teleren/devto huggingface dataset:
How OpenAI Codex is changing the game for software development
Tags: openai, chatgpt
Published: 2023-03-13 11:13:16

**Introduction**

As the world continues to embrace the possibilities of artificial intelligence (AI), OpenAI is at the forefront of the development of cutting-edge technology. One of the latest tools from OpenAI is Codex, an AI-powered platform that can write code and generate text with high accuracy. It has the potential to revolutionize the way we develop and power next generation applications. 

In this article, we will explore how OpenAI Codex is set to change the future of software development and why you may want to consider hiring an OpenAI developer for your project.

##OpenAI Codex: What is it?##

OpenAI Codex is an AI-powered platform that can write code in a range of programming languages. It uses a combination of machine learning algorithms and natural language processing (NLP) to analyze code and generate new code based on that analysis. It means that developers can use Codex to write code faster and more accurately than ever before. 

Codex is not just limited to writing code, it can also generate natural language text such as descriptions, summaries, and even entire articles. It is a powerful tool for developers and content creators alike.

##How OpenAI Codex helps in Powering next generation applications##

OpenAI Codex has the potential to power next generation applications by making it faster and easier to develop new software. It can automate repetitive coding tasks, reduce the likelihood of errors, and enable developers to write more complex code with greater ease.

With Codex, developers can focus on the bigger picture of application development rather than getting bogged down in the details of coding. This means that developers can spend more time on design, user experience, and other crucial aspects of application development.

##Why hire an OpenAI developer?##

If you are looking to power your next generation application with OpenAI Codex, you may want to consider hiring an OpenAI developer. An OpenAI developer can help you to integrate Codex into your development process and ensure that it is used effectively

OpenAI developers are experienced in working with AI and machine learning technologies, and they can help you to identify the best use cases for Codex in your application development. They can also help you to customize Codex to suit your specific needs and ensure that it is integrated seamlessly into your development workflow.

**Conclusion**

In conclusion, OpenAI Codex has the potential to revolutionize software development and power the next generation of applications. It can automate coding tasks, reduce errors, and enable developers to write more complex code with greater ease. Hiring **[OpenAI developer](https://www.bacancytechnology.com/hire-openai-developer)** can help you to leverage this technology effectively and ensure that your application development is as efficient and effective as possible.
Top 6 websites to practice hands-on Cybersecurity
Published: 2023-03-13 11:11:47

Here are 6 websites to practice hands-on Cybersecurity.



1.) Letsdefend -
🔗 https://letsdefend.io/
LetsDefend helps you build a blue team career with hands-on experience by investigating real cyber attacks inside a simulated SOC.

2.) TryHackMe -
🔗 https://tryhackme.com/
TryHackMe provides virtual labs and challenges that simulate real-world scenarios and cover various topics such as penetration testing, web application security, and more.

3.) HackTheBox -
🔗 https://tryhackme.com/
HackTheBox - Dr. AITH offers a range of challenges that simulate real-world scenarios and cover various topics such as cryptography, steganography, reverse engineering, and more.

4.) CyberDefenders -
🔗 https://lnkd.in/dffH8AgY
CyberDefenders is an online platform that provides hands-on experience in various areas of cybersecurity such as web application security, network security, and more. It offers virtual labs and challenges that simulate real-world scenarios .

5.) Hacker101 -
🔗 https://www.hacker101.com/
Hacker101 provides various hands-on exercises and challenges related to web application security, network security, and cryptography.

6) PentesterLab -
🔗 https://pentesterlab.com/
PentesterLab is a platform that offers various exercises and challenges to help users learn web application security. It provides hands-on experience in identifying and exploiting vulnerabilities in web applications.
Stay ahead of the curve - 3 Frontend Developers Must Have tools
Tags: webdev, programming
Published: 2023-03-13 11:11:23

1. AnimXYZ. 

AnimXYZ is a website animation tool that allows you to create, tweak, and compose animations for your website. 

