\n') + 1, 0):]
+    if text.strip().startswith('from') or text.strip().startswith('import'):
+        def_idx = text.find('def')
+        if def_idx != -1:
+            text = text[max(text.find('\n', def_idx) + 1, 0):]
+    # remove empty lines
+    text = '\n'.join([line for line in text.split('\n') if line != ''])
+    text = text.lstrip('\n')
+    if text.strip().startswith('def'):
+        text = '\n'.join(text.split('\n')[1:])
+    if not text.startswith('    '):
+        if text.startswith(' '):
+            text = '    ' + text.lstrip()
+        else:
+            text = '\n'.join(['    ' + line for line in text.split('\n')])
+    text = text.split('\n')
+
+    # If number of leading space reduces, we assume that the code block ends.
+    min_leading_space = None
+    end_index = None
+    for index, line in enumerate(text):
+        if line.strip() == '' or line.strip()[0] in ["'", '"', '#']:
+            continue
+        current_leading_space = len(line.rstrip()) - len(line.strip())
+        if min_leading_space is None:
+            min_leading_space = current_leading_space
+        elif current_leading_space < min_leading_space:
+            end_index = index
+            break
+    if end_index is not None:
+        text = '\n'.join(text[:end_index])
+    else:
+        text = '\n'.join(text)
+    return text
+
+
 def humaneval_gpt_postprocess(text: str) -> str:
     """Better answer postprocessor for better instruction-aligned models like
     GPT."""