teleren/devto huggingface dataset:
Release Time
Published: 2023-11-25 04:22:51

## Release 1.0.1

Today, I was able to package and publish my first [NuGet package](https://www.nuget.org/packages/Amir.Text2StaticHtml#versions-body-tab). Since my project used the .Net framework, I chose [NuGet](https://www.nuget.org/) as my package registry.

## Packaging Process

The process for packaging my project was very easy and straightforward. I found a great video from the .Net YouTube channel that helped me with this. The video can be found [here](https://www.youtube.com/watch?v=bCoVexnomuk).

**Steps Using Visual Studio**:

- Select the project properties from the project menu
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3a7ah7o0l8llyh9ynvsc.png)
- Fill in the details for the package like: Package ID, Title, Authors, Package Version, etc.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9ndh2k6utbxeppjspy6c.png)

- After the details are filled in, select Pack <Project Name> from the Build menu.
- A new .nupkg will file will be created under bin/debug folder of the project (This is a default output folder when packing a project, a custom folder can be selected in the previous step).
- Ready to be released.

## Publishing Process

The publishing process was very straightforward as well. The steps are as follows:
- Sign in to Nuget.org with a Microsoft account.
- Select upload package from the menu.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/25qc4a7u56p1zu2wi9bz.png)
- Upload the newly created .nupkg.
- Wait for the review to be finished.
- The package is published and ready to be used.

## Testing

In order to test out that users were able to use my package, I asked one of my developer friends to test it out for me. Since this is a NuGet package we were not able to run it from the command line. But, he was able to install the package from the NuGet package manager in Visual Studio and add it as a dependency to a test project he had created. From the test project he was able to run the converter and test out all the functionalities that I had implemented.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/78dqyfy1004b9zwphdgh.png)

## Code Alteration

Luckily I didn't have to make big changes to my code base. I simply added a new public class called "Converter" which was in charge of running the program, so that it'll be accessible when users add the package to their project.

## Package Installation and Usage

This package can be installed from the NuGet package manager by searching for "Amir.Txt2StaticHtml"
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/w2uetq0awwr5n0b14u9l.png)
Or by going to this [page](https://www.nuget.org/packages/Amir.Text2StaticHtml#versions-body-tab) and using any of the commands provided. After the package is added to the project simply run the Converter.Run(string[] args) function from the Text2StaticHtml namespace with the valid arguments that can be found in the Readme.
Tác giả Khánh Sơn
Published: 2023-11-25 07:59:29

Tác giả Khánh Sơn là một biểu tượng trong thế giới của cá cược trực tuyến. Anh ta không chỉ đơn thuần là người sáng lập và CEO của Gnbet, mà còn là hình mẫu về sự kiên định, tầm nhìn và tận tâm đối với người chơi.
Với niềm đam mê mãnh liệt và sự kiên trì không ngừng, Khánh Sơn đã vượt qua hàng ngàn thách thức để xây dựng nên Gnbet - một ốc đảo giải trí lớn mạnh và uy tín. Điều quan trọng hơn, anh ta không chỉ tập trung vào việc phát triển kinh doanh mà còn đặt lợi ích của người chơi lên hàng đầu.
Khánh Sơn không chỉ là người đứng sau thành công của Gnbet mà còn là người đặt nền móng cho một cộng đồng chơi game an toàn và đáng tin cậy. Sứ mệnh của anh không chỉ đơn thuần là tạo ra một trang web cá cược, mà còn là tạo ra một môi trường nơi mọi người có thể tận hưởng trò chơi một cách an toàn và thoải mái nhất.
Gnbet không chỉ là một nơi để cá cược mà còn là nơi mà sự tận tâm và cam kết với chất lượng thực sự được đánh giá cao. Tất cả điều này không chỉ đặt Khánh Sơn và Gnbet ở vị trí hàng đầu trong ngành công nghiệp này mà còn tạo ra một dấu ấn vững chắc trong lòng người chơi - một niềm tin không thể phai nhạt.
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7M LIVE SCORE
Published: 2023-11-25 07:48:36

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How Recessed LED Linear Lighting Can Transform Your Space
Published: 2023-11-25 07:40:38