Using CSS variables, you can create an almost infinite number of unique animations without having to write a single keyframe. 

You'll save time and have complete control over the movement of your elements. 

AnimXYZ will bring your website to life with Vue, React, SCSS, and CSS. www.animxyz.com

2. Shaper. 

This interactive tool will allow you to experiment with various user interfaces while they are live on the website. 

Typography, color, space, and layering are all examples of this. https://hihayk.github.io/shaper/

3. Theatre.Js. 

For the web, I created a motion design. 

Theatre.js is a GUI-based JavaScript animation library. The DOM, WebGL, and any other JavaScript variable are animated. 

It's essentially a visual editor for animating DOM objects. www.theatrejs.com

See you soon.
Use EventBridge to handle API requests
Tags: api, eventbridge, alternative, approach
Published: 2023-03-13 11:05:34

At AWS re:Invent I attended [SVS312 Building Serverlesspresso](https://www.youtube.com/watch?v=qs0U0LdNkV0). This talk was about how you can create event-driven architectures. I am a fan of event-driven architectures. So I wanted to highlight a interesting technique using [EventBridge](https://aws.amazon.com/eventbridge/) shown in this talk.

In the past I used a similar technique that I talked about in an [AWS Meetup](https://www.meetup.com/aws-ams/events/268599805/). Here I used an API Gateway to post the request to a SQS Queue. This is very useful for fire and forget patterns. Because you do not need to invoke a Lambda function to handle the request. The response to the user is faster and you do not need to pay for the Lambda invocation.

But [James Beswick](https://www.linkedin.com/in/jamesbeswick/) showed a iteration on that pattern. Instead of posting your payload to a SQS Queue you can also create an event within [EventBridge](https://aws.amazon.com/eventbridge/). The initial request can still be a fire and forget call, but James did something interesting here. 

Because the API request itself became an event, you are able to process the API request as an event. 

## A closer look

> All examples are coming from the actual [serverless-coffee](https://github.com/aws-samples/serverless-coffee/) repository from AWS

When you order a coffee a [POST](https://github.com/aws-samples/serverless-coffee/blob/main/backends/4-order-processing/api.yaml) call is executed. The API Gateway uses the `x-amazon-apigateway-integration` extension. This enables you to pass the body of the request as the details of an EventBridge event.

From here you can do all sorts of actions. For example, the [serverless-coffee](https://github.com/aws-samples/serverless-coffee/blob/main/backends/6-publisher-service/code/publishToIOTuserTopic.js) project used [IOT Core](https://aws.amazon.com/iot-core/). With IOT Core you can notify the end-user with status updates. And notify the barista that what kind of coffee needs to be created.

The advantage of this is that these two actions are completely decoupled from each other. In fact the initial request is decoupled from these two actions. This makes this pattern very extendable! You do not need to take into account what other services are there.

## Conclusion

Using [EventBridge](https://aws.amazon.com/eventbridge/) to handle your API requests can be very powerful. But it does need you to poll for updates or use streamed updates using [IOT Core](https://aws.amazon.com/iot-core/). 

When you see what kind of flexibility you get extendability it is worth it!

Photo by [Josh Sorenson](https://www.pexels.com/photo/group-of-people-raise-their-hands-on-stadium-976866/)
S'Monday 😪 Wyld Stallyns
Tags: discuss, beginners, codenewbie, motivation
Published: 2023-03-13 11:00:00

From the Sunday scaries to the Monday...ughs, it can be hard to start the week off in in a good state of mind. So, if you're looking for a little motivation to tackle the week ahead, we gotchu.

From programming wisdom to career advice, we've compiled a collection of quotes that will make you think, make you laugh, maybe make you roll your eyes.

This week's quote is one of my all-time faves. From the 80's classic time travel flick, Bill & Ted's Excellent Adventure; it's so simple, yet so wise. Wyld Stallyns said it best:

> Be excellent to each other.

