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315f1470ec
...
4f7d2f018b
@ -1,150 +1,38 @@ |
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{ |
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"white_list": { |
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"ip": [ |
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510400, |
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510401, |
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510402, |
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510405, |
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510406, |
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510407, |
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510404, |
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510403, |
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510030, |
||||
510031, |
||||
510009, |
||||
510008, |
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510004, |
||||
510408, |
||||
510410, |
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510409 |
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400000, |
||||
400001 |
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], |
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"account": [ |
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510400, |
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510401, |
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510402, |
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510405, |
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510406, |
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510407, |
||||
510404, |
||||
510403, |
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510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
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510408, |
||||
510410, |
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510409 |
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400000, |
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400001 |
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], |
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"interface": [ |
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510400, |
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510401, |
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510402, |
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510405, |
||||
510406, |
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510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
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510408, |
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510410, |
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510409 |
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400000, |
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400001 |
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], |
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"menu": [ |
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510400, |
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510401, |
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510402, |
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510405, |
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510406, |
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510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
||||
510408, |
||||
510410, |
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510409 |
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400000, |
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400001 |
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] |
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}, |
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"grey_list": { |
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"ip": [ |
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510400, |
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510401, |
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510402, |
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510405, |
||||
510406, |
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510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
||||
510408, |
||||
510410, |
||||
510409 |
||||
400000, |
||||
400001 |
||||
], |
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"account": [ |
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510400, |
||||
510401, |
||||
510402, |
||||
510405, |
||||
510406, |
||||
510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
||||
510408, |
||||
510410, |
||||
510409 |
||||
400000, |
||||
400001 |
||||
], |
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"interface": [ |
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510400, |
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510401, |
||||
510402, |
||||
510405, |
||||
510406, |
||||
510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
||||
510408, |
||||
510410, |
||||
510409 |
||||
400000, |
||||
400001 |
||||
], |
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"menu": [ |
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510400, |
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510401, |
||||
510402, |
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510405, |
||||
510406, |
||||
510407, |
||||
510404, |
||||
510403, |
||||
510030, |
||||
510031, |
||||
510009, |
||||
510008, |
||||
510004, |
||||
510408, |
||||
510410, |
||||
510409 |
||||
400000, |
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400001 |
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] |
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} |
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} |
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@ -0,0 +1,78 @@ |
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# coding=utf-8 |
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""" |
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@Author: fu-zhe |
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@FileName: user_cron.py |
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@DateTime: 2024/5/23 14:19 |
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@Description: 用户相关的定时任务 全量获取，对已有数据进行先删除后写入 周期一天 |
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""" |
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from __future__ import unicode_literals |
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|
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import random,string |
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import traceback |
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import time |
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from datetime import datetime, timedelta |
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import calendar |
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from uebaMetricsAnalysis.utils.ext_logging import logger |
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from commandCyberRange.utils.db2json import DBUtils, DBType |
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from uebaMetricsAnalysis.utils.base_dataclean import entry |
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|
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JOB_STATUS ={ |
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"RUNNING":1, |
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"FINISH":2, |
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"ERROR":3 |
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} |
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|
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class UserCron: |
