初始化提交
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当前日志：
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时间戳 - 方法名 - 日志等级 - [user_email: xxx] [conversation_id: xxx] 描述信息
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时间戳 - 方法名 - 日志等级 - [user_email: xxx] [conversation_id: xxx] [event: xxx | status: xxx | msg: xxx] 描述信息
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2025-05-25 21:23:20 - __main__ - WARNING - [user_email: DXIN@qq.com] [conversation_id: ad945d8] [event: xxx | status: xxx | msg: xxx] 404 Error - Endpoint: /, Method: OPTIONS
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2025-06-16 17:40:10 - dialogue.ai_service_call - INFO - [user_email: chendinxin@gmail.com] [conversation_id: 123456-1234-1234-1234-123456789] 用户历史消息: 我是一条测试的日志
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2025-06-16 17:40:28 - business - WARNING - [user_email: chendinxin@gmail.com] [conversation_id: 123456-1234-1234-1234-123456789] [event: 达人搜素 | msg: 我是假的处理耗时过长,耗时: 64.96秒,匹配达人数: 219 | context: duration:64.96s,results_count:219]
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背景：我是运维人员，将日志采集到es中，基于查询日志等级为error的日志进行查询告警。
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当前日志格式：时间戳 - 方法名 - 日志等级 - [用户邮箱:用户邮箱] [会话id:会话id] 错误描述 or 错误堆栈信息 or 其它
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如：2025-05-26 03:00:45 - __main__ - ERROR - [user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET
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在日志采集filebesa采集的处理器设置进行采集并拆解了各个字段：
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# 针对 influencer_5002.log 的 dissect（基础字段分解）
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- dissect:
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when:
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equals:
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log_type: influencer_5002.log
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tokenizer: '%{timestamp} - %{module} - %{level} - %{raw_tail}'
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field: "message"
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target_prefix: "mylog"
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ignore_missing: true
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overwrite_keys: true
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# 从 message 中提取 user_email
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- dissect:
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when:
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equals:
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log_type: influencer_5002.log
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tokenizer: '[user_email: %{user_email}] %{tail}'
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field: "mylog.raw_tail"
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target_prefix: "mylog"
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ignore_missing: true
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overwrite_keys: true
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# 提取 conversation_id
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- dissect:
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when:
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equals:
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log_type: influencer_5002.log
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tokenizer: '[conversation_id: %{conversation_id}] %{tail}'
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field: "mylog.tail"
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target_prefix: "mylog"
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ignore_missing: true
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overwrite_keys: true
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当前这个方式可以做到日志告警基于日志等级是error进行查询告警，这里定义为"服务系统告警"。
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现在需要添加需要“业务层面指标”、“技术层面指标”、“安全层面指标的告警”，在当前日志中不能直接体现，这需要更改日志结构或者在日志结构中添加业务字段或说明。
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以下是未来需要增加的告警：
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业务层面指标：
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环节 监控事件 告警规则
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达人检索 检索召回数量少 召回数量≤5
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召回响应时间长 响应时间≥20s
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任务创建 任务创建失败 用户走完流程，但任务未创建成功
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邮件发送 任务未启动 任务创建后10min，状态仍为待启动
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邮件发送速率低 邮件发送速度小于2min/封
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任务中止 当日实发数<应发数，但超过2min未发送新邮件
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任务发不满 任务状态已完成，但实发数<应发数
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邮件回复率为0 任务完成后24h，回复率为0
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退信率 整体退信率>5%
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技术层面指标：
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1. 各接口请求成功率（尤其是在对话的时候，是否有顺利出AI回复）
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2. 并发用户数&任务数
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3. InsightIQ调用量
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安全层面指标
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1. 异常登录监测
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2. 一定时间段内检索频次
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怎么改造这个日志可以完成通过查询es可以做到监控告警，或则有别的方式时间吗？
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## 1、请求端点404错误
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```
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2025-05-26 03:00:45 - __main__ - ERROR - [user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET
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```
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```
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2025-05-25 21:23:20 - __main__ - ERROR - [user_email: ] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] 404 Error - Endpoint: /, Method: OPTIONS
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```
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## 2、请求语法错误
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```
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2025-05-26 02:27:44 - werkzeug - ERROR - [user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 172.236.228.229 - - [26/May/2025 02:27:44] code 400, message Bad request syntax ('\x16\x03\x01\x01')
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```
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## 3、请求版本错误
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```
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2025-05-26 01:09:58 - werkzeug - ERROR - [user_email: yubeichuan@gmail.com] [conversation_id: 26a4c827-f83b-4af9-aa21-4f1e87b59c10] 3.143.33.63 - - [26/May/2025 01:09:58] code 400, message Bad request version ('À\x14À')