Share your quotes, inspirational memes, words of wisdom, or anything else to help us brave the day!
Snyk Container: GitLab Container Registry easy integration
Tags: snyk, devsecops, gitlab, containers
Published: 2023-03-13 10:47:01

- [Prerequisites](#prerequisites)
- [Integration](#integration)
  - [Create a Personal Access Token](#create-a-personal-access-token)
  - [Configure Integration](#configure-integration)
  - [Add project for scanning](#add-project-for-scanning)
- [References](#references)

## Prerequisites
1. **Snyk** account: **Organization's Administrator**.
2. **GitLab** project **personal access token**.
  - It is recommended to use access token instead of password.
  - If you enabled MFA, the personal access token is a **MUST**.

## Integration
### Create a Personal Access Token
Please ensure that your token meets the following requirements:
1. role: at least `Developer`
2. scopes:
  - `read_api`
  - `read_registry`


### Configure Integration
1. At the left navigation bar, go to **Settings**.
2. Under **Organization Settings**, go to **Integrations**.
3. Find **GitLab Container Registry**, under **Container Registries** section.
4. From the **Account credentials** box, we have to input:
  1. `Username`: `<your-gitlab-username>`
  2. `Password`: `<your-gitlab-access-token>`
  3. `Container registry name`: `registry.gitlab.com`
5. Then click the *save changes* button.

![gitlab-container-registry-integration](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/oyzaptlqjnc6l4dv44ho.png)

### Add project for scanning
1. At the left navigation bar, go to **Projects**.
2. Click the *Add projects* button.
3. From the **Image Name** box, we input our project URL as follows:
```
<namespace>/<project>/<image>
``` 

## References
- https://docs.snyk.io/scan-containers/image-scanning-library/gitlab-container-registry-image-scanning/scan-container-images-from-gitlab-container-registry-in-snyk
- https://docs.snyk.io/scan-containers/image-scanning-library/gitlab-container-registry-image-scanning/container-security-with-gitlab-container-registry-integration
Conditional Rendering in React: A Brief Guide
Tags: react, javascript, beginners, programming
Published: 2023-03-13 10:13:53

Conditional rendering is a fundamental technique used in React for displaying different components or UI elements based on certain conditions. This technique helps to create dynamic and interactive user interfaces, where components can change their appearance or behavior based on user interactions or data changes.

## How Conditional Rendering Works in React

In React, conditional rendering is achieved by using the JavaScript conditional operator or the ternary operator inside the JSX code. The syntax for the ternary operator in JSX is as follows:

```
{condition ? expressionIfTrue : expressionIfFalse}
```
The condition is a JavaScript expression that evaluates to either true or false, and the expressionIfTrue and expressionIfFalse are JSX expressions that are returned if the condition is true or false, respectively.

**Example of Conditional Rendering in React**
Let's take an example where we want to display a message based on the user's age. If the user is over 18, we will display a message welcoming them to the site, and if they are under 18, we will display a message asking them to leave the site.

![code preview](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ytohxatlfrog3chiffbs.png)

In this example, we define a constant userAge with a value of 30. We then use the ternary operator to render different messages based on the value of userAge. Since userAge is greater than or equal to 18, the condition is true, and the expressionIfTrue is rendered, which displays the "Welcome to our site!" message.

Conditional rendering is an important concept in React that allows us to create dynamic and interactive user interfaces. By using the ternary operator inside the JSX code, we can conditionally render different components or UI elements based on certain conditions. This technique helps to make our React applications more flexible and user-friendly.

## FAQs
**What is conditional rendering in React?** 
Conditional rendering is a technique used in React for displaying different components or UI elements based on certain conditions.

**How do you implement conditional rendering in React?** Conditional rendering is implemented in React by using the ternary operator or the logical && operator inside the JSX code.

**What are some use cases for conditional rendering in React?** Conditional rendering can be used for displaying different UI components based on user interactions or data changes, for creating dynamic forms or wizards, for implementing authentication or authorization flows, and more.