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def generate_job_id(): |
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timestamp = int(time.time() * 1000) |
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random_letters = ''.join(random.choice(string.ascii_letters) for _ in range(7)) |
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return str(timestamp) + random_letters |
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|
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#获取 job的执行时间 开始时间-结束时间 |
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def get_job_period(self): |
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sql = "select job_id, end_time from ueba_jobs order by end_time desc limit 1" |
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fields=["job_id", "end_time"] |
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data = DBUtils.transition(fields, sql, DBType.LIST) |
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start_time = '' |
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end_time = '' |
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if len(data)==0: |
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start_time = datetime.datetime.now() - timedelta(minutes=5) |
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end_time = datetime.datetime.now() |
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if len(data)>0: |
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start_time = data[0].get('end_time') |
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end_time = data[0].get('end_time') + timedelta(minutes=5) |
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if end_time > datetime.datetime.now(): |
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return None,None |
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start_time ,end_time =self.adjust_end_time_if_cross_day(start_time,end_time) |
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return start_time,end_time |
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|
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#处理跨天的场景 |
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def adjust_end_time_if_cross_day(self,start_time, end_time): |
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if start_time.date() != end_time.date(): |
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end_time = datetime.datetime.combine(start_time.date(), datetime.time(23, 59, 59, 999999)) |
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|
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return start_time, end_time |
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#每5分钟执行一次 |
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def processing(self): |
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try: |
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logger.info("job：开始执行") |
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start,end=self.get_job_period() |
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job_id =self.generate_job_id() |
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DBUtils.insert_job_record(job_id,start,end,JOB_STATUS.get("RUNNING")) |
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logger.info("job：运行参数:{}".format(start,end)) |
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if start is None or end is None: |
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logger.info("job:结束时间大于服务器时间不执行") |
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return |
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|
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logger.info("job："+"准备获取es数据") |
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#entry(start,end) |
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logger.info("job："+"执行完成") |
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DBUtils.write_job_status(job_id,JOB_STATUS.get("FINISH"),"") |
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except Exception ,e: |
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err_info="定时任务执行失败：".format(str(e), traceback.format_exc()) |
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DBUtils.write_job_status(job_id,JOB_STATUS.get("ERROR"),err_info) |
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logger.error(err_info) |
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raise |
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|
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if __name__ == '__main__': |
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UserCron().processing() |
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@ -0,0 +1,56 @@ |
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# coding=utf-8 |
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""" |
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@Author: tangwy |
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@FileName: user_cron_pg.py |
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@DateTime: 2024/7/09 14:19 |
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@Description: 定时清洗es数据 |
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""" |
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from __future__ import unicode_literals |
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|
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import random,string |
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import traceback,json |
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import time |
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from datetime import datetime,timedelta |
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import calendar |
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from uebaMetricsAnalysis.utils.ext_logging import logger |
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from uebaMetricsAnalysis.utils.db2json import DBUtils, DBType |
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from uebaMetricsAnalysis.utils.base_dataclean_pg import entry |
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|
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JOB_STATUS ={ |
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"RUNNING":1, |
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"FINISH":2, |
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"ERROR":3 |
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} |
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|
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|
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class UserCron: |
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def generate_job_id(self): |
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timestamp = int(time.time() * 1000) |
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random_letters = ''.join(random.choice(string.ascii_letters) for _ in range(7)) |
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return str(timestamp) + random_letters |
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|
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#每5分钟执行一次 |
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def processing(self): |
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job_id =self.generate_job_id() |
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try: |
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logger.info("job：开始执行") |
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start,end= DBUtils.get_job_period() |
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if start is None or end is None: |
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logger.info("job:结束时间大于服务器时间不执行") |
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return |
