Coverage for /opt/cloud/slavespace/usr1/096471637100f3de0fcfc01072822a80/dttest/api/python/llm_datadist_v1/status.py: 84%

1#!/usr/bin/env python3 

2# -*- coding: utf-8 -*- 

3# ----------------------------------------------------------------------------------------------------------- 

4# Copyright (c) 2025 Huawei Technologies Co., Ltd. 

5# This program is free software, you can redistribute it and/or modify it under the terms and conditions of 

6# CANN Open Software License Agreement Version 2.0 (the "License"). 

7# Please refer to the License for details. You may not use this file except in compliance with the License. 

8# THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED, 

9# INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE. 

10# See LICENSE in the root of the software repository for the full text of the License. 

11# ----------------------------------------------------------------------------------------------------------- 

12 

13from enum import Enum 

14 

15from llm_datadist_v1 import llm_wrapper 

16 

17from .utils import log 

18 

19 

20class LLMStatusCode(Enum): 

21 LLM_SUCCESS = llm_wrapper.kSuccess 

22 LLM_FAILED = llm_wrapper.kFailed 

23 LLM_PARAM_INVALID = llm_wrapper.kParamInvalid 

24 LLM_WAIT_PROCESS_TIMEOUT = llm_wrapper.kLLMWaitProcessTimeOut 

25 LLM_KV_CACHE_NOT_EXIST = llm_wrapper.kLLMKVCacheNotExist 

26 LLM_REPEAT_REQUEST = llm_wrapper.kLLMRepeatRequest 

27 LLM_REQUEST_ALREADY_COMPLETED = llm_wrapper.kLLMRequestAlreadyCompleted 

28 LLM_ENGINE_FINALIZED = llm_wrapper.kLLMEngineFinalized 

29 LLM_NOT_YET_LINK = llm_wrapper.kLLMNotYetLink 

30 LLM_ALREADY_LINK = llm_wrapper.kAlreadyLink 

31 LLM_LINK_FAILED = llm_wrapper.kLinKFailed 

32 LLM_UNLINK_FAILED = llm_wrapper.kUnlinkFailed 

33 LLM_NOTIFY_PROMPT_UNLINK_FAILED = llm_wrapper.kNotifyPromptUnlinkFailed 

34 LLM_CLUSTER_NUM_EXCEED_LIMIT = llm_wrapper.kLLMClusterNumExceedLimit 

35 LLM_PROCESSING_LINK = llm_wrapper.kProcessingLink 

36 LLM_DEVICE_OUT_OF_MEMORY = llm_wrapper.kDeviceOutOfMemory 

37 LLM_PREFIX_ALREADY_EXIST = llm_wrapper.kPrefixAlreadyExist 

38 LLM_PREFIX_NOT_EXIST = llm_wrapper.kPrefixNotExist 

39 LLM_SEQ_LENOVERLIMIT = llm_wrapper.kLLMSeqLenOverLimit 

40 LLM_NO_FREE_BLOCK = llm_wrapper.kLLMNoFreeBlock 

41 LLM_BLOCKS_OUT_OF_MEMORY = llm_wrapper.kLLMBlocksOutOfMemory 

42 LLM_EXIST_LINK = llm_wrapper.kLLMExistLink 

43 LLM_FEATURE_NOT_ENABLED = llm_wrapper.kLLMFeatureNotEnabled 

44 LLM_TIMEOUT = llm_wrapper.kLLMTimeout 

45 LLM_LINK_BUSY = llm_wrapper.kLLMLinkBusy 

46 LLM_OUT_OF_MEMORY = llm_wrapper.kLLMOutOfMemory 

47 LLM_DEVICE_MEM_ERROR = llm_wrapper.kLLMDeviceMemError 

48 LLM_SUSPECT_REMOTE_ERROR = llm_wrapper.kLLMSuspectRemoteError 

49 LLM_UNKNOWN_ERROR = -1 

50 

51 

52class LLMException(RuntimeError): 

53 def __init__(self, *args, status_code=LLMStatusCode.LLM_SUCCESS): 

54 super().__init__(*args) 

55 self._status_code = status_code 

56 

57 @property 

58 def status_code(self): 

59 """ 

60 获取异常的错误码 

61 Returns: 

62 异常的错误码 

63 """ 

64 return self._status_code 

65 

66 

67_code_2_status = { 

68 llm_wrapper.kSuccess: LLMStatusCode.LLM_SUCCESS, 

69 llm_wrapper.kFailed: LLMStatusCode.LLM_FAILED, 

70 llm_wrapper.kParamInvalid: LLMStatusCode.LLM_PARAM_INVALID, 

71 llm_wrapper.kLLMWaitProcessTimeOut: LLMStatusCode.LLM_WAIT_PROCESS_TIMEOUT, 

72 llm_wrapper.kLLMKVCacheNotExist: LLMStatusCode.LLM_KV_CACHE_NOT_EXIST, 

73 llm_wrapper.kLLMRepeatRequest: LLMStatusCode.LLM_REPEAT_REQUEST, 

74 llm_wrapper.kLLMRequestAlreadyCompleted: LLMStatusCode.LLM_REQUEST_ALREADY_COMPLETED, 