Recessed LED linear lights have been gaining popularity in recent years due to their sleek appearance and energy-efficient operation. These lights are commonly installed in commercial settings such as offices, retail spaces, and hotels, but they are also becoming more prevalent in residential homes. In this article, we will explore the benefits of recessed LED linear lighting and how it can transform your space. First and foremost, recessed LED linear lights are incredibly versatile. They can be used for general illumination, task lighting, or accent lighting. Their slim profile allows them to be installed seamlessly into ceilings or walls, creating a clean and modern aesthetic. The linear shape of the lights also provides an even and consistent distribution of light, eliminating any hotspots or shadows. Another advantage of recessed LED linear lighting is their energy efficiency. LED lights use significantly less energy than traditional incandescent or fluorescent bulbs, resulting in lower energy bills and a smaller carbon footprint. Furthermore, LED lights have a longer lifespan and require less maintenance, reducing the need for frequent replacements and repairs. When it comes to designing a space, recessed LED linear lights offer a plethora of design possibilities. They come in a variety of sizes, colors, and finishes, allowing them to fit seamlessly into any design scheme. They can also be controlled by dimmer switches or smart home systems, providing flexibility in adjusting the lighting to suit different needs and moods. In addition to their practical benefits, recessed LED linear lights can also enhance the atmosphere of a space. They provide a clean, modern look that can make a space appear larger and more open. They can also be used to highlight architectural features, artwork, or decorative elements, adding to the overall ambiance of a room. One potential downside of recessed LED linear lighting is the installation process. While they are easy to install in new construction, retrofitting them into an existing space can be more complicated and may require the help of an electrician or contractor. Additionally, if not properly installed, recessed LED linear lights can result in glare, which can be uncomfortable for occupants. Overall, the benefits of recessed LED linear lighting far outweigh any potential drawbacks. They offer energy-efficient operation, design versatility, and enhanced atmosphere, making them an excellent choice for any space. Whether you are a homeowner looking to add a modern touch to your living room or a business owner revamping your office space, recessed LED linear lights are an investment that will undoubtedly transform your space for years to come.

## References

  * [recessed led linear light](https://juliuschen.com.hk/Product/SetLanguage?language=En&returnUrl=https://halconlighting.com/collections/linear-fixture "recessed led linear light")
ADDRESS JAVA CODE EXPLAINED IN SIMPLE TERMS
Published: 2023-11-25 07:36:05

'Address' is a Java class that contains the city, town and zipcode of a person. So that we can know the city, town and zipcode of someone we want to meet.

line 9:  'Address' is a class that can be accessed anywhere in the project, because it is 'public'. It implements 'Serializable' because we want to save the address of the person on a computer, and retrieve it later.

line 11: 'city' is a private variable. Meaning you cannot use it everywhere in the project. It will contain the name of city the person lives in. Its type is 'String' because the name of a city is a combination of letters. 

line 12: 'town' is a private variable. Meaning you cannot use it everywhere in the project. It will contain the name of the town in the city the person lives in. Its type is 'String' because the name of a town is a combination of letters. 

line 13: 'zipCode' is also a private variable. It will contain the zipCode of the person. Its type is 'int' because the zipCode is a combination of numbers.
How to Export & Import Docker Image
Tags: docker, linux, container, cicd
Published: 2023-11-25 06:59:43

We can always pull docker images from docker registry. But, sometimes we need to share our images manually. In this post, I will share you how to import and export docker images.

## Export Docker Image
Let say we have these two docker images in my local docker
```bash
$ docker images
REPOSITORY    TAG       IMAGE ID       CREATED         SIZE
mysql         5.7       547b3c3c15a9   4 weeks ago     501MB
postgres      12        d480c196f9b0   3 months ago    405MB
```
We want to export postgres docker image. To do that, we can do that using `docker export` command like this :
```bash
$ docker export postgres > postgres.tar
```

Here are the explanation for this command. In general the command is like this :
```bash
$ docker export <image-name> > <output-name>.tar
```
* change `<image-name>` with the image that you want to export
* change `<output-name>` in to the output name you intended. The output file will be on `.tar` format.

## Import Docker Image
Let say you want to import / load the exported docker image file (the `.tar` file). You can use `docker load` command like this :
```bash
$ docker load -i postgres.tar
```
In general, the command is like this :
```bash
$ docker load -i <tar-file>.tar
```
If the import / load is successful, you will see the image if you run `docker images` command.


That's all, very simple :)

<hr>

External sources :
* [docker export](https://docs.docker.com/engine/reference/commandline/export/)
* [docker load](https://docs.docker.com/engine/reference/commandline/load/)
I made a step-by-step form demo like Typeform using Swiper.js!
Tags: react, webdev, javascript, programming
Published: 2023-11-25 06:59:15

Hi, there.

We have created a step-by-step form demo like [Typeform](https://www.typeform.com/) using Swiper.js and would like to introduce it to you!


[demo code](https://codesandbox.io/p/devbox/back-demo-5pjfwl)


{% codesandbox 5pjfwl %}


Cheers.