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|
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DBUtils.insert_job_record(job_id,start,end,JOB_STATUS.get("RUNNING")) |
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logger.info("job：运行参数:{}".format(start,end)) |
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|
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logger.info("job："+"准备获取es数据") |
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entry(start,end) |
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logger.info("job："+"执行完成") |
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DBUtils.write_job_status(job_id,JOB_STATUS.get("FINISH"),"") |
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except Exception ,e: |
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err_info="定时任务执行失败：".format(str(e), traceback.format_exc()) |
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DBUtils.write_job_status(job_id,JOB_STATUS.get("ERROR"),err_info) |
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logger.error(err_info) |
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raise |
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|
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if __name__ == '__main__': |
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UserCron().processing() |
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@ -1,142 +0,0 @@ |
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# coding:utf-8 |
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|
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import sys |
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import uuid |
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import json |
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import time |
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import random |
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|
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path = str(sys.path[0]) |
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home_path = path.split("isop_uebaapiData")[0] |
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sys.path.append(home_path) |
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from isop_uebaapiData.util import send_logs |
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|
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def alarm(cookies, api): |
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"""2、HTTP日志""" |
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inputstr = '''[{"msgtype":1,"hash":"8DE9-BDAB-F622-2FA8","dev_ip":"10.67.5.17","product":"uts"},{"sid":"6004744450036c44f815500016d00a5f5151105430a3ed","timestamp":1567673939,"sip":"10.67.0.52","sport":5624,"dip":"10.67.0.53","dport":80,"protocol":6,"app":3087428650795009,"app_proto":8,"direct":4,"app.detail":{"method":"GET","http_protocol":"1.1","ret_code":200,"host":"10.67.1.1","uri":"/webtest/uploadFile.php","referer":"http://[2222::65]/webtest/","content_type":" multipart/form-data; boundary=----WebKitFormBoundary2zcCUl4lQf1h7A7S","content_type_server":" text/html","server":"Apache/2.4.4 (Win32) OpenSSL/0.9.8y PHP/5.4.19","user_agent":"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36","link":"","cookies":"loginmainacctid=wangshiguang;operatorId=d2601586;com.huawei.boss.CURRENT_MENUID=BLAR_ChargeCrm3_WEB;","content_encoding":"","location":"","content_length":70080,"content_length_server":200,"set_cookie":"","range":"","connection":"keep-alive","connection_server":"Keep-Alive","x_forwarded_for":"","post_data":"LS0tLS0tV2ViS2l0Rm9ybUJvdW5kYXJ5MnpjQ1VsNGxRZjFoN0E3Uw0KQ29udGVudC1EaXNwb3NpdGlvbjogZm9ybS1kYXRhOyBuYW1lPSJmaWxlIjsgZmlsZW5hbWU9IjAwMDFhZDQ0MWRjYjM4NjIxOGE3Njk5MmFjZjhiNzA1Ig0=","response_body":"VXBsb2FkOiAwMDAxYWQ0NDFkY2IzODYyMThhNzY5OTJhY2Y4YjcwNTxiciAvPlR5cGU6IGFwcGxpY2F0aW9uL29jdGV0LXN0cmVhbTxiciAvPlNpemU6IDY4LjEyNzkyOTY4NzUgS2I8YnIgLz5UZW1wIGZpbGU6IEQ6XHhhbXBwXHRtcFxwaHA2ODI1LnRtcDxiciAvPjAwMDFhZDQ0MWRjYjM4NjIxOGE3Njk5MmFjZjhiNzA1IGFscmVhZHkgZXhpc3RzLiA="}}]''' |
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inputarr = json.loads(inputstr, strict=False) |
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# 随机生成timestamp |
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inputarr[1]["timestamp"] = int(time.time()) |
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inputarr[1]["sid"] = str(uuid.uuid1()) |
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# inputarr[1]["sip"] = "10.67.4.33" |
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inputarr[1]["sip"] = generate_random_ip() |
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inputarr[1]["dip"] = "10.67.1.1" |
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inputarr[1]["dport"] = "8180" |
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inputarr[1]["app.detail"]["uri"] = "/alarmtest.action?BMECID=352432757&BMETimestamp=1692788489260&queryNumber=158713459" |
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inputarr[1]["app.detail"]["host"] = api |
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inputarr[1]["app.detail"]["cookies"] = cookies |
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return json.dumps(inputarr) |
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|
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def generate_random_ip(): |
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# 固定前缀 "192.168." |
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prefix = "192.168." |
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# 生成随机的第三和第四段IP地址 |
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third_octet = 1 |
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fourth_octet = random.randint(0, 50) |
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# 拼接IP地址 |
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ip = "{}{}.{}".format(prefix, third_octet, fourth_octet) |
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return ip |
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|
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def AbIDVisitAPINums510404(): |
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datalist = {"TCP_5011": list()} |
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ID2Area = { |
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"武汉": ["1101820", "1101821", "1101822", "1101823", "1101825"], |
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"荆州": ["2001800", "2001801", "2001808"], |
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"江汉": ["1801820", "1801810"], |
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"省公司市场部": ["1002011", "1002012", "1002013"] |
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} |
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api_list = ["test.alarm.com/webtest", "alarm.com/testalarm", "business.system..alarmcom", "hhh.alarm.com", |
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"good.alarm.com"] |
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info_list = [ |
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["u-locale=zh_CN;loginmainacctid=zhang3;operatorId=" + ID2Area["武汉"][ |
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0] + ";com.huawei.boss.CURRENT_MENUID=BLAR_ChargeCrm3_WEB;", 60], |
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["u-locale=zh_CN;loginmainacctid=zhang3;operatorId=" + ID2Area["荆州"][ |
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2] + ";com.huawei.boss.CURRENT_MENUID=BLAR_ChargeCrm3_WEB;", 120] |
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] |
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for i in range(len(info_list)): |
||||
cookies = info_list[i][0] |
||||
count = info_list[i][1] |
