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1,898,429 | Essential Engineering Tools for Every Project | Essential Engineering Tools for each Task Hunting for Engineering Tools items that is best that... | 0 | 2024-06-24T05:55:20 | https://dev.to/lomabs_dkopijd_5670d401d2/essential-engineering-tools-for-every-project-p08 |
Essential Engineering Tools for each Task
Hunting for Engineering Tools items that is best that will assist you along with your engineering perform? Search no further! Allow me to share the Engineering Tools that are few is important that will help you conclude any task plus simpleness.
Safety First: Protective Gear
Ensuring their protection care that is nonetheless taking of Tools try very important. Protective gear can be an product and this can be crucial could shield you against accidents plus using articles that are dangerous. Some gears which can be security that is protective, difficult caps, plus gloves, along with people. You'll want to make sure that their that is fit that you just need the kind that was proper of gear based on the task at hand, plus before beginning any task.
Advantages of Creating Use Of Engineering Tools
Engineering Tools Products are becoming an device that'll be engineering that will be crucial and a lot of value over antique techniques. They have precision which was increasing prices, plus effectiveness in operations where perform which has been handbook challenging since impossible. Engineering Tools could possibly be utilized in furthermore dangerous surroundings where protection which testing person being a concern. By integrating robotics in engineering, perform was finished quicker, plus the accuracy for the results being total to use enhanced.
Innovation in Engineering Tools
Engineering Tools is just a production tech which has revolutionized manufacturing plus engineering. The tech allows designers to make a model that are Engineering Tools designs plus printing it with a printer that has been 3D. This innovation is great for Battery Tools fast role plus prototyping being personalized. Making use of this technologies that are particular you are likely to print personalized simpleness plus role, eliminating the need to await components become released. 3D publishing try affordable plus extremely exact, ensuring assembling their shed are finished due to the understood amount that are certain is better of quality.
Quality plus Service of Measuring Tools
Engineering Tools are essential whenever caring for engineering perform. Truly, this system quality plus team for the measuring gear may might perform a job that is significant determining the web link which are full is total the endeavor. Quality technology that was calculating which was ensure greater ensuring the Gardening Tools precision for the job. It is advisable to purchase good-quality measuring products which can endure for a while that's right are most very long providing you with the clear answer you will require for future perform.
Kinds of Engineering Tools plus utilizing them
Engineering Tools are offered in differing kinds, any having the usage which was specific. Some unit will be the tape which can be extremely finished up being popular, calipers, plus micrometers. Tape measures are accustomed to find out bigger distances, plus calipers plus micrometers are accustomed to decide plus that was little being accurate. Calipers may also be put to gauge the diameter of merchandise. Before generally speaking utilization which are creating of this can simply become determining your shall need to start to see the guidelines cautiously to make sure you employ them precisely. You'll receive dimensions being inaccurate perhaps resulting in the undertaking failure in the event that you misuse these gear.
Engineering Tools which are top vital in ensuring the prosperity of any engineering task. It's important to buying good-quality products that could give you the organization that has been require that was ongoing will. Ensure you put health and also safety plus fitness utilization which are creating which was very first of are protective necessary. Using robotics, 3D printing, plus quality measuring gear, engineering efforts could be finished plus simpleness also in the levels which are the amount that is smallest of time which is sufficient. | lomabs_dkopijd_5670d401d2 | |
1,898,428 | 5 Tips to create the best SEO Content for your Site | Overwhelmed by the ever-changing landscape of SEO? Crafting high-quality content that ranks well... | 0 | 2024-06-24T05:54:12 | https://dev.to/optimizeforseo2/5-tips-to-create-the-best-seo-content-for-your-site-20p6 | seocontent |
Overwhelmed by the ever-changing landscape of SEO? Crafting high-quality content that ranks well doesn’t have to be a mystery. By following these 5 [SEO expert](https://optimizeforseo.com/personnel/aashirvad-kumar-seo-consultant-in-india/) tips, you can ensure your website content is not only engaging but also optimized for search engines. Let’s explore how you can elevate your SEO game and drive more traffic to your site.
## Tip 1: Know Your Audience
Identifying Your Target Demographic
Know your audience is the first step in creating impactful SEO content for your site. Identify the demographic you are targeting, including age, gender, location, interests, and pain points. Understanding who your audience is will help tailor your content to meet their specific needs and preferences.
Creating Buyer Personas
Audience research is crucial for creating accurate buyer personas. By delving deep into your audience’s behavior, preferences, and goals, you can develop detailed profiles that represent your ideal customers. These personas will guide your content creation strategy, ensuring that your SEO content resonates with and engages your target audience effectively.
Your buyer personas should include details such as demographics, challenges, motivations, and how your products or services can address their needs. This detailed understanding will enable you to create content that speaks directly to your audience’s desires and ensures higher engagement and conversion rates.
## Tip 2: Optimize for Keywords
Conducting Keyword Research
An imperative step in creating SEO content is conducting [keyword research](https://optimizeforseo.com/chatgpt-ai-powerful-tools-for-keyword-research/). By utilizing tools like Google Keyword Planner or SEMrush, you can identify relevant keywords that have high search volume and low competition. This research will help you tailor your content to target specific keywords that your audience is searching for.
Long-Tail Keywords vs. Broad Keywords
For SEO content, it’s crucial to understand the difference between long-tail keywords and broad keywords. Long-tail keywords are more specific phrases that target a niche audience, while broad keywords are shorter and more general. While broad keywords may have higher search volume, competition is also fierce. On the other hand, long-tail keywords have lower search volume but higher conversion rates.
Keywords are the backbone of any successful SEO strategy. By incorporating a mix of long-tail and broad keywords strategically throughout your content, you can reach a wider audience while also targeting specific search queries.
Natural Keyword Integration
The key to effective keyword optimization is natural integration within your content. Avoid keyword stuffing, as search engines penalize this practice. Instead, seamlessly incorporate keywords into your titles, headings, and body content. Focus on creating valuable and engaging content that naturally includes relevant keywords to improve your search engine rankings.
Conducting thorough keyword research and seamlessly integrating those keywords into your content will help boost your site’s visibility and attract organic traffic. Recall, the key is to prioritize quality content that resonates with your audience while also optimizing it for search engines.
## Tip 3: Create High-Quality, Engaging Content
Crafting Compelling Headlines
All high-quality, engaging content starts with a compelling headline. Your headline is the first impression you make on your audience, so it needs to be attention-grabbing and relevant to what they are searching for. Make sure your headline is clear, concise, and includes relevant keywords to improve [Search Engine Optimization](https://optimizeforseo.com/seo-services-company-india/).
Writing for Your Audience, Not Search Engines
On your journey to creating high-quality, engaging content, remember that you are writing for your audience, not just for search engines. Understand your audience’s needs, pain points, and interests to deliver content that resonates with them. This approach will not only improve user experience but also boost your [website’s SEO](https://optimizeforseo.com/optimize-for-seo-website-service/) in the long run.
Crafting content for your audience involves knowing their preferences, interests, and problems to provide solutions that are valuable and engaging.
Using Visuals to Enhance Readability
Using visuals such as images, infographics, and videos can significantly enhance the readability of your content. Visuals break up large blocks of text, making the content more visually appealing and easier to consume. They also help to convey complex information in a more digestible format, keeping your audience engaged and on your site longer.
Enhance the visual appeal of your content by incorporating relevant images, graphics, and videos that complement your message and enhance the overall user experience.
## Tip 4: Use Internal and External Linking Strategically
The Importance of Internal Linking
One necessary aspect of creating SEO-friendly content is the strategic use of internal linking. Internal links help search engines understand the hierarchy and structure of your website, improving the overall user experience and making it easier for search engines to index your pages.
How to Use External Links Effectively
For effective external linking, ensure that you link to reputable sources that provide value to your content. External links to high-authority sites can help establish your website as a credible source of information, ultimately boosting your own site’s credibility in the eyes of search engines.
It’s also necessary to use anchor text that is relevant to the content you are linking to, as this helps search engines understand the context of the linked page.
Avoiding Over-Linking
Effectively utilizing links in your content also means avoiding over-linking. Too many links can confuse both readers and search engines, diluting the impact of each link. Make sure each link serves a specific purpose and adds value to your content.
To maintain a good link balance, it’s advisable to include only relevant links that enhance the user experience and provide additional valuable information.
## Tip 5: Optimize Your Content’s Technical Aspects
Optimizing Image File Names and Alt Tags
Optimizing your image file names and alt tags is crucial for SEO. Use descriptive filenames that include relevant keywords, and don’t forget to add alt text that accurately describes the image. This helps search engines understand your content better and can improve your overall rankings.
Using Header Tags (H1-H6) Correctly
Your headings structure is imperative for SEO. Ensure you use H1 tags for your main title and subsequent headings (H2-H6) for subsections to create a hierarchy. This not only helps search engines understand the structure of your content but also makes it easier for readers to navigate and comprehend the information.
Another critical aspect of using header tags correctly is to avoid stuffing keywords and instead focus on providing value and relevancy in your headings. This approach not only enhances the user experience but also signals to search engines the importance of the content on your page.
Mobile-Friendliness and Page Speed
On top of content optimization, ensure your site is mobile-friendly and loads quickly. Google prioritizes mobile-responsive sites and fast-loading pages, so optimizing for mobile and improving your page speed can significantly impact your SEO rankings. Make sure your site’s design is responsive, and reduce image sizes and eliminate unnecessary plugins to enhance loading times.
Names’Ensuring your site is technically optimized is just as important as creating high-quality content. By paying attention to image optimization, header tags, mobile-friendliness, and page speed, you can improve your site’s SEO performance and provide a better experience for your users. Do not forget, technical SEO is a crucial part of your overall SEO strategy, so don’t overlook these important aspects.
Additional SEO Content Best Practices
Keeping Your Content Fresh and Up-to-Date
Your audience craves new information, so regularly update your content to stay relevant. Any outdated information can harm your site’s credibility and rankings. Keep your finger on the pulse of industry trends and make sure to refresh your content to reflect the latest developments.
Using Social Media to Drive Traffic
On [social media](https://optimizeforseo.com/social-media-marketing-service-india/) platforms, you can reach a wider audience and direct them to your site. Social shares and engagement can boost your [SEO rankings](https://optimizeforseo.com/domain-name-factors-for-seo-rankings/). Take advantage of social media to promote your content and drive organic traffic to your site.
Social media platforms like Facebook, Twitter, and Instagram offer a great way to engage with your audience and share your content. By building a strong social media presence, you can increase brand awareness and drive more traffic to your site.
Repurposing Content for Maximum Reach
An effective [way to maximize](https://optimizeforseo.com/ways-to-maximize-ppc-performance/) your content’s reach is by repurposing it across different formats. By creating videos, infographics, or podcasts from your existing content, you can appeal to different audience preferences and attract more traffic. With the right strategy, repurposing content can help you increase your visibility and engagement.
With repurposed content, you can extend the lifespan of your original material and reach new audiences who prefer different formats. By transforming your content into various mediums, you can leverage its value and continue to drive traffic to your site in different ways.
To wrap up
From above, we’ve explored 5 key tips to help you create the best SEO content for your site. By conducting thorough keyword research, optimizing for user intent, writing high-quality content, focusing on readability, and leveraging multimedia, you can set your website up for success in search engine rankings. Remember to continuously monitor and adjust your strategy to stay ahead in the competitive world of SEO.
FAQ
Q: Why is SEO content important for my site?
A: SEO content is important because it helps your website rank higher in search engine results pages ([SERPs](https://serps.com/)), driving more organic traffic to your site. This can increase your visibility, credibility, and ultimately, your conversions.
Q: What are the key elements of creating SEO content?
A: The key elements of creating SEO content include keyword research, high-quality [Content writing](https://optimizeforseo.com/content-writing-service-in-india-usa-canada/), relevant and valuable information, proper formatting, and strategic use of headers, meta tags, and images.
Q: How can I improve my keyword research for SEO content?
A: To improve your keyword research, use tools like Google Keyword Planner, SEMrush, or Ahrefs to find relevant keywords with high search volumes and low competition. Focus on long-tail keywords and consider user intent.
Q: How important is high-quality writing for SEO content?
A: High-quality writing is vital for SEO content because it not only helps with user engagement but also influences search engine rankings. Make sure your content is well-written, error-free, and provides value to your readers.
Q: How can I measure the success of my SEO content?
A: You can measure the success of your SEO content by tracking metrics like [organic traffic](https://optimizeforseo.com/onpage-seo-factors-to-get-organic-traffic/), keyword rankings, conversion rates, bounce rates, and time on page. Use tools like Google Analytics and Google Search Console to monitor your progress and make data-driven decisions.
Blog Source :- [https://optimizeforseo.com/tips-to-create-best-seo-content-for-site/](https://optimizeforseo.com/tips-to-create-best-seo-content-for-site/) | optimizeforseo2 |
1,898,427 | The Importance of Communication Management in Business Success | Communication is the lifeblood of any business. Without effective communication, a business cannot... | 0 | 2024-06-24T05:53:40 | https://dev.to/nelson_business_ec042e67b/the-importance-of-communication-management-in-business-success-677 | community, business, school, openeducation | Communication is the lifeblood of any business. Without effective communication, a business cannot operate smoothly or achieve its goals. In today’s fast-paced and competitive world, the role of communication management in business success has become more crucial than ever. This blog will delve into the importance of communication management and how it can significantly impact a business’s growth and sustainability.
Understanding Communication Management :
Communication management involves planning, implementing, monitoring, and controlling communication channels within an organization. It ensures that information flows efficiently and effectively among all stakeholders, including employees, managers, customers, and suppliers. Good communication management creates a clear and open environment where everyone is on the same page, reducing misunderstandings and increasing productivity.
The Role of Communication in Business :
Building Strong Relationships: Effective communication is the foundation of strong relationships in the workplace. It helps build trust and mutual respect among employees and between management and staff. This trust fosters a positive work environment where employees feel valued and are more likely to be engaged and motivated.
Enhancing Team Collaboration: Communication management is vital for team collaboration. When team members communicate openly and frequently, they can share ideas, solve problems, and make decisions more efficiently. This collaboration leads to innovation and improved performance.
Improving Customer Relations: For any business, customer satisfaction is paramount. Clear and effective communication with customers helps in understanding their needs and expectations. It also allows businesses to provide timely and accurate information, which can enhance customer trust and loyalty.
Facilitating Change Management: In the dynamic business environment, change is inevitable. Effective communication is critical during times of change to ensure that all stakeholders are informed and onboard. It helps in managing resistance and facilitates a smoother transition.
Crisis Management: During a crisis, effective communication management is essential. It helps in disseminating accurate information quickly, managing stakeholders’ expectations, and mitigating the impact of the crisis. Poor communication during a crisis can lead to misinformation, panic, and further complications.
Key Elements of Communication Management :
Clear Objectives: The first step in effective communication management is setting clear objectives. What is the purpose of the communication? Who is the target audience? What is the desired outcome? Answering these questions helps in crafting a clear and concise message.
Choosing the Right Channels: Different messages require different channels. For instance, an urgent update might be best communicated via email or instant messaging, while a detailed project plan might be better shared in a meeting. Understanding the strengths and limitations of various communication channels is crucial.
Consistent Messaging: Consistency in messaging helps in avoiding confusion and ensuring that everyone receives the same information. It is important to ensure that the message is aligned with the organization’s values and objectives.
Feedback Mechanisms: Communication is a two-way process. Providing avenues for feedback ensures that the message has been understood correctly and allows for continuous improvement. It also shows that the organization values the input of its stakeholders.
Monitoring and Evaluation: Regularly monitoring and evaluating the effectiveness of communication strategies helps in identifying areas for improvement. It also ensures that the communication objectives are being met.
Strategies for Effective Communication Management :
Develop a Communication Plan: A comprehensive communication plan outlines the communication objectives, target audience, key messages, channels, and evaluation methods. It serves as a roadmap for all communication activities within the organization.
Leverage Technology: Technology has revolutionized communication in the business world. Tools like email, instant messaging, video conferencing, and project management software can enhance communication efficiency and effectiveness. Businesses should leverage these tools to streamline their communication processes.
Training and Development: Investing in communication training for employees can significantly improve communication skills within the organization. This training can cover various aspects such as effective listening, clear writing, and public speaking.
Foster an Open Communication Culture: Encouraging an open communication culture where employees feel comfortable sharing their ideas and concerns can lead to better problem-solving and innovation. Management should lead by example and create an environment of transparency and trust.
Adapt to Cultural Differences: In a globalized business environment, understanding and adapting to cultural differences in communication is crucial. Businesses should be aware of cultural nuances and ensure that their communication strategies are inclusive and respectful.
Case Studies of Successful Communication Management :
Tata Group: Tata Group, one of India’s largest conglomerates, is known for its effective communication management. The company has a robust communication plan that ensures clear and consistent messaging across all its businesses. Regular town halls, newsletters, and intranet portals are used to keep employees informed and engaged. Tata’s emphasis on open communication has helped in building a strong organizational culture and employee loyalty.
Infosys: Infosys, a global leader in consulting and IT services, has a well-defined communication strategy that focuses on transparency and employee engagement. The company uses various channels such as emails, webinars, and social media to communicate with its employees and stakeholders. Infosys also places a strong emphasis on feedback, regularly conducting surveys and town halls to gather employee input and make informed decisions.
Reliance Industries: Reliance Industries, a major player in the Indian business landscape, has successfully leveraged technology to enhance its communication management. The company uses advanced digital tools to ensure real-time communication across its vast network of employees and stakeholders. Reliance’s focus on clear and timely communication has played a significant role in its rapid growth and success.
Challenges in Communication Management :
Information Overload: With the proliferation of communication channels, there is a risk of information overload. Too much information can lead to confusion and reduce the effectiveness of communication. Businesses need to strike a balance and ensure that communication is concise and relevant.
Cultural Barriers: In a diverse workplace, cultural differences can pose a challenge to effective communication. Misunderstandings and misinterpretations can arise if cultural nuances are not considered. Businesses must foster cultural awareness and sensitivity in their communication strategies.
Technological Challenges: While technology offers numerous benefits, it also presents challenges such as technical glitches, cybersecurity risks, and the need for continuous updates. Businesses must stay abreast of technological advancements and address these challenges proactively.
Resistance to Change: Employees may resist new communication tools or strategies, especially if they are accustomed to traditional methods. Effective change management and training can help in overcoming this resistance and ensuring a smooth transition.
Conclusion :
In conclusion, communication management is a critical component of business success. It plays a vital role in building strong relationships, enhancing team collaboration, improving customer relations, facilitating change, and managing crises. By implementing effective communication strategies, [businesses](https://nbs.org.in/communication-management/) can create a transparent, inclusive, and productive work | nelson_business_ec042e67b |
1,898,426 | Revolutionizing Craftsmanship: The Power of Jewelry 3D Printers | Jewelry Printer.png Revolutionizing Craftsmanship The Power of Jewelry 3D Printers Jewelry making... | 0 | 2024-06-24T05:51:51 | https://dev.to/lomabs_dkopijd_5670d401d2/revolutionizing-craftsmanship-the-power-of-jewelry-3d-printers-3ja0 | Jewelry Printer.png
Revolutionizing Craftsmanship The Power of Jewelry 3D Printers
Jewelry making has been a traditional form of craftsmanship for centuries
However with the advancement of technology the jewelry making industry has undergone a massive transformation with the introduction of 3D printing
Advantages of 3D Printing
3D printing technology has brought about a new era for jewelry making granting craftsmen the ability to create intricate and detailed jewelry pieces that would have been impossible in traditional jewelry making methods
3D printing offers tremendous advantages such as accuracy precision flexibility and cost-effectiveness
Innovation of 3D Printing
Compared to traditional jewelry-making methods that Products utilized wax molds to cast metal jewelry 3D printing is far more efficient
With 3D printing Jewelers now have the ability to produce intricate designs and multiple detailed prototypes in a shorter time
This has revolutionized the jewelry industry by making previously impossible shapes or designs now a reality
Safety with 3D Printing
Jewelers also benefit from improved safety when working with 3D printing technology
Unlike traditional hand-crafted techniques 3D printing eliminates most human error and cases of dangerous molten materials
This makes the entire production process safer for jewelry makers
The Use of 3D Printing
Jewelry 3D printing comes in three forms - binder jetting direct energy deposition and material extrusion
Binder Jetting uses powder and binder to create 3D prints; Direct Energy Deposition uses lasers or electron beams to melt the material and create the 3D Jewelry while Material Extrusion uses a nozzle to deposit the printing material typically plastic into the shape of the desired jewelry design
How to Use 3D Printing
To use 3D printing for jewelry production you need a Jewelry 3d Printer the necessary printing materials and a 3D printing design file
Designing a Dental 3d Printer template requires knowledge of computer-aided design or drawing
You will need to create a 3D model of your preferred jewelry design using computer design software or by scanning the desired design into your computer software
Service Quality
Jewelry 3D printing offers impressive quality for craftsmen of all levels
The technology provides high-resolution printing and allows jewelers to create complex geometry small details and intricate designs
Additionally it gives jewelry makers greater control over the final quality and ensures a level of precision and consistency that is hard to achieve with traditional jewelry making methods
Application of 3D Printing in the Jewelry industry
3D printing in the jewelry industry has many applications
It can be used to create prototypes of designs before going into full production making changes or adjustments early in the production process
3D printing can also be used for customization repair and replacement of jewelry
Clients can customize their jewelry pieces with various forms sizes and designs giving jewelry designers an infinite level of possibility
| lomabs_dkopijd_5670d401d2 | |
1,898,425 | JavaScript Ninja Tricks: Mastering the Art of Shortcuts | Hey there, fellow JavaScript enthusiasts! Whether you're a seasoned developer or just starting out,... | 0 | 2024-06-24T05:49:39 | https://dev.to/ayushh/javascript-ninja-tricks-mastering-the-art-of-shortcuts-7d2 | javascript, webdev, beginners, programming | Hey there, fellow `JavaScript enthusiasts`!
Whether you're a seasoned developer or just starting out, JavaScript is full of hidden gems and clever shortcuts that can make your code more elegant and efficient. In this blog, we'll dive into some of the latest and most useful tricks to level up your JavaScript skills. Let's get started with a few quick tips:
`1. Array Destructuring in Function Parameters`
> Destructuring in JavaScript isn't just for arrays and objects anymore. You can use it directly in function parameters to extract values from arrays passed as arguments:
```
// Instead of
function foo(arr) {
const [first, second, third] = arr;
console.log(first, second, third);
}
// You can write
function foo([first, second, third]) {
console.log(first, second, third);
}
foo([1, 2, 3]); // Output: 1 2 3
```
`2. Optional Chaining (?.)
`
> Dealing with nested objects and null checks can be cumbersome. Optional chaining allows you to safely access deeply nested properties without causing an error if a property doesn't exist:
```
const user = {
id: 1,
name: 'Alice',
address: {
city: 'Wonderland',
postalCode: '12345'
}
};
// Instead of
const city = user.address ? user.address.city : 'Unknown';
// You can use
const city = user.address?.city ?? 'Unknown';
console.log(city); // Output: Wonderland
```
`3. Nullish Coalescing Operator (??)
`
> The nullish coalescing operator provides a convenient way to fallback to a default value only when a variable is null or undefined, but not for other falsy values like '' or 0:
```
const username = null;
const defaultUsername = 'Guest';
// Instead of
const finalUsername = username !== null && username !== undefined ? username : defaultUsername;
// You can write
const finalUsername = username ?? defaultUsername;
console.log(finalUsername); // Output: Guest
```
`4. Template Literals for String Interpolation
`
> Template literals (${}) are great for string interpolation, allowing you to embed expressions directly inside strings:
```
const name = 'John';
const age = 30;
// Instead of
console.log('My name is ' + name + ' and I am ' + age + ' years old.');
// You can use
console.log(`My name is ${name} and I am ${age} years old.`);
```
`5. Rest Parameter Syntax (...)
`
> The rest parameter syntax (...) allows you to represent an indefinite number of arguments as an array. It's particularly useful for functions that can accept a variable number of arguments:
```
function sum(...numbers) {
return numbers.reduce((acc, num) => acc + num, 0);
}
console.log(sum(1, 2, 3, 4)); // Output: 10
```
Thanks :) | ayushh |
1,898,424 | Achieving Precision and Consistency with Polished Stainless Steel Sheet in Manufacturing | screenshot-1708797849772.png Achieving Precision and Consistency with Polished Stainless Steel Sheet... | 0 | 2024-06-24T05:49:13 | https://dev.to/lomabs_dkopijd_5670d401d2/achieving-precision-and-consistency-with-polished-stainless-steel-sheet-in-manufacturing-3c6j | screenshot-1708797849772.png
Achieving Precision and Consistency with Polished Stainless Steel Sheet in Manufacturing
Manufacturing is a complex and challenging process that requires precision and consistency to create quality products. One crucial aspect of manufacturing is the use of polished stainless steel sheets. These sheets have a smooth and shiny surface that makes them ideal for various applications.
Advantages of Polished Stainless Sheet in Manufacturing
Polished steel which is ss rod have a few benefits over other materials. First, they are typically durable and able to withstand surroundings being harsh corroding. This home means they truly are ideal for used in production plants built to use chemical substances and substances being corrosive.
Second, polished metal which is stainless steel rod are really simple to clean and continue maintaining. Their surface which is smooth prevents accumulation of dust and grime, making them an easy task to clean and continue maintaining.
3rd, polished metal which is stainless are aesthetically pleasing. They offer a shiny and appear which is modern improves the appearance of every item. Finally, polished steel which is stainless are economical. They often have lifespan which is long need minimal maintenance, reducing the whole cost of production.
Innovation in Polished Metal Sheet
As time passes, there has been innovation which is significant the manufacturing of polished stainless sheets. Today, manufacturers use advanced technologies, such as for instance electroplating and passivation, to enhance the merchandise quality and durability of the sheets.
Electroplating involves the deposition of a slim layer of metal in the polished metal which is stainless to boost its corrosion opposition properties. Passivation, in the other hand, calls for the utilization of an solution which is acid-based expel impurities and make a protective film at the top through the sheet.
These innovations have actually improved the quality and durability of polished steel which is stainless, making them far more useful in production.
Security in Polished Metal Sheet
Polished metal which is stainless are safe to be used in production. They are typically non-toxic plus don't create harmful gases or substances whenever subjected to temperatures which can be high. Furthermore, they've an fire which is great score, making them perfect for use with in production plants that pose a fire hazard risk. Use of Polished Metal Sheet
Polished steel which is stainless have actually a selection of uses in manufacturing. They are commonly used to manufacture gear, machinery, and devices that want a smooth and area which is shiny. These include devices, medical services and products, automotive elements, and construction materials.
Simple suggestions to make use of Polished Metal Sheet
Utilizing polished steel which is stainless isn't hard. These stainless steel metal rod are cut into the size that's needed is type having a laser or saw cutter. They truly are then joined or welded fasteners that are together using create the desired product.
Provider and Quality of Polished Stainless Steel Sheet
Top-notch polished steel which is stainless are necessary for attaining precision and persistence in production. Organizations offering these sheets must provide excellent customer support and quality services and products in order to make customer care that's certain.
Application of Polished Metal Sheet
Polished steel which is stainless are utilized in a lot of manufacturing organizations, including medical, automotive, construction, and devices for the kitchen.
Conclusion
Polished stainless steel sheets are essential for achieving precision and consistency in manufacturing. Their durability, easy maintenance, and aesthetic appeal make them an ideal choice for many industries. With innovative manufacturing techniques and advanced technology, these sheets have become versatile and reliable, making them a valuable asset to any manufacturing company.
| lomabs_dkopijd_5670d401d2 | |
1,898,423 | Bitbucket vs GitHub: What’s the Difference Between Both? | There’s no denying that version control systems are really important to prevent chaos when different... | 0 | 2024-06-24T05:47:21 | https://medium.com/@shariq.ahmed525/bitbucket-vs-github-28c09bb57646 | github, bitbucket, version | There’s no denying that version control systems are really important to prevent chaos when different developers are working in a team. This is because they help manage and track changes that are present in the code.
Out of all version control systems, GitHub and BitBucket are the two really helpful and famous. However, the audiences of both version control systems are different. Why is that? Well, that’s because there is a stark difference between the two. Let’s see those differences one by one.
**Development**
BitBucket is the creation of Jesper Noeher. It was released in 2008. GitHub was also released in 2008. But it was developed by four developers, Chris Wanstrath, Tom Preston-Werner, P. J. Hyett, and Scott Chacon.
**Version Control**
GitHub uses Git. BitBucket, on the other hand, supports distributed version control.
**Free Package**
The free package of BitBucket has the following features:
- 5 users
- 50 minutes in one month
- 1,000 build minutes
- 10 deployment environments
Some of the features of GitHub that are available to free users include:
- Unlimited public or private repositories
- Community support
- Storage of 500MB
- Automatic security and version updates
- Companies that Use Them
As per StackShare, more than 18,667 companies use BitBucket. Some of the companies that use BitBucket include Atlassian, Evandro Magalhães, and Odoo. Contrarily, GitHub is used by companies like IBM, Royal Bank of Canada, and Ford Motor Company.
**Pros**
GitHub provides a lot of minutes in its free plan. Additionally, you can paste images, close issues, link to the code, use command lines, and easily manage files.
On the other hand, in BitBucket, you can use different tools like Jira, Crucible, and Bamboo. There are a lot of built-in tools. For instance, wiki, issue tracker, etc. Moreover, it’s way more flexible than GitHub. It can import from Git, CodePlex, Google Code, etc. Its semantic search is also better. It can crawl your syntax and find definitions. Its Jira and Trello integration is also the best!
**Cons**
But the problem with GitHub is that it has a steep learning curve. This means that there are some concepts that will be really difficult for people to grasp. At times, it may be a hassle to learn all the concepts. What’s more, is that the privacy of some accounts is limited. This means that everyone can see your code. This can be dangerous if you want to keep your code confidential. Moreover, GitHub is dependent on an internet connection. This means that if the internet is down, then you might face some access issues.
There are also some times when developers complain about performance issues when they are dealing with large repositories. There aren’t simple PR management tools in BitBucket. The repositories that are private are only free for just 1 to 5 members. Want to add new members? You need to pay! Users also face search-related problems while searching for a file. At times, the process is elongated because the users have to find it locally. That’s why for some, BitBucket is not a user-friendly interface.
**Who Should Use GitHub and BitBucket?**
BitBucket should be your preferred choice if you need only a small number of users in a single project and multiple private projects. It will be cheaper for you this way. For larger teams where multiple users are collaborating, GitHub is better.
| shariqahmed525 |
1,898,422 | Plate Bending Machines: Exploring the Backbone of Metal Fabrication | Plate Bending Machines make metal pieces that might be flat into different types. The products are... | 0 | 2024-06-24T05:44:31 | https://dev.to/lomabs_dkopijd_5670d401d2/plate-bending-machines-exploring-the-backbone-of-metal-fabrication-3ccn | Plate Bending Machines make metal pieces that might be flat into different types. The products are specifically necessary for metal factories. A great level of metal products and services won't ever usually take place with no unit
Plate Bending Machines would be the backbone of metal fabrication, providing advantages that are many innovations. They are useful to steel flex is flat into many types, in line with the desired result. The system perform an component this is actually extremely metal very important, to help you create metal significantly diffent and solutions
Advantages:
Plate Bending Machines offer many advantages over traditional metal fabrication methods. They are typically fast and efficient, allowing metal factories to create products in a faster time. They could be additionally accurate, ensuring each metal piece is bent to your degree famous is proper. Moreover, they allow more designs being complex expanding the item selection of goods that may be manufactured
Innovation:
Today the Plate Bending Machines of came an technique simple is quite very long their predecessors. The machine are actually computer-controlled, causing the simple for sustained control and precision. Laser technology could be included towards the manufacturing procedure, making it possible for more designs that may be intricate. These innovations are making Plate Bending Machines a whole lot more versatile, enabling the growth of more metal this really is really complex
Protection:
Security is really a problem this can be Plate most certainly top Bending is making usage of devices. These products come beautifully made with various protection features, including sensors that will recognize each and every time a worker is only too close and alter the bending brake for sale product down. Moreover, workers need to wear gear this will be really protective gloves and goggles, to eliminate harm
Use:
Plate Bending Machines can be used in lots that's true of. They may be current in metal fabrication factories, additionally when you look at the development of vessels, aircraft, also automobiles. The bending roll device are accustomed to produce a number of products, from big metal structures to elements that can be little
How exactly to make use of:
A metal sheet is positioned with regards to the unit's rollers to use a Plate Bending machine. The rollers then fold the metal sheet to your desired type. The machine is handled buttons that bending roll machine are using various levers, allowing the operator to alter the quantity total of. Security precautions must certainly be followed at fine times while operating the unit
Service:
Maintaining a Plate Bending Machine is a must to ensuring its durability and effectiveness. Regular cleansing and requirements which are be performed to upkeep keep consistently the gear running well. Additionally it is crucial to genuinely have this product serviced in the form of a professional if any pressing issues arise
Quality:
Plate Bending Machines are notable for producing metal it is really top-quality. Whenever used correctly, the device make sure each metal piece is bent to the appropriate degree, causing a frequent, top-quality product. Additionally, the accuracy made made available from the device allows precision in complex designs, causing a understood degree more impressive variety of quality
Applications:
Plate Bending Machines can be utilized in a real quantity this is really wide of. They truly are typically found in the creation of metal structures bridges and structures. Also, the machine might be properly used inside the development of assorted products which are commercial for instance HVAC systems and distribution containers. Additionally, they are typically located in the rise of smaller metal elements, brackets and hinges | lomabs_dkopijd_5670d401d2 | |
1,898,421 | Unlock Your Problem-Solving Superpowers with Algorithm Tutorials! 🚀 | Learn fundamental algorithms and data structures, focusing on problem-solving techniques and efficiency. | 27,801 | 2024-06-24T05:42:43 | https://getvm.io/tutorials/algorithm-tutorials | getvm, programming, freetutorial, technicaltutorials |
Hey there, fellow tech enthusiasts! 👋 Are you tired of feeling like a puzzle-solving novice when it comes to algorithms and data structures? Well, have I got the perfect resource for you!
Introducing the **Algorithm Tutorials** from [LabEx.io](https://labex.io/tutorials/category/algorithm) - a comprehensive, hands-on learning experience that will transform you into a problem-solving superhero! 🦸♂️
## What's in Store?
This course is a treasure trove of knowledge, covering the fundamental algorithms and data structures that are the backbone of computer science. You'll dive deep into topics like:
- Efficient algorithm design using Python 🐍
- Sorting, searching, and graph traversal techniques 🔍
- Solving real-world problems with your newfound skills 🤖
And the best part? The lessons are designed to be engaging and practical, so you'll be able to apply what you learn to your own projects and challenges. 💻
## Why You Need This Course
Whether you're a budding programmer, a seasoned software engineer, or simply someone who loves a good brain teaser, the Algorithm Tutorials have something for you. 🧠 By mastering these core concepts, you'll gain a superpower that will set you apart from the crowd:
- Sharpen your problem-solving skills to tackle even the toughest coding challenges 🔍
- Unlock new levels of efficiency and optimization in your code 🚀
- Lay a solid foundation for further study in computer science and software engineering 🎓
So what are you waiting for? Head over to [LabEx.io](https://labex.io/tutorials/category/algorithm) and dive into the world of algorithms today! 🌟 Your future self will thank you for it.
## Supercharge Your Algorithm Learning with GetVM's Playground! 🚀
Eager to put your newfound algorithm knowledge into practice? Look no further than the [GetVM Playground](https://getvm.io/tutorials/algorithm-tutorials)! This powerful online coding environment is the perfect complement to the Algorithm Tutorials, allowing you to dive right in and start solving problems hands-on.
With the GetVM Playground, you can write, test, and debug your code in real-time, without the hassle of setting up a local development environment. 💻 The intuitive interface and instant feedback make it a breeze to experiment with different algorithmic techniques and see the results instantly.
But the real magic happens when you combine the comprehensive theory from the Algorithm Tutorials with the practical application of the GetVM Playground. 🎉 This dynamic duo will help you cement your understanding, sharpen your problem-solving skills, and prepare you to tackle even the most complex coding challenges.
So why wait? Head over to the [GetVM Playground](https://getvm.io/tutorials/algorithm-tutorials) and start putting your algorithm superpowers to the test! 💪 With this powerful tool at your fingertips, the possibilities are endless.
---
## Practice Now!
- 🔗 Visit [Algorithm Tutorials](https://labex.io/tutorials/category/algorithm) original website
- 🚀 Practice [Algorithm Tutorials](https://getvm.io/tutorials/algorithm-tutorials) on GetVM
- 📖 Explore More [Free Resources on GetVM](https://getvm.io/explore)
Join our [Discord](https://discord.gg/XxKAAFWVNu) or tweet us [@GetVM](https://x.com/getvmio) ! 😄 | getvm |
1,898,420 | Boosting Delhi's Digital Economy: The Impact of Internet Exchanges | Delhi, a bustling metropolis and the heart of India, is fast becoming a crucial node in the... | 0 | 2024-06-24T05:42:28 | https://dev.to/decix/boosting-delhis-digital-economy-the-impact-of-internet-exchanges-cj3 | routeserverpeeringindia, internetexchangepointsindelhi |

