Yes, but if we want to improve line-level test coverage, we do need to make our 
code more testable, i.e. add more uts

On 2024/08/07 07:08:34 Christofer Dutz wrote:
> I should clarify,
> This is the coverage from within the module itself. We definitely have more 
> coverage when also running the integration test module, however none of the 
> parts I recently touched seem to have had any form of tests.
> 
> Chris
> 
> Gesendet von Outlook für Android<https://aka.ms/AAb9ysg>
> ________________________________
> From: Xinyu Tan <tanxi...@apache.org>
> Sent: Monday, August 5, 2024 11:43:24 AM
> To: dev@iotdb.apache.org <dev@iotdb.apache.org>
> Subject: Re: [DISCUSS] Refactoring IoTDB to eliminate the singleton pattern
> 
> Hi, Chris
> 
> I am shocked to see our class coverage and line coverage so low.
> 
> I support making changes to our use of singletons to identify more issues in 
> unit tests, reducing the likelihood of problems surfacing in integration 
> tests, release testing, or even user environments.
> 
> In the future, I also advocate prioritizing unit tests over integration tests 
> when testing certain functionalities.
> 
> My suggestion is to adopt a test-driven approach. We should first define some 
> quantifiable and observable metrics, and then continuously refactor the 
> singleton pattern while improving these metrics. This approach seems more 
> sustainable.
> 
> Best
> -------------
> Xinyu Tan
> 
> On 2024/08/02 11:59:34 Christofer Dutz wrote:
> > Hi all,
> >
> > So, one thing that has always been bothering me a bit with respect to the 
> > IoTDB code-base, was the usage of the singleton pattern.
> > Even if it simplifies composition of a project, it comes with quite some 
> > severe disadvantages.
> >
> > In my last PR I tried refactoring the usage of singletons to make 
> > components more unit-testable and I was quite happy with the results.
> >
> > I wrote up my ideas as well as some facts from fellow Apache projects.
> >
> > https://timechor.feishu.cn/docx/QLgZdJWgUoKBLSx1t3EcBJdRnud
> >
> > Please have a look and comment here. I would really like to start the 
> > progress of refactoring IoTDB (At least with this approach it doesn’t have 
> > to be an all-or-nothing big-bang type of refactoring, but instead can 
> > happen over time).
> >
> > Chris
> >
> 

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