75 llm_wrapper.kLLMEngineFinalized: LLMStatusCode.LLM_ENGINE_FINALIZED, 

76 llm_wrapper.kLLMNotYetLink: LLMStatusCode.LLM_NOT_YET_LINK, 

77 llm_wrapper.kAlreadyLink: LLMStatusCode.LLM_ALREADY_LINK, 

78 llm_wrapper.kLinKFailed: LLMStatusCode.LLM_LINK_FAILED, 

79 llm_wrapper.kUnlinkFailed: LLMStatusCode.LLM_UNLINK_FAILED, 

80 llm_wrapper.kNotifyPromptUnlinkFailed: LLMStatusCode.LLM_NOTIFY_PROMPT_UNLINK_FAILED, 

81 llm_wrapper.kLLMClusterNumExceedLimit: LLMStatusCode.LLM_CLUSTER_NUM_EXCEED_LIMIT, 

82 llm_wrapper.kProcessingLink: LLMStatusCode.LLM_PROCESSING_LINK, 

83 llm_wrapper.kDeviceOutOfMemory: LLMStatusCode.LLM_DEVICE_OUT_OF_MEMORY, 

84 llm_wrapper.kPrefixAlreadyExist: LLMStatusCode.LLM_PREFIX_ALREADY_EXIST, 

85 llm_wrapper.kPrefixNotExist: LLMStatusCode.LLM_PREFIX_NOT_EXIST, 

86 llm_wrapper.kLLMSeqLenOverLimit: LLMStatusCode.LLM_SEQ_LENOVERLIMIT, 

87 llm_wrapper.kLLMNoFreeBlock: LLMStatusCode.LLM_NO_FREE_BLOCK, 

88 llm_wrapper.kLLMBlocksOutOfMemory: LLMStatusCode.LLM_BLOCKS_OUT_OF_MEMORY, 

89 llm_wrapper.kLLMExistLink: LLMStatusCode.LLM_EXIST_LINK, 

90 llm_wrapper.kLLMFeatureNotEnabled: LLMStatusCode.LLM_FEATURE_NOT_ENABLED, 

91 llm_wrapper.kLLMTimeout: LLMStatusCode.LLM_TIMEOUT, 

92 llm_wrapper.kLLMLinkBusy: LLMStatusCode.LLM_LINK_BUSY, 

93 llm_wrapper.kLLMOutOfMemory: LLMStatusCode.LLM_OUT_OF_MEMORY, 

94 llm_wrapper.kLLMDeviceMemError: LLMStatusCode.LLM_DEVICE_MEM_ERROR, 

95 llm_wrapper.kLLMSuspectRemoteError: LLMStatusCode.LLM_SUSPECT_REMOTE_ERROR, 

96} 

97 

98 

99class Status: 

100 def __init__(self, status): 

101 self._status_code = status 

102 

103 def is_ok(self): 

104 """ 

105 是否成功 

106 Returns: 

107 是否成功 

108 """ 

109 return self._status_code == LLMStatusCode.LLM_SUCCESS 

110 

111 @property 

112 def status_code(self): 

113 """ 

114 获取错误码 

115 Returns: 

116 错误码 

117 """ 

118 return self._status_code 

119 

120 

121def code_2_status(status) -> LLMStatusCode: 

122 return _code_2_status[status] if status in _code_2_status else LLMStatusCode.LLM_FAILED 

123 

124 

125def handle_llm_status(status, func_name, other_info): 

126 if status != int(llm_wrapper.kSuccess): 

127 raise LLMException( 

128 f"{func_name} failed, error code is {code_2_status(status)}, {other_info}.", 

129 status_code=code_2_status(status), 

130 ) 

131 

132 

133def raise_if_false(pred, fmt, *args, status_code=LLMStatusCode.LLM_PARAM_INVALID, **kwargs): 

134 if not pred: 

135 error_msg = fmt.format(*args, **kwargs) 

136 log.error(error_msg) 

137 raise LLMException(error_msg, status_code=status_code) 

138 

139 

140def raise_if_true(pred, fmt, *args, status_code=LLMStatusCode.LLM_PARAM_INVALID, **kwargs): 

141 if pred: 

142 error_msg = fmt.format(*args, **kwargs) 

143 log.error(error_msg) 

144 raise LLMException(error_msg, status_code=status_code)