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```
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## 4、请求语法错误
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```
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2025-05-25 21:24:10 - werkzeug - ERROR - [user_email: ] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] 51.81.155.131 - - [25/May/2025 21:24:10] code 400, message Bad request syntax ('\x0e\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00\x00bbbb0100000001')
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```
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## 5、无效的http请求类型
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```
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2025-05-25 21:23:45 - werkzeug - ERROR - [user_email: ] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] 51.81.155.131 - - [25/May/2025 21:23:45] code 400, message Bad HTTP/0.9 request type ('AMQP\x00\x00')
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```
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## 6、api请求失败
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```
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2025-05-25 20:35:38 - __main__ - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] 详细错误信息: Traceback (most recent call last):
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File "/data/webapps/influencer_search_agent/utils/base_gateway.py", line 69, in _request
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response.raise_for_status()
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File "/root/miniconda3/envs/search/lib/python3.12/site-packages/requests/models.py", line 1024, in raise_for_status
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raise HTTPError(http_error_msg, response=self)
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requests.exceptions.HTTPError: 429 Client Error: for url: https://api.insightiq.ai/v1/social/creators/dictionary/topics/?work_platform_id=14d9ddf5-51c6-415e-bde6-f8ed36ad7054&identifier=DIY+office&limit=6
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During handling of the above exception, another exception occurred:
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Traceback (most recent call last):
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File "/data/webapps/influencer_search_agent/dialogue/influencer_5002.py", line 291, in search_single_card
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topic_list = insightiq_gateway.get_topic_list(query_text, channels)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/data/webapps/influencer_search_agent/gateway/insightiq_gateway.py", line 246, in get_topic_list
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response = self._request('GET', f'social/creators/dictionary/topics/', params={'work_platform_id': work_platform_id, 'identifier': query_text, 'limit': 6})
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/data/webapps/influencer_search_agent/utils/base_gateway.py", line 86, in _request
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raise Exception(f"API请求失败: {str(e)}")
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Exception: API请求失败: 429 Client Error: for url: https://api.insightiq.ai/v1/social/creators/dictionary/topics/?work_platform_id=14d9ddf5-51c6-415e-bde6-f8ed36ad7054&identifier=DIY+office&limit=6
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```
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```
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2025-05-25 20:35:38 - __main__ - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] 处理卡片 4 时出错: API请求失败: 429 Client Error: for url: https://api.insightiq.ai/v1/social/creators/dictionary/topics/?work_platform_id=14d9ddf5-51c6-415e-bde6-f8ed36ad7054&identifier=DIY+office&limit=6
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```
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```
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2025-05-25 20:35:38 - utils.base_gateway - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] API请求异常: 429 Client Error: for url: https://api.insightiq.ai/v1/social/creators/dictionary/topics/?work_platform_id=14d9ddf5-51c6-415e-bde6-f8ed36ad7054&identifier=DIY+office&limit=6
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```
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## 7、参数错误
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```
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2025-05-25 20:35:38 - utils.base_gateway - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: ad945d82-5d7d-4874-bb9b-fbf7532ba4f9] Error param, https://api.insightiq.ai/v1/, social/creators/dictionary/topics/
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```
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## 8、聊天处理错误
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```
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2025-05-25 19:45:06 - dialogue.ai_service_call - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: fef57c39-3e6c-4bbf-8805-c91d0636b1c0] process chat error: the JSON object must be str, bytes or bytearray, not NoneType
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Traceback (most recent call last):
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File "/data/webapps/influencer_search_agent/dialogue/ai_service_call.py", line 859, in update_influencer_card_form
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last_history_message_list = json.loads(last_history_message_list_str)
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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File "/root/miniconda3/envs/search/lib/python3.12/json/__init__.py", line 339, in loads
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raise TypeError(f'the JSON object must be str, bytes or bytearray, '
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TypeError: the JSON object must be str, bytes or bytearray, not NoneType
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```
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## 9、登录过期错误
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```
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2025-05-23 20:11:22 - memory.memory_slots - ERROR - [user_email: ] [conversation_id: 5d1614dd-9e92-4db6-97b6-83d38c94b1e3] 从远程数据库加载数据失败，状态码: 401，响应: {"code":401,"msg":"Your login status has expired, please log in again!","data":null}
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```
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## 在es里的摘要：
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```
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{