**Can you use conditional rendering with React hooks?** 
Yes, conditional rendering can be used with React hooks like useState or useContext to manage the state and update the UI based on certain conditions.

**How do you debug conditional rendering issues in React?** 
To debug conditional rendering issues in React, you can use the React Developer Tools extension for your browser, add console logs to your code, or use conditional breakpoints in your debugger
Upload multiple images To Rails 7 API - Active_storage : Intro
Published: 2023-03-13 10:29:22


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9n801go8bw49d4l3myg4.PNG)

---

Uploading multiple images is a common requirement for many web applications. This blog post will guide you through the process of uploading multiple images to a backend API using React.js. This blog post is part of a two-part series.

**In Part 1**, we will cover the backend API development with Rails 7, which involves setting up the Rails project, configuring the database, creating the necessary controllers and models, and adding the logic to handle image uploads. The code for the backend API is available on GitHub via the link [multiple-image-uploads-api](https://github.com/Chrissiku/multiple-image-uploads-api) and the blog post is available on dev.to via the link [Upload multiple images To Rails 7 API - Active_storage : Part 1](https://dev.to/chrissiku/upload-multiple-images-to-rails-7-api-activestorage-2o6p)

**In Part 2**, we will cover the frontend development with React.js, which involves creating a form to upload images, calling the backend API endpoints to upload the images, and displaying the uploaded images on the page. The code for the frontend application is available on GitHub via the link [multiple-image-uploads-client](https://github.com/Chrissiku/multiple-image-uploads-client) and the blog post is available on dev.to via the link [Upload multiple images To Rails 7 API - Active_storage : Part 2](https://dev.to/chrissiku/upload-multiple-images-to-rails-7-api-activestorage-part-2-4dll)

By the end of this two-part series, you will have a complete understanding of how to upload multiple images to a backend API using React.js, and have a working example that you can build upon in your own projects.

## ... [Part 1 ⏭⏭](https://dev.to/chrissiku/upload-multiple-images-to-rails-7-api-activestorage-2o6p)
Build with APIs
Tags: mastercardapis, mastercarddevelopers, privacy, postman
Published: 2023-03-13 10:29:03

Hello community, 
I am the DevRel VP at Mastercard. Each month, we gather the top API stories, news, events and releases which help you stay updates, keep learning and get inspires. Best thing about it, we deliver it directly to your inbox. 

January edition deep dived into understanding PETs (Privacy Enhancing Technologies). 


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/vyov0psxi9i0jfpg1lp2.png)

**KNOWLEDGE BASE
Introduction to Privacy Enhancing Technologies (PETs)**
Dive into the first of a series of blogs about PETs. Here we cover the challenges of data privacy and provide an overview of the different types of PETs from confidential computing and homomorphic encryption to synthetic data and federated learning. 
 
> Learn more here: https://mstr.cd/3ZFOUmo 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/29jmg2g1k015j2wuyal0.png)

**INSIGHT HUB 
How to get field level encryption working in Postman** 
Many of our APIs require field level encryption but when you want to test the API quickly in Postman, this can be tricky to configure. Our new blog shows how we have implemented encryption in our Postman Collections, making it easy to use with just a few environment variables.

> Learn more here: https://mstr.cd/3mLuZnI 

Start building with Mastercard APIs across fraud, open banking, cryptocurrency, data intelligence and much more. Visit [Mastercard Developers ](https://bit.ly/mastercard-developers)
Working with Databases-Deleting Data from a Table
Tags: opengauss, database
Published: 2023-03-13 10:12:25

Outdated data may need to be deleted when tables are used. Data can be deleted from tables only by row.

SQL statements can only access and delete an independent row by declaring conditions that match the row. If a table has a primary key, you can use it to specify a row. You can delete several rows that match the specified condition or delete all the rows from a table.

