SQLite3 multithreading cache inconsistency
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extension-modules
topic-sqlite3
type-bug
- 主要語言
- Python
- 星號
- 77.2k
- 分支
- 35.9k
- PR 合併指標
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描述
Bug report
Bug description:
When using SQLite3 in multi-threading application, the fetch reuslts are not consistent. After some testing, this seems to be caused by the caching.
The SQLite threading mode is serialized.
This issue only exists in python 3.12 and 3.13. No issue in 3.11.
Currently solution is to set cached_statements=0 when connect to the database.
A simple demo to reproduce the error:
import sqlite3
import threading
KB = sqlite3.connect(
"example.db", check_same_thread=False
)
def execute_query():
cursor = KB.cursor()
cursor.execute("SELECT * FROM test_table")
result = cursor.fetchall()
assert result == [(1, 'test1'), (2, 'test2'), (3, 'test3')], str(result)
return result
def run_threads():
threads = []
for i in range(50):
thread = threading.Thread(target=execute_query)
threads.append(thread)
thread.start()
for thread in threads:
thread.join()
def test_multithreading():
cursor = KB.cursor()
cursor.execute(
"""CREATE TABLE IF NOT EXISTS test_table (id INTEGER PRIMARY KEY, value TEXT)"""
)
KB.commit()
cursor.execute("""DELETE FROM test_table""")
KB.commit()
cursor.execute("""INSERT INTO test_table (value) VALUES ('test1')""")
cursor.execute("""INSERT INTO test_table (value) VALUES ('test2')""")
cursor.execute("""INSERT INTO test_table (value) VALUES ('test3')""")
KB.commit()
run_threads()
KB.close()
if __name__ == "__main__":
test_multithreading()
Test output: (Different in each run because of inconsistent fetch results)
Exception in thread Thread-3 (execute_query):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
self.run()
File "/usr/lib/python3.12/threading.py", line 1010, in run
Exception in thread Thread-7 (execute_query):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
self._target(*self._args, **self._kwargs)
File "/home/user/tmp/kb_test.py", line 13, in execute_query
self.run()
File "/usr/lib/python3.12/threading.py", line 1010, in run
Exception in thread Thread-12 (execute_query):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
assert result == [(1, 'test1'), (2, 'test2'), (3, 'test3')], str(result)
self._target(*self._args, **self._kwargs)
AssertionError: [(1, 'test2'), (3, 'test3')]
File "/home/user/tmp/kb_test.py", line 13, in execute_query
Exception in thread Thread-1 (execute_query):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
self.run()
assert result == [(1, 'test1'), (2, 'test2'), (3, 'test3')], str(result)
self.run()
AssertionError: [(3, 'test3')]
File "/usr/lib/python3.12/threading.py", line 1010, in run
File "/usr/lib/python3.12/threading.py", line 1010, in run
self._target(*self._args, **self._kwargs)
File "/home/user/tmp/kb_test.py", line 13, in execute_query
self._target(*self._args, **self._kwargs)
File "/home/user/tmp/kb_test.py", line 13, in execute_query
assert result == [(1, 'test1'), (2, 'test2'), (3, 'test3')], str(result)
assert result == [(1, 'test1'), (2, 'test2'), (3, 'test3')], str(result)
AssertionError: [(None, None), (), (2, 'test2'), (), (), (2, 'test2'), (0, None), (1, 'test1'), (2, 'test2'), (3, 'test3')]
AssertionError: [(3, 'test3')]
CPython versions tested on:
3.12, 3.13
Operating systems tested on:
Linux
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研究方向
從提供的 Python sqlite3.connect() 重現程式開始,在執行 50 執行緒查詢並變更 cached_statements 的同時,比較 Python 3.11、3.12 和 3.13。調查 serialized SQLite 執行緒模式下 sqlite3 陳述式快取的行為。當多執行緒擷取能夠穩定返回預期的三列,且不需要 cached_statements=0 時,即表示完成。
由索引模型根據 Issue 內容生成。
評估
- 技術堆疊
- python, sqlite
- 領域
- databases
- Issue 類型
- 缺陷
- 難度
- 4/5
- 預估耗時
- 3-5 天
- 活躍度
- 停滯
- 描述清晰度
- 需要釐清
- 新手友好度
- 35/100