Higashi Kota
Active Support Rails
Tags: rails, ruby, webdev, programming
Published: 2023-11-25 06:57:33

Hello all Rubyists, This is my first blog post on [dev.to](dev.to website) and I'm very excited to start off. Here we go, As per ruby on rails guide, Active Support is the Ruby on Rails component responsible for providing Ruby language extensions and utilities. 

Active Support in Ruby on Rails enhances the capabilities of the Ruby language by adding more features and utilities, making it easier for developers to build web applications efficiently.

**What does that really mean?**

It means that you can do a lot of really cool stuffs with Active Support that you cannot do in regular Ruby code. For example, When I use **_'person'.pluralize_** in an irb and see what happens below


![.pluralize method in IRB](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dw44hxrkzow8qpn6516h.png)

We are getting **_NoMethodError_** in Ruby — that’s where ActiveSupport can come in. Active Support automatically provides methods, such as **_.pluralize_**, **_.singularize_** and many more methods to Rails applications. The same method in a rails console.

![.pluralize method in rails console](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nlcc9tn8kn4vsjmofn1l.png)

Now it works! It is just an intro to Active Support. There many more methods available. Please checkout the official docs to know more. [active support guide](https://guides.rubyonrails.org/active_support_core_extensions.html) Thanks for reading!
Enhanced Control: Multiple Delete Locks for Azure Resource Governance
Published: 2023-11-25 06:52:20

Common Challenges and Solutions
While Delete Locks are powerful guardians, users may encounter challenges such as conflicting locks or the <a href="https://dumpsmedia.com/education/an-azure-resource-can-have-multiple-delete-locks/">An Azure Resource can have Multiple Delete Locks</a> necessity to unlock resources for legitimate purposes. This section addresses these common issues head-on, providing practical solutions to ensure a seamless experience for Azure users.
Real-world Examples
Delving into real-world scenarios, this section explores instances where organizations benefited from the protective embrace of Delete Locks. By juxtaposing these with situations where such safeguards were absent, readers gain a tangible understanding of the practical advantages of implementing Delete Locks.
Best Practices for Delete Locks
Collaborative approaches and integration into Azure governance strategies form the bedrock of best practices for managing Delete Locks. This section offers actionable insights to elevate the overall security posture of an Azure environment, ensuring robust protection against accidental deletions.
Exploring Azure Policy
Complementing Resource Locks with Azure Policy enhances the security and compliance landscape. Readers gain insights into how these elements synergize, providing <a href="https://dumpsmedia.com/education/an-azure-resource-can-have-multiple-delete-locks/">An Azure Resource can have Multiple Delete Locks</a> comprehensive defense against unauthorized actions and ensuring adherence to compliance standards.


Click Here For More Details>>>>>>>https://dumpsmedia.com/education/an-azure-resource-can-have-multiple-delete-locks/
【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피 역삼건마 역삼스파 역삼오피
Published: 2023-11-25 06:41:54

⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피⍞【Opss〔08〕닷콤】〈오피쓰〉역삼휴게텔 역삼오피⍞역삼건마⎞역삼스파 역삼오피
Animated 3D text with bubble background using html,css
Tags: freecodez, react, html, blog
Published: 2023-11-25 06:23:20

Hey there, You are most welcome to this article. I hope you will enjoy this article. If you like this article then please share this article with your friends and colleagues. If you have any questions or suggestions regarding this article then please comment down below.

**Animated 3D text with bubble background using html,css**

![Animated 3D text with bubble background using html,css](https://res.cloudinary.com/freecodez/image/upload/v1700893393/images/bvomqr1sguvtdbf9vccm.webp)

For full source code visit : [https://freecodez.com/post/3ut99am](https://freecodez.com/post/3ut99am)


```
<!-- https://freecodez.com -->
<div class="intro">
    <h1>Bubbles</h1>
    <button id="toggle-theme">Toggle Theme</button>
</div>

<!-- spacing to allow scroll -->
<div style="height:500vw;"></div>
```

Source Code : [https://freecodez.com/post/3ut99am](https://freecodez.com/post/3ut99am)

For more such articles visit : [https://freecodez.com](https://freecodez.com/all)
5年ぶりのre:Invent
Tags: reinvent
Published: 2023-11-25 06:04:39

今回5年ぶりにre:Inventに参加することにした。
参加するきっかけは、AWS Community Builerになったこと、新型コロナウイルスが5類に移行され、陰性証明が必要なくなったことだ。