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for j in range(count): |
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api = random.choice(api_list) |
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datalist["TCP_5011"].append(alarm(cookies, api)) |
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for key in datalist.keys(): |
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send_logs(datalist[key]) |
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return "510405场景的告警数据已生成" |
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|
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def get_random_jobnum(): |
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# 定义包含不同前缀的字符串数组 |
||||
prefix_strings = [ |
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['10243', '10895', '10134', '10781', '10962'], # 10打头的字符串示例 |
||||
['11089', '11057', '11023', '11016', '11030'], # 110打头的字符串示例 |
||||
['14076', '14049', '14098', '14032', '14061'], # 140打头的字符串示例 |
||||
['26054', '26013', '26087', '26029', '26061'], # 260打头的字符串示例 |
||||
['20083', '20015', '20072', '20096', '20048'], # 200打头的字符串示例 |
||||
['19035', '19017', '19049', '19082', '19096'], # 190打头的字符串示例 |
||||
['180237', '180276', '180204', '180295', '180219'] # 1802打头的字符串示例 |
||||
] |
||||
|
||||
# 随机选择一个前缀数组 |
||||
selected_prefix_array = random.choice(prefix_strings) |
||||
# 随机选择一个具体的字符串 |
||||
selected_string = random.choice(selected_prefix_array) |
||||
return selected_string |
||||
|
||||
def get_random_person(): |
||||
people_list = [ |
||||
"Alice", "Bob", "Charlie", "David", "Emma", "Frank", "Grace", "Henry", "Isabel", "Jack", |
||||
"Kate", "Liam", "Mia", "Noah", "Olivia" |
||||
# 继续添加更多的名称... |
||||
] |
||||
|
||||
random_person = random.choice(people_list) |
||||
return random_person |
||||
|
||||
def get_random_menu(): |
||||
# 定义系统菜单列表 |
||||
system_menu = [ |
||||
"主页", "设置", "个人资料", "消息", "通知", "帮助", "帐户", "关于", "联系我们", "服务", |
||||
"购物车", "订单", "支付", "地址", "密码" |
||||
] |
||||
|
||||
# 随机选择一个菜单项 |
||||
random_menu_item = random.choice(system_menu) |
||||
return random_menu_item |
||||
|
||||
if __name__ == '__main__': |
||||
datalist = {"TCP_5011": list()} |
||||
ID2Area = { |
||||
"武汉": ["1101820", "1101821", "1101822", "1101823", "1101825"], |
||||
"荆州": ["2001800", "2001801", "2001808"], |
||||
"江汉": ["1801820", "1801810"], |
||||
"省公司市场部": ["1002011", "1002012", "1002013"] |
||||
} |
||||
api_list = ["test.alarm.com/webtest", "alarm.com/testalarm", "business.system..alarmcom", "hhh.alarm.com", "good.alarm.com","baidu.com","sohu.com","xinlang.com","erpx.com"] |
||||
info_list = [ |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 1000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000], |
||||
["u-locale=zh_CN; loginmainacctid="+get_random_person()+"; userticket=209@9889@23223@10.0.1.183@lis8; operatorId=" + get_random_jobnum() + "; com.huawei.boss.CURRENT_MENUID="+get_random_menu()+";", 3000] |
||||
] |
||||
|
||||
|
||||
for i in range(len(info_list)): |
||||
cookies = info_list[i][0] |
||||
count = info_list[i][1] |
||||
for j in range(count): |
||||
api = random.choice(api_list) |
||||
datalist["TCP_5011"].append(alarm(cookies, api)) |
||||
for key in datalist.keys(): |
||||
send_logs(datalist[key]) |
||||
print "510405场景的告警数据已生成" |
||||
@ -1,37 +0,0 @@ |
||||
# coding=utf-8 |
||||
""" |
||||
@Author: fu-zhe |
||||
@FileName: user_cron.py |
||||
@DateTime: 2024/5/23 14:19 |
||||
@Description: 用户相关的定时任务 全量获取，对已有数据进行先删除后写入 周期一天 |
||||
""" |
||||
from __future__ import unicode_literals |
||||
|
||||
import random,string |
||||
import traceback |
||||
import time |
||||
from datetime import datetime, timedelta |
||||
import calendar |
||||
from uebaMetricsAnalysis.utils.ext_logging import logger_cron |
||||
from uebaMetricsAnalysis.utils.db2json import DBUtils, DBType |
||||
from uebaMetricsAnalysis.utils.file_to_pg import entry |
||||
|
||||
JOB_STATUS ={ |
||||
"RUNNING":1, |
||||
"FINISH":2, |
||||
"ERROR":3 |
||||
} |
||||
|
||||
class UserCron: |
||||
#每5分钟执行一次 |
||||
def processing(self): |
||||
try: |
||||
logger_cron.info("INSERT：开始执行") |
||||
entry() |
||||
logger_cron.info("INSERT："+"执行完成") |
||||
except Exception ,e: |
||||
err_info=traceback.format_exc() |
||||
logger_cron.error("INSERT："+"执行失败,"+err_info) |
||||
|
||||
if __name__ == '__main__': |
||||
UserCron().processing() |
||||
@ -1,73 +0,0 @@ |
||||
# coding=utf-8 |
||||
""" |
||||
@Author: tangwy |
||||
@FileName: user_cron_pg.py |
||||
@DateTime: 2024/7/09 14:19 |
||||
@Description: 定时清洗es数据 |
||||
""" |
||||
from __future__ import unicode_literals |
||||
|
||||
import random,string |
||||
import traceback,json |
||||
import time |
||||
from datetime import datetime,timedelta |
||||
import calendar |
||||
from uebaMetricsAnalysis.utils.ext_logging import logger_cron |
||||
from uebaMetricsAnalysis.utils.db2json import DBUtils, DBType |
||||
from uebaMetricsAnalysis.utils.base_dataclean_pg import entry |
||||
|
||||
JOB_STATUS ={ |
||||
"RUNNING":1, |
||||
"FINISH":2, |
||||
"ERROR":3 |
||||
} |
||||
|
||||
|
||||
class UserCron: |
||||
#生成job_id |
||||
def generate_job_id(self): |
||||
timestamp = int(time.time() * 1000) |
||||
random_letters = ''.join(random.choice(string.ascii_letters) for _ in range(7)) |
||||
return str(timestamp) + random_letters |
||||
|
||||
#每5分钟执行一次 |
||||
def processing(self): |
||||
logger_cron.info("JOB：接收到执行指令") |
||||
job_id =self.generate_job_id() |
||||
task_run_count =0 |
||||
try: |
||||
start,end,status,run_count,jobid= DBUtils.get_job_period() |
||||
if jobid !="": |
||||
job_id=jobid |
||||
logger_cron.info("JOB："+job_id+"开始执行") |
||||
if status ==1: |
||||
logger_cron.info("JOB："+job_id+"正在运行中不执行") |
||||
return |
||||
if status==3 and run_count >3: |
||||
logger_cron.info("JOB："+job_id+"失败次数大于3不执行") |
||||
return |
||||
|
||||
if start is None or end is None: |
||||
logger_cron.info("JOB："+job_id+"结束时间大于(服务器时间-15分钟）不执行") |
||||
return |
||||
|
||||
task_run_count = run_count+1 |
||||
logger_cron.info("JOB："+job_id+"运行参数:{},{}".format(start,end)) |
||||
logger_cron.info("JOB："+job_id+"准备将job写入job表") |
||||
DBUtils.insert_job_record(job_id,start,end,JOB_STATUS.get("RUNNING")) |
||||
logger_cron.info("JOB："+job_id+"完成job表写入") |
||||
|
||||
logger_cron.info("JOB："+job_id+"准备获取es数据") |
||||
entry(start,end,job_id) |
||||
logger_cron.info("JOB："+job_id+"完成es数据获取") |
||||
DBUtils.write_job_status(job_id,JOB_STATUS.get("FINISH"),"",task_run_count) |
||||
logger_cron.info("JOB："+job_id+"更新job表状态完成") |
||||
|
||||
except Exception ,e: |
||||
err_info=traceback.format_exc() |
||||
logger_cron.error("JOB："+job_id+"执行失败:"+err_info) |
||||
DBUtils.write_job_status(job_id,JOB_STATUS.get("ERROR"),err_info,task_run_count) |
||||
raise |
||||
|
||||
if __name__ == '__main__': |
||||
UserCron().processing() |
||||
@ -0,0 +1,44 @@ |
||||
{ |
||||
"ip":[ |
||||
{ |
||||
"ip":"192.168.1.1", |
||||
"jobnum":"1122222", |
||||
"count":212 |
||||
}, |
||||
{ |
||||
"ip":"192.168.2.1", |
||||
"jobnum":"1122222", |
||||
"count":212 |
||||
} |
||||
], |
||||
"account":[ |
||||
{ |
||||
"account":"zhangs", |
||||
"jobnum":"1122222", |
||||
"count":212 |
||||
}, |
||||
{ |
||||
"account":"zhang3", |
||||
"jobnum":"112222", |
||||
"count":211 |
||||
} |
||||
], |
||||
"interface":[ |
||||
{ |
||||
"interface":"www.baidu.com/user", |
||||
"jobnum":"1122222", |
||||
"account":"zhangs", |
||||
"ip":"192.168.1.1", |
||||
"count":212 |
||||
} |
||||
], |
||||
"menu":[ |
||||
{ |
||||
"menu":"菜单1", |
||||
"jobnum":"1122222", |
||||
"account":"zhangs", |
||||
"ip":"192.168.1.1", |
||||
"count":212 |
||||
} |
||||
] |
||||
} |
||||
@ -1,24 +1,13 @@ |
||||
[ |
||||
{ |
||||
"task_name": "ueba_cron", |
||||
"task_name": "ueba_corn", |
||||