Delhi, a bustling metropolis and the heart of India, is fast becoming a crucial node in the country’s digital ecosystem. The city’s burgeoning digital economy owes much of its progress to implementing Internet Exchange Points (IXPs) strategically. These IXPs are pivotal in enhancing internet connectivity, optimizing traffic management, and fostering economic growth. The transformation led by these digital infrastructures is proving to be a game-changer for Delhi’s internet landscape.
**Understanding Internet Exchanges and Their Importance**
An Internet Exchange Point (IXP) is a physical infrastructure through which Internet Service Providers (ISPs) and Content Delivery Networsks (CDNs) exchange Internet traffic between their networks. The primary goal of an IXP is to reduce the distance that data has to travel, reduce latency, and improve the speed and efficiency of data transmission. In Delhi, robust IXPs have significantly enhanced the region's internet performance.
**Enhancing Connectivity through Peering**
Peering is a process by which two or more ISPs directly connect and exchange traffic without involving a third party. This direct exchange is facilitated by **[route server peering India](https://www.de-cix.in/peering-services/)**, which helps manage the traffic more efficiently. Peering has become increasingly popular among ISPs in Delhi, improving internet speeds and reliability. By bypassing intermediaries, ISPs can offer better services to their users, thereby boosting user satisfaction and driving the digital economy forward.
**Economic Implications of Improved Internet Infrastructure**
The economic impact of improved internet infrastructure through IXPs and peering is profound. According to industry reports, efficient internet traffic management can lead to significant cost savings for ISPs, which can be passed on to consumers through lower prices. Additionally, businesses benefit from faster and more reliable internet services, crucial for operations in today’s digital age. This, in turn, fosters a more conducive environment for innovation and entrepreneurship in Delhi.
The increased efficiency and reduced latency also encourage international businesses to invest in Delhi’s digital economy, knowing that the city’s internet infrastructure can support high-demand operations. The cascading effect of such investments further stimulates job creation and economic growth in the region.
**Challenges and the Way Forward**
Despite the evident benefits, some challenges need addressing to maximize the potential of IXPs in Delhi. One significant challenge is ensuring equitable access to peering for all ISPs, regardless of size. Smaller ISPs often need help to compete with larger counterparts due to the high costs of setting up peering arrangements. There is a need for regulatory frameworks that promote fair competition and support the growth of smaller ISPs.
Moreover, continuous investment in upgrading and expanding IXPs is crucial. As internet usage grows, so does the demand for more robust and scalable infrastructure. Collaborative efforts between government bodies, private sector stakeholders, and international partners are essential to sustain this growth trajectory. The strategic deployment of **[Internet Exchange Points](https://www.de-cix.in/de-cix-delhi/)** in Delhi reshapes the city’s digital economy. Through efficient and robust route server peering, Delhi is witnessing improved internet connectivity, which is vital for economic growth and digital transformation. Addressing the challenges of equitable access and continuous investment will further bolster Delhi’s position as a leading digital hub in India. The future looks promising as Delhi leverages its enhanced internet infrastructure to drive innovation, attract investment, and foster economic development. | decix |
1,898,419 | Critical Skills for Python Developers in 2024 | Python's popularity stems from its simplicity and versatility, but excelling as a developer requires... | 0 | 2024-06-24T05:40:45 | https://dev.to/twinkle123/critical-skills-for-python-developers-in-2024-5cc8 | python, devops, learning, development | Python's popularity stems from its simplicity and versatility, but excelling as a developer requires a diverse skill set. Here are the key competencies Python developers should master:
Machine Learning and AI Proficiency
Understanding machine learning and AI is crucial. Familiarity with libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization, and Scikit-learn, TensorFlow, or PyTorch for machine learning and deep learning, is essential.
Version Control Expertise
Proficiency in version control, particularly Git, is fundamental for managing code changes and collaborating. Knowledge of platforms like GitHub and GitLab, and CI/CD workflows, ensures efficient project management.
Mastery of Python Libraries
In-depth knowledge of Python libraries tailored to specific fields boosts productivity. For web development, libraries like Beautiful Soup, Flask, or Django are vital. For data analysis, mastering NumPy, Pandas, Matplotlib, and Seaborn is crucial.
Strong Communication Skills
Effective communication aids in discussing technical details, understanding project requirements, and collaborating within a team, enhancing overall project efficiency.
Analytical and Problem-Solving Skills
Strong analytical skills are necessary for tackling complex problems, designing algorithms, and manipulating data effectively. Good problem-solving abilities enable quick debugging and code optimization.
Object-Oriented Programming
A solid grasp of OOP principles is essential for writing clean, maintainable code. Skills in defining classes, managing objects, and encapsulating functionalities contribute to building scalable applications.
Expertise in Python Frameworks
Mastery of frameworks like Django, Flask, FastAPI, Pyramid, TensorFlow, and Scikit-learn significantly boosts development efficiency, catering to web development, high-performance APIs, and data science.
Core Python Proficiency
A strong command of core Python concepts, including built-in data types, OOP paradigms, functional programming, and meta-programming, is essential for efficient coding.
API Development and Integration
Proficiency in API development, including making requests, analyzing responses, and understanding HTTP protocols, is necessary. Knowledge of handling JSON and XML formats and authentication mechanisms like OAuth is crucial.
Conclusion
A successful Python developer blends technical expertise with strong communication and problem-solving skills. Mastering core Python development, staying updated with frameworks, and continuously honing these skills are key to thriving in this dynamic field.
| twinkle123 |
1,898,418 | Crafting the Perfect Perfume Glass Bottle: Elegance and Functionality Combined | black bottle of perfume.jpg Crafting the perfect Perfume Glass Bottle: Elegance and Functionality... | 0 | 2024-06-24T05:37:55 | https://dev.to/komandh_ropokd_6608608784/crafting-the-perfect-perfume-glass-bottle-elegance-and-functionality-combined-3fn1 | perfume | black bottle of perfume.jpg
Crafting the perfect Perfume Glass Bottle: Elegance and Functionality Combined
Perfumes are wonderful scents that we use to boost our natural fragrance. They appear in different sizes, colors, and fragrances, but one thing is typical among all Perfume Glass Bottle. The glass container is the place where a perfume lives and how it is presented to your world. Therefore, it is extremely vital that you create the Perfume Glass Bottle is not just elegant, but in addition functional
Advantages of a Perfume Glass Bottle
The Perfume Glass Bottle has many benefits. First, the 1 oz perfume bottle is protected by it from light, heat, and air, which could cause the perfume to deteriorate and lose its fragrance. Second, it prevents spills and leakages, which could end up in accidents and messes. Third, it enables the user to use the perfume with ease and accuracy, allowing for the amount is ideal of to be dispensed each time. Finally, it can be a ongoing thing of beauty that represents the perfume inside, as well as the brand that creates it
Innovation in Perfume Glass Bottle Design
The design of the perfume glass bottle has developed over time as designers strive to create new and designs that are innovative. The beautiful perfume bottles has come a lengthy way from simple cylindrical containers to ornate structures with intricate designs. Today, many designers are experimenting with various forms, sizes, colors, and materials to produce unique and perfume is exciting bottles that capture the essence of the scent they hold
Safety of a Perfume Glass Bottle
Safety is really a critical consideration when crafting the perfume glass bottle is perfect. The glass used must be durable and tough to withstand wear and tear, in addition to accidental drops. The cap must be secure and airtight to avoid leaks and spills, that could lead to accidents and injuries. Additionally, the cup bottle should be designed in such a genuine way that it is straightforward to put up and make use of, especially for many with physical limitations
Using a Perfume Glass Bottle
Employing a perfume glass bottle is easy. Simply take away the limit and apply the perfume to the skin. The application is ideal are the wrists, behind the ears, together with throat. Avoid rubbing the perfume on your skin because the fragrance could be damaged because of it molecules and alter the scent. Instead, allow the perfume settle in your skin for a minutes that are few proceeding with your daily routine
Quality of a Perfume Glass Bottle
When crafting the Perfume Glass Bottle, quality is of utmost value. The glass used should be of high quality and free from defects. The limit must be durable and sturdy, and also the design must be great looking and functional. The process is crafting be rigorous and thorough, ensuring that each bottle is as much as the brand's high criteria
Application of a Perfume Glass Bottle
A Perfume Glass Bottle is more than simply a container for a fragrance; it is a component of the perfume experience is entire. The design, quality, and innovation of the bottle all play a role is essential this product's success. The perfect black diffuser bottle maybe not just showcases the fragrance within but additionally adds value to your overall product and reinforces the brand name's image and values by combining elegance and functionality.
| komandh_ropokd_6608608784 |
1,898,417 | Lux Line Attire | Lux Line Attire Shirts We’re the experts in making custom shirts just for guys. We’ve got the... | 0 | 2024-06-24T05:37:45 | https://dev.to/luxline_shirts_0879e47921/lux-line-attire-4b6g | mensfashion, bespokeshirts, mendressshirts, custommadeshirts | Lux Line Attire Shirts
We’re the experts in making custom shirts just for guys. We’ve got the skills, the best fabrics, talented designers, and more than 110,000 happy customers who can vouch for us. We’ve been doing this for over ten years, and we’re really proud of our work. Our secret to success? We’re super focused on making the best custom shirts for men, and we’re dedicated to it.
Our shirts are made just for you, with all the measurements taken by experts and tailored to fit you perfectly.
Read More: [Custom made shirts](https://luxlineattire.com)
| luxline_shirts_0879e47921 |
1,898,402 | Simple chatbot to improve Happiness | This is a submission for Twilio Challenge v24.06.12 What I Built The idea about this... | 0 | 2024-06-24T05:34:19 | https://dev.to/agkosd/simple-chatbot-to-improve-happiness-2e2n | devchallenge, twiliochallenge, ai, twilio | *This is a submission for [Twilio Challenge v24.06.12](https://dev.to/challenges/twilio)*
## What I Built
<!-- Share an overview about your project. -->
The idea about this project is very simple. Its an attempt to boost positivity as people are more and more stressed in their daily lives. Simple things such as viewing images of nature(or actually going out for a walk in sunlight), pets, reading positive quotes etc. can provide quick mood improvements(ref).
This whatsapp chatbot would basically send you images of cute dogs and daily stoic quotes and refer you with additional details on how to get more help if possible.
Github: https://github.com/agkosd/twilio
## Demo
<!-- Share a link to your app and include some screenshots here. -->
### Scenario 1
{% embed https://youtube.com/shorts/90yLvzwxUYc?feature=share %}
This video shows a scenario where in you are feeling perfectly fine and would keep on recieving daily stoic quotes. For the purpose of recording this video the cron job was set to run every second.
### Scenario 2
{% embed https://youtu.be/M2CmgGa_7aA %}
This shows the entire flow of the application from the start to the time you recieve a message.
## Twilio and AI
<!-- Tell us how you leveraged Twilio’s capabilities with AI -->
I have used whatsapp and sms messaging channels alongwith google gemini.
The way it works is we start by sending a hello to a twilio chatbot on whatsapp. Which would then trigger a simple decision tree and would show you random generated pics of dogs as well as send you daily stoic quotes based on where you are within the decision tree. If you feel that repeatedly watching images of animals are not helpful we would send you a message(sms) with the relevant details on where and how you can avail help to keep things discreet as you could be in a setting where in you might have to open your phone in public and are a bit concerned about your privacy(mental health stigma).
## Additional Prize Categories
Twilio Times Two: Contains usage of twilio messaging channels like sms and whatsapp(webhook too) alongwith twiML.
Impactful Innovators: Helps boost positivity in daily life and provides additional resources if required.
Entertaining Endeavors: CUTE DOG IMAGES!!!
<!-- Does your submission qualify for any additional prize categories (Twilio Times Two, Impactful Innovators, Entertaining Endeavors)? Please list all that apply. -->
<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->
<!-- Don't forget to add a cover image (if you want). -->
<!-- Thanks for participating! → | agkosd |
1,897,577 | Xpenser - AI Expense Manger using Twilio & Gemini AI with WhatsApp Integration | This is a submission for the Twilio Challenge What I Built Xpenser is not just a simple... | 0 | 2024-06-24T05:31:19 | https://dev.to/thegeekyamit/xpenser-ai-expense-manger-using-twilio-gemini-ai-with-whatsapp-integration-2mk0 | devchallenge, twiliochallenge, ai, twilio | *This is a submission for the [Twilio Challenge ](https://dev.to/challenges/twilio)*
## What I Built
**Xpenser** is not just a simple expense manager. It is an advanced expense management tool designed to simplify logging and analyzing your spending habits. With robust features, including seamless **WhatsApp integration** powered by **Twilio**, Xpenser stands out as a unique solution for personal finance management.
## Demo
Checkout the Demo on YouTube at:
{% embed https://youtu.be/r4B9uW-3aeQ %}
Experience Xpenser live [https://xpenser.amitwani.dev](https://xpenser.amitwani.dev).
Explore the project on GitHub: {% embed https://github.com/mtwn105/xpenser-whatsapp-bot %}
To test the WhatsApp integration, join the Twilio Sandbox WhatsApp Number: [+14155238886](https://wa.me/+14155238886) by sending **`join per-mud`**
### Workflow
### User Registration
Users register on the web portal, verifying their phone numbers via OTP (Powered by Twilio Verify).


### Dashboard
The dashboard offers detailed analytics, including **AI-driven insights**, **category-wise distribution**, and **average spending**.

### Expenses
Users can easily **add**, **manage**, and **delete** expenses. The **AI** automatically categorizes expenses upon saving.


### WhatsApp Integration
Join the Twilio Sandbox WhatsApp Number: [+14155238886](https://wa.me/+14155238886) by sending **`join per-mud`**

Log new expenses effortlessly via WhatsApp. The **AI** interprets user messages to gather details for saving the expense.

Request insights on spending, such as top categories or average spending. The AI provides answers based on the last 100 expenses.

## Tech Stack
**Backend:** NodeJS, Express
**Frontend:** Angular, Typescript
**Database:** MongoDB
**Deployment:** Docker, Northflank
**AI:** Gemini 1.5 Flash
**Twilio:** Verify, Functions, WhatsApp
### Architecture
### WhatsApp Integration