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"@timestamp": [
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"2025-05-25T19:00:50.099Z"
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],
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"agent.ephemeral_id": [
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"0b9f9018-ed5f-4fd0-8ad2-554873ca870b"
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],
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"agent.ephemeral_id.keyword": [
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"0b9f9018-ed5f-4fd0-8ad2-554873ca870b"
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],
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"agent.id": [
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"d0764891-a93b-426f-9282-31c476153eb3"
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],
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"agent.id.keyword": [
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"d0764891-a93b-426f-9282-31c476153eb3"
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],
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"agent.name": [
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"VM-0-3-centos"
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],
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"agent.name.keyword": [
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"VM-0-3-centos"
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],
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"agent.type": [
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"filebeat"
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],
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"agent.type.keyword": [
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"filebeat"
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],
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"agent.version": [
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"8.17.0"
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],
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"agent.version.keyword": [
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"8.17.0"
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],
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"application": [
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"influencer_search_app.lessie.ai"
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],
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"application.keyword": [
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"influencer_search_app.lessie.ai"
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],
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"ecs.version": [
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"8.0.0"
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],
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"ecs.version.keyword": [
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"8.0.0"
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],
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"environment": [
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"app_lessie_ai"
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],
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"environment.keyword": [
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"app_lessie_ai"
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],
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"host.name": [
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"VM-0-3-centos"
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],
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"input.type": [
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"log"
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],
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"input.type.keyword": [
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"log"
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],
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"log.file.path": [
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"/data/webapps/influencer_search_agent/log/influencer_5002_20250523_193646.log"
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],
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"log.file.path.keyword": [
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"/data/webapps/influencer_search_agent/log/influencer_5002_20250523_193646.log"
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],
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"log.offset": [
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60913844
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],
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"log_type": [
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"influencer_5002.log"
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],
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"log_type.keyword": [
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"influencer_5002.log"
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],
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"message": [
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"2025-05-26 03:00:45 - __main__ - ERROR - [user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET"
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],
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"message.keyword": [
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"2025-05-26 03:00:45 - __main__ - ERROR - [user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET"
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],
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"mylog.level": [
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"ERROR"
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],
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"mylog.level.keyword": [
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"ERROR"
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],
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"mylog.message": [
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"[user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET"
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],
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"mylog.message.keyword": [
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"[user_email: mumemen9@gmail.com] [conversation_id: cfe9f405-0919-40ea-9769-c75e3a1854ae] 404 Error - Endpoint: /, Method: GET"
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],
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"mylog.module": [
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"__main__"
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],
