📚 This repo contains questions and exercises related to DevOps, including the AIOps.

🔥️ There are currently**4850** multiple-choice questions spanning 8 diverse general categories, as shown[below](images/data_info.png).

💥️ There are currently**4850** multiple-choice questions spanning 8 diverse general categories, as shown[below](images/data_info.png).

💥 There are a total of**2200** samples in the AIOps subcategory, covering scenarios such as**log parsing**,**time series anomaly detection**,**time series classification**,**and root cause analysis**.

🔥 There are a total of**2200** samples in the AIOps subcategory, covering scenarios such as**log parsing**,**time series anomaly detection**,**time series classification**,**and root cause analysis**.

<palign="center"> <ahref="resources/devops_diagram_zh.jpg"> <imgsrc="images/data_info.png"style="width:100%;"id="data_info"></a></p>

-[🏆 Leaderboard](#-leaderboard)

-[⏬ Data](#-data)

-[👀 Notes](#-notes)

-[🔥 AIOps Sample Example](#-aiops-sample-example)

-[🚀 How to Evaluate](#-how-to-evaluate)

-[🧭 TODO](#-todo)

-[🏁 Licenses](#-licenses)

分析原因：

git diff--name-onlySHA命令会显示与SHA参数对应的提交中已修改的文件列表。参数--name-only让命令只输出文件名，而忽略其他信息。其它选项中的命令并不能实现此功能。

👀 👀 Taking log parsingas an example, hereis a brief showcase of the AIOps samples:

id:0

question:

Here are some running logs

004:21:15,429WARN Cannotopen channel to2 at election address/10.10.34.12:3888

119:18:56,377WARN*******GOODBYE/10.10.34.11:52703********

219:13:46,128WARN*******GOODBYE/10.10.34.11:52308********

319:16:26,268WARN*******GOODBYE/10.10.34.11:52502********

409:11:16,012WARN Cannotopen channel to3 at election address/10.10.34.13:3888

516:37:13,837WARN Cannotopen channel to2 at election address/10.10.34.12:3888

609:09:16,008WARN Cannotopen channel to3 at election address/10.10.34.13:3888

715:27:03,681WARN Cannotopen channel to3 at election address/10.10.34.13:3888

The first three parts of the log are index, timestamp,and log level. Without considering these three parts, Here we assume that the variablesin the logs are representedas'<*>', separated by spaces between tokens. Whatis the specific log templatefor the above logs?

A: Notification time out:<*> 和 Connection brokenforid<*>, myid =<*>, error =

B: Send worker leaving thread 和 Connection brokenforid<*>, myid =<*>, error =

C: Received connection request/<*>:<*> 和 Interrupting SendWorker

D: Cannotopen channel to<*> at election address/<*>:<*> 和*******GOODBYE/<*>:<*>********

answer: D

explanation: The log includes the fixed template fragments"Cannot open channel to <> at election address /<>:<>"and"****** GOODBYE /<>:<> ********," both of which appearin option D. Meanwhile, the template fragmentsin the other options donot match the contentin the log. Therefore, option Dis the most consistentwith the log template.

If you need to test your own huggingface-formatted model, the overall steps areas follows:

📚 该仓库包含与DevOps和AIOps相关的问题和练习。

🔥️ 目前有 4850 个多项选择题，根据DevOps的通用流程将其归纳未8个模块，如[下图](images/data_info.png)所示。

💥 目前有 4850 个多项选择题，根据DevOps的通用流程将其归纳未8个模块，如[下图](images/data_info.png)所示。

💥 AIOps子类当前已有中英文样本2200例，覆盖的场景包括**日志解析**、**时序异常检测**、**时序分类**和**根因分析**。

🔥 AIOps子类当前已有中英文样本2200例，覆盖的场景包括**日志解析**、**时序异常检测**、**时序分类**和**根因分析**。

<palign="center"> <ahref="resources/devops_diagram_zh.jpg"> <imgsrc="images/data_info.png"style="width:100%;"id="data_info"></a></p>

-[🏆 排行榜](#-排行榜)

-[⏬ 数据](#-数据)

-[👀 Notes](#-notes)

-[👀 说明](#-说明)

-[🔥 AIOps样本示例](#-AIOps样本示例)

-[🚀 如何进行测试](#-如何进行测试)

-[🧭 TODO](#-todo)

-[🏁 Licenses](#-licenses)

分析原因：

git diff --name-only SHA命令会显示与SHA参数对应的提交中已修改的文件列表。参数--name-only让命令只输出文件名，而忽略其他信息。其它选项中的命令并不能实现此功能。

id: 0

question:

下面是一些运行日志

0 04:21:15,429 WARN Cannot open channel to 2 at election address /10.10.34.12:3888

1 19:18:56,377 WARN******* GOODBYE /10.10.34.11:52703********

2 19:13:46,128 WARN******* GOODBYE /10.10.34.11:52308********

3 19:16:26,268 WARN******* GOODBYE /10.10.34.11:52502********

4 09:11:16,012 WARN Cannot open channel to 3 at election address /10.10.34.13:3888

5 16:37:13,837 WARN Cannot open channel to 2 at election address /10.10.34.12:3888

6 09:09:16,008 WARN Cannot open channel to 3 at election address /10.10.34.13:3888

7 15:27:03,681 WARN Cannot open channel to 3 at election address /10.10.34.13:3888

日志最前面三部分别为序号、时间戳和日志Level，在不考虑这三部分内容的情况下，此处我们设定日志的变量用'<*>'代替，token与token之间用空格分隔，那么请问上述日志的日志模版具体是什么？

A: Notification time out: <*> 和 Connection broken for id <*>, my id = <*>, error =

B: Send worker leaving thread 和 Connection broken for id <*>, my id = <*>, error =

C: Received connection request /<*>:<*> 和 Interrupting SendWorker

D: Cannot open channel to <*> at election address /<*>:<*> 和******* GOODBYE /<*>:<*>********

answer: D

explanation: 根据日志中的内容，选项D是最符合日志模板的。日志中包含了"Cannot open channel to&lt;*&gt; at election address /&lt;*&gt;:&lt;*&gt;"和"******* GOODBYE /&lt;*&gt;:&lt;*&gt;********"这两个固定的模板片段，它们都在选项D中出现了。同时，其他选项中的模板片段与日志中的内容不匹配。因此，选项D是最符合日志模板的。