### Portal

## Twilio and AI
### Twilio
Xpenser leverages three Twilio services: **Verify**, **Functions** and **WhatsApp Messaging**
**Verify**
Twilio's Verify service sends OTPs for user authentication.
**Send OTP**
```typescript
const verification = await client.verify.v2.services(otpServiceId)
.verifications
.create({ to: req.body.phonenumber, channel: 'sms' });
```
**Verify OTP**
```typescript
const verification = await client.verify.v2.services(otpServiceId)
.verificationChecks
.create({ to: req.body.phonenumber, code: req.body.code })
```
**Functions**
Twilio Functions handles incoming WhatsApp messages, interfacing with the **backend** and **Gemini AI**.
Generated functions using
```bash
twilio serverless:init twilio --typescript
```
```typescript
export const handler: ServerlessFunctionSignature = async function (
context: Context<MyContext>,
event: MyEvent,
callback: ServerlessCallback
) {
// Handle Incoming Message
}
```
**WhatsApp Messaging**
Twilio's Programmable WhatsApp Messaging facilitates user interaction through WhatsApp.
**Send WhatsApp Message using TwiML**
```typescript
const twiml = new Twilio.twiml.MessagingResponse();
twiml.message("Please ask about spends you have done or spend you want to log.");
callback(null, twiml);
```
### AI
**Gemini 1.5 Flash**, a Google AI Model, enhances Xpenser with advanced analytics and predictions.
**Expense Analytics**
Analyzing user expense history to provide insights and respond to user queries.
```typescript
const analyticsModel = genAI.getGenerativeModel({
model: "gemini-1.5-flash",
systemInstruction: "Based on below expenses done by user give answer to user. Optimize as WhatsApp message reply and add emojis.\n\nExpense History:\n" + expenseCsvText,
});
const generationConfig = {
temperature: 0.6,
topP: 0.95,
topK: 64,
maxOutputTokens: 8192,
responseMimeType: "application/json",
};
const chatSession = model.startChat({
generationConfig
});
const result = await chatSession.sendMessage(event.Body);
const aiResponse = result.response.text()
```
**Expense Categorization**
Categorizing expenses based on user-provided descriptions.
```typescript
const analyticsModel = genAI.getGenerativeModel({
model: "gemini-1.5-flash",
systemInstruction: "detect the category and subcategory from below\n1. Housing - Rent, Taxes, Insurance, Utilities, Repairs, Improvement, Fees\n2. Transportation - Payments, Fuel, Insurance, Repairs, Public, Parking, Tolls, Licensing\n3. Food - Groceries, Dining, Coffee, Delivery, Snacks, etc.",
});
const generationConfig = {
temperature: 0.6,
topP: 0.95,
topK: 64,
maxOutputTokens: 8192,
responseMimeType: "application/json",
};
const chatSession = model.startChat({
generationConfig
});
const result = await chatSession.sendMessage(event.Body);
const aiResponse = result.response.text()
```
## Additional Prize Categories
**Xpenser** qualifies for the **Twilio Times Two** prize category by utilizing multiple Twilio features: **Verify**, **Functions**, and **WhatsApp Messaging**.
## Future Scope
- Spending Habits: Use AI to identify spending patterns and suggest ways to optimize expenses based on historical data.
- Mobile Applications: Develop native iOS and Android applications for enhanced accessibility and a more seamless user experience.
- Custom Reports: Allow users to generate customizable reports based on various parameters such as date range, categories, or tags.
- Investment Tracking: Add features to track investments and provide insights into portfolio performance.
- Manage Categories: Create and manage custom categories and sub-categories for a more personalized experience.
## Conclusion
It was a great experience to work on this project while exploring **Twilio** services and integrating AI to enhance the user experience. Thanks to **Dev.to** team for this amazing hackathon.
| thegeekyamit |
1,898,413 | The 19 tell-tale signs an article was written by AI | “Did AI write this sentence?” That’s become the question of this year. It’s probably our biggest... | 0 | 2024-06-24T05:29:56 | https://dev.to/manojgohel/the-19-tell-tale-signs-an-article-was-written-by-ai-1ecn | chatgpt, javascript, react, tutorial | **“Did AI write this sentence?”** That’s become _the_ question of this year. It’s probably our biggest conundrum since Hamlet got all indecisive while chatting to a hollowed out skull. It’s rolled together all our 21st century doubts and insecurities of Fake News, The Matrix, and misinformation.
If you’re **reading** **content** **online in 2023**, it’s a question you want answered. And if you’re **writing content online in 2023** with the assistance of AI, it’s a question you perhaps _don’t_ want answered. (For the record: I do write this blog. Last I checked, I’m a real human. Jiminy Cricket will vouch for me 🧚🏻♂️).
AI writers are engaged in a cloak-and-dagger routine not dissimilar to Cold War espionage. Think about it: during those times, spies would pass coded messages, employ deception, and use the technology of their era to get the upper hand. Now, our “espionage” is the realm of information and content creation. It’s a Turing Test where some copywriters are assuming false identities and trying to conceal whether AI had a hand in their content.
This digital shadow realm is like a spy-game where creators and consumers need to be discerning, questioning, and aware. With AI capabilities at our fingertips, the cards we hold are more powerful than ever, and knowing when and how to play them is our best defence, and the art of the game.
> _Just want the cold hard tips, no background explanation? I get you. Just scroll to the numbered list “The 19 Tell-Tale Signs of AI Content” below!_
## Why you need to be able to spot AI content yourself
**Readers** shouldn’t be relying on content detectors (or assuming Google will protect them from AI content), and **AI assisted writers** shouldn’t be fretting (or thinking big tech is out to get them). There’s always been chatter that AI will harm SEO, and that search engine algorithms will buffer readers from non-human written content. That isn’t the case, and would be impossible to implement. Language is language, at the end of the day. SEO does prioritize relevance, engagement, and authenticity, so there is some truth to it, but it doesn’t discern AI from human text. Frankly, not all low-quality content is AI. And in the right hands, AI generated content can appear spectacular.
## From AI with Love: The double agents of digital content
I’m pretty good at deciphering AI content. I’m like James Bond at the poker table. I do this for a living; I can spot a good bluff. I don’t go for the obvious tells, like “AI writing is emotionless”. Emotion is a red herring (and cuts out many fine, objective, human writers who craft with precision and subtlety). Some of the most moving writing I’ve read in the last year is [written by AI](https://archive.ph/o/MWeVC/https://www.theguardian.com/technology/2023/jul/18/ai-chatbots-grief-chatgpt).
No, I look for patterns, repetitions, or an overuse of particular phrases or references. I analyze the flow of the content, the choice of examples, the depth and breadth of topics covered in a piece. I use skills I honed across two decades as a copywriter, an assistant editor, academic and examiner.
(There’s scientific evidence for this, [by the way](https://archive.ph/o/MWeVC/https://arxiv.org/pdf/2212.12672.pdf). Some people _are_ better at spotting AI generated content: people with experience in generative AI, immersed in its ebbs and flows, and people trained as close readers).
## What you’ll learn from this article
In this article, I’m going to reveal how to use critical analysis — yes, the type of close reading they teach you at college — to expose AI. Use it for good, use it for evil. I’m not the boss of you. It can help you detect content yourself, or to edit and occlude telltale signs. I will say, _if_ you use it to hide AI content, these tips will improve your writing (that can only be a good thing, right?).
Ultimately, it’s the _quality_ and _readability_ of the content that will matter in the future, and not whether it was a collaboration with machine learning.
Now, let’s take our sunglasses off, and lay our cards face up on the table…
## Why not just use an AI detector?
Why not use a lie detector while we’re at it? Both are notoriously unreliable. But I think most people are a little squeamish about the use of lie detectors.
In fact, AI content detectors are less valid than polygraphs (which get things wrong about 10% to 30% of the time, [depending on the study](https://archive.ph/o/MWeVC/https://pubmed.ncbi.nlm.nih.gov/30284848/)). In July 2023, OpenAI closed down its AI Classifier. It had an embarrassing **_74% fail rate._**
Wharton professor and tech expert Ethan Mollick advises “[AI detectors have high false positive rates, and they should not be used as a result](https://archive.ph/MWeVC#).” However, detectors continue to be used, and to offer false confidence (or false fears, depending which side of the spy-war over AI content you’re on).
(The whole thing is a bit like **Marvel’s Secret Invasion**, where everyone is a suspect. Nobody knows quite who is human behind our screens anymore).
[
## Anger over AI art in Marvel’s “Secret Invasion” misses the point
### MCU conspiracy thriller taps into fears of artists being replaced with AI
medium.com
](https://archive.ph/o/MWeVC/https://medium.com/the-generator/marvels-secret-invasion-ai-art-sparks-controversy-in-opening-credits-49967e0c7277)
## The shortcomings of AI content detectors
Turnitin was used to evaluate 38 million student essays for AI writing in 3 months alone (April-June 2023), but the company admits their algorithm incorrectly red flags 4% on a sentence-by-sentence level. That’s potentially 1.8 million essays [falsely labelled ‘AI content’](https://archive.ph/o/MWeVC/https://www.reddit.com/r/college/comments/159rexs/falsely_accused_of_using_ai/). An informal experiment by [**The Washington Post**](https://archive.ph/o/MWeVC/https://www.washingtonpost.com/technology/2023/06/02/turnitin-ai-cheating-detector-accuracy/) found Turnitin got it wrong >50% of the time (_n_\=16).
In an [Educator FAQ](https://archive.ph/o/MWeVC/https://help.openai.com/en/collections/5929286-educator-faq) last week, OpenAI addressed the elephant in the room:
> “Do AI detectors work? In short, no. While some (including OpenAI) have released tools that purport to detect AI-generated content, none of these have proven to reliably distinguish between AI-generated and human-content.”
Whether or not they’re good at catching AI, the fact is detectors are in wide use, and if you’re writing with AI you’d be wise to avoid getting red flagged.
## “I don’t use AI, why should I care?”
Ironically, we might have to start using AI content detector evasion tactics for original _human_ work (almost like a writing version of a CAPTCHA, but baked into writing styles and words and syntax to avoid). Again, this might
not be a bad thing, and encourage better rhetoric and writing techniques.
> This is why my list of tell-tale signs of AI to watch out for is useful whether you’re a genuine human writer, or an AI assisted one. It’s about avoiding cliches and adding value.
# What are the best AI content detectors?
Some of the most popular AI content detector programs out there include:
- GPTZERO
- OPENAIWRITER
- CROSSPLAG
- COPYLEAKS
- SAPLING
- CONTENTATSCALE
- ZEROGPT
## Using an AI content detection remover tool (Undetectable.ai)
One way to avoid AI content detectors is to use a generator specifically trained to evade them. The leading tool in this niche is **Undetectable.ai**.
[
## The Truly Undetectable AI Content Writing Tool
### We transform your flagged AI-generated content into premium quality writing that aligns with your brand voice and makes…
undetectable.ai
](https://archive.ph/o/MWeVC/https://undetectable.ai/?fpr=jimtheaiwhisperer)
People can run their AI generated content from any other AI writing tool through **Undetectable.ai**. (Do what you will with this information! I’m merely letting you know it exists in the ever-escalating AI arms race).
[**Undetectable.ai**](https://archive.ph/o/MWeVC/https://undetectable.ai/?fpr=jimtheaiwhisperer) uses a federated multi-model architecture with custom and fine-tuned models to identify text that might trigger alarm bells, removes it, then automatically rephrases it for you. Whether this paraphrasing is more human-like (or simply passing under the AI’s radar) is up to you to decide.
It does allow you to see how the major free and paid AI detectors (including all those listed above) perceive your text. Even though we’ve established that content detectors aren’t successful most of the time (correctly identifying AI content in perhaps only 20–30% of cases), an AI content detection remover like **Undetectable.ai** can help to keep it above suspicion.
## How AI content detectors work (Or don’t, as the case may be!)
There are two main metrics that the AI detection tool kits measure: **perplexity** and **burstiness**. I’ve discussed these in detail previously.
[
## The Dummy Guide to ‘Perplexity’ and ‘Burstiness’ in AI-generated content
### Understanding Language Models: A Simplified Guide
medium.com
](https://archive.ph/o/MWeVC/https://medium.com/the-generator/the-dummy-guide-to-perplexity-and-burstiness-in-ai-generated-content-1b4cb31e5a81)
Basically, “**Perplexity**” refers to how predictable the next word in a sentence is, and “**Burstiness**” refers to the uniformity of the sentences (humans write in fits and starts, with varied sentence lengths, while AI is more consistent). These same metrics are also used to measure performance levels of LLMs.
AI content detectors use a **generative adversarial approach** (don’t worry, I’ll break it down). The detector basically asks: “Would I have written this?” Or rather: “Would I have completed the next word in the sentence this way?”
It’s a game where the adversarial AI (the detector) attempts to predict the next conceivable word. This is actually how AI writes (procedurally, one-word-at-a-time, based on statistical outcomes. If it guesses correctly, it’s logical a similar AI model might have generated the text in the first place.
## The Red Queen: Why we may never be able to reliably detect AI
That’s good as far as it goes, but relies on both AIs using the same lexicon. You can bypass (or “perplex”) any one detector by combining different models. Many AI text generators leverage multiple LLMs, and switch between whichever is most suitable for the use case (**Jasper AI**, for example, uses [OpenAI, Neo X, T5, Bloom, plus a proprietary model](https://archive.ph/o/MWeVC/https://medium.com/p/60536071ca6a)).
Additionally, returning to our Cold War analogy, it’s an arms race. The latest AI language models are increasingly fluent and human-like, which escalates the need for even more powerful means of AI detection (which are trained with the adversarial process). In turn, models like [**Undetectable.ai**](https://archive.ph/o/MWeVC/https://undetectable.ai/?fpr=jimtheaiwhisperer) are trained to bypass _that_ technology. Ultimately, it echoes the Red Queen’s dilemma: “It takes all the running you can do, to keep in the same place.”
Computer scientists warn that “[ultimately, there is nothing special about AI-written text that always distinguishes it from human-written, and detectors can be defeated](https://archive.ph/o/MWeVC/https://arstechnica.com/information-technology/2023/09/openai-admits-that-ai-writing-detectors-dont-work/%23:~:text=Ultimately,%20there%20is%20nothing%20special,abysmal%2026%20percent%20accuracy%20rate.)”. But in my experience: there’s a rhetorical element that shouldn’t be overlooked. That’s where our human intuition comes in.
## The human touch: Why rely on humans for AI detection?
When we’re dealing with language-based AI, a sound knowledge of figures of speech is our best defence. Critical reading is the antidote to AI content. While technology evolves at breakneck speeds, there remains an intrinsic value in the subtle nuances and imperfections of human communication.
In situations where AI models generate descriptive or connective content, they tend to lean on a default mechanism to link ideas or provide reference, even if it’s repetitive or not entirely contextually appropriate. Over-reliance on such devices lends the content an inauthentic air, more reminiscent of a machine echoing human speech patterns than genuine human discourse.
It’s not that AI text doesn’t look like human writing any more; it’s that AI emulates the structure and rhythm of human prose _too_ perfectly, without capturing the spontaneity and unpredictability inherent in genuine human communication. While AI can replicate the framework, it sacrifices the subtle deviations and unique expressions — the irregularities — that make our words come alive, in favour of conformity and the technically correct.
It takes a human, attuned to the intricacies and idiosyncrasies of language, to detect the clunky clichés that algorithms inadvertently produce in their ceaseless pursuit of patterns, consistency, and machine-driven precision.
# The 19 Tell-Tale Signs of AI Content
1. **Caught red handed.** This one is ridiculous, but [it snuck under the noses of the editors of the scientific journal **Nature**](https://archive.ph/o/MWeVC/https://futurism.com/the-byte/paper-retracted-authors-used-chatgpt), so bears repeating: look for the phrases “Regenerate response” or “[as an AI language model, I](https://archive.ph/o/MWeVC/https://www.theverge.com/2023/4/25/23697218/ai-generated-spam-fake-user-reviews-as-an-ai-language-model)”. That’s a sure sign of sloppy copy+paste straight from the chat window.
2. **Textbook perfect spelling.** Because it’s a Large Scale Language Model, AI knows how virtually every word is spelled. Additionally, AI doesn’t make typos, because, well: no fingers. Humans on the other hand…
3. **Middle-of-the-road opinions.** AI-generated content is non-committal or overly neutral. This tendency is because AI models are designed to avoid showing bias, or causing offense, and to cater to a broad audience. The content often adopts an “on the one hand, on the other hand” approach. This is different from a balanced view, which weighs pros and cons but may arrive at a conclusion. AI’s approach is more about hedging its bets.
4. **Overuse of “crucial”.** Once you recognize its prevalence in AI-generated content, the word “crucial” stands out like a sore thumb. A tell-tale sign is the repetitive usage in formulas like, “When you’re \[insert activity; often ‘learning about _x_’ or ‘starting out in _x_’\], it’s crucial to…”. While the term can be, well, _crucial_ in certain contexts, keeping an eye out for repetitive patterns can help differentiate AI text from human writing.
5. **“Delve, Dive, Discover”.** AI has a penchant for particular word patterns. Among these are the use of the verbs “Delve,” “Dive,” and “Discover” in Calls-to-Action (CTAs). Especially recognizable when followed by “…into the exciting world of _x_”. It’s a copywriting technique, but after noticing its frequency in AI-generated content, I’ve personally refrained from it.
6. **“Unlock”**. Another word to eschew. Especially common in AI marketing.
7. **“Ensure”**. AI uses this word more than any reasonable human ever does.
8. **“A dash of _x_”.** This is a colloquialism that I literally only see AI use now.
9. **Overuse of demonstrative pronouns.** High frequency of words like “the, this, these, that, those,” can be an indicator of AI . Daphne Ippolito from **Google Brain** says “[a really easy cue is the word “the” occurs too many times](https://archive.ph/o/MWeVC/https://solvid.co.uk/detect-ai-writing/%23:~:text=%E2%80%9CIf%20you%20have%20enough%20text,scanning%20a%20piece%20of%20text.)”. Demonstrative pronouns are among the most common words in English. Thus, when generating content, AI models tend to use these words frequently as they are statistically common in training data.
10. **Starting sentences with “Remember,…”.** When you come across a piece of content that constantly “reminds” the reader, it could be a sign of AI. The rhetorical device where the writer breaks off to address an abstract concept, asking them to pause and take note of the subsequent point, is called an **Apostrophe**. For example, starting with the word “Remember” followed by a comma, is a favorite apostrophe of AI models. Of course, it’s worth noting that human writers _also_ use the same rhetorical devices. The difference lies in the frequency with which they are applied. An AI might overuse or apply these devices where a human wouldn’t. Remember, it’s all about spotting patterns! (See what I did?)
11. **Metaphor + Tricolon construction.** This pattern typically goes “\[Topic\] is more than just \[basic description or literal interpretation\]; it’s a \[deeper or metaphorical interpretation\] \[verb\] \[a broader context or significance, expressed as a tricolon\].” Example: “_Reading is more than just a hobby; it’s a bridge connecting our society’s history, imagination, and collective consciousness_**_.”_** When you start to notice this rhetorical device — where a metaphor is immediately followed by a tricolon to reinforce its significance — you’ll start to see it everywhere in AI-generated content.
12. **Inability to construct anastrophes**. This one’s a bit harder to explain. An anastrophe is a rhetorical device where the expected order of words in a sentence is reversed. It’s used to create a particular emphasis or poetic impact. At its most obvious, it’s classic Yoda-speak (“Powerful you have become”). Anastrophe also can be spotted in ordinary speech; it’s also used in advertising to make a simple phrase more memorable or achieve immediate recognition. E.g. **“Like a good neighbor, State Farm is there”**.
I’ve written before about how hard it is to get [ChatGPT to reliably write in reverse](https://archive.ph/o/MWeVC/https://medium.com/the-generator/ai-cant-write-sentences-backwards-and-what-this-tells-us-about-llms-4a9ee42c81e2), and what this means for how AI approaches language. This is one of those implications. Although you won’t encounter anastrophe in human writing often, I hope this highlights how straightforward AI is in getting from point A to point B. The text AI generates is procedural, i.e. one word after another, so it’s not good at the forethought required to form an anastrophe. AI tends to avoid doing backflips and linguistic gymnastics. So: “A sentence AI would be unlikely to write is this one”.
13. **AI can’t commit catachresis**. This is another rhetorical device that’s hard to describe, but once you get it, _IYKYK_. AI never writes anything wrong, but humans do, sometimes intentionally. When something’s so wrong it’s right, that’s a catachresis. It’s behind many memes and song lyrics, and it’s catchy. E.g. “Because reasons”, “They don’t think it be like it is, but it do,” and “Set fire to the rain”. Human writers use unconventional grammar and phrasing that deviates from the norm to convey humor, emotion, and originality. AI is so focused on getting things right, it doesn’t know when to break the rules. _Much wow, such grammar._
14. **“In today’s world”.** Even if it’s not an AI artefact, please flush this turd.
15. **“Take your _x_ to the next level”.** Nobody talks like that outside of the Red Bull Cinematic Universe. Seriously, hyped up jargon is rampant in online marketing and advertising. But most real-life conversations steer clear of such hyperbolic statements. AI models, trained on vast amounts of data from the web, have a tendency to over-inflate trendy buzzwords.
16. **“Master”**. Just no. Marketing material might refer to “mastering” a new skill, platform, or tool. But in 2023 it’s outdated. AI didn’t get the memo.
17. **Antithetical Parallelism.** This common rhetorical formula is where two contrasting ideas are juxtaposed in parallel structures. Think of phrases like “From the oldest traditions to the latest trends” or “Whether you’re a seasoned pro or a newcomer to the game”. It lends itself to making content sound balanced and comprehensive (see #4). While human writers use it too, overuse of this structure can be a giveaway of AI.
18. **Limited Use of Parentheses and Em Dashes**: While parentheses and em dashes are common in human writing for creating nuance or offering asides — writers _love_ to drop an em dash for emphasis or squirrel away an extra thought in parentheses (guilty as charged) — AI usually favors more straightforward syntactic constructions. The absence or rarity of punctuation marks can serve as a spoiler that you’re reading AI content.
19. **“If you’re anything like me”**. This is the AI equivalent of the Steve Buscemi meme “How do you do fellow kids”. _Hello_ fellow humans.
**So there you have it!** (Actually, wait, add that cliche too while you’re at it).
The signoff “So there you have it!” is a common copout when AI wraps up articles or blog posts. AI often puts an overly neat bow on complex issues or discussions when tasked to conclude a piece of content, usually followed by a brief restatement of the main points, suggesting an artificial sense of closure that doesn’t do justice to the subject matter. It doesn’t have the contextual understanding or ability to discern nuance like humans do.
## What can I do with this knowledge? Or, Spy vs. Spy
Hopefully the above will help you identify who-is-who. As we’ve discussed, an unnatural frequency of stock phrases, especially in contexts where they don’t quite fit, can serve as a telltale sign that the content was AI-generated.
Yet, this isn’t just about pinpointing who or what wrote the content, but about assessing the added value of the piece. Does it enlighten? Does it engage? Or does it merely parrot recognizable phrases? In the future, it won’t matter whether a text is AI or human written, but if it adds value.
Armed with this understanding, one becomes a content detective, peeling back layers of rhetoric to reveal the true nature of a text. It’s a skill, much like the art of counterintelligence. One learns to pick out allies from foes. The future battlefield isn’t AI vs. human. It’s meaningful vs. meaningless.
## Casino Royale of Clichés: Why AI loves copywriting tropes
Drawing parallels to the world of poker, AI plays its hand based on the cards (data) it’s been dealt. AI tends to gamble on the familiar, resorting to tried-and-true strategies. But why? It comes down to both its training data, and the predictability of procedural generation. AI learns from vast amounts of information, and in the world of writing, clichés are abundant. AI picks up patterns in language from this data, and generates based on “what word comes next in the sentence”. Of course that’s going to repeat and amplify the cliches exisiting in the corpus. It regresses toward a mean. To an AI, these phrases are not tired or overused; they are statistically safe bets.
[
## Is ChatGPT getting dumber? Let’s talk about ‘AI Drift’
### Why is AI losing its edge? AI Drift explained 🚗💨🤖
medium.com
](https://archive.ph/o/MWeVC/https://medium.com/the-generator/is-chatgpt-getting-dumber-lets-talk-about-ai-drift-58f0fc5ebad2)
**Generative Adversarial Network** (GAN) AI detectors focus on a procedural word-by-word basis (much like AI generators themselves). Consequently, they overlook the broader prose. This means they get lost in the prediction of forthcoming words in a sequence and miss challenging the overused tropes that a keen human eye, trained in critical reading, might catch.
My critical-reading method differs from the (fallible) AI content detectors. Unlike the fallible AI content detectors which focus on the likelihood of individual words, my approach zeroes in on common rhetorical figures.
> **_Hey, if any AI detector software companies are reading this and want to incorporate rhetoric detection,_** [**_reach out to me_**](https://archive.ph/o/MWeVC/jimtheaiwhisperer.com/) **_for prompt engineering!_**
When AI plays a royal flush of clichés, it’s the discerning reader, the astute player at the table, who decides whether to call its bluff or fold. In the end, it’s not about man or machine, but about authenticity, insight, and instinct.
## **Your mission, should you choose to accept it:**
You’re now armed with the knowledge and tools to identify AI-generated content. If you found my guide helpful, please share it with your friends and colleagues. Let’s be a more informed, discerning digital community.
🔍 **Challenge:** Put your skills to the test! Next time you read an article, try to spot the tell-tale signs we discussed. Did you successfully identify if it was written by AI or a human? Share your experience in the comments below!
📢 **Join the Conversation**: Have additional tips or observations about AI-generated content? I’d love to hear from you! Drop your thoughts in the comments, and check out what other readers are saying there too!
🌈 **Enjoyed this article?**Medium rewards writers through your applause. Here’s a tip: press and hold the clap button to save your fingers from multiple clicks. Your claps truly make a difference. Thank you 👏 | manojgohel |
1,898,412 | Step by Step guide to create basic MVVM Application in Android | Machine Coding LLD Android — MVVM-Hilt-Retrofit In this blog we will create a basic mvvm... | 0 | 2024-06-24T05:27:05 | https://medium.com/@khush.panchal123/step-by-step-guide-to-create-basic-mvvm-application-in-android-4c1bd83ac628 | androiddev, android, kotlin, mvvm | > Machine Coding LLD Android — MVVM-Hilt-Retrofit
In this blog we will create a basic mvvm application where user will fetch some data from the api and show it to the UI as a list.
For the sake of this article, we will use OMDb (The Open Movie Database) API to fetch the title and thumbnail image of the movie.
Purpose of this blog is to get started with creating MVVM project following proper architecture which can be used as a base to create any project.
> This blog will help in machine coding round in android interviews.
Out of Scope (We will cover the below topics in upcoming blogs):
- Pagination
- Testing
- Compose
- Offline Caching
- Multiple Screen / Search section
## 1. Understanding the API
- For this article we will be using free open source movie api which can be found at: [https://www.omdbapi.com?s=army&apikey=[yourkey]](https://www.omdbapi.com?s=army&apikey=[yourkey]) (To Get Free API Key go to [https://www.omdbapi.com/](https://www.omdbapi.com/) and then API Key tab) ( I have used the search “army” keyword for the sake of this article so we can get some list of data)
- Json looks like this:
```Json
{
"Search": [
{
"Title": "Hellboy II: The Golden Army",
"Year": "2008",
"imdbID": "tt0411477",
"Type": "movie",
"Poster": "https://m.media-amazon.com/images/M/MV5BMjA5NzgyMjc2Nl5BMl5BanBnXkFtZTcwOTU3MDI3MQ@@._V1_SX300.jpg"
},
{
"Title": "Army of Darkness",
"Year": "1992",
"imdbID": "tt0106308",
"Type": "movie",
"Poster": "https://m.media-amazon.com/images/M/MV5BODcyYzM4YTAtNGM5MS00NjU4LTk2Y2ItZjI5NjkzZTk0MmQ1XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_SX300.jpg"
},
..
..
],
"totalResults": "703",
"Response": "True"
}
```
- For this project we show the list showing image and title of the movie.
## 2. Add dependencies
- Create the new android project in Android Studio and add the following dependency in **app** level `build.gradle.kts` or `build.gradle` file.
```Kotlin
//build.gradle.kts
dependencies {
//Dagger for dependency injection
implementation("com.google.dagger:hilt-android:2.51")
kapt("com.google.dagger:hilt-compiler:2.51")
//Glide for image loading
implementation("com.github.bumptech.glide:glide:4.16.0")
//Retrofit for networking
implementation("com.squareup.retrofit2:retrofit:2.9.0")
implementation("com.squareup.retrofit2:converter-gson:2.9.0")
//ViewModel scope
implementation("androidx.lifecycle:lifecycle-viewmodel-ktx:2.8.2")
}
```
- Additionally for Hilt add the following plugins in **app** level `build.gradle.kts` or `build.gradle` file.
```Kotlin
//build.gradle.kts
plugins {
id("com.android.application")
id("org.jetbrains.kotlin.android")
id("kotlin-kapt") //<-- this one
id("com.google.dagger.hilt.android") // <-- this one
}
```
- Also add following at **root** level `build.gradle.kts` or `build.gradle` file.
```Kotlin
//build.gradle.kts
plugins {
id("com.android.application") version "8.1.4" apply false
id("org.jetbrains.kotlin.android") version "1.9.0" apply false
id("com.google.dagger.hilt.android") version "2.51" apply false //<-- this one
}
```
- Since we will be using view binding for our xml layouts, add the following in **app** level `build.gradle.kts` or `build.gradle` file.
```Kotlin
//build.gradle.kts
android {
..
..
buildFeatures {
viewBinding = true
}
}
```
- Sync the gradle and run your project.
## 3. Create Application class and Add necessary permissions in Manifest file
- Create Application class and add `@HiltAndroidApp` annotation.
```Kotlin
//MainApplication.kt
@HiltAndroidApp
class MainApplication: Application()
```
- Add the name in manifest file.
```XML
<!--AndroidManifest.xml-->
<application
android:name=".MainApplication">
</application>
```
- Add Internet permission in manifest file.
```XML
<!--AndroidManifest.xml-->
<uses-permission android:name="android.permission.INTERNET"/>
```
## 4. Create Folder structure
- Create the following folder structure, with empty folders (“common”, “data/model”, “data/network”, “data/repository”, “di/module”, “ui”, “ui/viewmodel”).
- Check the below final project structure added for reference only, we will create each file step by step.
```
|── MainApplication.kt
├── common
│ ├── Const.kt
│ └── UIState.kt
├── data
│ ├── model
│ │ ├── MainData.kt
│ ├── network
│ │ ├── ApiInterface.kt
│ └── repository
│ └── MainRepository.kt
├── di
│ ├── module
│ │ └── ApplicationModule.kt
├── ui
├── MainActivity.kt
├── MainAdapter.kt
└── viewmodel
├── MainViewModel.kt
```
## 5. Create Model class (Data Layer)
- Create class `MainData.kt` inside “data/model” folder and add the following data class based on the JSON, we are using only title and image.
```Kotlin
//MainData.kt
data class ApiResponse(
@SerializedName("Search")
val dataList: List<MainData>?
)
data class MainData(
@SerializedName("Title")
val title: String,
@SerializedName("Poster")
val poster: String
)
```
## 6. Create Networking interface (Data Layer)
- First create object class `Const.kt` inside “common” folder and add Base url and Api Key.
```Kotlin
//Const.kt
object Const {
const val BASE_URL = "https://www.omdbapi.com/"
const val API_KEY = "your api key"
}
```
- Then create `ApiInterface.kt` class inside “data/network” folder with following function.
```Kotlin
//ApiInterface.kt
interface ApiInterface {
@GET(".")
suspend fun getMoviesData(
@Query("s") s: String = "army",
@Query("apikey") apikey: String = Const.API_KEY
): ApiResponse
}
```
- We are not using OkHttp interceptor for adding api key for of this article but it is recommended to add api key via interceptors.
## 7. Create ApplicationModule (DI Layer)
- Create `ApplicationModule.kt` class inside “di/module” folder for providing Retrofit instance.
```Kotlin
//ApplicationModule.kt
@Module
@InstallIn(SingletonComponent::class)
class ApplicationModule {
@Singleton
@Provides
fun provideNetworkService(): ApiInterface {
return Retrofit
.Builder()
.baseUrl(Const.BASE_URL)
.addConverterFactory(GsonConverterFactory.create())
.build()
.create(ApiInterface::class.java)
}
}
```
## 8. Create Repository class (Data Layer)
- Create `MainRepository.kt` class inside “data/repository” folder that will return flow of list which will be collected by view model.
```Kotlin
//MainRepository.kt
@Singleton
class MainRepository @Inject constructor(
private val apiInterface: ApiInterface
) {
fun getMainData(): Flow<List<MainData>> {
return flow {
emit(
apiInterface.getMoviesData().dataList ?: emptyList()
)
}
}
}
```
## 9. Create ViewModel and UIState (UI Layer)
- First create `UIState.kt` inside “common” folder which is a sealed interface representing the state of UI that will emit and collect between ViewModel and UI component.
```Kotlin
//UIState.kt
sealed interface UIState<out T> {
data class Success<T>(val data: T) : UIState<T>
data class Failure<T>(val throwable: Throwable, val data: T? = null) : UIState<T>
data object Loading : UIState<Nothing>
}
```
- Then create `MainViewModel.kt` inside “ui/viewmodel” folder which extends `ViewModel()` and inject `MainRepository`.
- We use StateFlow to emit data from ViewModel and then collect by UI.
- We use IO dispatcher for network call (For this article we are not injecting dispatcher from outside, but it is recommended to provide from outside).
```Kotlin
//MainViewModel.kt
@HiltViewModel
class MainViewModel @Inject constructor(
private val mainRepository: MainRepository
) : ViewModel() {
private val _mainItem = MutableStateFlow<UIState<List<MainData>>>(UIState.Loading)
val mainItem: StateFlow<UIState<List<MainData>>> = _mainItem
init {
fetchItems()
}
private fun fetchItems() {
viewModelScope.launch {
_mainItem.emit(UIState.Loading)
mainRepository
.getMainData()
.flowOn(Dispatchers.IO)
.catch {
_mainItem.emit(UIState.Failure(it))
}
.collect {
_mainItem.emit(UIState.Success(it))
}
}
}
}
```
## 10. Create Layouts (UI Layer)
- Edit `activity_main.xml` with RecyclerView for showing the list, progress bar and error message.
```XML
<!--activity_main.xml-->
<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
tools:context=".ui.MainActivity">
<androidx.recyclerview.widget.RecyclerView
android:id="@+id/rv"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:visibility="gone"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent" />
<ProgressBar
android:id="@+id/progress"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:visibility="gone"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintEnd_toEndOf="parent"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent" />
<TextView
android:id="@+id/error"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:visibility="gone"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintEnd_toEndOf="parent"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent"
tools:text="Something went wrong" />
</androidx.constraintlayout.widget.ConstraintLayout>
```
- Create `item_main.xml` layout and put inside “res” folder for single item visible on UI that will be used by Recycler View Adapter.
```XML
<!--item_main.xml-->
<?xml version="1.0" encoding="utf-8"?>
<androidx.constraintlayout.widget.ConstraintLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="110dp">
<ImageView
android:id="@+id/iv_item"
android:layout_width="100dp"
android:layout_height="100dp"
android:layout_margin="5dp"
app:layout_constraintStart_toStartOf="parent"
app:layout_constraintTop_toTopOf="parent"
tools:background="@color/design_default_color_secondary" />
<TextView
android:id="@+id/tv_item"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:layout_margin="5dp"
app:layout_constraintBottom_toBottomOf="parent"
app:layout_constraintStart_toEndOf="@+id/iv_item"
app:layout_constraintTop_toTopOf="parent"
tools:text="Hey there" />
</androidx.constraintlayout.widget.ConstraintLayout>
```
## 11. Create Adapter class (UI Layer)
- Create `MainAdapter.kt` inside “ui” folder that extends RecyclerView Adapter.
- We use DiffUtil for calculating data diff and bind data.
- We use Glide for loading image into image view.
```Kotlin
//MainAdapter.kt
class MainAdapter : RecyclerView.Adapter<MainAdapter.MainViewHolder>() {
private val items = ArrayList<MainData>()
fun setItems(items: List<MainData>) {
val diffResult = DiffUtil.calculateDiff(MainDiffCallBack(this.items, items))
this.items.clear()
this.items.addAll(items)
diffResult.dispatchUpdatesTo(this)
}
override fun onCreateViewHolder(parent: ViewGroup, viewType: Int): MainViewHolder {
return MainViewHolder(
ItemMainBinding.inflate(LayoutInflater.from(parent.context), parent, false)
)
}
override fun getItemCount(): Int {
return items.size
}
override fun onBindViewHolder(holder: MainViewHolder, position: Int) {
holder.bind(items[position])
}
inner class MainViewHolder(private val binding: ItemMainBinding) : ViewHolder(binding.root) {
fun bind(mainData: MainData) {
binding.tvItem.text = mainData.title
Glide.with(itemView.context)
.load(mainData.poster)
.placeholder(com.google.android.material.R.color.design_default_color_secondary)
.into(binding.ivItem)
}
}
}
class MainDiffCallBack(private val oldList: List<MainData>, private val newList: List<MainData>) :
DiffUtil.Callback() {
override fun getOldListSize(): Int {
return oldList.size
}
override fun getNewListSize(): Int {
return newList.size
}
override fun areItemsTheSame(oldItemPosition: Int, newItemPosition: Int): Boolean {
return (oldList[oldItemPosition].title == newList[newItemPosition].title)
}
override fun areContentsTheSame(oldItemPosition: Int, newItemPosition: Int): Boolean {
return oldList[oldItemPosition] == newList[newItemPosition]
}
}
```
## 12. Observe UIState inside MainActivity (UI Layer)
- Drag `MainActivity.kt` file inside “ui” folder.
- We collect Flow from viewmodel and update UI.
```Kotlin
//MainActivity.kt
@AndroidEntryPoint
class MainActivity : AppCompatActivity() {
private lateinit var binding: ActivityMainBinding
private lateinit var adapter: MainAdapter
private val mainViewModel: MainViewModel by lazy {
ViewModelProvider(this)[MainViewModel::class.java]
}
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
binding = ActivityMainBinding.inflate(layoutInflater)
setContentView(binding.root)
adapter = MainAdapter()
collector()
setupUI()
}
private fun setupUI() {
binding.rv.adapter = adapter
binding.rv.layoutManager =
LinearLayoutManager(this, LinearLayoutManager.VERTICAL, false)
binding.rv.addItemDecoration(
DividerItemDecoration(
this,
DividerItemDecoration.VERTICAL
)
)
}
private fun collector() {
lifecycleScope.launch {
repeatOnLifecycle(Lifecycle.State.STARTED) {
mainViewModel.mainItem.collect {
when (it) {
is UIState.Success -> {
binding.progress.visibility = View.GONE
binding.error.visibility = View.GONE
binding.rv.visibility = View.VISIBLE
adapter.setItems(it.data)
}
is UIState.Failure -> {
binding.progress.visibility = View.GONE
binding.error.visibility = View.VISIBLE
binding.rv.visibility = View.GONE
binding.error.text = it.throwable.toString()
}
is UIState.Loading -> {
binding.progress.visibility = View.VISIBLE
binding.error.visibility = View.GONE
binding.rv.visibility = View.GONE
}
}
}
}
}
}
}
```
> Run your application after each step to check everything is working fine.
## High level flow
- Check the below high level flow of how data coming from API and is shown to UI.