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"mylog.module.keyword": [
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"__main__"
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],
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"mylog.timestamp": [
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"2025-05-26 03:00:45"
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],
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"mylog.timestamp.keyword": [
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"2025-05-26 03:00:45"
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],
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"_id": "AZcI0XdDvDmC7+Hb10iq",
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||||
"_index": ".ds-out-148-flymoonlog-app_lessie_ai-influencer_search_app.lessie.ai-2025.05-2025.05.21-000002",
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"_score": null
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}
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```
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2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
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2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 所有卡片搜索完成，总耗时: 8.42秒，找到总共 53 个结果
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2025-05-27 00:19:10 - __main__ - INFO - 卡片 3 (成分党护肤达人) 搜索完成，总耗时: 8.22秒，找到 10 个结果
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2025-05-27 00:19:10 - __main__ - INFO - 卡片 3 排序后的matched_ids_with_scores: [{'id': '6760880459083318277', 'score': 0.6418526}, {'id': '7200799333906154538', 'score': 0.6364443}, {'id': '13703370', 'score': 0.6362148}, {'id': '6756056737843987461', 'score': 0.6320581}, {'id': '6931172889514247174', 'score': 0.6319245}, {'id': '6586372536946245637', 'score': 0.6314599}, {'id': '6709610644901430278', 'score': 0.63083375}, {'id': '6526536534412235791', 'score': 0.6307928}, {'id': '7061495040306627631', 'score': 0.63024676}, {'id': '7029324212326630405', 'score': 0.6293421}]
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2025-05-27 00:19:25 - dialogue.agent - INFO - [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 开始异步执行extract_slots和update_last_history_form
|
||||
2025-05-27 00:19:25 - dialogue.ai_service_call - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] extract_slots language_prompt: [{'role': 'system', 'content': 'Hello, I need you to act as a language detection and translation assistant. Please follow these steps:\n\n1. First, analyze the provided user_message to detect its language.\n\nuser_message: 寻找适合推广卸妆水产品的美妆达人，要求粉丝量≥5000;\n\n2. Return two-character code of the language in lowercase, must not return anything else.\n\n For example:\n - If user_message is in Chinese, return "zh"\n - If user_message is in French, return "fr"\n - If user_message is in English, return "en"\n - If user_message is in Korean, return "ko"\n - If user_message is in Portuguese, return "pt"\n - If user_message is in Spanish, return "es"\n - If user_message is in German, return "de"\n - If user_message is in Italian, return "it"\n - If user_message is in Japanese, return "ja"\n\n Remember, your response should only contain the lowercase two-character code of the language, nothing else.\n'}]
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2025-05-27 09:22:29 - utils.base_gateway - ERROR - [user_email: token_d98cf010...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/
|
||||
2025-05-26 21:56:43 - utils.base_gateway - ERROR - [user_email: jennie.christina.ai@gmail.com] [conversation_id: 4c97fc29-5d95-422e-9b9f-e206789119bd] Error param, https://api.insightiq.ai/v1/, social/creators/dictionary/topics/
|
||||
这样的日志格式，filebeat的处理器能拆分各个字段吗？好像info和error的日志日志结构不统一？可以按需匹配处理器吗？
|
||||
|
||||
|
||||
|
||||
{
|
||||
"@timestamp": [
|
||||
"2025-05-27T03:22:39.814Z"
|
||||
],
|
||||
"message": [
|
||||
"2025-05-27 11:15:21 - utils.base_gateway - ERROR - [user_email: token_6fc20e11...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"message.keyword": [
|
||||
"2025-05-27 11:15:21 - utils.base_gateway - ERROR - [user_email: token_6fc20e11...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"mylog.level": [
|
||||
"ERROR"
|
||||
],
|
||||
"mylog.level.keyword": [
|
||||
"ERROR"
|
||||
],
|
||||
"mylog.module": [
|
||||
"utils.base_gateway"
|
||||
],
|
||||
"mylog.module.keyword": [
|
||||
"utils.base_gateway"
|
||||
],
|
||||
"mylog.raw_tail": [
|
||||
"[user_email: token_6fc20e11...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"mylog.raw_tail.keyword": [
|
||||
"[user_email: token_6fc20e11...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"mylog.tail": [
|
||||
"HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"mylog.tail.keyword": [
|
||||
"HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/"
|
||||
],
|
||||
"mylog.timestamp": [
|
||||
"2025-05-27 11:15:21"
|
||||
],
|
||||
"mylog.timestamp.keyword": [
|
||||
"2025-05-27 11:15:21"
|
||||
],
|
||||
"mylog.user_email": [
|
||||
"token_6fc20e11..."
|
||||
],
|
||||
"mylog.user_email.keyword": [
|
||||
"token_6fc20e11..."
|
||||
],
|
||||
"_id": "AZcPw3dDvDmC7zSTrFPW",
|
||||
"_index": ".ds-out-148-flymoonlog-app_lessie_ai-influencer_search_app.lessie.ai-2025.05-2025.05.21-000002",
|
||||
"_score": null
|
||||
}
|
||||
|
||||
|
||||
|
||||
|
||||
查询到的最新日志详情：
|
||||
|
||||
|
||||
|
||||
|
||||
{
|
||||
"_id": "AZcQbHdDvDmC71v4SVPH",
|
||||
"timestamp": "2",
|
||||
"module": "无",
|
||||
"level": "ERROR",
|
||||
"user_email": "无",
|
||||
"conversation_id": "无",
|
||||
"tail": "2025-05-27 12:48:54 - utils.base_gateway - ERROR - [user_email: token_6fc20e11...] HTTP错误: 500 - 401 Client Error: for url: http://129.204.158.54:8070/prod-api/jenniefy/account/info/..."}
|
||||
|
||||
|
||||
[DEBUG] 飞书API完整响应：{"StatusCode": 0, "StatusMessage": "success", "code": 0, "data": {}, "msg": "success"}
|
||||
告警已发送，发现30条错误日志
|
||||
|
||||
|
||||
|
||||
1、该脚本执行后发送到飞书机器人显示的时间错误，消息显示：触发时间：2025-05-27 01:10:57，实际时间是2025-05-27 09:10:54
|
||||
2、帮我修改发送到飞书的消息的内容：
|
||||
|
||||
触发时间：python脚本触发时间
|
||||
错误数量：python脚本触发时查询到符合条件的条目数
|
||||
最近一条日志详情
|
||||
时间戳：kibana界面看到的 mylog.timestamp 字段
|
||||
模块：kibana界面看到的 mylog.timestamp 字段
|
||||
日志等级：kibana界面看到的 mylog.level 字段
|
||||
用户邮箱：kibana界面看到的 mylog.user_email 字段
|
||||
会话ID：kibana界面看到的 mylog.conversation_id 字段
|
||||
日志信息：kibana界面看到的 mylog.tail 字段
|
||||
@群成员
|
||||
注意：
|
||||
1、有些日志条目的“用户邮箱字段”或者“会话ID字段”，有时可能是空的，或者就没有该字段，当这两个字段没有值时显示“无”
|
||||
2、日志信息字段其实就是错误堆栈信息，有时候可能会很长，需要截断，显示上限500字
|
||||
3、脚本日志输出需要显示查询的具体信息。
|
||||
4、@群成员：暂时保持@所有人
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
2025-05-27 00:19:10 - __main__ - INFO - [user_email: pengdachen1995@gmail.com] [conversation_id: 9ea1bef1-3121-484b-a239-5f413139d88c] 穿插排序后的结果数量: 0
|
||||
Reference in New Issue
Block a user