"task_type": 1, |
||||
"exec_cmd": "python /home/master/ISOP/apps/uebaMetricsAnalysis/cron/ueba_cron_pg.py", |
||||
"exec_cmd": "python /home/master/ISOP/apps/uebaMetricsAnalysis/corn/ueba_corn.py", |
||||
"task_owner": "uebaMetricsAnalysis", |
||||
"run_mode": 1, |
||||
"duration_args": "0 */1 * * * ?", |
||||
"retry_nums": 0, |
||||
"duration_args": "*/2 * * * * *", |
||||
"retry_nums": 5, |
||||
"is_enable": 1, |
||||
"task_description": "每分钟执行一次数据清洗" |
||||
}, |
||||
{ |
||||
"task_name": "ueba_cron_data_insert", |
||||
"task_type": 1, |
||||
"exec_cmd": "python /home/master/ISOP/apps/uebaMetricsAnalysis/cron/ueba_cron_data_insert.py", |
||||
"task_owner": "uebaMetricsAnalysis", |
||||
"run_mode": 1, |
||||
"duration_args": "0 0 3 * * ?", |
||||
"retry_nums": 0, |
||||
"is_enable": 1, |
||||
"task_description": "每天执行一次 将汇总数据写入pg" |
||||
"task_description": "每天执行一次 清洗数据到es-ueba索引" |
||||
} |
||||
] |
||||
@ -1,221 +0,0 @@ |
||||
{ |
||||
"summary": { |
||||
"ip": [ |
||||
{ |
||||
"company": "孝感分公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"ip_count": 323, |
||||
"ip_rate": 0.3, |
||||
"ip_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"company": "宜昌分公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"ip_count": 323, |
||||
"ip_rate": 0.3, |
||||
"ip_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"company": "随州分公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"ip_count": 323, |
||||
"ip_rate": 0.3, |
||||
"ip_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"company": "黄冈分公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"ip_count": 323, |
||||
"ip_rate": 0.3, |
||||
"ip_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"company": "省公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"ip_count": 323, |
||||
"ip_rate": 0.3, |
||||
"ip_avg": 0.43, |
||||
"trend": 0.3 |
||||
} |
||||
], |
||||
"account": [ |
||||
{ |
||||
"company": "湖北公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"account_count": 323, |
||||
"account_rate": 0.3, |
||||
"account_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"company": "宜昌公司", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"account_count": 323, |
||||
"account_rate": 0.3, |
||||
"account_avg": 0.43, |
||||
"trend": 0.3 |
||||
} |
||||
], |
||||
"interface": [ |
||||
{ |
||||
"interface_addr": "/getuser", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"frequency_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"interface_addr": "/getcpminfo", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"frequency_avg": 0.43, |
||||
"trend": 0.3 |
||||
} |
||||
], |
||||
"menu": [ |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"frequency_avg": 0.43, |
||||
"trend": 0.3 |
||||
}, |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"frequency_rate": 0.2, |
||||
"frequency_avg": 0.43, |
||||
"trend": 0.3 |
||||
} |
||||
] |
||||
}, |
||||
"detail": { |
||||
"ip": { |
||||
"湖北公司": [ |
||||
{ |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_frequency": 22 |
||||
}, |
||||
{ |
||||
"req_ip": "xx1x.xx.xx.x", |
||||
"req_frequency": 21 |
||||
} |
||||
], |
||||
"宜昌公司": [ |
||||
{ |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_frequency": 22 |
||||
}, |
||||
{ |
||||
"req_ip": "xx1x.xx.xx.x", |
||||
"req_frequency": 21 |
||||
} |
||||
] |
||||
}, |
||||
"account": { |
||||
"湖北公司": [ |
||||
{ |
||||
"req_account": "admin", |
||||
"req_frequency": 22, |
||||
"req_jobnum": 98799 |
||||
}, |
||||
{ |
||||
"req_account": "admin", |
||||
"req_frequency": 22, |
||||
"req_jobnum": 98799 |
||||
} |
||||
], |
||||
"宜昌公司": [ |
||||
{ |
||||
"req_account": "admin", |
||||
"req_frequency": 22, |
||||
"req_jobnum": 98799 |
||||
}, |
||||
{ |
||||
"req_account": "admin", |
||||
"req_frequency": 22, |
||||
"req_jobnum": 98799 |
||||
} |
||||
] |
||||
}, |
||||
"interface": { |
||||
"接口1": [ |
||||
{ |
||||
"interface_addr": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
}, |
||||
{ |
||||
"interface_addr": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
} |
||||
], |
||||
"接口2": [ |
||||
{ |
||||
"interface_addr": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
}, |
||||
{ |
||||
"interface_addr": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
} |
||||
] |
||||
}, |
||||
"menu": { |
||||
"菜单1": [ |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
}, |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
} |
||||
], |
||||
"菜单2": [ |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
}, |
||||
{ |
||||
"menu_name": "接口地址", |
||||
"req_frequency": 122, |
||||
"req_ip": "xxx.xx.xx.x", |
||||
"req_account": 0.2, |
||||
"req_jobnum": 0.2 |
||||
} |
||||
] |
||||
} |
||||
} |
||||
} |
||||
@ -0,0 +1,18 @@ |
||||
#encoding=utf-8 |
||||
import json |
||||
|
||||
from isoc.utils.esUtil import EsUtil |
||||
|
||||
|
||||
def createIndex(): |
||||
map={ |
||||
"field1": "text", |
||||
"field2": "text" |
||||
} |
||||
es_util_instance = EsUtil() |
||||
res = es_util_instance.create_index_simple("bsa_traffic*",3,scroll_search) |
||||
return res |
||||
|
||||
res = createIndex() |
||||
|
||||
print(res) |
||||
@ -0,0 +1,292 @@ |
||||
#encoding=utf-8 |
||||
import json |
||||
import time,datetime |
||||
import traceback |
||||
from datetime import datetime, timedelta |
||||
import calendar |
||||
from esUtil import EsUtil |
||||
import pytz |
||||
|
||||
size = 1000# 可以根据实际情况调整 |
||||
##01 创建索引 |
||||
def createIndex(index): |
||||
map={ |
||||
"data_type":"keyword", |
||||
"req_account":"keyword", |
||||
"req_frequency":"integer", |
||||
"req_jobnum":"keyword", |
||||
"interface_addr":"keyword", |
||||
"req_ip":"ip", |
||||
"menu_name":"keyword", |
||||
"date_time":"date" |
||||
} |
||||
es_util_instance = EsUtil() |
||||
reqs = es_util_instance.is_index_exist(index) |
||||
if reqs =="false": |
||||
try: |
||||
res = es_util_instance.create_index_simple(index,map) |
||||
except Exception,e: |
||||
print e.message |
||||
## IP维度 |
||||
def get_ip_group_data(index,startTime,endTime): |
||||
try: |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"range": {"timestamp": {"gte": startTime,"lte": endTime}} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size": size, |
||||
"sources": [ |
||||
{"sip": { "terms": {"field": "sip"} }}, |
||||
{"trojan_type": { "terms": { "field": "trojan_type"}}} |
||||
] |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas=[] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
try: |
||||
response = es_util_instance.search(index,query_body) |
||||
except Exception,e: |
||||
print "err" |
||||
for bucket in response["aggregations"]["composite_buckets"]["buckets"]: |
||||
data = { |
||||
"data_type": "ip", |
||||
"req_account": "", |
||||
"req_frequency": bucket['doc_count'], |
||||
"req_jobnum": bucket['key']['trojan_type'] , |
||||
"interface_addr": "", |
||||
"req_ip":bucket['key']['sip'] , |
||||
"menu_name": "", |
||||
"date_time": int(time.time() * 1000) # 当前时间，使用isoformat格式化 |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
|
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
|
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
except Exception,e: |
||||
print "x_err:"+e.message |
||||
return datas |
||||
|
||||
|
||||
## 账号维度 |
||||
def get_account_group_data(index,startTime,endTime): |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"range": {"timestamp": {"gte": startTime,"lte": endTime}} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size": size, |
||||
"sources": [ |
||||
{"account": { "terms": {"field": "account"} }}, |
||||
{"trojan_type": { "terms": { "field": "trojan_type"}}} |
||||
] |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas=[] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
for bucket in response["aggregations"]["composite_buckets"]["buckets"]: |