- Using the above step by step approach help making a base for any MVVM application making it scalable.
## Final Result

Source Code: [GitHub](https://github.com/khushpanchal/MoviesApp/tree/master)
## Contact Me:
[LinkedIn](https://www.linkedin.com/in/khush-panchal-241098170/), [Twitter](https://twitter.com/KhushPanchal15)
Happy Coding ✌️
| khushpanchal123 |
1,898,411 | Migration from GaussDB to GBase 8a: Clients, Third-Party Tools, and Application Interfaces | 1. Comparison Between GSQL and GCCLI Clients GSQL is a database connection tool provided... | 0 | 2024-06-24T05:26:09 | https://dev.to/congcong/migration-from-gaussdb-to-gbase-8a-clients-third-party-tools-and-application-interfaces-51fa | database | ## 1. Comparison Between GSQL and GCCLI Clients
GSQL is a database connection tool provided by GaussDB 200 for running commands in the command line. This tool allows you to connect to the server and perform operations and maintenance. Its functionalities include: connecting to the database, executing SQL statements, executing meta-commands, and directly setting and using variables.
GBase 8a MPP’s GCCLI supports connecting to the database and executing SQL but does not support directly setting and using variables.
Variables set in GaussDB must be executed in stored procedures when using GBase 8a:
```
gsql -h 10.180.123.163 -d postgres -U jack -p 25308
\set foo 'HR.areaS'
select * from :foo;
area_id | area_name
---------+------------------------
4 | Middle East and Africa
3 | Asia
1 | Europe
2 | Americas
(4 rows)
```
## 2. Data Studio and GBase Studio
Data Studio is a GUI tool that allows you to connect to the database, execute, and debug SQL statements and stored procedures. Data Studio supports the basic features of GaussDB 200 and provides a graphical interface for database developers. The corresponding tool for GBase 8a MPP is GBase Studio.
## 3. Migration of Other Third-Party Tools and Application Interfaces
Similar to GaussDB, GBase 8a supports the use of standard database interface APIs such as JDBC, ODBC, Perl DBI, and Python DBI. For detailed information on the installation and configuration of specific interfaces, refer to the relevant API interface manuals provided by GBase 8a.
If third-party tools or programs that use the aforementioned API interfaces to access GaussDB are to be migrated to GBase 8a, this can be done by configuring the connection driver in a conventional manner.
Common third-party tools supported by GBase 8a include:
- ETL Tools: Kettle, Informatica
- BI Tools: Cognos, Tableau
- Analytical Tools: SAS, SPSS
For detailed information on integrating specific tools, refer to the integration manuals provided by GBase 8a. | congcong |
1,898,406 | How to Create A PDF File in Python | How to Create a PDF File in Python Begin by creating a new Python project or opening an... | 0 | 2024-06-24T05:20:14 | https://dev.to/mhamzap10/how-to-create-a-pdf-file-in-python-3182 | python, webdev, softwaredevelopment, ironpdf | ###How to Create a PDF File in Python
1. Begin by creating a new Python project or opening an existing one.
2. Install the IronPDF library using pip to enable PDF manipulation capabilities.
3. Initialize a ChromePdfRenderer() object within your Python script, which serves as the engine to convert HTML content into PDF format.
4. Utilize IronPDF's functionality to render HTML content into a PDF document. This step involves specifying the HTML content or file path that you want to convert.
5. Save the generated PDF file to a specified location on your system, ensuring the document is stored and accessible for future use or distribution.
Creating [PDF](https://en.wikipedia.org/wiki/PDF) files (Portable document format) programmatically can be useful for generating reports, invoices, or any other documents in a structured format. [IronPDF](https://ironpdf.com/) is a powerful library that allows you to create, manipulate, and read PDF documents in Python. This tutorial will guide you through the steps to install IronPDF, create a simple PDF, and explore some advanced features.
Introduction to IronPDF
IronPDF is a powerful and flexible Python library for a variety of PDF tasks, including [creating](https://ironpdf.com/blog/using-ironpdf/csharp-html-to-pdf-example/), [editing](https://ironpdf.com/tutorials/csharp-edit-pdf-complete-tutorial/), and [extracting](https://ironpdf.com/blog/using-ironpdf/csharp-extract-text-from-pdf/) content. It offers features like converting [HTML to PDF](https://ironpdf.com/tutorials/html-to-pdf/), [merging PDFs](https://ironpdf.com/examples/merge-pdfs/), adding [watermarks](https://ironpdf.com/examples/pdf-watermarking/), and accurately [extracting](https://ironpdf.com/blog/using-ironpdf/csharp-extract-text-from-pdf/) text and images. A key strength is its ability to preserve the integrity and formatting of complex PDFs during edits. This makes it ideal for generating reports, archiving web pages, and automating document workflows, helping to save time and boost productivity. With its extensive API and easy integration into Python projects, IronPDF is an essential tool for developers needing efficient and effective PDF management.
##Step By Step Tutorial:
Let's begin a step-by-step tutorial to generate PDF documents.
###Step # 1: Create or Open Python Project:
The first step is to create a new Python project or open an existing one in your preferred IDE. I am using Microsoft Visual Studio, but you can use any IDE you prefer. The steps will remain the same.

###Step # 2: Install IronPDF:
Next, install the IronPDF library using pip. Keep in mind that IronPDF requires a .NET runtime to be installed on your machine. Run the following command:
```
pip install IronPDF
```
###Step # 3: Create PDF files
IronPDF offers three methods for creating PDF files:
1. Create a PDF document from an HTML string
2. Create a PDF file from a URL
3. Generate PDF Files from an HTML file
Let's explore each method one by one.
###Create a PDF Document from an HTLM String:
Creating a PDF file from an HTML string allows you to dynamically generate documents from formatted text and elements directly within your Python application. This approach is particularly useful for generating reports, invoices, and other documents where content structure is important. Below, we'll demonstrate how to use IronPDF to render HTML content into a PDF file seamlessly.
```
from ironpdf import *
# Apply your license key
License.LicenseKey = "IRONSUITE.ABC.TRIAL-G43TTA.TRIAL.EXPIRES.20.MAY.2025"
renderer = ChromePdfRenderer()
pdfFromHtmlString = renderer.RenderHtmlAsPdf("<h1>Hello World</h1><p>This is a sample PDF created with IronPDF.</p>")
pdfFromHtmlString.SaveAs("sample_pdf.pdf")
```
This code snippet demonstrates how to use IronPDF to convert an HTML string into a PDF file.
1. The first line applies the license key required to use IronPDF, ensuring that the library functions correctly within your application. You may get a free trial license from the [IronPDF Official Website](https://ironpdf.com/#trial-license).
2. The ChromePdfRenderer() initializes an instance of the renderer, which is capable of converting HTML content into a PDF format. This renderer leverages the Chromium browser engine under the hood to accurately render complex HTML structures.
3. renderer.RenderHtmlAsPdf() method takes an HTML string as input and converts it into a PDF document (pdfFromHtmlString).
4. Finally, pdfFromHtmlString.SaveAs("sample_pdf.pdf") saves the generated PDF file with the specified filename ("sample_pdf.pdf") in the current directory.
This approach is useful for dynamically generating PDF documents from HTML content, allowing for flexible document creation and formatting directly within Python applications.

###Create a PDF File from a URL
The following example showcases how to use IronPDF in Python to convert a web page from a specified URL directly into a PDF file. By utilizing IronPDF's ChromePdfRenderer(), you can seamlessly capture and save online content as PDFs, ideal for archiving web pages or integrating web data into printable reports.
```
renderer = ChromePdfRenderer()
pdfFromUrl = renderer.RenderUrlAsPdf("https://en.wikipedia.org/wiki/PDF")
pdfFromUrl.SaveAs("website.pdf")
```
The above line of code uses IronPDF's ChromePdfRenderer() to fetch and convert the web page located at "https://en.wikipedia.org/wiki/PDF" into a PDF document (pdfFromUrl). This method is efficient for capturing and saving web content as PDF files directly within Python applications. In this way, we can easily create PDFs directly from the URL.
The output file is as:

###PDF Generation from HTML files
In this example, we showcase how IronPDF in Python can efficiently generate PDFs by converting the content of an HTML file into new PDF files. By leveraging ChromePdfRenderer(), this code demonstrates the process of creating PDFs directly from structured HTML content. This approach simplifies the task of transforming HTML files into professionally formatted PDFs, suitable for reports, presentations, and digital document archives. Below, we'll illustrate how to implement this functionality seamlessly within your Python projects.
The Content of Sample HTML file is as:
```
<!DOCTYPE html>
<html>
<body>
<h1>Hello Worlds</h1>
<p>This is a sample HTML file for a PDF generation example.</p>
</body>
</html>
```
The Screenshot of the HTML file is:

Here's the code to convert an HTML file into a PDF using IronPDF:
```
renderer = ChromePdfRenderer()
pdfFromHtmlFile = renderer.RenderHtmlFileAsPdf("sample_html_file.html")
pdfFromHtmlFile.SaveAs("html_file_to_pdf.pdf")
```
After executing this code, you can understand how it leverages IronPDF to convert the content of "sample_html_file.html" into a PDF document named "html_file_to_pdf.pdf".

Now, let's explore advanced features by incorporating images, tables, and a watermark into our PDF file.
###Add Images and Table to PDF File:
Incorporating images, tables, or any element into a PDF file is straightforward. Simply include the desired elements in HTML format, then render the HTML to generate the PDF. This method ensures ease of integration and maintains clarity in your document creation process.
Here is the HTML content, I will use for adding images and table in pdf file.
```
<!DOCTYPE html>
<html>
<body>
<h1>Hello Worlds</h1>
<p>This is a sample HTML file for a PDF generation example.</p>
<!DOCTYPE html>
<html>
<head>
<style>
table {
border-collapse: collapse;
width: 100%;
}
tr {
border-bottom: 1px solid #ddd;
}
</style>
</head>
<body>
<h2>This is Sample Table with simple Design</h2>
<table>
<tr>
<th>Firstname</th>
<th>Lastname</th>
<th>Savings</th>
</tr>
<tr>
<td>Peter</td>
<td>Griffin</td>
<td>$100</td>
</tr>
<tr>
<td>Lois</td>
<td>Griffin</td>
<td>$150</td>
</tr>
<tr>
<td>Joe</td>
<td>Swanson</td>
<td>$300</td>
</tr>
<tr>
<td>Cleveland</td>
<td>Brown</td>
<td>$250</td>
</tr>
</table>
<h2>Sample Image</h2>
<img src="C_Sharp.jpg" alt="C Sharp Logo" >
</body>
</html>
```
The screenshot of the above HTML file is as:

I will use the 'Generate PDF from HTML file' method for the advanced features to keep it simple. We will include HTML for tables and images to integrate them into our document. Using HTML as a string directly in Python code can make it messy, so for clarity and simplicity, I will use a separate HTML file to make the PDF generation process simple.
```
renderer = ChromePdfRenderer()
pdfFromHtmlFile = renderer.RenderHtmlFileAsPdf("sample_html_file.html")
pdfFromHtmlFile.SaveAs("html_file_to_pdf.pdf")
```
As you can see, the code for generating PDFs remains the same. You only need to update your HTML to include any element in your PDF file.

###Add Watermark to our Existing PDF file:
Here's how to enhance new PDF documents or existing PDF files by adding a watermark using IronPDF in Python.
```
pdf = PdfDocument.FromFile("html_file_to_pdf.pdf")
pdf.ApplyWatermark("<h2 style='color:red'>SAMPLE WATERMARK</h2>", 30, VerticalAlignment.Top, HorizontalAlignment.Center)
pdf.SaveAs("html_file_to_pdf.pdf")
```
The above code snippet demonstrates how to load a PDF from a file ("html_file_to_pdf.pdf"), apply a watermark using HTML content `("<h2 style='color:red'>SAMPLE WATERMARK</h2>")`, and save the modified PDF with the watermark in place.
##Conclusion:
In conclusion, IronPDF offers robust capabilities for PDF conversion and management, enabling Python developers to create, edit, and manipulate documents with ease. Whether generating reports, incorporating encrypted PDF files, or embedding JPEG images, IronPDF simplifies Python-based PDF creation with its intuitive API and seamless integration. Developers can explore IronPDF's features with [a free trial](https://ironpdf.com/#trial-license) and opt for a [commercial license](https://ironpdf.com/licensing/) for continued use, ensuring efficient and effective PDF handling within their applications.
| mhamzap10 |
1,898,405 | AI in the Legal Sector: Transforming the Future | Introduction The integration of Artificial Intelligence (AI) into the legal sector marks... | 27,673 | 2024-06-24T05:18:38 | https://dev.to/rapidinnovation/ai-in-the-legal-sector-transforming-the-future-2bg2 | ## Introduction
The integration of Artificial Intelligence (AI) into the legal sector marks a
transformative progression in how legal services are delivered and managed. AI
technologies are being increasingly adopted in various domains of law,
including litigation, contract analysis, legal research, and compliance. This
adoption is driven by the promise of increased efficiency, reduced costs, and
the ability to provide more accessible legal services to a broader audience.
## Applications and Use Cases
### Document Automation
Document automation involves the use of digital systems to create electronic
documents through automated processes. This technology significantly reduces
the time required for document preparation, minimizes human error, and ensures
consistency across all documents.
Automated contract generation systems enable users to quickly produce
customized contracts that are tailored to specific transactions or
relationships. These systems often include features such as clause libraries,
approval workflows, and integration with digital signature technologies.
Legal document review is a critical phase in the litigation process, where
attorneys assess documents to determine their relevance to the case at hand.
AI-driven tools are increasingly adopted to speed up the process by
identifying patterns and keywords, improving accuracy by reducing human
errors.
### Legal Research
Legal research involves identifying and retrieving information necessary to
support legal decision-making. AI algorithms can analyze large volumes of
legal information to identify trends, predict outcomes, and suggest relevant
precedents, making legal research more efficient and accurate.
### Predictive Analytics
Outcome prediction involves using data analytics and machine learning models
to forecast the results of various strategies and decisions. This predictive
capability is crucial for businesses to anticipate market trends, customer
behavior, and financial results.
Risk assessment involves identifying, analyzing, and evaluating risks to
minimize the impact on business operations and maximize opportunities. It is a
fundamental aspect of strategic management across various industries.
### Client Interaction and Support
Chatbots, powered by artificial intelligence, are revolutionizing the way law
firms handle initial consultations. These AI-driven tools can interact with
potential clients via text or voice, providing responses to common inquiries
and gathering preliminary information.
Client Relationship Management (CRM) systems are crucial in managing
interactions with current and potential clients in the legal sector. These
systems help law firms organize information, streamline communication, and
enhance service delivery, ultimately leading to increased client satisfaction
and retention.
## Framework for AI in Legal
### Data Collection and Management
Data collection and management are crucial steps in leveraging the power of
artificial intelligence (AI). The quality and quantity of data collected
directly influence the performance and reliability of AI systems.
### AI Model Development
AI model development involves selecting the right algorithms, training models
with data, and continuously testing and refining them. The choice of algorithm
depends on the specific task at hand, whether it's predicting outcomes,
classifying data, or recognizing patterns.
### Integration with Existing Systems
Integrating AI into existing systems is a critical step for businesses looking
to enhance their operations with AI capabilities. This integration must be
handled carefully to minimize disruption and maximize the benefits of AI
technologies.
### Compliance and Ethical Considerations
Compliance and ethical considerations are paramount, especially as AI
technologies become increasingly integrated into various sectors, including
the legal field. Ensuring compliance with legal standards and addressing
ethical concerns in AI are crucial for maintaining the integrity and
trustworthiness of legal systems.
## Benefits of AI Agents in Legal
### Efficiency and Speed
The introduction of AI agents in the legal sector significantly enhances
efficiency and speed, two critical factors in legal proceedings where time is
often of the essence.
### Cost Reduction
Implementing automation in various business processes significantly reduces
costs associated with manual labor and operational inefficiencies.
### Improved Accuracy
Automation significantly enhances the accuracy of various tasks across
different sectors by reducing the likelihood of human error.
### Enhanced Client Service
Automation tools play a pivotal role in enhancing client service by enabling
faster response times, personalized communication, and 24/7 customer support
availability.
## Implementation Strategies
### Identifying Key Areas for AI Integration
Identifying the right areas within an organization for AI integration is
critical to the success of any AI initiative. This process involves analyzing
various business processes to determine where AI can add the most value.
### Choosing the Right AI Technology
Choosing the right AI technology is pivotal to the successful integration of
AI into business processes. The decision should be based on the specific needs
and challenges of the organization.
### Training and Development
Training and development in the context of AI implementation in the legal
sector is crucial for several reasons. It ensures that legal professionals are
equipped with the necessary skills to use AI tools effectively.
### Monitoring and Evaluation
Monitoring and evaluation are essential components of implementing AI in the
legal sector. These processes help organizations assess the effectiveness of
AI tools, ensuring that they are delivering the intended benefits.
## Challenges in AI Implementation in Legal
### Data Privacy and Security
Data privacy and security are paramount in the digital age, where vast amounts
of personal and sensitive information are stored and transmitted across global
networks.
### Ethical and Legal Implications
The integration of advanced technologies into everyday life brings with it a
host of ethical and legal implications that must be carefully considered.
### Resistance to Change
Resistance to change is a common human response but can be a significant
barrier in the adoption of new technologies and processes.
### High Initial Investment
The integration of Artificial Intelligence (AI) into the legal sector often
requires a high initial investment, which can be a significant barrier for
many law firms, especially smaller practices.
## The Future of AI in Legal
### Trends and Innovations
In the realm of AI in the legal sector, several trends and innovations are
shaping the future. One of the most significant trends is the increasing use
of natural language processing (NLP) technologies.
### Increasing Adoption
The increasing adoption of blockchain technology across various sectors is a
testament to its potential to revolutionize multiple aspects of our lives and
businesses.
### Evolution of Legal Frameworks
As blockchain technology permeates various sectors, legal frameworks around
the world are evolving to accommodate and regulate this new technology.
## Real-World Examples
### Case Study: AI-Powered Contract Analysis
AI-powered contract analysis tools have revolutionized the way legal firms and
corporate legal departments handle their contracts. These tools utilize
machine learning algorithms to read, understand, and analyze contract terms
and conditions, significantly reducing the time and effort required for
contract review.
### Case Study: Predictive Policing in Litigation
Predictive policing in litigation refers to the use of AI tools to forecast
litigation outcomes based on historical data. This innovative approach allows
law firms and corporate legal departments to better prepare for potential
legal disputes by analyzing trends and patterns from past cases.
## Why Choose Rapid Innovation for AI Implementation and Development in Legal
### Expertise in AI and Blockchain
The integration of Artificial Intelligence (AI) and Blockchain technology has
revolutionized numerous industries by enhancing data security, improving
transparency, and automating processes.
### Customized Solutions
Customized solutions are tailored services or products designed to meet the
specific needs of a business or customer. Unlike one-size-fits-all products,
customized solutions take into consideration the unique challenges and
requirements of each client.
### Proven Track Record
A proven track record is an important indicator of a company's reliability and
effectiveness. It refers to the documented history of a company's successes
and achievements, which can provide potential clients or investors with
confidence in the company's ability to deliver results.
### Comprehensive Support
Comprehensive support in any service or product is crucial for ensuring
customer satisfaction and fostering long-term loyalty. This type of support
encompasses a wide range of services, including technical assistance, customer
service, and after-sales support.
## Conclusion
### Summary of Key Points
Comprehensive support is an integral part of the customer service strategy
that involves providing end-to-end assistance to ensure customer satisfaction.
This includes offering multiple channels of communication, in-depth technical
support, and self-service options.
### Future Outlook
The future outlook for various industries and sectors is a dynamic and ever-
evolving landscape, influenced by technological advancements, economic shifts,
and global trends. Staying informed about these key areas will be crucial for
anyone looking to understand the future outlook of various industries and
sectors.
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1,898,404 | Why TDD is a waste of time | As an ex-practitioner of TDD, it is time to give the credit it deserves, TDD is not worth it. As a... | 0 | 2024-06-24T05:15:56 | https://dev.to/manojgohel/why-tdd-is-a-waste-of-time-1onf | tdd, webdev, programming, javascript | As an ex-practitioner of TDD, it is time to give the credit it deserves, TDD is not worth it. As a developer, I need to spend as much time as possible writing code, I can’t be spending valuable time writing tests.
A few days ago, I was writing an endpoint to manage an online banking bank account. This required the account to exist in the database, a valid login/password, and data from an external microservice. There are too many things to set up mocks.
Writing automated tests is just a waste of time. When you are working on a critical feature, you can simply:
- Develop
- Test/Debug locally
- Set data in the local database
- Disabling the endpoint authentication so you don’t have to set data on the authentication system
- Put a breakpoint on the external API call to replace the data returned.
- Or, in case of time-sensitive features, like late appointments or payment reminders, you can wait for the reminders to kick in.
After each change, we can repeat the process above for our feature and all other possible scenarios we might have impacted. 20 scenarios to test? No problem.
As the process of retesting the application takes some time, you should only do this once a day or every couple of days. This way, you don’t waste time and can deliver more.
## Confident developers
Tests are also a confidence problem; only developers who don’t trust their abilities have to write tests. If you are a professional developer, you can simply develop and push it to production, without even debugging locally, as you trust your abilities.
TDD is also not the only way to add tests. Even if I wanted an automated test coverage, we could just add the tests after the code was written. As a confident developer, I am sure to cover all the behaviours I wrote code for hours on end.
😂😂😂😂

