Coverage for /pythoncovmergedfiles/medio/medio/src/airflow/airflow/utils/retries.py: 31%

1# Licensed to the Apache Software Foundation (ASF) under one 

2# or more contributor license agreements. See the NOTICE file 

3# distributed with this work for additional information 

4# regarding copyright ownership. The ASF licenses this file 

5# to you under the Apache License, Version 2.0 (the 

6# "License"); you may not use this file except in compliance 

7# with the License. You may obtain a copy of the License at 

8# 

9# http://www.apache.org/licenses/LICENSE-2.0 

10# 

11# Unless required by applicable law or agreed to in writing, 

12# software distributed under the License is distributed on an 

13# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY 

14# KIND, either express or implied. See the License for the 

15# specific language governing permissions and limitations 

16# under the License. 

17from __future__ import annotations 

18 

19import functools 

20import logging 

21from inspect import signature 

22from typing import Callable, TypeVar, overload 

23 

24from sqlalchemy.exc import DBAPIError, OperationalError 

25 

26from airflow.configuration import conf 

27 

28F = TypeVar("F", bound=Callable) 

29 

30MAX_DB_RETRIES = conf.getint("database", "max_db_retries", fallback=3) 

31 

32 

33def run_with_db_retries(max_retries: int = MAX_DB_RETRIES, logger: logging.Logger | None = None, **kwargs): 

34 """Return Tenacity Retrying object with project specific default.""" 

35 import tenacity 

36 

37 # Default kwargs 

38 retry_kwargs = dict( 

39 retry=tenacity.retry_if_exception_type(exception_types=(OperationalError, DBAPIError)), 

40 wait=tenacity.wait_random_exponential(multiplier=0.5, max=5), 

41 stop=tenacity.stop_after_attempt(max_retries), 

42 reraise=True, 

43 **kwargs, 

44 ) 

45 if logger and isinstance(logger, logging.Logger): 

46 retry_kwargs["before_sleep"] = tenacity.before_sleep_log(logger, logging.DEBUG, True) 

47 

48 return tenacity.Retrying(**retry_kwargs) 

49 

50 

51@overload 

52def retry_db_transaction(*, retries: int = MAX_DB_RETRIES) -> Callable[[F], F]: 

53 ... 

54 

55 

56@overload 

57def retry_db_transaction(_func: F) -> F: 

58 ... 

59 

60 

61def retry_db_transaction(_func: Callable | None = None, *, retries: int = MAX_DB_RETRIES, **retry_kwargs): 

62 """Decorator to retry functions in case of ``OperationalError`` from DB. 

63 

64 It should not be used with ``@provide_session``. 

65 """ 

66 

67 def retry_decorator(func: Callable) -> Callable: 

68 # Get Positional argument for 'session' 

69 func_params = signature(func).parameters 

70 try: 

71 # func_params is an ordered dict -- this is the "recommended" way of getting the position 

72 session_args_idx = tuple(func_params).index("session") 

73 except ValueError: 

74 raise ValueError(f"Function {func.__qualname__} has no `session` argument") 

75 # We don't need this anymore -- ensure we don't keep a reference to it by mistake 

76 del func_params 

77 

78 @functools.wraps(func) 

79 def wrapped_function(*args, **kwargs): 

80 logger = args[0].log if args and hasattr(args[0], "log") else logging.getLogger(func.__module__) 

81 

82 # Get session from args or kwargs 

83 if "session" in kwargs: 

84 session = kwargs["session"] 

85 elif len(args) > session_args_idx: 

86 session = args[session_args_idx] 

87 else: 

88 raise TypeError(f"session is a required argument for {func.__qualname__}") 

89 

90 for attempt in run_with_db_retries(max_retries=retries, logger=logger, **retry_kwargs): 

91 with attempt: 

92 logger.debug( 

93 "Running %s with retries. Try %d of %d", 

94 func.__qualname__, 

95 attempt.retry_state.attempt_number, 

96 retries, 

97 ) 

98 try: 

99 return func(*args, **kwargs) 

100 except OperationalError: 

101 session.rollback() 

102 raise 

103 

104 return wrapped_function 

105 

106 # Allow using decorator with and without arguments 

107 if _func is None: 

108 return retry_decorator 

109 else: 

110 return retry_decorator(_func)