||||
#print(bucket['key']['sip'] + ":" + str(bucket['doc_count'])) |
||||
data = { |
||||
"data_type": "account", |
||||
"req_account": bucket['key']['account'], |
||||
"req_frequency": bucket['doc_count'], |
||||
"req_jobnum": bucket['key']['trojan_type'] , |
||||
"interface_addr": "", |
||||
"req_ip":"0.0.0.0" , |
||||
"menu_name": "", |
||||
"date_time": int(time.time() * 1000) # 当前时间，使用isoformat格式化 |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
|
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
|
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
|
||||
return datas |
||||
|
||||
## 接口维度 |
||||
def get_interface_group_data(index,startTime,endTime): |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"range": {"timestamp": {"gte": startTime,"lte": endTime}} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size": size, |
||||
"sources": [ |
||||
{"interface": { "terms": {"field": "interface"} }}, |
||||
{"sip": { "terms": { "field": "sip"}}}, |
||||
{"account": { "terms": { "field": "account"}}}, |
||||
{"trojan_type": { "terms": { "field": "trojan_type"}}}, |
||||
] |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas=[] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
for bucket in response["aggregations"]["composite_buckets"]["buckets"]: |
||||
#print(bucket['key']['sip'] + ":" + str(bucket['doc_count'])) |
||||
data = { |
||||
"data_type": "interface", |
||||
"req_account": bucket['key']['account'], |
||||
"req_frequency": bucket['doc_count'], |
||||
"req_jobnum": bucket['key']['trojan_type'] , |
||||
"interface_addr": bucket['key']['interface'] , |
||||
"req_ip":bucket['key']['sip'], |
||||
"menu_name": "", |
||||
"date_time": int(time.time() * 1000) # 当前时间，使用isoformat格式化 |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
|
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
|
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
|
||||
return datas |
||||
|
||||
|
||||
|
||||
## 菜单维度 |
||||
def get_menu_group_data(index,startTime,endTime): |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"range": {"timestamp": {"gte": startTime,"lte": endTime}} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size": size, |
||||
"sources": [ |
||||
{"worm_family": { "terms": {"field": "worm_family"} }}, |
||||
{"sip": { "terms": { "field": "sip"}}}, |
||||
{"account": { "terms": { "field": "account"}}}, |
||||
{"trojan_type": { "terms": { "field": "trojan_type"}}}, |
||||
] |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas=[] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
for bucket in response["aggregations"]["composite_buckets"]["buckets"]: |
||||
#print(bucket['key']['sip'] + ":" + str(bucket['doc_count'])) |
||||
data = { |
||||
"data_type": "menu", |
||||
"req_account": bucket['key']['account'], |
||||
"req_frequency": bucket['doc_count'], |
||||
"req_jobnum": bucket['key']['trojan_type'] , |
||||
"interface_addr": "" , |
||||
"req_ip":bucket['key']['sip'], |
||||
"menu_name": bucket['key']['worm_family'], |
||||
"date_time": int(time.time() * 1000) # 当前时间，使用isoformat格式化 |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
|
||||
return datas |
||||
|
||||
##03 数据写入 |
||||
def data_insert(index,data): |
||||
es_util_instance = EsUtil() |
||||
response = es_util_instance.bulk_insert(index,data) |
||||
return response |
||||
|
||||
def clean_data(write_index,read_index,start,end): |
||||
data_ip = get_ip_group_data(read_index,start,end) |
||||
print "data_ip:"+str(len(data_ip)) |
||||
data_account = get_account_group_data(read_index,start,end) |
||||
print "data_ip:"+str(len(data_account)) |
||||
data_interface = get_interface_group_data(read_index,start,end) |
||||
print "data_ip:"+str(len(data_interface)) |
||||
data_menu = get_menu_group_data(read_index,start,end) |
||||
print "data_ip:"+str(len(data_menu)) |
||||
res_data = data_ip+data_account+data_interface+data_menu |
||||
response = data_insert(write_index,res_data) |
||||
print json.dumps(response) |
||||
|
||||
#入口 |
||||
def entry(write_index,read_index,start,end): |
||||
createIndex(write_index) |
||||
clean_data(write_index,read_index,start,end) |
||||
|
||||
|
||||
#前一天的0点0分0秒 |
||||
def get_start_end_time(hour,minute,second): |
||||
# 获取当前日期时间 |
||||
now = datetime.now() |
||||
|
||||
# 计算昨天的日期时间 |
||||
yesterday = now - timedelta(days=1) |
||||
|
||||
# 将时间部分设为 00:00:00 |
||||
yesterday_midnight = yesterday.replace(hour=hour, minute=minute, second=second, microsecond=0) |
||||
|
||||
# 使用 pytz 来获取 UTC 时区对象 |
||||
utc = pytz.utc |
||||
# 将时间对象本地化为 UTC 时区 |
||||
yesterday_midnight_utc = utc.localize(yesterday_midnight) |
||||
|
||||
# 格式化为带时区的字符串（ISO 8601格式） |
||||
formatted_date = yesterday_midnight_utc.strftime("%Y-%m-%dT%H:%M:%SZ") |
||||
return formatted_date |
||||
|
||||
def index(): |
||||
try: |
||||
#写入的索引 按月创建,注意跨天的场景 |
||||
write_index= "b_ueba_2024_07" |
||||
read_index ="bsa_traffic*" |
||||
#任务执行时间是每天 凌晨12点 |
||||
#查询的范围 开始时间前一天的0点0分0秒，结束时间是 前一天的23.59.59秒 |
||||
|
||||
start = "2024-06-02T00:00:00Z"#get_start_end_time(0,0,0) |
||||
end = get_start_end_time(23,59,59) |
||||
print start +":"+ end |
||||
entry(write_index,read_index,start,end) |
||||
except Exception ,e: |
||||
print "定时任务执行失败："+traceback.format_exc() |
||||
# logger.error("定时任务执行失败：".format(str(e), traceback.format_exc())) |
||||
|
||||
index() |
||||
@ -0,0 +1,281 @@ |
||||
#!/usr/bin/python |
||||
#encoding=utf-8 |
||||
# author: tangwy |
||||
|
||||
import json |
||||
import os,re |
||||
import codecs |
||||
import traceback |
||||
from isoc.utils.esUtil import EsUtil |
||||
from dashboard_data_conversion import ip_summary_data_format, account_summary_data_format, \ |
||||
interface_summary_data_format, menu_summary_data_format |
||||
from ext_logging import logger |
||||
## IP维度 |
||||
def es_get_ip_group_data(index,startTime,endTime): |
||||
page_size = 9000 #可以根据实际情况调整 |
||||
query_body={ |
||||
"query": { |
||||
"bool": { |
||||
"filter": [ |
||||
{ "term": { "data_type": "ip" } }, |
||||
{"range":{ |
||||
"date_time": { |
||||
"gte": startTime, |
||||
"lte": endTime |
||||
} |
||||
}} |
||||
] |
||||
} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size" : page_size, |
||||
"sources": [ |
||||
{ "req_ip": { "terms": { "field": "req_ip" } } }, |
||||
{ "req_jobnum": { "terms": { "field": "req_jobnum" } } } |
||||
] |
||||
}, |
||||
"aggregations": { |
||||
"total_count": { |
||||
"sum": { |
||||
"field": "req_frequency" |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas = [] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
buckets = response.get("aggregations", {}).get("composite_buckets", {}).get("buckets", []) |
||||
for bucket in buckets: |
||||
data= { |
||||
"ip":bucket['key']['req_ip'], |
||||
"jobnum":bucket['key']['req_jobnum'], |
||||
"count":bucket['total_count']['value'] |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
return datas |
||||
|
||||
|
||||
## 账号维度 |
||||
def es_get_account_group_data(index,startTime,endTime): |
||||
page_size = 9000 #可以根据实际情况调整 |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"bool": { |
||||
"filter": [ |
||||
{ "term": { "data_type": "account" } }, |
||||
{"range":{ |
||||
"date_time": { |
||||
"gte": startTime, |
||||
"lte": endTime |
||||
} |
||||
}} |
||||
] |
||||
} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size" : page_size, |
||||
"sources": [ |
||||
{ "req_account": { "terms": { "field": "req_account" } } }, |
||||
{ "req_jobnum": { "terms": { "field": "req_jobnum" } } } |
||||
] |
||||
}, |
||||
"aggregations": { |
||||
"total_count": { |
||||
"sum": { |
||||
"field": "req_frequency" |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas = [] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