As a parody as it is, this is based on arguments I’ve heard in the past on how TDD doesn’t work or is not worth it.
Let’s put a side the TDD practice, let’s focus on what’s the alternative?
- To manually test things?
- To delegate testing responsibilities and end up with a long feedback loop?
- To deploy code without testing?
- To write tests after the implementation and get partial coverage?
TDD is not a silver bullet, but I can confidently say it could be applied well and pay dividends in 80% of professional development cases. Exceptions don’t disprove the rule.
TDD is a skill set that you add to your toolbox, and you can decide when to use it as appropriate. Before throwing chairs at it, I recommend learning the practice properly. What is TDD? Who invented it? What are the rules that define whether you are doing TDD or not? | manojgohel |
1,898,403 | Best Angelic Healing In Ghaziabad-201010 | Priya The Optimist is a well renowned spiritual healer and life coach with experience of around 2... | 0 | 2024-06-24T05:15:53 | https://dev.to/priya_theoptimist/best-angelic-healing-in-ghaziabad-201010-4d6i | astrologer, angelreiki, karunareiki | [Priya The Optimist ](https://theoptimistpriya.com/about-us/)is a well renowned spiritual healer and life coach with experience of around 2 decades.
She recalls that she is blessed with special psychic abilities and powers, and has been spiritually inclined and gifted since childhood. She has always been empathetic and effortlessly gets connected with people. Her childhood life encounters tell how she instantly gets connected to people’s souls, and sees & feels things that no ordinary person can | priya_theoptimist |
1,898,400 | 100 day jouney- DAY 4 Jenkins, Docker, Kubernetes, Ansible, and Terraform | Introduction Hey there! Today, we're going to learn about some cool tools that help people... | 0 | 2024-06-24T05:13:01 | https://dev.to/dilshavijay/100-day-jouney-day-4-jenkins-docker-kubernetes-ansible-and-terraform-3418 | devops, jenkins, docker, ansible |
#### Introduction
Hey there! Today, we're going to learn about some cool tools that help people make computer programs work better and faster. Think about how a team of people works together to make a movie. Each person has their own job, and they use different tools to help make the movie. In the world of computers, we use tools like Jenkins, Docker, Kubernetes, Ansible, and Terraform to help us build and manage software. Let’s explore each tool and see how they work!
### Popular DevOps Tools
#### 1. Jenkins
**What It Does:**
- **Automates Tasks:** Jenkins is like a machine that helps movie makers by automating repetitive tasks like editing scenes or adding special effects.
- **Plugins:** Jenkins can be customized with different add-ons to help with various jobs, like adding different special effects to the movie.
- **Pipeline:** Imagine an assembly line that moves movie scenes through different stages like filming, editing, and finalizing.
**Why We Use It:**
Jenkins helps people make sure their computer programs work properly by automatically building and testing them. It's like having a machine that helps put together and check scenes in a movie to ensure they look great.
**Example:**
Imagine you're making a movie. Jenkins can automatically edit the scenes, add special effects, and check if everything is perfect.
#### 2. Docker
**What It Does:**
- **Containerization:** Docker packages your movie files and all the necessary software into containers, ensuring everything you need is in one place.
- **Lightweight:** These containers are easy to carry around and don’t take up much space.
- **Portability:** You can take these containers anywhere and start working on your movie right away.
**Why We Use It:**
Docker helps developers ensure that their programs can run anywhere without problems. It's like packing all the movie files and editing software you need into a portable hard drive.
**Example:**
Imagine you have a portable hard drive with all the files needed to edit a movie. Docker makes sure you can take that hard drive to any computer, and you'll have everything you need to continue working on the movie just like at home.
#### 3. Kubernetes
**What It Does:**
- **Orchestration:** Kubernetes is like a director who coordinates all the different teams in a movie production, making sure everyone works together smoothly.
- **Self-Healing:** If a team member gets sick or makes a mistake, Kubernetes finds a replacement or fixes the mistake quickly.
- **Scalability:** If more scenes need to be filmed quickly, Kubernetes can bring in more team members to handle the increased workload.
**Why We Use It:**
Kubernetes helps manage lots of containers, making sure they all work together nicely. It’s like having a director who ensures every part of the movie production is running correctly and on time.
**Example:**
Imagine a movie set with multiple teams filming different scenes. Kubernetes makes sure each team has the right equipment and instructions, and if a team needs help, Kubernetes finds someone to assist.
#### 4. Ansible
**What It Does:**
- **Agentless:** Ansible doesn’t need any special tools installed on the other computers it manages.
- **Simple Language:** Uses easy-to-understand instructions to tell teams what to do.
- **Idempotency:** Ensures the same result every time, like following a reliable script.
**Why We Use It:**
Ansible helps automate tasks like setting up and configuring computers, just like giving all the movie teams the same script to follow.
**Example:**
Imagine you have a script for filming a scene. Ansible can give this script to every team, and they’ll all film the same scene without any mistakes.
#### 5. Terraform
**What It Does:**
- **Infrastructure as Code:** Terraform lets you describe your movie set layout and equipment setup using a special language.
- **Multi-Provider:** Supports different types of movie sets (like action, comedy, or drama).
- **Execution Plans:** Shows you a plan of what will happen before you start filming.
**Why We Use It:**
Terraform helps create and manage large setups, making sure everything is built correctly and efficiently. It’s like having a detailed plan for setting up a new movie set that everyone can follow.
**Example:**
Imagine you have a blueprint for setting up a new movie set. Terraform shows you the plan and lets you know what equipment you need and how to arrange everything step-by-step.
### Conclusion
These DevOps tools help people build and manage software just like different tools help make a movie. Jenkins is great for automating tasks, Docker for packaging, Kubernetes for managing teams, Ansible for giving instructions, and Terraform for planning big projects. By understanding these tools, you can see how they help create amazing software, just like movie-making tools help create blockbuster films! | dilshavijay |
1,898,398 | Why I Always Choose to Use Types Instead of Interfaces? | In TypeScript, both Types and Interfaces are used to define the types of objects. However, they have... | 0 | 2024-06-24T05:12:09 | https://dev.to/manojgohel/why-i-always-choose-to-use-types-instead-of-interfaces-2l3k | interfacesegregation, typescript, webdev, javascript | In TypeScript, both Types and Interfaces are used to define the types of objects. However, they have different uses and features. Both can help developers constrain the types of variables and objects when writing code, thereby reducing errors and improving code readability.
- **_type:_** `type` is a type alias used to define an alias for any type. This is not limited to object types; it can also define primitive types, union types, intersection types, etc. For example:
// Define an alias for a primitive type
```
type Name = string;
// Define an alias for an object type
type User = {
id: number;
name: string;
};
// Define a union type
type Status = 'active' | 'inactive' | 'suspended';
// Define an intersection type
type Person = {
name: string;
} & {
age: number;
};
```
- **interface:** `interface` is used to define the structure of an object and can be extended by inheriting other interfaces. `interface` is mainly used to define the structure and implementation constraints of classes. For example:
```
// Define an object interface
interface User {
id: number;
name: string;
}
// Interface inheritance
interface Admin extends User {
role: string;
}
// Interface implementation in a class
class Person implements User {
id: number;
name: string;
constructor(id: number, name: string) {
this.id = id;
this.name = name;
}
}
```
# Why prioritize using Types?
In TypeScript, there has been an ongoing debate about whether to use Types or Interfaces for type definitions. Although both can be used to create reusable structures for variables, function parameters, and return values, in most cases, we should prioritize using Types. Here are four main reasons:
## **1\.** Support for Union Types
`type` can define union types, which is something `interface` cannot do.
```
type StringOrNumber = string | number;
```
## **2\.** Support for String Literal Types
```
`type` can define string literal types, which can be very useful in certain scenarios.
type Status = 'success' | 'error' | 'pending';
## **3\.** Immutability
`type` is immutable, meaning once defined, it cannot be changed through extension or merging. This ensures the stability and consistency of the type. In contrast, `interface` can be declared multiple times and merged, which might lead to unexpected behaviors.
type User = {
email: string;
}
// Will cause an error because it cannot be declared multiple times
type User = {
password: string;
}
interface User {
email: string;
}
// The two declarations will be merged, and the final User interface will contain both email and password properties.
interface User {
password: string;
}
```
## **4\.** Support for Conditional Types
`type` supports conditional types, which can be used for more complex type definitions.
```
type IsString<T> = T extends string ? 'yes' : 'no';
```
In summary, prioritizing `type` provides greater flexibility and powerful type expression capabilities, especially when dealing with complex types and logic. `type` can better meet your needs. Therefore, I always choose to use `type` first, as it enhances code type safety and maintainability. | manojgohel |
1,898,396 | Exploring the History and Innovations of Danyang Kaixin Alloy Material | 0.png Checking out the past history and Innovations Of Danyang Kaixin Alloy Material: Advantages,... | 0 | 2024-06-24T05:04:03 | https://dev.to/homabdj_eopijd_2ec5785576/exploring-the-history-and-innovations-of-danyang-kaixin-alloy-material-2fl | design | 0.png
Checking out the past history and Innovations Of Danyang Kaixin Alloy Material: Advantages, Innovation, Safety and much more
Danyang Kaixin Alloy Material is one of the world's leading companies within the supply and production of alloy materials. As a manufacturer is renowned of engineered alloys, it really is well-known in the market for its exceptional quality, innovation, security, and reliability. This article aims to notify you in regards to the advantages, innovation, safety, use, and quality of High Temperature Alloy Materials from Danyang Kaixin and how they can be applied in various industries
Benefits Of Danyang Kaixin Alloy Material
Danyang Kaixin Alloy Material is a ongoing company that prides itself on providing a array of items that are reliable, high-quality and economical. The business's commitment to providing performance is exemplary affordability is highly appreciated by customers global. On top of that, Danyang Kaixin also offers a real range advantages for their customers whenever using their alloy products
1. Enhanced Durability - Danyang Kaixin alloys are known with regards to their durability is superior also to damage. The company uses only the quality materials which are highest, methods, and machinery to ensure that their products last for longer durations
2. Versatility - Danyang Kaixin alloys can be used in various applications from automotive to aerospace companies, and from medical implants to devices that are electronic
3. Corrosion Resistance - Danyang Kaixin alloys have actually excellent resistance to elements that are corrosive making them appropriate use in harsh environments such as for instance marine, commercial, and chemical processing
Innovation At Danyang Kaixin
Innovation are at the heart of Danyang Kaixin Alloy Material's philosophy. The business continually invests in research to boost its items' quality by exploring techniques that are new materials, making their alloys stronger, lighter, and more reliable. One of the biggest innovations by Danyang Kaixin is the development of the Nickel-Titanium alloy with shape memory, which has changed the game in the medical, aerospace, and industries that are automotive
Security Is A Priority
Danyang Kaixin Alloy Material places safety at the forefront of its policies. The company has a quality is robust process and adheres to industry standards and laws to ensure that its alloy are safe to utilize. The company has implemented measures and procedures to make certain that its Nickel Based Welding Wire products are free from hazardous substances, corrosion-resistant, and have a performance is predictable. Each batch undergoes testing is rigorous ensure this product's quality meets the requirements
Using Danyang Kaixin Alloy Material
Danyang Kaixin Alloy Material can be used in various applications and industries. A number of the most industries being common rely on Danyang Kaixin Alloys materials consist of the automotive, medical, aerospace, and electronics industries. Furthermore, these precision-engineered alloys have actually a range is wide of such as
1. Bearings - High precision bearings that require corrosion-resistant, high-strength materials often use Danyang Kaixin alloys
2. medical Implants- Danyang Kaixin Nickel-Titanium Alloy is biocompatible and avoids rejection when used for surgical implants, making it a preferred choice in the industry is medical
3. Electronics and Electrical Appliances - Danyang Kaixin alloys are ideal because they have magnetic properties that can enhance performance in some electrical and applications that are electronic
How To Use Danyang Kaixin Alloy Materials
Using Danyang Kaixin alloy materials calls for some preparation, precision, and expertise. It is very important to have a united team of experts who understand the principles of welding, casting, or forging the alloys. The way is most beneficial to ensure you're using the alloys properly is always to work with companies who specialize within their distribution, managing, and application processes. Professionals at Danyang Kaixin are available to answer any appropriate questions you may have
Danyang Kaixin Alloy Material Service
Danyang Kaixin Alloy Material provides services that are comprehensive meet customer's needs at every stage of this product life cycle. The company's group of professionals is always ready to help customers with any alloy-related needs from product selection and Inconel Alloy product design to production and post-sale support. The firm additionally provides online support and quick response times as well as the quality assurance system, which ensures products meet high standards.
| homabdj_eopijd_2ec5785576 |
1,898,395 | What are Controlled and Uncontrolled Components in React.js? | React.js, a popular JavaScript library for building user interfaces, offers a flexible approach to... | 0 | 2024-06-24T05:03:43 | https://raajaryan.tech/what-are-controlled-and-uncontrolled-components-in-reactjs | react, javascript, beginners, tutorial | [](https://buymeacoffee.com/dk119819)
React.js, a popular JavaScript library for building user interfaces, offers a flexible approach to managing forms and user inputs through controlled and uncontrolled components. Understanding the distinction between these two types of components is essential for developers aiming to create efficient and maintainable code. In this article, we'll explore what controlled and uncontrolled components are, their key differences, use cases, and best practices.
## Table of Contents
1. **Introduction to Components in React.js**
2. **Controlled Components**
- Definition and Characteristics
- Advantages
- Examples
3. **Uncontrolled Components**
- Definition and Characteristics
- Advantages
- Examples
4. **Key Differences Between Controlled and Uncontrolled Components**
5. **When to Use Controlled vs. Uncontrolled Components**
6. **Best Practices for Using Controlled and Uncontrolled Components**
7. **Common Pitfalls and How to Avoid Them**
8. **Conclusion**
---
## 1. Introduction to Components in React.js
React.js is built around the concept of components, which are reusable pieces of UI that encapsulate their own structure, logic, and styling. Components can be either **stateful** or **stateless**:
- **Stateful Components** (Class components or Functional components with hooks) manage and store state.
- **Stateless Components** (Functional components) do not manage state internally.
Form handling in React is typically managed through controlled and uncontrolled components, each offering unique advantages and approaches.
---
## 2. Controlled Components
### Definition and Characteristics
A **controlled component** in React is a form element whose value is controlled by the state of a React component. This means that the state of the component dictates the value of the form element. Every state change is handled through a React event handler, making the React state the "single source of truth" for the form element.
### Characteristics of Controlled Components:
- **State Management:** The component’s state controls the form data.
- **Event Handling:** Updates to the form element's value are handled by React events.
- **Single Source of Truth:** The form element's value is synced with the state.
### Advantages
1. **Predictable State Management:** Since the state of the form elements is stored in React state, it becomes easier to manage and predict the behavior of the form.
2. **Validation:** Form validation can be easily handled by adding logic to the event handlers.
3. **Instant Feedback:** The form elements can provide immediate feedback to users by updating the state.
### Examples
Here’s an example of a controlled component:
```jsx
import React, { useState } from 'react';
function ControlledForm() {
const [name, setName] = useState('');
const handleChange = (event) => {
setName(event.target.value);
};
const handleSubmit = (event) => {
event.preventDefault();
alert('A name was submitted: ' + name);
};
return (
<form onSubmit={handleSubmit}>
<label>
Name:
<input type="text" value={name} onChange={handleChange} />
</label>
<input type="submit" value="Submit" />
</form>
);
}
export default ControlledForm;
```
In this example, the input element's value is controlled by the `name` state, and any changes to the input are handled by the `handleChange` function.
---
## 3. Uncontrolled Components
### Definition and Characteristics
An **uncontrolled component** in React is a form element that maintains its own internal state. The React component does not directly manage the form element’s state; instead, it accesses the value using references (refs).
### Characteristics of Uncontrolled Components:
- **Direct DOM Access:** The value is accessed directly from the DOM using refs.
- **Less Code:** Fewer state variables and event handlers are needed.
- **Initial Values:** Default values can be set using the defaultValue attribute.
### Advantages
1. **Simplicity:** Uncontrolled components require less boilerplate code since there is no need to manage state for form elements.
2. **Ease of Integration:** They can be easier to integrate into existing codebases or third-party libraries where the form handling logic is already defined.
### Examples
Here’s an example of an uncontrolled component:
```jsx
import React, { useRef } from 'react';
function UncontrolledForm() {
const nameInput = useRef(null);
const handleSubmit = (event) => {
event.preventDefault();
alert('A name was submitted: ' + nameInput.current.value);
};
return (
<form onSubmit={handleSubmit}>
<label>
Name:
<input type="text" ref={nameInput} />
</label>
<input type="submit" value="Submit" />
</form>
);
}
export default UncontrolledForm;
```
In this example, the input element's value is accessed using a ref, making it an uncontrolled component.
---
## 4. Key Differences Between Controlled and Uncontrolled Components
### Controlled Components:
- **State Management:** Managed by React state.
- **Event Handling:** Updates via React event handlers.
- **Use Case:** When form validation, conditional rendering, or complex form interactions are needed.
### Uncontrolled Components:
- **State Management:** Managed by the DOM.
- **Event Handling:** Accessed via refs.
- **Use Case:** Simple forms or when integrating with non-React code.
### Summary of Differences:
| Feature | Controlled Components | Uncontrolled Components |
|------------------------|--------------------------------------|---------------------------------------|
| State Management | React state | DOM |
| Event Handling | React event handlers | Refs |
| Code Complexity | More boilerplate | Less boilerplate |
| Use Cases | Complex forms, validation | Simple forms, existing integrations |
| Default Values | Set through state | Set through `defaultValue` attribute |
---
## 5. When to Use Controlled vs. Uncontrolled Components
### Controlled Components:
- **Form Validation:** When you need to validate user input in real-time.
- **Complex Forms:** When forms require conditional rendering or interdependent inputs.
- **Immediate Feedback:** When user interactions need to update the UI immediately.
### Uncontrolled Components:
- **Simple Forms:** For basic forms where validation and interactivity are minimal.
- **Third-Party Integrations:** When integrating with libraries or frameworks that handle their own form logic.
- **Less Overhead:** When simplicity and minimal state management are desired.
---
## 6. Best Practices for Using Controlled and Uncontrolled Components
### Best Practices for Controlled Components:
1. **State Management:** Keep state as simple and minimal as possible.
2. **Performance Optimization:** Avoid excessive re-renders by using techniques like memoization and shouldComponentUpdate.
3. **Form Validation:** Centralize validation logic to maintain consistency.
4. **Modular Code:** Break down large forms into smaller, manageable components.
### Best Practices for Uncontrolled Components:
1. **Use Refs Wisely:** Ensure refs are used appropriately to avoid accessing the DOM too frequently.
2. **Default Values:** Utilize `defaultValue` for setting initial values without relying on state.
3. **Minimal State:** Only use uncontrolled components for forms that do not require complex state management.
---
## 7. Common Pitfalls and How to Avoid Them
### Pitfalls in Controlled Components:
1. **Excessive State Updates:** Frequent state updates can lead to performance issues. Optimize state management and minimize re-renders.
2. **Complex State Logic:** Avoid overly complex state logic by breaking it down into smaller, reusable functions or hooks.
### Pitfalls in Uncontrolled Components:
1. **Inconsistent State:** Relying on the DOM for state can lead to inconsistencies, especially in complex forms.
2. **Limited Validation:** Uncontrolled components are harder to validate, making it challenging to provide real-time feedback.
---
## 8. Conclusion
Understanding the differences between controlled and uncontrolled components in React.js is crucial for developing efficient and maintainable applications. Controlled components offer a more predictable and manageable approach to form handling, making them ideal for complex forms and real-time validation. Uncontrolled components, on the other hand, provide simplicity and ease of integration, making them suitable for basic forms and third-party integrations.
By leveraging the strengths of each type of component and following best practices, developers can create robust, user-friendly forms that enhance the overall user experience. Whether you choose controlled or uncontrolled components, the key is to understand their use cases and apply them appropriately in your projects.
---
## 💰 You can help me by Donating
[](https://buymeacoffee.com/dk119819)
| raajaryan |
1,898,394 | How to Extract Table From PDF in Python | How to Extract Tables from PDF in Python - Full Tutorial Create or open a Python project... | 0 | 2024-06-24T05:03:17 | https://dev.to/mhamzap10/how-to-extract-table-from-pdf-in-python-45ek | python, ironpdf, softwaredevelopment, webdev | ##How to Extract Tables from PDF in Python - Full Tutorial
1. Create or open a Python project to begin.
2. Install the IronPDF library using pip.
3. Load the PDF file you want to extract data from.
4. Extract text from the PDF file.
5. Filter and extract tabular data from the extracted text.
Extracting tables from [PDFs](https://www.adobe.com/acrobat/about-adobe-pdf.html) can be challenging due to the lack of a standardized structure in PDF documents. However, with the help of libraries like [IronPDF](https://ironpdf.com/python/), we can efficiently extract tables and data from PDFs. IronPDF is a powerful tool that allows developers to manipulate and read PDF files easily.
In this tutorial, we'll walk through the steps to extract tables from PDFs using IronPDF in [Python](https://www.python.org/). We'll cover the installation process, basic usage, and a practical example to extract tables from a sample PDF.
##IronPDF for Python:
[IronPDF](https://ironpdf.com/python/) is a robust and versatile Python library designed to handle a wide range of PDF manipulation tasks, including the [creation](https://ironpdf.com/python/examples/using-html-to-create-a-pdf/), [editing](https://ironpdf.com/python/examples/editing-pdfs/), and [extraction](https://ironpdf.com/python/examples/extract-pdf-text/) of content. It boasts features such as converting [HTML to PDF](https://ironpdf.com/python/examples/file-to-pdf/), [merging multiple PDFs](https://ironpdf.com/python/examples/merge-pdfs/), [adding watermarks](https://ironpdf.com/python/examples/pdf-watermarking/), and extracting [text](https://ironpdf.com/python/examples/extract-pdf-text/) and [images](https://ironpdf.com/python/examples/extract-pdf-image/) with precision. One of its standout capabilities is the ability to maintain the integrity and formatting of complex PDF documents during manipulation. Ideal for generating reports, archiving web pages, and automating document workflows, IronPDF streamlines PDF-related processes, saving time and enhancing productivity. Its comprehensive API and ease of integration into Python projects make it a valuable tool for developers seeking to manage PDFs efficiently and effectively.
##Step By Step Tutorial:
Let's begin a step-by-step tutorial for extracting tabular data from a PDF file.
###Step # 1: Create or Open Python Project:
The first step is to create a Python Project or open an existing one in your favorite IDE. I am using Microsoft Visual Studio 2022. You may use any as per your preference. The process will remain the same for each IDE.

###Step # 2: Install IronPDF Library:
Next, you need to install the IronPDF library. You can do this via pip. Note that IronPDF requires a .NET runtime to be installed on your machine.
```
pip install IronPDF
```
###Step # 3: Extract Text from PDF File:
To extract tabular data from a PDF using IronPDF in Python, the first essential step is to extract all the text from the PDF. This extracted text can then be filtered to isolate and process the table data. In the following code snippet, we demonstrate how to load a PDF document, apply a license key, and extract all the text content using IronPDF. This foundational step is crucial for further processing to identify and Table Extraction from the document.
The following PDF File is used in this tutorial.

```
from ironpdf import *
# Apply your license key
License.LicenseKey = "IRONSUITE.ABC.TRIAL-G43TTA.TRIAL.EXPIRES.20.MAY.2025"
# Load a PDF File
pdf = PdfDocument("TabularData.pdf") # File Location
# Extract all text from the PDF
text = pdf.ExtractAllText();
print(text)
```
This Python code starts by importing the necessary components from the IronPDF library. It then sets the license key to enable full functionality. The PdfDocument class is used to load a PDF file named "TabularData.pdf". Finally, the ExtractAllText method is called to retrieve all the text content from the PDF, which is then printed to the console. This initial extraction is critical as it provides the raw text data from which PDF tables can be subsequently identified and processed.

###Step # 4: PDF Table Extraction from Extracted Text Content
To further refine the extraction of tabular data from a PDF, we need to filter out irrelevant lines and focus on the ones that likely contain the table data. The following Python code demonstrates how to split the extracted text into individual lines and then filter these lines based on the presence of a period (.), which is typically not found in table data. This helps in isolating potential table rows from the complete text extraction. Once isolated, this data can be easily converted to an Excel file for better analysis and storage.
```
# Split the extracted text by newline characters
text_list = text.split("\n")
# Iterate through each item in the text list
for text_item in text_list:
# If the item contains a period, skip it
if '.' in text_item:
continue
else:
# Print the item
print(text_item)
```
This code starts by splitting the extracted text into separate lines using the newline character as a delimiter. It then iterates through each line, checking for the presence of a period. Lines containing periods are skipped, while the remaining lines are printed. This process effectively isolates lines that are more likely to contain table data, streamlining the task of identifying and extracting relevant information from the PDF.

