feat: 尝试使用json_repair库代替HRAG的JSON修复

This commit is contained in:
墨梓柒
2025-05-21 09:16:01 +08:00
parent 9235e57544
commit 8f4489a145

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@@ -1,76 +1,24 @@
import json
from json_repair import repair_json
# 以下代码用于修复损坏的 JSON 字符串。
def _find_unclosed(json_str):
"""
Identifies the unclosed braces and brackets in the JSON string.
Args:
json_str (str): The JSON string to analyze.
Returns:
list: A list of unclosed elements in the order they were opened.
"""
unclosed = []
inside_string = False
escape_next = False
for char in json_str:
if inside_string:
if escape_next:
escape_next = False
elif char == "\\":
escape_next = True
elif char == '"':
inside_string = False
else:
if char == '"':
inside_string = True
elif char in "{[":
unclosed.append(char)
elif char in "}]":
if unclosed and ((char == "}" and unclosed[-1] == "{") or (char == "]" and unclosed[-1] == "[")):
unclosed.pop()
return unclosed
# The following code is used to fix a broken JSON string.
# From HippoRAG2 (GitHub: OSU-NLP-Group/HippoRAG)
def fix_broken_generated_json(json_str: str) -> str:
"""
Fixes a malformed JSON string by:
- Removing the last comma and any trailing content.
- Iterating over the JSON string once to determine and fix unclosed braces or brackets.
- Ensuring braces and brackets inside string literals are not considered.
使用 json-repair 库修复格式错误的 JSON 字符串。
If the original json_str string can be successfully loaded by json.loads(), will directly return it without any modification.
如果原始 json_str 字符串可以被 json.loads() 成功加载,则直接返回而不进行任何修改。
Args:
json_str (str): The malformed JSON string to be fixed.
参数:
json_str (str): 需要修复的格式错误的 JSON 字符串。
Returns:
str: The corrected JSON string.
返回:
str: 修复后的 JSON 字符串。
"""
try:
# Try to load the JSON to see if it is valid
# 尝试加载 JSON 以查看其是否有效
json.loads(json_str)
return json_str # Return as-is if valid
return json_str # 如果有效则按原样返回
except json.JSONDecodeError:
pass
# Step 1: Remove trailing content after the last comma.
last_comma_index = json_str.rfind(",")
if last_comma_index != -1:
json_str = json_str[:last_comma_index]
# Step 2: Identify unclosed braces and brackets.
unclosed_elements = _find_unclosed(json_str)
# Step 3: Append the necessary closing elements in reverse order of opening.
closing_map = {"{": "}", "[": "]"}
for open_char in reversed(unclosed_elements):
json_str += closing_map[open_char]
return json_str
# 如果无效,则尝试修复它
return repair_json(json_str)