For example, to delete all the rows whose **c_customer_sk** column is **3869** from the table **customer_t1**, run the following command:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/06xnlwcubgtqsvn094r5.png)

To delete all rows from the table, run either of the following commands:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/aox20zcyir5719lz11nz.png)

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ej2j47dxm6vqff5b58zj.png)

To delete a table, run the following command:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/03nlj6unbuhj46mdr9zt.png)
Working with Databases-Viewing Data
Tags: opengauss, database
Published: 2023-03-13 10:09:24

**·** Run the following command to query information about all tables in a database in the system catalog pg_tables:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mdemk53s7o9rexow4v52.png)

**·** Run the **\d+** command of the **gsql** tool to query table attributes:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/cwduuv9l608tt22qs0jc.png)

**·** Run the following command to query the data volume of table **customer_t1**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nb3s039o9vew9f4tz1c4.png)

**·** Run the following command to query all data in the table **customer_t1**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1y5k0ybc10omdllq3emf.png)

**·** Run the following command to query only the data in the column **c_customer_sk**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ofqn06g2x7hwd9rwlc6h.png)

**·** Run the following command to filter repeated data in the column **c_customer_sk**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/cxvtxmcep2attxxp681m.png)

**·** Run the following command to query all data whose column **c_customer_sk** is **3869**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xzscn2uji6zpn9yxnf4v.png)

**·** Run the following command to collate data based on the column **c_customer_sk**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gfrnio5t8v0q4yf6x7rr.png)
What industries do think think will benefit most from AI use?
Tags: discuss, ai, watercooler
Published: 2023-03-13 10:06:00

---
title: What industries do think think will benefit most from AI use? 
published: true
description: 
tags: discuss, AI, watercooler
# Use a ratio of 100:42 for best results.
published_at: 2023-03-13 10:06 +0000
---
From the financial industry to healthcare to the arts, we're seeing more and more adoption of technology to improve existing industries. 

**Which industries do you think will benefit most? How do you see them benefitting?**
Working with Databases-Updating Data in a Table
Tags: opengauss, database
Published: 2023-03-13 10:03:19

Existing data in a database can be updated. You can update one row, all rows, or specified rows of data, or update data in a column without affecting the data in the other columns.

The following types of information are required when the **UPDATE** statement is used to update a row:

**·** Table name and column name of the data to be updated
**·** New column value
**·** Rows of the data to be updated
Generally, the SQL language does not provide a unique ID for a row of data. Therefore, it is impossible to directly specify the rows of the data to be updated. However, you can specify the rows by declaring the conditions that must be met by the updated row. If a table contains primary keys, you can specify a row using the primary keys.

For details about how to create a table and insert data to it, see Creating Tables and Inserting Data to Tables.

**c_customer_sk** in the table **customer_t1** must be changed from **9527** to **9876**:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/uculoqiz317acacgnr2b.png)

You can use a schema to modify the table name. If no such modifier is specified, the table is located based on the default schema path. In the statement, **SET** is followed by the target column and the new column value. The new value can be a constant or an expression.

For example, run the following statement to increase all the values in the **c_customer_sk** column by 100:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ce269v7ea0hvmjrebt75.png)

This statement does not include the **WHERE** clause, so all rows are updated. If the statement includes the **WHERE** clause, only the rows matching the clause are updated.

In the **SET** clause, the equal sign (=) indicates value setting. In the **WHERE** clause, the equal sign indicates comparison. **WHERE** may not represent an equation and can be replaced by other operators.

You can run an **UPDATE** statement to update multiple columns by specifying multiple values in the **SET** clause. For example:

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0hg2m53c6ipceius6o7b.png)

After data has been updated or deleted in batches, a large number of deletion markers are generated in the data file. During query, data with these deletion markers needs to be scanned as well. In this case, a large amount of data with deletion marks can greatly affect the query performance after batch updates or deletions. If data needs to be updated or deleted in batches frequently, you are advised to periodically run the **VACUUM FULL** statement to maintain the query performance.