###Extracting Tabular Data from Scanned PDF Pages
Consider a scenario where you have multiple PDF pages containing scanned images of documents, and you need to extract tabular data from these pages and save it to an Excel file. In such cases, Optical Character Recognition (OCR) can be used to convert scanned images into text, and then the above method can be applied to isolate and extract table data.
Here’s an example to handle such a case:
####Perform OCR on Scanned Images:
Use a library like [IronOCR](https://ironsoftware.com/csharp/ocr/) to perform OCR on [scanned images](https://ironsoftware.com/csharp/ocr/how-to/input-images/) within the PDF.
####Extract Text and Filter Table Data:
Use the same technique as above to split the text and filter out the table data.
####Save Data to an Excel File:
Use [IronXL](https://ironsoftware.com/python/excel/) to save the filtered data to an [Excel file](https://ironsoftware.com/python/excel/examples/create-excel-spreadsheet/).
##Conclusion:
Extracting tables from PDFs in Python using IronPDF is a robust and efficient way to manage and manipulate PDF content. By following the steps outlined in this tutorial, you can easily extract text from PDFs, filter out irrelevant content, and isolate tabular data for further processing. This approach is particularly useful for digitizing data from documents, generating reports, and automating document workflows. Additionally, integrating OCR capabilities for scanned PDFs and saving the data to Excel files expands the range of applications for IronPDF, making it an invaluable tool for developers working with complex PDF documents.
IronPDF offers [a free trial](https://ironpdf.com/python/#trial-license) period, allowing you to evaluate its capabilities before making a purchase, for those who require extended features and support, purchasing a [license](https://ironpdf.com/python/licensing/) is necessary. [IronSuite](https://ironsoftware.com/), the comprehensive product suite from IronSoftware, includes IronPDF along with other powerful tools like [IronOCR](https://ironsoftware.com/csharp/ocr/) and [IronXL](https://ironsoftware.com/python/excel/). By [purchasing](https://ironsoftware.com/suite/#view-suite-licensing) the complete IronSuite, you can get a significant discount and access a wide range of functionalities for handling PDFs, OCR tasks, and Excel automation. This suite of products is designed to enhance productivity and streamline your document management workflows. | mhamzap10 |
1,898,089 | Signalize.js - Introduction to Modular Javascript Framework | Signalize is a client-side JavaScript framework designed for swift web development with minimal... | 27,833 | 2024-06-24T05:00:00 | https://dev.to/machy8/signalizejs-introduction-to-modular-javascript-framework-49oh | javascript, webdev, beginners, programming | [Signalize](https://signalizejs.com) is a client-side JavaScript framework designed for swift web development with minimal JavaScript.
**Signalize:**
- Leverages modern **ES modules** and **import maps**.
- Imports only a small **2 KB core**, allowing **you to decide what to import and when**.
The goal is to provide functionality similar to modern frameworks like Vue, Svelte, Solid, and Qwik, but with minimal JavaScript, the smallest possible learning curve, a simple codebase, no dependencies, and no need for a JavaScript backend.
## Signalize in a Nutshell
Let's start with a simple example of how Signalize works:
- [Signalize](https://signalizejs.com) is split into several JavaScript modules.
- Each module provides different functionality.
- To use Signalize, you need to define an import map first.
- Then, you import the core and create a new Signalize instance.
- This new instance will provide you with the `resolve` function for loading modules.
- Every time you need some functionality, you import it using the resolve function.
- Signalize internally reuses modules and automatically loads dependencies in the correct order to keep the framework small.
```html
<!-- 1. Configure the importmap -->
<script type="importmap">
{
"imports": {
"signalizejs": "https://cdn.jsdelivr.net/npm/signalizejs@latest/+esm",
"signalizejs/mutation-observer": "https://cdn.jsdelivr.net/npm/signalizejs@latest/mutation-observer/+esm",
"signalizejs/dom/ready": "https://cdn.jsdelivr.net/npm/signalizejs@latest/dom/ready/+esm",
"signalizejs/event": "https://cdn.jsdelivr.net/npm/signalizejs@latest/event/+esm"
}
}
</script>
<script type="module">
// 2. Import the Signalize core
import Signalize from 'signalizejs';
// 3. Create a new Signalize instance
const { resolve } = new Signalize();
// 4.1 Resolve the Event module because we need the "on" function
// 4.2 The Event module will automatically import the Mutation Observer module
const { on } = await resolve('event', 'dom/ready');
// 5. Use the on function
on('dom:ready', () => alert('Hello World!'));
</script>
```
## The Ecosystem
The [Signalize](https://signalizejs.com) ecosystem currently contains 25 modules focused on solving web development problems such as reactivity, web components, Ajax, SPA, error logging, and various utilities. The number of modules will definitely grow.
Here is a list of a few of them:
- **Signals & Reactivity**: [signal](https://signalizejs.com/docs/modules/signal), [bind](https://signalizejs.com/docs/modules/bind)
- [Directives](https://signalizejs.com/docs/modules/directives)
- [Web Components](https://signalizejs.com/docs/modules/component)
- [SPA](https://signalizejs.com/docs/modules/spa)
- [Dialogs](https://signalizejs.com/docs/modules/dialog)
- [Logger](https://signalizejs.com/docs/modules/logger)
- **Web Perf**: [Task](https://signalizejs.com/docs/modules/task)
- **Utils**: [Ajax](https://signalizejs.com/docs/modules/ajax)
## The Mindset
The basic idea is to import only what you need. Not everything needs to be a complex app with tons of features:
- **I need some simple reactivity**: Use the [Signals](https://signalizejs.com/docs/modules/signal) and [Binding](https://signalizejs.com/docs/modules/bind) modules.
- **I have a carousel with dynamic products**: Use the [Ajax](https://signalizejs.com/docs/modules/ajax) module and manually redraw [Snippets](https://signalizejs.com/docs/modules/snippets).
- **I need reusable components**: Use [Web Components](https://signalizejs.com/docs/modules/component)
- **I need more complex forms**: Import [Directives](https://signalizejs.com/docs/modules/directives)
- **I want to turn my website into an SPA**: Add the [SPA](https://signalizejs.com/docs/modules/spa) module.
### A simple example with Signals & Reactivity.
[You can edit this example in the playground](https://signalizejs.com/playground?code=%3Cbutton%3E%0A%20%20Count%3A%20%3Cspan%3E%3C%2Fspan%3E%0A%3C%2Fbutton%3E%0A%0A%3Cscript%20type%3D%22importmap%22%3E%0A%7B%0A%20%20%22imports%22%3A%20%7B%0A%20%20%20%20%22signalizejs%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2F%2Besm%22%2C%0A%20%20%20%20%22signalizejs%2Fbind%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2Fbind%2F%2Besm%22%2C%0A%20%20%20%20%22signalizejs%2Fevent%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2Fevent%2F%2Besm%22%2C%0A%20%20%20%20%22signalizejs%2Fmutation-observer%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2Fmutation-observer%2F%2Besm%22%2C%0A%20%20%20%20%22signalizejs%2Fscope%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2Fscope%2F%2Besm%22%2C%0A%20%20%20%20%22signalizejs%2Fsignal%22%3A%20%22https%3A%2F%2Fcdn.jsdelivr.net%2Fnpm%2Fsignalizejs%2Fsignal%2F%2Besm%22%0A%20%20%7D%0A%7D%0A%3C%2Fscript%3E%0A%0A%3Cscript%20type%3D%22module%22%20defer%3E%0A%09import%20Signalize%20from%20'signalizejs'%3B%0A%0A%09const%20%7B%20resolve%20%7D%20%3D%20new%20Signalize()%3B%0A%0A%09%2F%2F%20You%20code%20goes%20here%0A%09const%20%7B%20signal%2C%20bind%20%7D%20%3D%20await%20resolve('signal'%2C%20'bind')%3B%0A%0A%20%20%20%20const%20number%20%3D%20signal(0)%3B%0A%20%20%20%20%0A%20%20%20%20document.querySelector('button').addEventListener('click'%2C%20()%20%3D%3E%20number(number()%20%2B%201))%3B%0A%20%20%20%20bind(document.querySelector('span')%2C%20%7B%20text%3A%20number%20%7D)%3B%0A%3C%2Fscript%3E)
```html
<button>
Count: <span></span>
</button>
<script type="importmap">
{
"imports": {
"signalizejs": "https://cdn.jsdelivr.net/npm/signalizejs/+esm",
"signalizejs/bind": "https://cdn.jsdelivr.net/npm/signalizejs/bind/+esm",
"signalizejs/event": "https://cdn.jsdelivr.net/npm/signalizejs/event/+esm",
"signalizejs/mutation-observer": "https://cdn.jsdelivr.net/npm/signalizejs/mutation-observer/+esm",
"signalizejs/scope": "https://cdn.jsdelivr.net/npm/signalizejs/scope/+esm",
"signalizejs/signal": "https://cdn.jsdelivr.net/npm/signalizejs/signal/+esm"
}
}
</script>
<script type="module" defer>
import Signalize from 'signalizejs';
const { resolve } = new Signalize();
// You code goes here
const { signal, bind } = await resolve('signal', 'bind');
const number = signal(0);
document.querySelector('button').addEventListener(
'click',
() => number(number() + 1)
);
bind(document.querySelector('span'), { text: number });
</script>
```
## A simple example with Astro.build
Do you like Astro.build? It converts JavaScript into ES modules, so Signalize works very well with Astro. I wrote a guide on [how to use Signalize in Astro](https://signalizejs.com/docs/installation/astro).
Bellow is a simplified example:
**1 - Install Signalize:**
```
npm i signalizejs
```
**2 - Create `src/assets/layout.js`**
```js
import Signalize from 'signalizejs';
export const signalize = new Signalize();
```
**3 - Create `src/layouts/main.astro`**
```html
---
// 1. Get signalizejs url
import signalize from 'signalizejs?url';
// 2. Get event module url. This applies for all modules you will need.
import eventModuleUrl from 'signalizejs/event?url';
// 3. Define importmap
const importMap = JSON.stringify({
imports: {
// 4. Configure necessary modules
'signalizejs/event': eventModuleUrl,
// Other modules you need
}
});
---
<html>
<head>
<!-- 5. Embed the import map -->
<script type="importmap" :html={importMap}></script>
<!-- 6. Create a global Signalize instance -->
<script>
import "../assets/layout.js";
</script>
</head>
<body>
<slot />
</body>
</html>
```
**4 - Create `src/pages/index.astro`**
```html
---
// src/pages/index.astro
import MainLayout from '../layouts/main.astro';
---
<MainLayout>
<script>
import { signalize } from '../assets/layout.js';
const { on } = await signalize.resolve('event');
</script>
</MainLayout>
```
## Let me know what you think!
If you like the idea, let me know by [starring the Signalize repo](https://github.com/signalizejs/signalize).
I welcome any feedback because Signalize is a new library and there is definitely room for improvement. 🙂
## Stay in Touch!
I plan to write about the reactivity inspired by Solid and Angular Signals, the bindings and directives inspired by Svelte, and the ES module loader for dependency injection inspired by Qwik's loader.
If you want to get inspired for your next project or learn something new, it's a great place to start.
---
- [@signalizejs](https://twitter.com/signalizejs)
- [Signalizejs.com](https://signalizejs.com)
- [Signalize Discord](https://discord.gg/V82TvAVRKY)
- [Signalize Repo](https://github.com/signalizejs/signalize)
- [@8machy](https://twitter.com/8machy)
| machy8 |
1,873,267 | The Clean Coder, a Better Book Recommendation | I bet you have been told to read "Clean Code" by Uncle Bob. Even I declare myself guilty of... | 27,567 | 2024-06-24T05:00:00 | https://dev.to/canro91/the-clean-coder-a-better-book-recommendation-2p4f | career, careerdevelopment, books, beginners | I bet you have been told to read "Clean Code" by Uncle Bob.
Even I declare myself guilty of recommeding it too.
The Clean Code is a good starting point. Don't take me wrong. I read it and studied. And you should too.
But I prefer and recommend another one in the "Clean" series: **The Clean Coder**.
"The Clean Coder" isn't about programming. It's about the professional practice of programming. It covers everything from what professionalism is to testing strategies, pressure, and time management.
These are four valuable lessons from "The Clean Coder":
1. Estimates aren't a single number of days, but a range.
2. You don't have to say yes to everything. But you should find a creative way to make a yes possible.
3. There is no "trying." Say no and offer a trade-off. An "I will try" is taken as yes and people expect outcomes.
4. It could consider unprofessional not to use Test-Driven Development
But if I could summarize the whole book into a single quote, it would be this:
"_Your career is your responsibility, not your employer's_"
***
_Hey, there! I'm Cesar, a software engineer and lifelong learner. Visit my [Gumroad page](https://imcsarag.gumroad.com) to download my ebooks and check my courses._ | canro91 |
1,898,393 | Mastering Advanced Array Methods in JavaScript: Unlock the Full Potential of Your Code | Introduction JavaScript arrays come equipped with a powerful suite of methods that can... | 0 | 2024-06-24T04:58:03 | https://dev.to/delia_code/mastering-advanced-array-methods-in-javascript-unlock-the-full-potential-of-your-code-1ipc | ### Introduction
JavaScript arrays come equipped with a powerful suite of methods that can streamline your code and elevate your programming efficiency. In this guide, we'll dive into the advanced array methods that every JavaScript developer should master. By the end, you'll understand how to harness these methods to write cleaner, more efficient, and more expressive code.
### Understanding the Basics
Before we delve into the advanced methods, let's quickly recap the fundamentals. Arrays in JavaScript are used to store multiple values in a single variable. They provide a range of methods for adding, removing, and manipulating elements. Understanding these basics will serve as a foundation for exploring more complex methods.
### Advanced Array Methods
#### 1. **Array.prototype.map()**
**What It Does:**
Creates a new array populated with the results of calling a provided function on every element in the calling array.
**Syntax:**
```javascript
const newArray = array.map(callback(element[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const doubled = numbers.map(num => num * 2);
console.log(doubled); // Output: [2, 4, 6, 8]
```
The `map()` method applies the given function to each element of the array and returns a new array with the results. This is useful for transforming data without modifying the original array.
#### 2. **Array.prototype.filter()**
**What It Does:**
Creates a new array with all elements that pass the test implemented by the provided function.
**Syntax:**
```javascript
const newArray = array.filter(callback(element[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const even = numbers.filter(num => num % 2 === 0);
console.log(even); // Output: [2, 4]
```
The `filter()` method creates a new array with all elements that pass the test defined in the callback function. This is useful for extracting a subset of elements from an array.
#### 3. **Array.prototype.reduce()**
**What It Does:**
Executes a reducer function (that you provide) on each element of the array, resulting in a single output value.
**Syntax:**
```javascript
const result = array.reduce(callback(accumulator, currentValue[, index[, array]])[, initialValue])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const sum = numbers.reduce((total, num) => total + num, 0);
console.log(sum); // Output: 10
```
The `reduce()` method applies a function against an accumulator and each element in the array (from left to right) to reduce it to a single value. It’s powerful for calculations and aggregations.
#### 4. **Array.prototype.find()**
**What It Does:**
Returns the value of the first element in the provided array that satisfies the provided testing function.
**Syntax:**
```javascript
const found = array.find(callback(element[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const found = numbers.find(num => num > 2);
console.log(found); // Output: 3
```
The `find()` method returns the first element that passes the test defined in the callback function. It’s useful for quickly finding a specific element in an array.
#### 5. **Array.prototype.some()**
**What It Does:**
Tests whether at least one element in the array passes the test implemented by the provided function.
**Syntax:**
```javascript
const result = array.some(callback(element[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const hasEven = numbers.some(num => num % 2 === 0);
console.log(hasEven); // Output: true
```
The `some()` method checks if at least one element in the array satisfies the condition specified in the callback function. It’s useful for validation and checks.
#### 6. **Array.prototype.every()**
**What It Does:**
Tests whether all elements in the array pass the test implemented by the provided function.
**Syntax:**
```javascript
const result = array.every(callback(element[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const allEven = numbers.every(num => num % 2 === 0);
console.log(allEven); // Output: false
```
The `every()` method tests whether all elements in the array pass the test implemented by the provided function. It’s useful for ensuring all elements meet a certain condition.
#### 7. **Array.prototype.flat()**
**What It Does:**
Creates a new array with all sub-array elements concatenated into it recursively up to the specified depth.
**Syntax:**
```javascript
const newArray = array.flat(depth)
```
**Example:**
```javascript
const arr = [1, 2, [3, 4, [5, 6]]];
const flattened = arr.flat(2);
console.log(flattened); // Output: [1, 2, 3, 4, 5, 6]
```
The `flat()` method creates a new array with all sub-array elements concatenated into it recursively up to the specified depth. This is useful for flattening nested arrays.
#### 8. **Array.prototype.flatMap()**
**What It Does:**
First maps each element using a mapping function, then flattens the result into a new array.
**Syntax:**
```javascript
const newArray = array.flatMap(callback(currentValue[, index[, array]])[, thisArg])
```
**Example:**
```javascript
const arr = [1, 2, 3];
const result = arr.flatMap(num => [num, num * 2]);
console.log(result); // Output: [1, 2, 2, 4, 3, 6]
```
The `flatMap()` method first maps each element using a mapping function, then flattens the result into a new array. It’s useful for combining mapping and flattening into a single step.
#### 9. **Array.prototype.includes()**
**What It Does:**
Determines whether an array includes a certain value among its entries, returning true or false.
**Syntax:**
```javascript
const result = array.includes(valueToFind[, fromIndex])
```
**Example:**
```javascript
const numbers = [1, 2, 3, 4];
const includesThree = numbers.includes(3);
console.log(includesThree); // Output: true
```
The `includes()` method checks if an array contains a certain value among its entries. It’s useful for existence checks.
#### 10. **Array.prototype.sort()**
**What It Does:**
Sorts the elements of an array in place and returns the sorted array. The default sort order is according to string Unicode code points.
**Syntax:**
```javascript
array.sort([compareFunction])
```
**Example:**
```javascript
const numbers = [4, 2, 3, 1];
numbers.sort((a, b) => a - b);
console.log(numbers); // Output: [1, 2, 3, 4]
```
The `sort()` method sorts the elements of an array in place and returns the sorted array. By default, it sorts elements as strings, but you can provide a custom compare function.
Mastering these advanced array methods can significantly enhance your JavaScript programming skills, allowing you to write more efficient, readable, and maintainable code. Each method offers unique advantages for manipulating and processing arrays, from transforming data with map() and reduce() to filtering and searching with filter() and find(). Understanding their time and space complexities helps you choose the most appropriate method for your specific needs. By integrating these powerful tools into your development workflow, you’ll be well-equipped to tackle complex data transformations and optimizations with confidence. Happy coding! | delia_code | |
1,898,392 | Exploring the Innovations of Xintuo New Energy Co., Ltd. | Innovations in Xintuo New Energy Co., Ltd Wonder what new inventions in the energy sector are. Ever... | 0 | 2024-06-24T04:53:47 | https://dev.to/homabdj_eopijd_2ec5785576/exploring-the-innovations-of-xintuo-new-energy-co-ltd-2d3c | design | Innovations in Xintuo New Energy Co., Ltd
Wonder what new inventions in the energy sector are. Ever heard of the Xintuo New Energy Co, Ltd.? The company has been changing the world through innovation that seeks to secure everybody's future. Read on to get insight into Xintuo's advantages, innovation, safety, use, service, quality, and application.
Advantages of Xintuo New Energy Co., Ltd.
Knowing that it is one of the leaders in energies has its benefits for a consumer. First of all, high quality and long life make the products of the company reliable in terms of operation. You will know you are getting top performance and efficiency available on the market with Xintuo. Second, it has regard for the environment where Xintuo reduces emissions and wastes that prove the firmed-up Smart Energy Meter products secure to the health of the planet in giving future sustainability. Xintuo would provide access to cost-effective solutions at very low competitive prices. Through this, everyone can enjoy the benefit of using products and services from Xintuo without breaking one's bank.
Innovations of Xintuo New Energy Co., Ltd.
At Xintuo, innovation is the first strategy. The ability to manufacture leading-edge technologies ahead of competition is given to the corporation through massive investments in research and development. This it does by collaborating with experts in the energy area, giving way to new breakthroughs and ideas. Some of the newest innovative products that Xintuo is offering to the customers are solar panels, energy storage systems, electric vehicles, and many more. All these have undergone upgrading from time to time to have better performances and safety for customer's purposes.
Safety of Xintuo New Energy Co., Ltd.
The Company is serious and concerned about the safety within its production. That's why the company carefully checks and evaluates each product before it goes to the market. Xintuo ensures top-quality materials and equipment in its safe and reliable products. More importantly, Xintuo attaches maximum safety guidelines on how one can use and care for all products safely. Notably, in case of any queries related to safety, one is always at liberty to seek technical advice from the highly professionalized team at Xintuo.
Uses of Xintuo New Energy Co., Ltd.
Xintuo New Energy Co., Ltd. offers supplies of many products designed for various purposes. For example, the photovoltaic or solar panels are majorly used in bringing electricity into homes and business institutions by reducing over-reliance on regular sources of power. The company's energy storage Din Rail Energy Meter systems store excess energy harnessed through a solar panel or a wind turbine system and provide backup in case there is a power outage. Indeed, the electric vehicles from Xintuo become greatly demanded by cities bothered about local pollution and congestion. Their products thus represent quite a convenience and practical solution toward a greener lifeline for one and all.
Usage of Products of Xintuo New Energy Co., Ltd.
This is Complemented by a clearly detailed manual on how each product of Xintuo New Energy Co., Ltd. is to be installed, operated, and serviced. For example, solar panels need to be mounted either in a roof mount or in a ground mount with respect toward the sun's orientation. The energy storage systems are either plugged into or run off-grid from a grid-tied solar system. You are at liberty to charge your Xintuo electric vehicle either at home or any public charging station. Leave all your queries and other service-related issues to the customer service team of Xintuo.
Service and Quality in Xintuo New Energy Co., Ltd.
Well, on the issues of service and quality, so Xintuo New Energy Co., Ltd. remains one of the best. The firm struggles to offer various services to all clients in whichever way possible. There is a team of experts always ready to advise, and troubleshoot even the simplest of issues. Of all, the quality of products from Xintuo is in conformation to the highest standards set out, appropriately backed by comprehensive warranties on their performance. At Xintuo, we deliver a premium product and service it over the course of its life cycle.
Apartment of Xintuo New Energy Co., Ltd.
Xintuo New Energy Co., Ltd. offers any industry-based products that range from residential to enterprise applications. From solar panels to energy storage sMechanical Energy Meter ystems, every house was enabled to get an effective costing cut on energy bills and reduce carbon footprints. Companies design high-performance solar panels and battery systems so that businesses have reliable energy at a lower cost. Electric vehicles are ideal for inner-city commutes: none polluting, no traffic congestion. On this line, it would therefore have countless applications for Xintuo products, all German-engineered to fit every need or application.
| homabdj_eopijd_2ec5785576 |
1,898,391 | DOM Selection with Custom Function | Objective: Create and use a custom function to select DOM elements similar to how jQuery's $ function... | 0 | 2024-06-24T04:50:30 | https://dev.to/__khojiakbar__/dom-selection-with-custom-function-199c | custom, dom, selection, javascript | **Objective:**
Create and use a custom function to select DOM elements similar to how jQuery's **$** function works.
**Explanation:**
We'll define a function named **$** that uses **document.querySelector** to select an element based on a CSS selector.
**Code Example:**
Here's the HTML and JavaScript needed to create and use the custom **$** function.
####**HTML:**
```
<!DOCTYPE html>
<html>
<head>
<title>DOM Selection Example</title>
</head>
<body>
<button id="submit-btn">Submit</button>
<div class="card">Card Content</div>
<input type="text" class="form" placeholder="Enter text">
<div class="space">Space Content</div>
<script src="script.js"></script>
</body>
</html>
```
####**JavaScript (script.js):**
```
// Define the custom $ function
function $(selector) {
return document.querySelector(selector);
}
// Select elements using the custom $ function
const submitBtn = $('#submit-btn'),
card = $('.card'),
formInput = $('.form'),
space = $('.space');
// Log the selected elements to the console
console.log(submitBtn); // Output: <button id="submit-btn">Submit</button>
console.log(card); // Output: <div class="card">Card Content</div>
console.log(formInput); // Output: <input type="text" class="form" placeholder="Enter text">
console.log(space); // Output: <div class="space">Space Content</div>
```
**Steps:**
**1. Define the Custom Function:**
Create a function named **$** that takes a selector as a parameter.
Use **document.querySelector** inside the function to return the selected element.
```
function $(selector) {
return document.querySelector(selector);
}
```
**2. Select Elements:**
Use the **$** function to select elements from the DOM.
Pass a CSS selector (e.g., **'#submit-btn'**, **'.card'**) as the argument to the **$** function.
```
const submitBtn = $('#submit-btn'),
card = $('.card'),
formInput = $('.form'),
space = $('.space');
```
####**3. Log the Selected Elements:**
Log the selected elements to the console to verify that they have been correctly selected.
```
console.log(submitBtn); // Output: <button id="submit-btn">Submit</button>
console.log(card); // Output: <div class="card">Card Content</div>
console.log(formInput); // Output: <input type="text" class="form" placeholder="Enter text">
console.log(space); // Output: <div class="space">Space Content</div>
```
By defining a custom **$** function, you can simplify the process of selecting DOM elements, making your code cleaner and more readable. This approach is especially useful if you are familiar with jQuery and want similar functionality in vanilla JavaScript.
| __khojiakbar__ |
1,893,851 | Do you know how the delivery of assets works in your Rails 7 app? | Have you ever struggled to understand how your Rails application delivers assets? If yes then this... | 0 | 2024-06-24T04:48:48 | https://dev.to/iamak/do-you-know-how-the-delivery-of-assets-works-in-your-rails-7-app-fli | ruby, rails, webdev, tutorial | Have you ever struggled to understand how your Rails application delivers assets? If yes then this blog post is for you. come let's get into it.
## So what are assets in the context of a web app?
Assets in your application are supplementary files that the browser requests after the initial chunk of HTML is loaded. These assets include CSS stylesheets, JavaScript files, images, videos, and more.
## What is the Asset Pipeline?
The asset pipeline provides a framework to handle the delivery of JavaScript and CSS assets.
When you create a new rails app using below command:
`rails new my-demo-app`
By default, you will get **sprockets-rails** for CSS and **importmap-rails** for JavaScript processing. You can find these gems in your Gemfile.
## Features of Asset Pipeline
- Adding **fingerprints** to the assets, so that the file is cached by the web browser and CDN.
For example, If your app has a stylesheet named navbar.css. It will insert a SHA256 fingerprint to that file like below.
`navbar-908e25f4bf641868d8683022a5b62f54.css`
You can invalidate the cache by altering this fingerprint, which happens automatically whenever you change the file contents.
- JavaScript processing using **import maps**.
- Concatenate all CSS files into one main **.css** file, which is then minified or compressed.
- It allows coding assets via a higher-level language for CSS.
## Import maps:
Import maps let you import JavaScript modules using logical names that map to versioned/digested files – directly from the browser.
**Enough of theory, let's dive into a simple example to see how it works all together**
Create one new rails app using the below commands, If not created already.
```
rails new my-demo-app
cd my-demo-app
rails s
```
Now in our new application, we are going to add bootstrap library.
Importmaps provide a way to pin JavaScript modules and load them in your application directly from a CDN or locally.
Adding bootstrap and popperjs using jspm cdn link.
`config/importmap.rb:`
```ruby
# Pin npm packages by running ./bin/importmap
pin "application"
pin "@hotwired/turbo-rails", to: "turbo.min.js"
pin "@hotwired/stimulus", to: "stimulus.min.js"
pin "@hotwired/stimulus-loading", to: "stimulus-loading.js"
pin_all_from "app/javascript/controllers", under: "controllers"
pin "bootstrap", to: "https://ga.jspm.io/npm:bootstrap@5.3.3/dist/js/bootstrap.esm.js"
pin "@popperjs/core", to: "https://ga.jspm.io/npm:@popperjs/core@2.11.8/lib/index.js"
```
We can add any npm packages using the below command as well, for eg.
`bin/importmap pin react react-dom`
vendor/javascript folder is the place where downloaded JS packages would be stored.
Then, import the package into your application.js as usual
`app/javascript/application.js:`
```ruby
// Configure your import map in config/importmap.rb. Read more: https://github.com/rails/importmap-rails
import "@hotwired/turbo-rails"
import "controllers"
import "bootstrap"
import "@popperjs/core"
```
To add bootstrap css into our app, copy all the code from [bootstrap cdn](https://ga.jspm.io/npm:bootstrap@5.3.3/dist/css/bootstrap.css) then create one new file **bootstrap.css** under **vendor/css** folder and paste in it. Now we need to add this to our asset load path.
`config/initializers/assets.rb:`
```ruby
# Be sure to restart your server when you modify this file.
# Version of your assets, change this if you want to expire all your assets.
Rails.application.config.assets.version = "1.0"
# Add additional assets to the asset load path.
Rails.application.config.assets.paths << Rails.root.join("vendor", "css")
# Precompile additional assets.
# application.js, application.css, and all non-JS/CSS in the app/assets
# folder are already added.
# Rails.application.config.assets.precompile += %w( admin.js admin.css )
```
Then rename application.css to application.scss and import bootstrap there like below.
`app/assets/stylesheets/application.scss:`
```ruby
/*
* This is a manifest file that'll be compiled into application.css, which will include all the files
* listed below.
*
* Any CSS (and SCSS, if configured) file within this directory, lib/assets/stylesheets, or any plugin's
* vendor/assets/stylesheets directory can be referenced here using a relative path.
*
* You're free to add application-wide styles to this file and they'll appear at the bottom of the
* compiled file so the styles you add here take precedence over styles defined in any other CSS
* files in this directory. Styles in this file should be added after the last require_* statement.
* It is generally better to create a new file per style scope.
*
*= require_tree .
*= require_self
*/
@import "bootstrap";
```
application.scss serves as the starting point where you import all the other stylesheets that make up our application's styles.
Sprockets on its own is not able to transpile the Sass into CSS. So we need a sass engine to transpile our sass to regular css. Add this gem in your Gemfile.
`gem 'dartsass-sprockets'`
then run `bundle install` command.
Now uncomment root path line your routes.
`config/routes.rb:`
```ruby
Rails.application.routes.draw do
# Define your application routes per the DSL in https://guides.rubyonrails.org/routing.html
# Reveal health status on /up that returns 200 if the app boots with no exceptions, otherwise 500.
# Can be used by load balancers and uptime monitors to verify that the app is live.
get "up" => "rails/health#show", as: :rails_health_check
# Defines the root path route ("/")
root "posts#index"
end
```
Under **app/controllers** folder, create one new file and paste the below code.
`posts_controller.rb:`
```ruby
class PostsController < ApplicationController
def index
end
end
```
Create one new view file at **app/views/posts** and paste the following html code in it:
`index.html.erb:`
```html
<nav class="navbar navbar-expand-lg navbar-light bg-light">
<div class="container-fluid">
<a class="navbar-brand" href="#">My Blog</a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarNav">
<ul class="navbar-nav ms-auto">
<li class="nav-item">
<a class="nav-link active" aria-current="page" href="#">Home</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#">About</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#">Contact</a>
</li>
</ul>
</div>
</div>
</nav>
<div class="container mt-5">
<div class="row">
<div class="col-md-8">
<div class="blog-post mb-4">
<h2 class="blog-post-title">Blog Post Title 1</h2>
<p class="blog-post-meta">June 23, 2024 by <a href="#">Author</a></p>
<p>This is a paragraph from the first blog post. It contains some interesting content that readers might enjoy.</p>
<hr>
</div>
</div>
<div class="col-md-4">
<div class="p-4 mb-3 bg-light rounded">
<h4 class="fst-italic">About</h4>
<p class="mb-0">This is a simple blog page example using Bootstrap 5.3. Customize it as you like!</p>
</div>
</div>
</div>
</div>
<footer class="blog-footer text-center py-3 bg-light">
<p>Blog template built with <a href="https://getbootstrap.com/">Bootstrap</a>.</p>
</footer>
```
Create one new css file under **app/assets/stylesheets**. This is our custom stylesheet and paste the following css code.
`posts.css:`
```css
body {
font-family: Arial, sans-serif;
}
.navbar-brand {
font-weight: bold;
}
.blog-post-title {
color: #007bff;
margin-bottom: 0.5rem;
}
.blog-post-meta {
color: #6c757d;
margin-bottom: 1rem;
}
.blog-footer {
margin-top: 2rem;
border-top: 1px solid #e5e5e5;
}
.container {
max-width: 960px;
}
h4.fst-italic {
font-style: italic;
}
.p-4 {
padding: 1.5rem !important;
}
.p-4 .list-unstyled {
padding-left: 0;
list-style: none;
}
```
Finally, start our rails server using `rails s` to see things in action.

Now view your page source using Ctrl+U, all your application stylesheets concatenated into one big css file **application.css** and fingerprint is added as well.
Also our npm packages added successfully, see in the `<script type="importmap" data-turbo-track="reload"></script>` tags. The big advantage of this approach is it will eliminate the need for Webpack, yarn, node or any other part of the JavaScript toolchain.
To learn more in detail about [asset pipeline](https://guides.rubyonrails.org/asset_pipeline.html)
Thanks for reading this post, will come back with another way of handling javascript in the rails app.
| iamak |
1,898,390 | AI-Powered Meal Planning Service with Twilio | This is a submission for the Twilio Challenge What I Built A meal planning service that... | 0 | 2024-06-24T04:45:07 | https://dev.to/bytrangle/ai-powered-meal-planning-service-with-twilio-396p | devchallenge, twiliochallenge, ai, twilio | *This is a submission for the [Twilio Challenge ](https://dev.to/challenges/twilio)*
## What I Built
<!-- Share an overview about your project. -->
A meal planning service that takes your meal plan request through WhatsApp messages, and send back your meal plan with recipes and all the important information: recipe url, image and source (the website that created the recipe). All of this achieved with the effortless magic of Twilio.
## Demo
[Source code for my app](https://glitch.com/edit/#!/magical-gold-wavelength)
*Send meal plan request to chatbot*

Receive a reply that says the meal plan has been sent to your given
email address.

Receive your meal plan in the inbox 🥣

Here's how you can try out this app.
<!-- Share a link to your app and include some screenshots here. -->
1. Send a WhatsApp message to number `+14155238886` with code `family-main`. This is Twilio's verified sandbox number.
2. Send a meal plan request in this format: `Your meal plan <your email>`. For example, this message has been tested successfully
`paleo vegan meal plan for 1 week <janedoe@gmail.com>`
Make sure that your message includes the greater than and less than symbols, and your email address is enclosed between them. You can omit "paleo vegan", or change to "x days", where x is a number less than 7, because Edamam only allows a certain number of recipes in each request. I'm only allocated 30 requests per day, so please try the above message once so that many people can enjoy this service.
3. You should get a success message. Wait for your meal plan to arrive in your inbox.
## Twilio and AI
<!-- Tell us how you leveraged Twilio’s capabilities with AI -->
Meal plan is complicated and time-consuming. Each person has a certain preferences and dietary need. Making a meal plan service that can please many different human beings is a near impossible task.
You can look up online meal planning services and most of them will send the same plan to every one, unless you are prepared to pay a premium price.
How about leverage AI to make meal plan more accessible? There's an API on the market that does just that: the [chatbot assistant](https://www.edamam.com/ai-chatbot-assistant/) from Edamam.
A diagram of the communication between WhatsApp user, this app and Edamam.