5年前はre:Capという形でこのスライドをアウトプットした。

{% embed https://speakerdeck.com/matyuda/zi-fei-dexing-tutare-invent2018 %}

この５年間の間にどのような外的変化と内的変化があったのかを整理してみたい。

## 参加費

1,799USD → 2,099USD
但し、AWS Community Builderとして参加することとなったため、899USDで参加することができた。

## 為替レート
115円 → 150円

## 通信機器
モバイルルータレンタル → eSIM

## 旅行方法
JTB企画のAWS re:Invent 2018ジャパンツアー → 同行するJAWS-UGの友人に勧められた方法で自分で手配

## 経路

私が住んでいる石川県からラスベガスまで５年前はサンフランシスコだったが、今回はホノルル空港経由にした。理由は日本からサンフランシスコまでの移動時間が13時間にも及び、かなり疲れるからである。

石川県 - 関西国際空港 - サンフランシスコ国際空港 - マッカラン国際空港ラスベガス → 石川県 - 小松空港 - 羽田空港 - ダニエル・K・イノウエ国際空港 - ハリー・リード国際空港

## 資格

5年前から比較して、以下の資格取得ができた。

* 中小企業診断士
* 安全確保支援士
* AWSに関する資格5つ

## コミュニティ活動

5年前はJAWS-UG金沢支部の参加者だったが、今は
JAWS-UG金沢支部のコアメンバーとなるだけでなく、
JAWS-UG事務局長としてJAWS-UGを陰から支えることをしつつ、AWS Community Builderに認定いただき、アウトプットを通じた発信を行っている。

これから実際にre:Inventに行く過程にて今回の学びをアウトプットしたい。
Mini Task - Short Class Frontend Development | MySkill
Tags: codepen, html, myskill
Published: 2023-11-25 05:43:38

Participated in the Frontend Development short course by MySkill learning about front-end developers, HTML document structure, elements, tags, attributes, types of HTML elements, and creating HTML documents.

{% codepen https://codepen.io/mhsyaman/pen/GRzdzmd %}
RAGLog: Log Anomaly Detection using Retrieval Augmented Generation
Tags: machinelearning, nlp, gpt3
Published: 2023-11-25 05:23:09

## 選定理由

[RAG](https://proceedings.neurips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5-Abstract.html)を使用した異常検知という珍しいアプローチ。先行研究で引用されている[LogPrompt](https://arxiv.org/abs/2308.07610)も LLM を活用した　zero-shot　classification　によるログ異常検知である。

Paper: https://arxiv.org/abs/2311.05261
Code: N/A

## 概要

【技術課題】
システムログからの異常検知はサイバー攻撃への対策に不可欠であるが、異なるシステムやコンポーネントのログが多種多様で変化も早いため、効率的な分析が難しい。

【従来技術】
前処理としてログのパージング、分割を必要とする多段処理なアプローチがあったが前処理の時点での　[Out of vocabulary(OOV)](https://blog.marketmuse.com/glossary/out-of-vocabulary-oov-definition/) に基づくエラーを後段で修正できない。又、教師あり、教師なし学習に基づくアプローチもあったが、クラス間不均衡や新しいフォーマットのログが常に生まれ続けることを考慮すると適用が困難。

【提案】
RAGと通常のログを集めたベクトルデータベースを利用してログから異常を検知するアプローチを提案。Q&Aのパイプラインを使用して、システムログの異常を特定する。

【効果】
オープンデータの実験にて従来手法より高精度となった。サイバー調査やデジタルフォレンジックスにおいて、従来の手法では難しかった異常なログエントリの検知が zero-shot classification のアプローチで可能となった。

## RAGによるシステムログの異常検知

Retrieval Augmented Generative（RAG）を用いて通常のログエントリのサンプルを格納したベクトルデータベースにクエリを実行し、ログエントリを分析する。複雑な多段階のログ処理パイプラインを必要とせず、どんなログにも適したエンドツーエンドのモデルが構築できる。

![fig1](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/296llxdgel464yko6fgl.png)

Question and Answer prompt には分析対象となるログエントリがベクトルデータベースから回収されたログリストと比較して異常かそうでないかを判断させるようなプロンプトを記述した。(詳細は論文に記述されていない)

##　実験

データセットはBGLとThunderbirdを使用した。これはログ解析における定番のデータセットである。RAGの実装にはLangchain、言語モデルはベクトル化にはOpenAI Embedding、チャットモデルにGPT-3.5を用いた。又、temperatureは0.1に設定した。

![ct3](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nciyr7rx83kyprg51aqy.png)

Thunderbirdの方が精度が高くなった。これは分散が小さく、このデータセットが簡単だったためであると思われる。又、どちらのデータセットでもランダム選択よりもクラスタリングして同じクラスタのサンプルを取得した方が当然であるが性能は高くなった。

![tb1](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/of4rzldtmuij32hla4w8.png)

従来手法との比較でもF1スコアで大幅に改善した。課題として１ログづつRAGで解析するため、時間と費用のコストがかかる点があり、この点はfuture workとしている。
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