buckets = response.get("aggregations", {}).get("composite_buckets", {}).get("buckets", []) |
||||
for bucket in buckets: |
||||
data= { |
||||
"account":bucket['key']['req_account'], |
||||
"jobnum":bucket['key']['req_jobnum'], |
||||
"count":bucket['total_count']['value'] |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
return datas |
||||
|
||||
|
||||
## 菜单维度 |
||||
def es_get_menu_group_data(index,startTime,endTime): |
||||
page_size = 9000 #可以根据实际情况调整 |
||||
query_body={ |
||||
"size": 0, |
||||
"query": { |
||||
"bool": { |
||||
"filter": [ |
||||
{ "term": { "data_type": "menu" } }, |
||||
{"range":{ |
||||
"date_time": { |
||||
"gte": startTime, |
||||
"lte": endTime |
||||
} |
||||
}} |
||||
] |
||||
} |
||||
}, |
||||
"aggs": { |
||||
"composite_buckets": { |
||||
"composite": { |
||||
"size" : page_size, |
||||
"sources": [ |
||||
{ "menu_name": { "terms": { "field": "menu_name" } } }, |
||||
{ "req_account": { "terms": { "field": "req_account" } } }, |
||||
{ "req_ip": { "terms": { "field": "req_ip" } } }, |
||||
{ "req_jobnum": { "terms": { "field": "req_jobnum" } } } |
||||
] |
||||
}, |
||||
"aggregations": { |
||||
"total_count": { |
||||
"sum": { |
||||
"field": "req_frequency" |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas = [] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
buckets = response.get("aggregations", {}).get("composite_buckets", {}).get("buckets", []) |
||||
for bucket in buckets: |
||||
data= { |
||||
"menu":bucket['key']['menu_name'], |
||||
"ip":bucket['key']['req_ip'], |
||||
"account":bucket['key']['req_account'], |
||||
"jobnum":bucket['key']['req_jobnum'], |
||||
"count":bucket['total_count']['value'] |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
return datas |
||||
|
||||
|
||||
## 接口维度 |
||||
def es_get_interface_group_data(index,startTime,endTime): |
||||
page_size = 9999 #可以根据实际情况调整 |
||||
query_body={ |
||||
"query": { |
||||
"bool": { |
||||
"filter": [ |
||||
{ "term": { "data_type": "interface" } }, |
||||
{"range":{ |
||||
"date_time": { |
||||
"gte": startTime, |
||||
"lte": endTime |
||||
} |
||||
}} |
||||
] |
||||
} |
||||
}, |
||||
"aggs": { |
||||
"group_by_menu": { |
||||
"composite": { |
||||
"size" : page_size, |
||||
"sources": [ |
||||
{ "interface_addr": { "terms": { "field": "interface_addr" } } }, |
||||
{ "req_account": { "terms": { "field": "req_account" } } }, |
||||
{ "req_ip": { "terms": { "field": "req_ip" } } }, |
||||
{ "req_jobnum": { "terms": { "field": "req_jobnum" } } } |
||||
] |
||||
}, |
||||
"aggregations": { |
||||
"total_count": { |
||||
"sum": { |
||||
"field": "req_frequency" |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
} |
||||
after_key = None |
||||
es_util_instance = EsUtil() |
||||
datas = [] |
||||
while True: |
||||
if after_key: |
||||
query_body["aggs"]["composite_buckets"]["composite"]["after"] = after_key |
||||
response = es_util_instance.search(index,query_body) |
||||
buckets = response.get("aggregations", {}).get("composite_buckets", {}).get("buckets", []) |
||||
for bucket in buckets: |
||||
data= { |
||||
"interface":bucket['key']['interface_addr'], |
||||
"ip":bucket['key']['req_ip'], |
||||
"account":bucket['key']['req_account'], |
||||
"jobnum":bucket['key']['req_jobnum'], |
||||
"count":bucket['total_count']['value'] |
||||
} |
||||
datas.append(data) |
||||
after_key = bucket["key"] |
||||
if not response["aggregations"]["composite_buckets"].get("after_key"): |
||||
break |
||||
after_key = response["aggregations"]["composite_buckets"]["after_key"] |
||||
return datas |
||||
|
||||
def entry(data_type,start,end): |
||||
base_index = 'c_ueba_001' |
||||
# es_util_instance = EsUtil() |
||||
# res=es_util_instance.get_available_index_name(start,end,base_index) |
||||
# if len(res)==0: |
||||
# return |
||||
# index =",".join(res) |
||||
|
||||
index=base_index |
||||
|
||||
try: |
||||
data = {} |
||||
if data_type == "1": |
||||
ip_summary_data = es_get_ip_group_data(index, start, end) |
||||
data = ip_summary_data_format(ip_summary_data) |
||||
if data_type == "2": |
||||
account_summary_data = es_get_account_group_data(index, start, end) |
||||
data = account_summary_data_format(account_summary_data) |
||||
if data_type == "3": |
||||
interface_summary_data = es_get_interface_group_data(index, start, end) |
||||
data = interface_summary_data_format(interface_summary_data) |
||||
if data_type == "4": |
||||
menu_summary_data = es_get_menu_group_data(index, start, end) |
||||
data = menu_summary_data_format(menu_summary_data) |
||||
return data |
||||
except Exception, e: |
||||
logger.error(traceback.format_exc()) |
||||
raise e |
||||
@ -0,0 +1,90 @@ |
||||
#!/usr/bin/python |
||||
#encoding=utf-8 |
||||
# author: tangwy |
||||
|
||||
import json |
||||
import os,re |
||||
import codecs |
||||
import csv |
||||
import ConfigParser |
||||
from isoc.utils.esUtil import EsUtil |
||||
|
||||
|
||||
print json.dumps(es_host_list) |
||||
# conf_path = os.path.join(os.path.dirname(os.path.dirname(__file__)), 'conf') |
||||
# ini_path = os.path.join(conf_path, 'conf.ini') |
||||
# config = ConfigParser.ConfigParser() |
||||
# config.read(ini_path) |
||||
|
||||
# ES_HOST = config.get('COMMON', 'es_host') |
||||
# ES_PER_COUNT = config.get('COMMON', 'es_per_count') |
||||
# ES_INDEX_NAME = config.get('COMMON', 'es_index_name') |
||||
# CSV_FILE_PATH = config.get('COMMON', 'csv_file_path') |
||||
|
||||
|
||||
|
||||
def createIndex(): |
||||
es = Elasticsearch(es_host_list) |
||||
es.create(index="urba_analyse_2024_06", ignore=400) |
||||
|
||||
map={ |
||||
"ip1": "text", |
||||
"ip2": "text", |
||||
"ip3": "text", |
||||
"ip4": "text", |
||||
} |
||||
es_instance = EsUtil() |
||||
res = es_instance.create_index_simple("urba_analyse_2024_06") |
||||
return res |
||||
|
||||
|
||||
|
||||
|
||||
|
||||
# def generate_ip_range(start_ip, end_ip): |
||||
# start_parts = list(map(int, start_ip.split('.'))) |
||||
# end_parts = list(map(int, end_ip.split('.'))) |
||||
# ip_range = [] |
||||
|
||||
# while start_parts < end_parts: |
||||
# ip_range.append('.'.join(map(str, start_parts))) |
||||
# start_parts[3] += 1 |
||||
# for i in range(3, 0, -1): |
||||
# if start_parts[i] == 256: |
||||
# start_parts[i] = 0 |
||||
# start_parts[i-1] += 1 |
||||
|
||||
# ip_range.append('.'.join(map(str, start_parts))) # 添加结束IP地址 |
||||
# return ip_range |
||||
|
||||
# # scroll查询数据 |
||||
# def get_ip_summary_data(start_time,end_time,query_body): |
||||
# es = Elasticsearch(ES_HOST) |
||||
# msg = es.search(index=ES_INDEX_NAME,scroll="3m",size=ES_PER_COUNT,_source_includes= ["cookies","url","sip","dip"], query=query_body) |
||||
|
||||
# result = msg['hits']['hits'] |
||||
# total = msg['hits']['total'] |
||||
# scroll_id = msg['_scroll_id'] |
||||
|
||||
# for i in range(0,int(total["value"]/ES_PER_COUNT)+1): |
||||
# query_scroll = es.scroll(scroll_id=scroll_id, scroll='3m')["hits"]["hits"] |
||||
# result += query_scroll |
||||
# return result |
||||
|
||||
# # 读取csv文件 获取ip归属地 |
||||
# def get_ip_area_relation(csv_file_path): |
||||
# iprange_map = {} |
||||
# with codecs.open(csv_file_path, mode='r',encoding='utf-8') as file: |
||||
# csv_reader = csv.reader(file) |
||||
# for row in csv_reader: |
||||
# headers = next(csv_reader) |
||||
# ip_start = headers[0] |
||||
# ip_end = headers[1] |
||||
# ip_range = generate_ip_range(ip_start, ip_end) |
||||
# ip_area = headers[5] |
||||
# print (ip_area) |
||||
# for ip in ip_range: |
||||
# iprange_map[ip] = ip_area |
||||
# return iprange_map |
||||
|
||||
# get_ip_area_relation("/tmp/data/ip_area_relation.csv") |
||||
@ -1,205 +0,0 @@ |
||||
#!/usr/bin/python |
||||
#encoding=utf-8 |
||||
# author: tangwy |
||||
import re,os,json |
||||
import codecs |