You don't see the name Twilio in the diagram, because it is the silent magician that does all the plumbing work. It allows me to process WhatsApp messages, respond to WhatsApp users and send helpful emails to them (a really big deal in the age of spams and frauds).
## Additional Prize Categories
*Twilio Times Two*: I used two Twilio APIs, one for WhatsApp and the other for Sendgrid.
*Impactful Innovators*: I believe this online meal planning service will free people from that dreadful question comes every weeknight: What's for dinner?
*Entertaining Endeavors*: On the other hand, this meal planning service is not production ready yet. It may suggest that you have ice cream or rosemary oil for dinner. Besides, many food websites branch out into housekeeping. Occasionally, you may get recipes for furniture polish, or mulled-cider sachets. The Meal Planning API from Edamam is unable to tell if a recipe is safe for human consumption or not. While we wait for the Edamam API to mature, let's treat this app like something lighthearted to lighten up your Sunday blues.
<!-- Does your submission qualify for any additional prize categories (Twilio Times Two, Impactful Innovators, Entertaining Endeavors)? Please list all that apply. -->
<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->
<!-- Don't forget to add a cover image (if you want). -->
<!-- Thanks for participating! → | bytrangle |
1,898,389 | Lifeline Support | This is a submission for the Twilio Challenge What I Built In a world where mental... | 0 | 2024-06-24T04:43:49 | https://dev.to/magodyboy/lifeline-support-19cg | devchallenge, twiliochallenge, ai, twilio | *This is a submission for the [Twilio Challenge ](https://dev.to/challenges/twilio)*
## What I Built
In a world where mental health issues are becoming increasingly prevalent, our mission is to offer a safe, supportive, and non-judgmental space for individuals to share their struggles and receive immediate, compassionate guidance.
I would have liked to have had something like this on hand; some years ago. Also, the inspiration comes from the lyrics of this song: Logic - 1-800-273-8255
Harnessing the capabilities of Flask for our web framework, Twilio for seamless voice and SMS communication, and the advanced language models from OpenAI, I have created a tool that listens, understands, and responds with empathy and care.
**Features:**
1. Real-time voice Emotional Support: Users can reach out at any time by **calling** a dedicated number, where they are greeted by a responsive and empathetic voice ready to listen and help.
2. Supportive and Non-judgmental: Every interaction is crafted to be positive and supportive, creating a safe space for users to open up about their feelings.
3. Summarizing Advice: If a user decides to end the conversation, the chatbot provides a summarized advice via **SMS**, ensuring the user has a tangible reminder of the support received.
The system looks like this, I developed a microservice to handle the real time interaction and logic:

Inside de service, there is a graph of LLMs collaborating to produce a helpful system:

## Demo
[Code](https://github.com/Magody/TwilioLifeLineSupport/tree/main): https://github.com/Magody/TwilioLifeLineSupport/tree/main
{% embed https://drive.google.com/file/d/18sTIw3wWpvZvecz1zeyJX45Z4bKBcRsa/preview %}
{% embed https://drive.google.com/file/d/1BypmvvApB5jOd4fEONuuZum9oe4jl3xp/preview %}
If you want to try it, you probably want to call to: +16183270085. SMSs only are enabled geographically on: Canada, US, Mexico, Ecuador, Colombia, Chile. In https://console.twilio.com/us1/develop/sms/settings/geo-permissions
## Twilio and AI
**Twilio**
A. Voice Communication:
- Voice Calls
- Twilio Voice Response (TwiML): I utilized Twilio’s Voice Response capabilities to handle incoming calls.
B. SMS Communication:
- Sending Summaries: The system uses Twilio to send a summarized SMS containing the key points of the advice provided.
- Follow-Up Messages: Twilio’s SMS service is also used to send follow-up messages, providing additional resources or encouragement as needed.
**AI Integration**
A. Natural Language Processing (NLP):
- Understanding User Input: OpenAI’s language models enable the chatbot to accurately understand and process the user’s spoken words.
- Generating Compassionate Responses: The AI generates responses that are compassionate and empathetic.
B. Context-Aware Conversations:
- Maintaining Continuity: The AI keeps track of the conversation’s context by storing previous interactions in text files.
- Handling Crisis Situations: The AI can recognize when a user might be in crisis and responds with appropriate, comforting messages, encouraging the user to seek professional help if necessary.
## Additional Prize Categories
I think the projects is in the following categories
- Twilio Times Two: The project uses 2+ Twilio APIs (Call, SMS).
- Impactful Innovators: The project drives positive social impact. | magodyboy |
1,898,388 | DOM | Selectors | DOM (Document Object Model) selectors are methods provided by the browser to access elements in an... | 0 | 2024-06-24T04:36:01 | https://dev.to/__khojiakbar__/dom-selectors-4ep3 | dom, selectors, javascript |
> DOM (Document Object Model) selectors are methods provided by the browser to access elements in an HTML document. Here are the primary types of DOM selectors explained with examples:
---
**1. getElementById**
This method selects an element by its unique id attribute.
```
html
Copy code
<!DOCTYPE html>
<html>
<head>
<title>getElementById Example</title>
</head>
<body>
<div id="myDiv">Hello, World!</div>
<script>
var element = document.getElementById('myDiv');
console.log(element.textContent); // Output: Hello, World!
</script>
</body>
</html>
```
---
**2. getElementsByClassName**
This method selects all elements with a specified class name and returns an HTMLCollection (similar to an array, but not exactly).
```
<!DOCTYPE html>
<html>
<head>
<title>getElementsByClassName Example</title>
</head>
<body>
<div class="myClass">Element 1</div>
<div class="myClass">Element 2</div>
<div class="myClass">Element 3</div>
<script>
var elements = document.getElementsByClassName('myClass');
console.log(elements.length); // Output: 3
</script>
</body>
</html>
```
---
**3. getElementsByTagName**
This method selects all elements with the specified tag name.
```
<!DOCTYPE html>
<html>
<head>
<title>getElementsByTagName Example</title>
</head>
<body>
<p>Paragraph 1</p>
<p>Paragraph 2</p>
<p>Paragraph 3</p>
<script>
var elements = document.getElementsByTagName('p');
console.log(elements.length); // Output: 3
</script>
</body>
</html>
```
---
**4. querySelector**
This method returns the first element that matches a specified CSS selector.
```
<!DOCTYPE html>
<html>
<head>
<title>querySelector Example</title>
</head>
<body>
<div class="myClass">Element 1</div>
<div class="myClass">Element 2</div>
<script>
var element = document.querySelector('.myClass');
console.log(element.textContent); // Output: Element 1
</script>
</body>
</html>
```
---
**5. querySelectorAll**
This method returns all elements that match a specified CSS selector as a NodeList (similar to an array).
```
<!DOCTYPE html>
<html>
<head>
<title>querySelectorAll Example</title>
</head>
<body>
<div class="myClass">Element 1</div>
<div class="myClass">Element 2</div>
<div class="myClass">Element 3</div>
<script>
var elements = document.querySelectorAll('.myClass');
elements.forEach(function(element) {
console.log(element.textContent);
});
// Output:
// Element 1
// Element 2
// Element 3
</script>
</body>
</html>
```
**Summary**
**getElementById:** Selects a single element by its id.
**getElementsByClassName:** Selects all elements with a specified class name.
**getElementsByTagName:** Selects all elements with a specified tag name.
**querySelector:** Selects the first element that matches a CSS selector.
**querySelectorAll:** Selects all elements that match a CSS selector.
These methods are fundamental for interacting with the DOM, allowing you to dynamically update content, handle events, and manipulate the structure of your web pages.
| __khojiakbar__ |
1,898,387 | Discover the Exciting World of BDG Game | The BDG Game is a thrilling online gaming platform that offers a variety of fun and challenging... | 0 | 2024-06-24T04:33:11 | https://dev.to/efrghj/discover-the-exciting-world-of-bdg-game-379a | The BDG Game is a thrilling online gaming platform that offers a variety of fun and challenging games. Whether you're a seasoned gamer or just looking for a new way to pass the time, BDG Game has something for everyone. In this article, we will explore what BDG Game is all about, how to get started, tips for winning, and more. By the end, you'll have a comprehensive understanding of the BDG Game and be ready to jump into the action.
What is BDG Game?
BDG Game is an online gaming platform that provides a wide range of games for players of all skill levels. The platform is known for its user-friendly interface, engaging gameplay, and the opportunity to win real rewards. Players can choose from a variety of games, including card games, board games, arcade games, and prediction games.
Variety of Games Offered
The BDG Game platform offers an impressive selection of games to suit different preferences. Here are some popular categories:
Card Games: Games like Poker and Rummy, where strategy and skill are key.
Board Games: Classic games such as Chess and Ludo, which require tactical thinking.
Arcade Games: Fast-paced games that test reflexes and coordination.
Prediction Games: Games that involve predicting outcomes to win rewards.
Easy to Get Started
Getting started with BDG Game is simple. First, you need to sign up on the platform by creating an account. Once registered, you can browse through the available games and choose one that interests you. Each game comes with a set of instructions and rules, making it easy to learn and start playing.
Community and Competitions
BDG Game has a vibrant community of players from around the world. You can join online tournaments, compete with others, and even make new friends. The platform regularly hosts competitions with exciting prizes, adding to the thrill of playing.
How to Play BDG Game?
Playing BDG Game is straightforward, even for beginners. Here’s a step-by-step guide to help you get started.
Sign Up and Choose a Game
The first step is to sign up on the BDG Game platform. You can do this by visiting their website or downloading the app. After creating an account, explore the various games available and select one that you find interesting.
Learn the Rules
Each game on BDG Game has its own set of rules and instructions. It's essential to read and understand these rules before you start playing. This will help you play more effectively and increase your chances of winning.
Join a Game Room
After selecting a game and understanding the rules, you can join a game room. [BDG Game Register](https://ilm.iou.edu.gm/members/bdggamee/) offers both free and paid game rooms. Free rooms are perfect for practice, while paid rooms provide an opportunity to win real rewards.
Start Playing
Once you’re in a game room, follow the on-screen instructions to start playing. Use your skills and strategies to compete against other players. Pay attention to the game dynamics and adjust your approach as needed.
Winning and Rewards
Winning games on BDG Game can earn you rewards, which are credited to your account. You can withdraw your winnings through various payment methods provided by the platform. Ensure you meet the withdrawal requirements before requesting a payout.
Tips for Winning BDG Game
Winning at BDG Game requires a combination of skill, strategy, and practice. Here are some tips to help you improve your chances of winning.
Practice Regularly
The more you play, the better you get. Regular practice helps you understand the game mechanics and develop effective strategies. Spend time playing free games to hone your skills before entering paid game rooms.
Study Your Opponents
Observing your opponents' gameplay can provide valuable insights. Pay attention to their strategies and learn from their moves. This can help you anticipate their actions and plan your moves accordingly.
Manage Your Bankroll
Effective bankroll management is crucial for long-term success. Set a budget for your gaming activities and stick to it. Avoid chasing losses and know when to take a break. Managing your bankroll wisely ensures that you can enjoy the game without financial stress.
Stay Focused and Patient
Concentration and patience are key to winning. Minimize distractions and stay focused on the game. Patience allows you to wait for the right opportunities to make your move. Rushing can lead to mistakes, so take your time and think through each decision.
Use Available Bonuses
BDG Game often offers bonuses and promotions. Take advantage of these offers to boost your bankroll and increase your chances of winning. Check the promotions page regularly to stay updated on the latest offers.
Common Mistakes to Avoid
Even experienced players can make mistakes. Here are some common pitfalls to avoid when playing BDG Game.
Not Understanding the Rules
One of the biggest mistakes is not fully understanding the game rules. Each game has specific rules and mechanics, and ignoring them can lead to poor performance. Always read and understand the rules before starting to play.
Overconfidence
While confidence is important, overconfidence can be detrimental. Avoid underestimating your opponents and always approach each game with a strategic mindset. Overconfidence can lead to careless mistakes and unnecessary losses.
Playing Without a Strategy
Playing without a clear strategy is another common mistake. Plan your moves and think ahead. A well-thought-out strategy can give you an edge over your opponents and increase your chances of winning.
Chasing Losses
Chasing losses is a risky behavior that can lead to financial trouble. If you experience a losing streak, take a break and reassess your strategy. Avoid the temptation to keep playing in an attempt to recover your losses quickly.
Neglecting Bankroll Management
Proper bankroll management is crucial for long-term success. Neglecting it can lead to overspending and financial stress. Set limits on how much you are willing to spend and stick to them.
Benefits of Playing BDG Game
Playing BDG Game offers several benefits beyond just entertainment. Here are some advantages of being a part of the BDG Game community.
Skill Development
BDG Game helps improve various skills, including strategic thinking, decision-making, and problem-solving. These skills can be valuable in both gaming and real-life situations.
Social Interaction
BDG Game provides a platform for social interaction. You can connect with other players, join communities, and participate in tournaments. This social aspect adds an extra layer of enjoyment to the gaming experience.
Financial Rewards
One of the most appealing aspects of BDG Game is the opportunity to win real money. Skilled players can earn significant rewards, making the game both fun and financially rewarding.
Stress Relief
Playing BDG Game can be a great way to unwind and relieve stress. The engaging gameplay and competitive environment provide a distraction from everyday worries.
Conclusion
BDG Game is a versatile and exciting platform that offers a wide range of games and opportunities to win real money. By understanding the rules, practicing regularly, and employing effective strategies, you can enhance your gaming experience and increase your chances of success. Remember to play responsibly, manage your bankroll wisely, and enjoy the journey. Whether you are a casual gamer or a serious competitor, BDG Game has something to offer for everyone.
Questions and Answers
Q: Is BDG Game free to play?
A: Yes, BDG Game offers both free and cash game rooms. You can choose to play for free or participate in cash games to win real money.
Q: How do I withdraw my winnings from BDG Game?
A: You can withdraw your winnings through various payment methods available on the platform. Make sure you meet the withdrawal requirements before initiating a transaction.
Q: Are there any bonuses or promotions on BDG Game?
A: Yes, BDG Game often offers bonuses and promotions to its players. Check the promotions page regularly to take advantage of these offers. | efrghj | |
342,937 | Why I love HashMaps!!! | The data structure, which is just a simple combination of key-value pairs, can be your key t... | 0 | 2020-05-24T16:09:03 | https://dev.to/hrishi84/why-i-love-hashmaps-4n2l | cpp, computerscience, tutorial, python |
#The data structure, which is just a simple combination of key-value pairs, can be your key to solving majority coding questions!
I recently started with May Leetcode Challenge, and so far almost all the questions that I solved were solved using maps! And that's not it, maps can help you a lot in many tricky situations, especially during coding interviews.
When you are clueless about what to do? just give maps a try it is very likely that you will end up getting a solution. It won't be perfect, it won't be the most memory or time-efficient solution but, you'll get an answer.
This can be the point between getting an offer and not getting an offer!
---
During my preparation for Amazon Interview, I went through hundreds of interview experience, I did the same during my Google Interview also!
And a whooping, 60%-70% of the questions could be solved using some implementation of maps.
Not only this, but many senior developers, interviewers, and my friends also have suggested Maps as the goto solution when you don't have anywhere to go!
Some reasons why I feel Maps can be really helpful are:
You can access data in O(1) time complexity
Generally, in Tech Interviews there is more focus on minimizing time complexity compared to space. The map is the perfect candidate for this!
Ease of accessing data, as a key can be literally anything!
---
#What is a Map? Understanding it logically
A Map is a data structure in which we can store data in a format of key-value pairs.
To understand it more effectively let's take an example of a hypothetical world. In this imaginary world, every person is associated with a Unique Identification number.
The organization that runs this hypothetical world is very insecure and tracks every person with a GPS, by using the Unique ID (sorry this world doesn't have any concerns about your privacy).
So whenever they need to find any person, they just use the unique ID of that person and boom! They know where he/she is.
As this ID is unique for every person they can find any person within seconds and minimum efforts.
---
#How does it work?
Map stores all the entries in a key-value format in table
```
| KEY | VALUE |
-----------------------
| 1 | A |
-----------------------
| 2 | B |
-----------------------
| 456 | PQO |
-----------------------
| 789 | A |
```
Some rules that you must remember
1. A key can not be repeated again (It must be unique)
2. A value can be repeated many times
3. The data type of key must be consistent. For a particular map, all the keys should be either an INT or STRING, etc. (Python Dictionary can have multiple Datatypes as key values, but it is not suggested that you do that)
That is the structure of a map. Whenever a new entry comes it is appended to the table. If the key is already present you can modify the current value.
But, I guess you can do all this with normal arrays and vectors also. Then why do you need a map for this?
Let me ask you some questions.
Does array or vectors have the has_key or find or findKey method?
Can you access the values with an index which is a string, char, object, or struct?
NO! you can not do all this with simple arrays or vectors!
In arrays and vectors data is stored serially so the index range from 0 to n. But, in a map, we define the index so we can access the index in O(1). And the map provides us with a function that can tell us whether a particular exists or not!
This is the biggest USP of Maps!
---
#How to use it?
I'll tell you some basic and important functions related to maps in the C++ language. The key logic behind these functions remains the same only their name and usage changes, so don't worry if your favorite language is JAVA or Python. I'm sure you'll figure it out by using the documentations.
Photo by Kevin Ku on UnsplashLibraries required
```
#include <bits/stdc++.h> //STL library (SUGGESTED)
OR
#include <map> //Only Map will be included
OR
#include <unordered_map> //Only Unordered Map will be included
```
2. Defining a Map
The unordered map also follow a similar process
```
map<int, string> peopleTracker;
/*
key: int
value: string:
name of map: peopleTracker
*/
```
3. Inserting data elements
Inserting Data is very similar to inserting data in an array or vector
```
peopleTracker[234] = "Mr John Doe";
/*
key: 234 and value:"Mr John Doe"
*/
```
4. Key Collisions
Here comes the tricky part, what is the entry already exits? Don't worry you'll simply override the previous Data
```
peopleTracker[234] = "Mr Dane John";
/*
value changed from "Mr John Doe" -> "Me Dane John"
*/
```
Now you want to check if there is an entry for some value or not. Here comes the find method!
```
if(peopleTracker.find(234) != peopleTracker.end())
cout << "Entry for 234 exits" << endl;
```
mapName.find method will return a pointer to the end of the map if there is no entry with matching key, else it will point to the entry with the corresponding key!
To learn more about maps and hash-table refer to this cheatsheet which was suggested by Trey Huffine.
---
Now enough of knowledge, its time to practice!
Try to solve these seven problems on Leetcode.
Not all problems can be solved using a map, but figuring out where to use the map is also a skill! So go give your brains some exercise and try to solve these questions!
I hope you'll understand where and how you can use maps and hash tables. With consistent practice, you'll be able to master this data structure.
---
Once again thank you for reading!
Happy Coding :)
Originally published on Medium.com | hrishi84 |
1,898,385 | Mobility Solutions: The Rise of Chinese Wheelchair Manufacturers | screenshot-1719192517975.png Introduction Mobility solutions are becoming increasingly popular,... | 0 | 2024-06-24T04:29:25 | https://dev.to/komans_lopijdh_08f6a77da8/mobility-solutions-the-rise-of-chinese-wheelchair-manufacturers-2jg6 | design | screenshot-1719192517975.png
Introduction
Mobility solutions are becoming increasingly popular, especially among people with disabilities. For instance, people with mobility constraints can now use wheelchairs. Wheelchairs are versatile, easy to use, and promote independence. However, for a long time, wheelchair technology has been stagnant, with manufacturers relying on outdated designs and ideas. But, this trend is changing with the advent of new technology. Chinese wheelchair manufacturers are taking the lead in innovating new, better, and safer power wheelchair foldable. This article delves into the rise of Chinese wheelchair manufacturers, their advantages, innovations, safety concerns, use, services, quality, and applications.
Advantages of Chinese Wheelchair Manufacturers
Chinese wheelchair manufacturers have an industry that is coveted their products
They've been able to incorporate technology that is contemporary and therefore their wheelchairs are highly versatile durable and customizable
For starters these wheelchairs come with different features that produce them be noticed
They have better seat designs that provide more comfort postural support and security
They also have heightened maneuverability features that enhance the wheelchair's control
These are some regarding the advantages that are numerous Chinese wheelchair manufacturers offer
Innovations
In modern times innovation happens to be during the forefront of Chinese wheelchair manufacturers
They are continually finding techniques are new improve current designs and make them more efficient and functional
Innovations such as foldable wheelchairs energy wheelchairs and folding power wheelchair which can be standing all been created to advertise flexibility and provide better methods to individuals with disabilities
These innovations have made it easy for people to have a far more life that is fulfilling increase their independence
Security
When considering to wheelchairs security is a component that is critical can not be over looked
Wheelchair users need assurance that their security is a priority
Chinese wheelchair manufacturers have comprehending that is keen of concerns
They will have put in place stringent measures to make sure they design and produce wheelchairs which can be safe
They use top-quality materials being durable and they undertake rigorous testing procedures before establishing the merchandise into the market
These measures have resulted in safer more reliable and wheelchairs that are durable
Use
The design of wheelchairs aims to present mobility to people with disabilities
Wheelchairs enable individuals to be involved in everyday tasks whether at home work school or in the open air
Chinese wheelchair manufacturers have made strides that are significant providing wheelchairs that are versatile and simply transportable
They will have ensured that individuals can access their wheelchairs when the need arises ensuring they can lead a life that is fulfilling
Utilizing
Wheelchair users need to be trained on what to make use of their wheelchairs effectively
They require to find out how to maneuver adjust and keep their wheelchairs
Chinese wheelchair manufacturers offer adequate user manuals for their wheelchairs
They also provide training for first-time users ensuring they discover how to operate and take care of their wheelchairs
By doing this wheelchair users feel well informed in using their wheelchairs and so they can enjoy their independence more
Services
Chinese wheelchair manufacturers comprehend that solutions that are after-sales crucial
They provide individual support solutions that ensure their customers can access help if it is required by them
Most wheelchair that is chinese have regional offices that provide repair and maintenance services to their customers
They've also put in place quality control measures that ensure that their wheelchairs are often in exceptional condition
Quality
Quality is the hallmark of Chinese wheelchair manufacturers
They deliver high-quality wheelchairs that can meet up with the individual needs of their clients
They use quality material that is durable to make sure their wheelchairs last longer
Furthermore they will have a check and balances system that monitors most of the phases of their manufacturing process ensuring quality is maintained at every degree
Applications
Chinese wheelchair manufacturers produce foldaway electric wheelchair for the wide range of applications including sports and relaxation indoor and use that is outdoor and remote areas
They create wheelchairs for every single need and offer solutions that are customized on the client's specifications
Chinese wheelchair manufacturers have also embraced technology and are exploring methods of integrating technology to enhance their wheelchairs
Conclusion
Chinese wheelchair manufacturers have taken the lead in innovating, designing, and producing high-quality wheelchairs. They are focused on providing custom solutions that meet the unique and varied needs of their clients. They have put in place measures to ensure quality, safety, and durability. With these features, Chinese wheelchair manufacturers are poised to revolutionize the mobility market, and their rise is set to continue.
| komans_lopijdh_08f6a77da8 |
1,898,384 | Interior Design Services: Transforming Houses into Homes | Introduction In the realm of modern living, interior design plays a pivotal role in transforming mere... | 0 | 2024-06-24T04:27:48 | https://dev.to/elenapetrova/interior-design-services-transforming-houses-into-homes-44a4 | Introduction
In the realm of modern living, interior design plays a pivotal role in transforming mere houses into personalized sanctuaries that reflect the unique tastes and lifestyles of their inhabitants. At its core, interior design services encompass a blend of creativity, functionality, and aesthetic sensibility, aimed at enhancing the overall ambiance and functionality of residential spaces. Whether through strategic spatial planning, thoughtful selection of furnishings, or harmonious color schemes, professional interior designers strive to create environments that resonate with warmth and style.
The Essence of Interior Design
Interior design is more than just arranging furniture or choosing paint colors; it is a meticulous process that begins with understanding the client's preferences, lifestyle, and aspirations. Each project presents a canvas for creativity where designers orchestrate a symphony of elements to achieve a cohesive and harmonious living space. From conceptualization to execution, every decision is guided by the pursuit of enhancing both the visual appeal and practical usability of the home.
House Interior Design: Blending Form with Function
House interior design delves deeper into the nuances of creating functional yet aesthetically pleasing living spaces within residential structures. It involves a careful balance between meeting the practical needs of the occupants while imbuing the interiors with personality and charm. Professional designers leverage their expertise to optimize spatial layouts, maximize natural light, and integrate bespoke elements that elevate the overall design scheme.
Conclusion
In conclusion, Interior design services epitomize the art of crafting personalized living spaces that embody comfort, functionality, and style. Through a holistic approach that embraces creativity and innovation, designers breathe life into houses, transforming them into inviting homes. Whether it's revamping a single room or conceptualizing an entire home design, the impact of thoughtful interior design resonates deeply with those who value the art of living well. Embrace the transformative power of interior design services to redefine your living space and embark on a journey towards creating a home that is truly yours. | elenapetrova | |
1,898,382 | Ultimate Guide to Coding Anarchy | Intro Are you tired of writing boring, predictable code? Ready for a change? Well, buckle... | 0 | 2024-06-24T04:24:17 | https://dev.to/ibrahim_mohammed_47/ultimate-guide-to-coding-anarchy-12po | coding, programming, cleancode, javascript | ### Intro
Are you tired of writing boring, predictable code? Ready for a change? Well, buckle up! This guide provides you with 10 pieces of advice that will turn your codebase into a wild rollercoaster ride for anyone brave enough to maintain it! Warning: the advice in this article is sarcastic and should be reversed if you value your sanity (no shit, Sherlock).
### 1. Wet your code
Do you remember that smart code snippet that handles user authentication you copied from StackOverflow? I want you to copy/paste that snippet all over the project. Don't wrap it in a function that has a meaningful name that can be called whenever needed. Don't make your code [DRY](https://en.wikipedia.org/wiki/Don%27t_repeat_yourself). Why? The main benefit is whenever you find a bug in this snippet, you will go through a long and amusing journey of updating this snippet everywhere it's written. So Much Fun. It's also another way to force you and your team to revise your code from time to time. Your team will surely appreciate that.
### 2. Write smart one-liners
Have you earned respect in your team yet? No? Here is what you need to do, fill the codebase with smart one-liners that only smart people like you can understand.
Let me show you an example I like a lot, the following dumb simple easy-to-understand code wastes 3 lines from our precious javascript files:
```js
const obj = {};
If (x) { obj.x = x; }
If (y) { obj.y = y; }
```
Let's upgrade/optimize this code, for example, look at how compact and smart this alternative is:
```js
const obj = { …(x && { x }), …(y && { y}) };
```
After you adapt yourself to this cryptic coding style, you will get 70x respected within your team, thank me later.
### 3. Be inconsistent and unconventional
As an extension to the last advice, I want you to break out of conventions and liberate yourself from chains. Some people whine too much about how your code should be consistent and follow agreed-upon conventions. Those "clean coders" police are holding you back. Examples:
- Don't limit yourself to a single casing style within a project, make sure your functions have at least 2 casing styles like `camelCase` and `snake_case`.
- Also, your function names shouldn't follow the same naming style. That's too dull, some function names should be verbs, some should be nouns, and some should be adverbs!
- Always mix. Use a mix of callbacks, promises, async/await code. Use a mix of regular and arrow functions. Use mix classes and function constructors,...etc
Within your programming language community, you would usually find one or two coding [styling guides](https://google.github.io/styleguide/jsguide.html) to chain you, ignore those guides, and Just Be Creative!
### 4. Don't comment your code
A wise man once said: "*Good code does not need comments*". That's 100% true. Don't insult yourself by putting comments in your good code. Do you remember that 200-line critical function that handles user payments in the application? this one particularly shouldn't be commented, and all variables in it should have 2 or 3 character names. This function is too critical, so it should be optimized more than anything else!
### 5. Nest your code
Have you ever heard of "Code Aesthetics"? It's about making our code beautiful and amusing to look at. One way to achieve this is by making 3+ nesting levels of your code blocks. For example, don't write dull code like that:
```js
function checkDiscountEligibility(user) {
if (!user) return console.log('User data is missing')
if (!user.age) return console.log('User age is required')
if (user.age < 18) return console.log('User must be at least 18 years old')
if (!user.membership) return console.log('Membership status is required')
if (user.membership !== 'gold') return console.log('Only gold members are eligible for a discount')
applyDiscount(user)
}
```
Instead try writing a beautiful skewed pyramid shaped code like this:
```js
function checkDiscountEligibility(user) {
if (user) {
if (user.age) {
if (user.age >= 18) {
if (user.membership) {
if (user.membership === 'gold') {
applyDiscount(user)
} else {
console.log('Only gold members can get discount')
}
} else {
console.log('Membership status is required')
}
} else {
console.log('User must be at least 18 years old')
}
} else {
console.log('User age is required')
}
} else {
console.log('User data is missing')
}
}
```
### 6. Hardcode stuff
The more you Hardcode, the more Hardcore you are. Always hardcode configuration values, constants, and secrets(**especially secrets**) instead of grouping them in a config file or something as simple as a`.env` file. This will make your code comprehensive, have fewer dependencies, and also efficient(because no need to do additional lookups). You might ask what if we want to have different values for different environments? Simple do if conditions on the environment everywhere throughout the code. like this:
```js
let lifeSecret = ""
if (process.env.NODE_ENV === 'development'){
lifeSecret = "dev_blablabblalasec"
}
else if (process.env.NODE_ENV === 'production'){
lifeSecret = "prod_blablahardcoresec"
}
```
Hint: Don't follow [12 factor app rule](https://12factor.net/config) about organizing configs, those people are not efficient.
### 7. Don't handle errors
Errors are so overrated. Don't think too much about errors and handling them. Always focus on happy scenarios, because again, handling errors implicitly means that your code is error-prone, so please don't insult yourself. Some programming languages like Rust and Go deal with errors as first-class citizens to promote error handling explicitly. I'll give you examples but please this is only to show you how self in-confident those language developers are:
Go:
```go
result, err := divide(4, 2)
if err != nil {
fmt.Println("Error:", err)
} else {
fmt.Println("Result:", result)
}
```
Rust:
```rust
match read_file_to_string("example.txt") {
Ok(contents) => println!("File contents: {}", contents),
Err(e) => println!("Error reading file: {}", e)
}
```
### 8. Depend on global variables
Maximize the dependence of global variables in your code. Why pass stuff as function arguments when you can make your entire codebase a creative playground?
For example:
```js
const databaseConnection = require("database.js");
function fetchUserData(userId) {
databaseConnection.query(`SELECT * FROM users WHERE id = ${userId}`);
}
```
See how we completely ignore [dependency injection](https://medium.com/@omar.saibaa/dependency-injection-simply-45252e2457a8) and save an additional parameter by pulling `databaseConnection` from thin air into the function? Some people would argue that this has multiple drawbacks, like:
1. It makes the code less predictable
2. It makes this function untestable
3. 1. Preventing the application of the [Unit of Work](https://en.wikipedia.org/wiki/Unit_of_work) pattern to combine this function with others in a single transaction.
But who needs predictability when you can embrace spontaneous creativity? And testing? Who has time for testing in 2024? We are developers, not testers! I'm 100% sure those critics don't do testing themselves. And Unit of Work pattern? Sounds like extra work to me! Just... ignore them and enjoy the freedom of your creative coding!
### 9. Mutate objects by passing them to magic functions
This is one of my favorites. I find a lot of creative people doing it without even reading my article.
Look at this dull immutable version:
```js
const { originalDate } = require("./dates.js")
function addYear(date) {
const newDate = new Date(date.getTime()); // cloning the date object
newDate.setFullYear(newDate.getFullYear() + 1);
return newDate;
}
console.log(originalDate); // 2024-06-24T00:00:00.000Z
let updatedDate = addYear(originalDate);
console.log(originalDate); // 2024-06-24T00:00:00.000Z (still as is)
console.log(updatedDate); // 2025-06-24T00:00:00.000Z
```
Boring, right? Now, here's the "upgrade":
```js
const { originalDate } = require("./dates.js")
function addYear(date) {
date.setFullYear(date.getFullYear() + 1);
}
console.log(originalDate); // 2024-06-24T00:00:00.000Z
addYear(originalDate)
console.log(originalDate); // 2025-06-24T00:00:00.000Z (ta da!)
```
Isn't it thrilling? Now, anyone looking at `originalDate` will have no idea how and where it's value got mutated. Perfect!
### 10. Don't write secure code
A lot of paranoid devs worry too much about security, but this paranoia weakens your relationship with your app users. Learn to love your users, and you won't love them until you trust them completely by writing code like this:
```js
app.post('/register', async (req, res) => {
let userData = { role: "user", ...req.body };
await User.create(userData);
res.send('User created');
});
```
Now, imagine a request like this (but don't worry, your users would never do that of course):
```sh
`curl -X POST http://localhost:3000/register -H "Content-Type: application/json" -d '{"username": "hacker", "role": "admin"}'`
```
And this is what would be stored in our modern NoSQL store:
```
{ role: "admin", username: "hacker"}
```
See how effortless that is? Just merge everything from the request body into your sensitive data object. Who needs validation or sanitization? Trust your users—they always have your best interests at heart, right?
Always think good of your dear users. After all, what's the worst that could happen?
### Conclusion
Congratulations! You've now learned the art of writing code that's sure to keep your fellow developers entertained and on their toes. By following these anti-patterns, you can inject a bit of excitement into your workday and create a codebase that's as unpredictable as it is "creative." Remember, consistency, maintainability, and security are just suggestions. True creativity lies in embracing the chaos and trusting that your users and colleagues will understand your genius. Happy coding! | ibrahim_mohammed_47 |
1,898,381 | Dive Into the Heart of Git with Ugit 🔍 | Learn Git Internals by Building Git Yourself | 27,801 | 2024-06-24T04:21:39 | https://getvm.io/tutorials/ugit-learn-git-internals-by-building-git-yourself | getvm, programming, freetutorial, technicaltutorials |
## Unraveling the Mysteries of Git
Hey there, fellow tech enthusiasts! 👋 Are you curious about the inner workings of Git, the beloved version control system that has revolutionized the way we manage our code? If so, then I've got the perfect resource for you: **Ugit: Learn Git Internals by Building Git Yourself**.
## Highlights of Ugit
This course is a true gem for anyone who wants to gain a deeper understanding of Git's internals. By building your own version of Git from scratch, you'll have the opportunity to:
- 🛠️ Explore the intricate mechanisms that power Git
- 🧠 Develop a more profound comprehension of how Git manages your code
- 🤖 Understand the algorithms and data structures that make Git so efficient
- 🌟 Enhance your problem-solving skills and become a more proficient programmer
## Why Ugit is a Must-Try
The best way to truly understand a tool is to create it yourself, and that's exactly what Ugit offers. 🤩 By delving into the inner workings of Git, you'll not only become a more skilled developer but also gain a newfound appreciation for the elegance and complexity of this powerful version control system.
So, what are you waiting for? Head over to [https://www.leshenko.net/p/ugit/](https://www.leshenko.net/p/ugit/) and start your journey into the heart of Git. 💻 Trust me, it's an experience you won't want to miss!
## Supercharge Your Git Learning with GetVM Playground 🚀
To truly master the concepts covered in "Ugit: Learn Git Internals by Building Git Yourself," I highly recommend taking advantage of the GetVM Playground. This powerful browser extension provides an online coding environment where you can seamlessly apply what you've learned and experiment with building your own version of Git.
The GetVM Playground offers a seamless and interactive experience, allowing you to write, test, and debug your code without the hassle of setting up a local development environment. With just a few clicks, you can access the [Ugit tutorial Playground](https://getvm.io/tutorials/ugit-learn-git-internals-by-building-git-yourself) and dive right into the hands-on exercises, putting your newfound knowledge to the test. 🛠️
The beauty of the GetVM Playground lies in its ability to simplify the learning process. No more juggling multiple tools or worrying about compatibility issues - everything you need to practice and reinforce your understanding of Git's internals is right at your fingertips. 💻 So why not take your learning to the next level and explore the Ugit tutorial Playground today? Get ready to unlock the full potential of this insightful resource!
---
## Practice Now!
- 🔗 Visit [ugit: Learn Git Internals by Building Git Yourself](https://www.leshenko.net/p/ugit/) original website
- 🚀 Practice [ugit: Learn Git Internals by Building Git Yourself](https://getvm.io/tutorials/ugit-learn-git-internals-by-building-git-yourself) on GetVM
- 📖 Explore More [Free Resources on GetVM](https://getvm.io/explore)
Join our [Discord](https://discord.gg/XxKAAFWVNu) or tweet us [@GetVM](https://x.com/getvmio) ! 😄 | getvm |
1,898,334 | Computers Come Alive: Neural Networks Explained | This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer. ... | 0 | 2024-06-24T04:15:36 | https://dev.to/rptb0b0/computers-come-alive-neural-networks-explained-3k8k | devchallenge, cschallenge, computerscience, beginners | *This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*
## Explainer
Imagine consistently learning from your mistakes.
Neural Networks are a bit like your brain pulled apart to its simplest parts—developing understanding through linked components (neurons), iterating over itself, and using recollection to improve at a task.
<!-- Explain a computer science concept in 256 characters or less. -->
## Additional Context
NN's are an integral part of the development of artificial intelligence through the subfield of deep learning.
Interestingly, they present a way that we can tackle hard challenges by taking inspiration from our own methods of cognition; hopefully leveraging computation to accelerate technological process.
<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->
<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->
<!-- Don't forget to add a cover image to your post (if you want). -->
<!-- Thanks for participating! --> | rptb0b0 |
1,898,333 | Shallow Copy vs Deep Copy in JavaScript | When working with objects in JavaScript, understanding the difference between shallow copy and deep... | 0 | 2024-06-24T04:15:35 | https://dev.to/rajusaha/shallow-copy-vs-deep-copy-in-javascript-42dg | webdev, javascript, beginners, programming | When working with objects in JavaScript, understanding the difference between shallow copy and deep copy is crucial. This knowledge helps avoid unexpected behavior, especially when dealing with nested objects.
## Shallow Copy
A shallow copy duplicates the top level of an object but does not recursively copy nested objects. Instead, it retains references to the original nested objects. Here are some common methods for creating shallow copies: `Object.assign()` and the spread operator `{...object}`.
Example