||||
from db2json import DBUtils |
||||
from datetime import datetime, timedelta |
||||
from ext_logging import logger_cron,get_clean_file_path |
||||
from dataInterface.functions import CFunction |
||||
from dataInterface.db.params import CPgSqlParam |
||||
|
||||
date_pattern = re.compile(r'^\d{4}-\d{2}-\d{2}.json$') |
||||
|
||||
LOG_TABLE_NAME = "ueba_analysis_schema.logs" |
||||
|
||||
DATA_TYPE = { |
||||
"IP": 1, |
||||
"ACCOUNT": 2, |
||||
"INTERFACE": 3, |
||||
"MENU": 4, |
||||
} |
||||
|
||||
# 获取当前日期并格式化为"年-月" |
||||
def get_current_year_month(): |
||||
now = datetime.now() |
||||
return now.strftime("%Y_%m") |
||||
|
||||
# 获取当前月份的第一天并格式化为"年-月-日" |
||||
def get_first_day_of_current_month(): |
||||
now = datetime.now() |
||||
first_day = now.replace(day=1) |
||||
return first_day.strftime("%Y-%m-%d") |
||||
|
||||
# 获取当前日期，然后计算下个月的第一天 |
||||
def get_first_day_of_next_month(): |
||||
now = datetime.now() |
||||
if now.month == 12: |
||||
next_month = now.replace(year=now.year+1, month=1, day=1) |
||||
else: |
||||
next_month = now.replace(month=now.month+1, day=1) |
||||
return next_month.strftime("%Y-%m-%d") |
||||
|
||||
#获取表名 |
||||
def get_table_name(): |
||||
year_month = get_current_year_month() |
||||
return LOG_TABLE_NAME+'_'+ year_month |
||||
|
||||
#获取表区间 |
||||
def get_table_data_range(): |
||||
start= get_first_day_of_current_month() |
||||
end = get_first_day_of_next_month() |
||||
return start,end |
||||
|
||||
#创建分区表 |
||||
def create_fq_table(): |
||||
table_name = get_table_name() |
||||
start,end = get_table_data_range() |
||||
logger_cron.info("INSERT：准备创建分区表{},{},{}".format(table_name,start,end)) |
||||
sql = """CREATE TABLE if not EXISTS {TABLE_NAME} PARTITION OF ueba_analysis_schema.logs |
||||
FOR VALUES FROM ('{START}') TO ('{END}');""".format(TABLE_NAME=table_name,START = start,END=end) |
||||
CFunction.execute(CPgSqlParam(sql)) |
||||
logger_cron.info("INSERT：创建分区表完成") |
||||
|
||||
#读取大文件 |
||||
def read_large_json_file(filename, chunk_size=1024*1024*5): # 每次读取5MB的数据 |
||||
json_object = '' |
||||
with codecs.open(filename, 'r', encoding='utf-8') as f: |
||||
while True: |
||||
chunk = f.read(chunk_size) |
||||
if not chunk: |
||||
break |
||||
json_object += chunk |
||||
|
||||
data = json.loads(json_object) |
||||
return data |
||||
|
||||
def get_all_files(path): |
||||
# 列出所有包含匹配模式的文件名 |
||||
files = [] |
||||
for filename in os.listdir(path): |
||||
if date_pattern.search(filename): |
||||
if datetime.now().strftime("%Y-%m-%d")+".json" != filename: |
||||
files.append({"filename": filename, "path": os.path.join(path,filename)}) |
||||
return files |
||||
|
||||
def insert_data(files): |
||||
for itemFile in files: |
||||
if os.path.exists(itemFile.get("path",'')): |
||||
data =read_large_json_file(itemFile.get("path",'')) |
||||
logger_cron.info("INSERT: 准备读取聚合文件:"+itemFile.get('path','')) |
||||
logger_cron.info("INSERT: 读取聚合文件完成") |
||||
ip_list = data.get('ip', []) |
||||
account_list = data.get('account', []) |
||||
interface_list = data.get('interface', []) |
||||
menu_list = data.get('menu', []) |
||||
|
||||
logger_cron.info("INSERT: IP维度 " +str(len(ip_list))) |
||||
logger_cron.info("INSERT: ACCOUNT维度 " +str(len(account_list))) |
||||
logger_cron.info("INSERT: INTERFACE维度 " +str(len(interface_list))) |
||||
logger_cron.info("INSERT: MENU维度 " +str(len(menu_list))) |
||||
|
||||
basename, extension = os.path.splitext(itemFile.get('filename', '')) |
||||
log_date = basename |
||||
print ("filename:"+log_date) |
||||
records = [] |
||||
for item in ip_list: |
||||
menu = item.get('menu', '') |
||||
ip = item.get('ip', '0.0.0.0') |
||||
account = item.get('account', '') |
||||
jobnum = item.get('jobnum', '') |
||||
count = item.get('count', 0) |
||||
logdate = log_date |
||||
datatype = DATA_TYPE.get("IP",1) |
||||
interface = item.get('interface', '') |
||||
records.append({"menu":menu, "ip":ip, "account":account, "jobnum":jobnum, "count":count, "logdate":logdate,"datatype":datatype,"interface":interface}) |
||||
for item in account_list: |
||||
menu = item.get('menu', '') |
||||
ip = item.get('ip', '0.0.0.0') |
||||
account = item.get('account', '') |
||||
jobnum = item.get('jobnum', '') |
||||
count = item.get('count', 0) |
||||
logdate = log_date |
||||
datatype = DATA_TYPE.get("ACCOUNT",2) |
||||
interface = item.get('interface', '') |
||||
records.append({"menu":menu, "ip":ip, "account":account, "jobnum":jobnum, "count":count, "logdate":logdate,"datatype":datatype,"interface":interface}) |
||||
for item in interface_list: |
||||
menu = item.get('menu', '') |
||||
ip = item.get('ip', '0.0.0.0') |
||||
account = item.get('account', '') |
||||
jobnum = item.get('jobnum', '') |
||||
count = item.get('count', 0) |
||||
logdate = log_date |
||||
datatype = DATA_TYPE.get("INTERFACE",3) |
||||
interface = item.get('interface', '') |
||||
records.append({"menu":menu, "ip":ip, "account":account, "jobnum":jobnum, "count":count, "logdate":logdate,"datatype":datatype,"interface":interface}) |
||||
for item in menu_list: |
||||
menu = item.get('menu', '') |
||||
ip = item.get('ip', '0.0.0.0') |
||||
account = item.get('account', '') |
||||
jobnum = item.get('jobnum', '') |
||||
count = item.get('count', 0) |
||||
logdate = log_date |
||||
datatype = DATA_TYPE.get("MENU",4) |
||||
interface = item.get('interface', '') |
||||
records.append({"menu":menu, "ip":ip, "account":account, "jobnum":jobnum, "count":count, "logdate":logdate,"datatype":datatype,"interface":interface}) |
||||
|
||||
data_list=[] |
||||
for item in records: |
||||
data_list.append(item.get('menu', '')) |
||||
data_list.append(item.get('ip', '')) |
||||
data_list.append(item.get('account', '')) |
||||
data_list.append(item.get('jobnum', '')) |
||||
data_list.append(item.get('count', '')) |
||||
data_list.append(item.get('logdate', '')) |
||||
data_list.append(item.get('datatype', '')) |
||||
data_list.append(item.get('interface', '')) |
||||
|
||||
sql = """INSERT INTO ueba_analysis_schema.logs(menu,ip,account,jobnum,count,logdate,data_type,interface) |
||||
VALUES {}""".format(",".join(['(%s,%s,%s,%s,%s,%s,%s,%s)' for x in records])) |
||||
CFunction.execute(CPgSqlParam(sql, params=data_list)) |
||||
logger_cron.info("INSERT: 数据插入完成") |
||||
|
||||
#重命名文件 |
||||
logger_cron.info(itemFile.get('path','')) |
||||
logger_cron.info("done_"+itemFile.get('filename', '')) |
||||
os.rename(itemFile.get('path',''),get_clean_file_path()+"/done_"+itemFile.get('filename', '')) |
||||
logger_cron.info("INSERT: 重命名文件完成，"+itemFile.get('filename', '')) |
||||
|
||||
def delete_files(directory_path): |
||||
""" |
||||
删除指定目录下所有形如 'done_YYYY-MM-DD' 的文件， |
||||
其中日期部分早于10天以前。 |
||||
|
||||
:param directory_path: 要检查的目录的绝对路径 |
||||
""" |
||||
# 计算10天前的日期 |
||||
ten_days_ago = datetime.now() - timedelta(days=10) |
||||
ten_days_ago_str = ten_days_ago.strftime('%Y-%m-%d') |
||||
|
||||
# 正则表达式模式，匹配形如 YYYY-MM-DD 的文件名 |
||||
date_pattern = re.compile(r'done_(\d{4}-\d{2}-\d{2})') |
||||
|
||||
# 遍历目录中的文件 |
||||
for filename in os.listdir(directory_path): |
||||
match = date_pattern.search(filename) |
||||
if match: |
||||
file_date_str = match.group(1) |
||||
file_date = datetime.strptime(file_date_str, '%Y-%m-%d') |
||||
|
||||
# 检查文件日期是否在10天前 |
||||
if file_date <= ten_days_ago: |
||||
file_path = os.path.join(directory_path, filename) |
||||
os.remove(file_path) |
||||
logger_cron.info("INSERT: 删除文件"+file_path) |
||||
|
||||
def entry(): |
||||
base_path = get_clean_file_path() |
||||
files = get_all_files(base_path) |
||||
logger_cron.info("INSERT：获取文件数量"+str(len(files))) |
||||
#创建分区表 |
||||
create_fq_table() |
||||
#数据入库 |
||||
insert_data(files) |
||||
#删除文件 |
||||
delete_files(base_path) |
||||
Loading…
Reference in new issue