In this example, changing the `fullName` in narutoCopy does not affect the original naruto object.
However, with nested objects, a shallow copy only copies the references:

In this case, both narutoDetails and narutoDetailsCopy have the same reference to the parent's object. Changing the father property in `narutoDetailsCopy` also changes it in `narutoDetails`.
## Deep Copy
A deep copy duplicates an object along with all the objects it references, recursively. The easiest way to achieve this in JavaScript is by using `JSON.parse(JSON.stringify(object))`. For more complex scenarios, libraries like lodash provide deep copy functions.
Example

In this example, `borutoCopy `is a completely independent copy of `boruto`. Changes to `borutoCopy `do not affect `boruto`. | rajusaha |
1,898,332 | Level Up Your Coding Skills: Unveiling the Advantages of HackerRank Challenges | HackerRank has emerged as a powerhouse platform for programmers of all levels. But beyond simply... | 0 | 2024-06-24T04:14:25 | https://dev.to/epakconsultant/level-up-your-coding-skills-unveiling-the-advantages-of-hackerrank-challenges-fdg | hackerrank | HackerRank has emerged as a powerhouse platform for programmers of all levels. But beyond simply testing your coding prowess, HackerRank offers a treasure trove of advantages for both solving existing challenges and creating your own. Let's delve into the compelling reasons why HackerRank should be a staple in your coding arsenal.
Sharpening Your Coding Skills:
- Practice Makes Perfect: HackerRank boasts a vast library of coding challenges encompassing various programming languages, algorithms, and data structures. By tackling these challenges, you solidify your understanding of core programming concepts and gain practical experience applying them to solve real-world problems.
- Diverse Difficulty Levels: Whether you're a seasoned developer or a budding coder, HackerRank caters to your skillset. With challenges ranging from beginner-friendly to mind-bendingly complex, you can continuously push your boundaries and refine your problem-solving abilities.
- Interactive Learning Environment: HackerRank provides immediate feedback on your code submissions. This allows you to identify errors, learn from mistakes, and refine your approach to problem-solving iteratively.
Expanding Your Algorithmic Expertise:
- Algorithmic Bootcamp: HackerRank's challenges expose you to a wide spectrum of algorithms and data structures, the building blocks of efficient code. As you conquer these challenges, you'll develop a deeper understanding of how different algorithms work and their appropriate applications.
- Learn by Doing: The hands-on nature of HackerRank's challenges promotes a deeper understanding of algorithms compared to passive learning methods. By implementing these algorithms yourself, you solidify your grasp of their functionality and gain the confidence to tackle more complex problems.
- Preparation for Coding Interviews: Many tech companies utilize platforms like HackerRank during their interview process. By familiarizing yourself with HackerRank's challenges and practicing under timed conditions, you can significantly boost your confidence and performance in real coding interviews.
[The Self Starter Book: Machine Learnings Role in Forecasting Crypto Trends: The Beginner Guide: Leveraging Machine Learning for Predictive Models](https://www.amazon.com/dp/B0CP8D7JCN)
Becoming a Better Problem Solver:
- Thinking Outside the Box: Many HackerRank challenges require unconventional approaches and creative problem-solving techniques. By tackling these challenges, you'll hone your ability to think critically, break down complex problems, and explore different solution pathways.
- Efficiency Optimization: HackerRank not only emphasizes finding solutions but also encourages efficient solutions. You'll learn to optimize your code for speed and memory usage, a valuable skill for writing high-performance applications.
- Resilience and Perseverance: Coding challenges can be frustrating at times. However, persisting through difficulties and overcoming obstacles in HackerRank builds your resilience and perseverance, traits that are crucial for any programmer's success.
The Power of Creating Challenges:
- Sharing Your Knowledge: HackerRank empowers you to create your own coding challenges. This allows you to share your knowledge with the broader programming community, contribute to the platform's value, and potentially inspire others.
- Testing Your Expertise: Crafting challenges forces you to think deeply about algorithms, data structures, and problem-solving techniques. This process not only solidifies your own understanding but also helps you identify areas for further learning.
- Building a Reputation: Creating well-received challenges can establish you as a thought leader within the HackerRank community. This can lead to exciting opportunities like collaborating with other developers or attracting potential employers.
Conclusion:
HackerRank transcends the realm of simply testing your coding skills. It offers a comprehensive platform to hone your craft, expand your algorithmic knowledge, and become a more proficient problem solver. Additionally, creating challenges unlocks opportunities to share your knowledge, refine your own expertise, and potentially build a reputation within the programming community. So, dive into the world of HackerRank challenges, elevate your coding skills, and embark on a rewarding journey of continuous learning and growth.
| epakconsultant |
1,898,331 | test | // hidden setup JavaScript code goes in this preamble area const hiddenVar = 42 ... | 0 | 2024-06-24T04:13:49 | https://dev.to/rakeshreddy512/test-44me | {% runkit
// hidden setup JavaScript code goes in this preamble area
const hiddenVar = 42
%}
// visible, reader-editable JavaScript code goes here
console.log(hiddenVar)
{% endrunkit %} | rakeshreddy512 | |
1,898,330 | Mastering Asynchronous JavaScript: Simplified Promises with Handy Utility Functions | It’s been nine years since the groundbreaking ES6 standard was introduced, bringing a plethora of... | 0 | 2024-06-24T04:09:15 | https://dev.to/srijan_karki/mastering-asynchronous-javascript-simplified-promises-with-handy-utility-functions-5ad9 | webdev, javascript, beginners, programming |
It’s been nine years since the groundbreaking ES6 standard was introduced, bringing a plethora of useful features to JavaScript. Among these, the new way of handling asynchronous operations through Promises stands out.
Initially, developers struggled with "callback hell," which was somewhat alleviated by the `.then/.catch` API. This evolved into the `async/await` syntax, making JavaScript more readable. However, even with `async/await`, the code could still be cumbersome:
```javascript
let result;
try {
result = await someWork();
} catch (err) {
// handle the error
}
// do something with the result
```
Two main issues persist:
1. The need to define a variable outside of the try/catch block.
2. Unnecessary indentation from the try/catch block.
To streamline this, inspired by Golang's error-handling, I created a simple function for JavaScript. This evolved into a set of utilities that I’ve now compiled into a package.
### One-Line Promise Handling with `to`
Instead of handling errors within try/catch blocks, you can use the `to` function from the `@mrspartak/promises` package:
```javascript
import { to } from '@mrspartak/promises'
const [error, result] = await to(somePromise)
```
#### Benefits:
- Infers proper return types.
- Does not throw errors.
- Allows flexible variable naming via array destructuring.
- Works on both back-end and front-end, supporting the `finally` API.
```javascript
let isLoading = true;
const [error, result] = await to(fetchData(), () => {
isLoading = false;
});
```
### Timeout Promise Execution
Sometimes, you need to ensure that a promise completes within a certain timeframe, such as network requests. The `timeout` function in our utility library ensures a promise resolves within a specified time:
```javascript
import { timeout } from "@mrspartak/promises"
import { api } from "./api"
const [error, user] = await timeout(api.getUser(), 1000, 'Timedout');
if (error) {
// handle the error
}
```
#### Benefits:
- Prevents hanging operations.
- Improves user experience by providing timely feedback.
### Delay the Execution
Introducing the `delay` function, a simple utility to pause code execution for a specified time. This is useful for rate limiting, retry mechanisms, or creating artificial delays for testing.
```javascript
import { delay, sleep } from "@mrspartak/promises"
import { parsePage } from "./parser"
for (let i = 0; i < 10; i++) {
const pageData = await parsePage(i);
await delay(1000);
}
```
#### Benefits:
- Enhances code reusability.
- Simplifies the introduction of delays.
- Adds flexibility for various scenarios like retry mechanisms and rate limiting.
### Defer the Execution
The `deferred` function provides a way to manually control the resolution or rejection of a promise, giving you full control over its lifecycle.
```javascript
import { deferred } from "@mrspartak/promises"
import { readStream } from "./stream"
const { promise, resolve, reject } = deferred<void>();
const stream = await readStream();
let data = '';
stream.on('data', (chunk) => {
data += chunk;
});
stream.on('end', () => {
resolve();
});
await promise;
console.log(data); // Data is ready
```
#### Benefits:
- Allows manual control over promise resolution/rejection.
- Provides flexibility for operations where results aren't immediately available.
### Retry the Execution
The `retry` function retries a promise-returning function a specified number of times, optionally with a delay between attempts.
```javascript
import { retry } from "@mrspartak/promises"
import { apiCall } from "./api"
const [error, result] = await retry(() => apiCall(), 3, { delay: 1000 });
if (error) {
// handle the error
}
```
#### Benefits:
- Retries failed operations, improving resilience.
- Can be customized with additional options like backoff algorithms and hooks.
### Measure the Duration of Execution
The `duration` function measures how long a promise takes to resolve or reject, providing insights into performance.
```javascript
import { duration } from "@mrspartak/promises"
import { migrate } from "./migrate"
const migratePromise = migrate();
const [error, result, duration] = await duration(migratePromise);
console.log(`Migration took ${duration}ms`);
```
#### Benefits:
- Helps identify performance bottlenecks.
- Facilitates optimization of asynchronous operations.
### Conclusion
By using these utility functions from the `@mrspartak/promises` package, you can handle asynchronous operations in JavaScript more efficiently and elegantly. These tools not only simplify your code but also improve its readability and maintainability, making it easier to manage complex asynchronous workflows. | srijan_karki |
1,898,329 | Design Patterns in Node.js | Node.js is a popular JavaScript runtime that allows developers to build scalable network applications... | 0 | 2024-06-24T04:09:12 | https://dev.to/vinay_madan/design-patterns-in-nodejs-1i66 | javascript, node, designpatterns | Node.js is a popular JavaScript runtime that allows developers to build scalable network applications using an event-driven, non-blocking I/O model. Like any sophisticated framework, Node.js applications can benefit from using proven design patterns to promote code reuse, maintainability and robustness. This article will provide an overview of some of the most useful design patterns for Node.js development
Introduction to Design Patterns
Design patterns are tried-and-true solutions to recurring problems that software developers encounter during their coding journey. They provide a structured approach to solving challenges and promote best practices in software architecture. By incorporating design patterns, developers can create more robust, maintainable, and extensible codebases.
### Why Design Patterns Matter in Node.js
Node.js, known for its non-blocking event-driven architecture, presents unique challenges and opportunities in software design. Applying design patterns tailored to Node.js can lead to more efficient and optimized applications. Let’s explore some key design patterns that are particularly valuable in the Node.js ecosystem:
### Singleton Pattern
The Singleton pattern ensures that a class has only one instance and provides a global point of access to it. In Node.js, where modules can be cached and shared across the application, using the Singleton pattern can help manage resources effectively. For instance, a database connection pool can be implemented as a singleton to prevent resource wastage.
```
class Database {
constructor() {
this.connection = null;
}
static getInstance() {
if (!Database.instance) {
Database.instance = new Database();
}
return Database.instance;
}
connect() {
// connect to database
this.connection = 'Connected';
}
}
const db1 = Database.getInstance();
const db2 = Database.getInstance();
console.log(db1 === db2); // true
db1.connect();
console.log(db1.connection); // 'Connected'
console.log(db2.connection); // 'Connected'
```
The key points are:
- The constructor is made private to prevent direct instantiation.
- The static method getInstance() creates an instance if it doesn't exist yet, and returns it. This ensures only one instance is created.
- The instances db1 and db2 refer to the same object.
- When db1 connects, db2 also gets the connection because they are the same object.
- This ensures there is only one database instance and prevents duplicating connections. The Singleton pattern is useful for situations where only one instance of a class should exist.
### Factory Pattern
The Factory pattern offers a way to create objects without specifying the exact class of object that will be created. In a Node.js context, this can simplify object creation, especially when dealing with asynchronous operations such as reading files or making API calls. By abstracting object creation, the Factory pattern enhances code readability and reusability.
```
class Car {
constructor(model, price) {
this.model = model;
this.price = price;
}
}
class CarFactory {
createCar(model) {
switch(model) {
case 'civic':
return new Car('Honda Civic', 20000);
case 'accord':
return new Car('Honda Accord', 25000);
case 'odyssey':
return new Car('Honda Odyssey', 30000);
default:
throw new Error('Unknown model');
}
}
}
const factory = new CarFactory();
const civic = factory.createCar('civic');
const accord = factory.createCar('accord');
console.log(civic.model); // Honda Civic
console.log(accord.model); // Honda Accord
```
The key points are:
- The CarFactory class handles object creation logic.
- The createCar() method returns a Car instance based on the model.
- The client code uses the factory instead of direct constructor calls.
- This abstracts away the object creation logic and allows easy extension of supported models. The Factory pattern is useful when there is complex object creation logic that should not be coupled to client code.
### Observer Pattern
Node.js’s event-driven nature aligns well with the Observer pattern. This pattern involves a subject that maintains a list of its dependents, called observers, and notifies them of any state changes. In the context of Node.js, this can be leveraged to build event-driven systems, such as real-time applications and chat applications.
```
class Subject {
constructor() {
this.observers = [];
}
subscribe(observer) {
this.observers.push(observer);
}
unsubscribe(observer) {
this.observers = this.observers.filter(o => o !== observer);
}
notify(data) {
this.observers.forEach(o => o.update(data));
}
}
class Observer {
constructor(name) {
this.name = name;
}
update(data) {
console.log(`${this.name} received ${data}`);
}
}
const subject = new Subject();
const observer1 = new Observer('Observer 1');
const observer2 = new Observer('Observer 2');
subject.subscribe(observer1);
subject.subscribe(observer2);
subject.notify('Hello World');
// Observer 1 received Hello World
// Observer 2 received Hello World
subject.unsubscribe(observer2);
subject.notify('Hello Again');
// Observer 1 received Hello Again
```
The key points are:
- The Subject maintains a list of observers.
- The observers subscribe and unsubscribe to the subject.
- When notify() is called, the subject updates all subscribed observers.
- This allows publishing updates to multiple objects without coupling the publisher to the subscribers. The Observer pattern is useful for event handling and asynchronous workflows.
### Middleware Pattern
Node.js’s middleware architecture is widely used for handling requests and responses in web applications. The Middleware pattern involves a chain of functions that process a request sequentially. Each function can modify the request or response before passing it to the next function in the chain. This pattern enhances modularity and allows developers to plug in various functionalities without tightly coupling them.
```
const express = require('express');
const app = express();
const logger = (req, res, next) => {
console.log('Logged');
next();
}
const authenticate = (req, res, next) => {
// authenticate user
next();
}
app.use(logger);
app.use(authenticate);
app.get('/', (req, res) => {
res.send('Hello World');
});
app.listen(3000);
```
The key points are:
- The middleware functions logger and authenticate wrap the route handler.
- They can execute logic before and after the route.
- The next() function passes control to the next middleware.
- app.use() mounts the middleware globally.
- This allows decomposing request handling into smaller reusable units. The middleware pattern is very common in Express and other Node.js frameworks for things like logging, authentication, etc.
Some other examples of middleware are body parsers, compression, rate limiting, and more. The pattern allows building the request pipeline in a modular fashion.
### Module Pattern
The module pattern is one of the most basic but fundamental patterns in Node.js. It allows you to organize your code into separate files or modules that encapsulate specific functionality.
```
// counter.js
let count = 0;
const increment = () => {
count++;
}
const decrement = () => {
count--;
}
const get = () => {
return count;
}
module.exports = {
increment,
decrement,
get
};
// app.js
const counter = require('./counter');
counter.increment();
counter.increment();
console.log(counter.get()); // 2
counter.decrement();
console.log(counter.get()); //
```
The key points are:
- The module counter.js exports some functions that operate on the private count variable.
- The functions encapsulate the logic and data within the module.
- app.js imports the module and uses the public API.
- This pattern provides data encapsulation and only exposes a public API. The module pattern is very common in Node.js to organize code into reusable and portable modules.
Some other examples are middleware modules, utility libraries, data access layers etc. The pattern helps manage dependencies and hide implementation details.
### Decorator Pattern
Decorators dynamically add new functionality to objects without affecting other instances. This is ideal for extending core modules in Node.
```
class Car {
constructor() {
this.price = 10000;
}
getPrice() {
return this.price;
}
}
class CarOptions {
constructor(car) {
this.car = car;
}
addGPS() {
this.car.price += 500;
}
addRims() {
this.car.price += 300;
}
}
const basicCar = new Car();
console.log(basicCar.getPrice()); // 10000
const carWithOptions = new CarOptions(basicCar);
carWithOptions.addGPS();
carWithOptions.addRims();
console.log(carWithOptions.car.getPrice()); // 10800
```
The key points are:
- CarOptions wraps the Car class and extends its behavior.
- Methods like addGPS() modify the state of the wrapped Car.
- The client has a decorated instance of Car with added functionality.
- This allows extending behavior dynamically at runtime. The Decorator pattern is useful for abstraction and not having to subclass just to add small features.
Some other examples are authenticated routes, logging wrappers, caching decorators etc. The pattern provides a flexible way to adhere to the Open/Closed principle in Node.js applications.
### Dependency Injection pattern
Dependency injection is a pattern where modules or classes receive dependencies from an external source rather than creating them internally. It helps with decoupling, testing, and reusability.
```
// service.js
class Service {
constructor(db, logger) {
this.db = db;
this.logger = logger;
}
async getUser(userId) {
const user = await this.db.findUserById(userId);
this.logger.log(`Fetched user ${user.name}`);
return user;
}
}
// app.js
const Database = require('./database');
const Logger = require('./logger');
const db = new Database();
const logger = new Logger();
const service = new Service(db, logger);
service.getUser(1);
```
The key points are:
- The Service class declares dependencies via the constructor.
- The calling code injects the actual dependencies like db and logger.
- This decouples Service from concrete dependencies.
Benefits:
Loose coupling between modules
Easier testing by mocking dependencies
Ability to swap implementations
The dependency injection pattern is commonly used with Node.js frameworks like NestJS. It enables better code organization and reusability.
Promise pattern
Promises are a pattern for asynchronous programming in Node.js. They represent the eventual result of an async operation. Here is a simple example:
```
const fetchData = new Promise((resolve, reject) => {
// async operation
const data = getDataFromDatabase();
if (data) {
resolve(data);
} else {
reject('Error fetching data');
}
});
fetchData
.then(data => {
// handle successful data
})
.catch(err => {
// handle error
});
```
The key aspects are:
- A Promise takes a callback with resolve and reject functions.
- The async operation is started inside the callback.
- resolve(data) returns the data on success.
- reject(error) returns the error on failure.
- Consumers use .then() and .catch() to get the result.
### Benefits:
**Avoid callback hell in async code**
Standardized way to handle async results
Ability to chain and compose promises
Promises are integral to modern Node.js development and enable writing clean asynchronous code. They power libraries like axios, core APIs like fs.promises, and more.
**Implementing Design Patterns**
Now that we’ve explored some key design patterns that align with Node.js’s strengths, let’s dive into how to implement them effectively:
1. Understanding Context
Before applying any design pattern, it’s crucial to understand the context of your application. Consider factors such as the application’s requirements, scalability needs, and the specific challenges you’re trying to address. Design patterns are not one-size-fits-all solutions; they should be tailored to fit the unique characteristics of your project.
2. Modularization
Node.js encourages modularization through its module system. When implementing design patterns, strive to keep modules small, focused, and single-responsibility. This promotes code reusability and maintainability, making it easier to swap out or enhance specific functionalities without affecting the entire application.
3. Asynchronous Patterns
Given Node.js’s asynchronous nature, it’s essential to choose design patterns that align with asynchronous programming paradigms. Patterns like the Observer pattern and the Middleware pattern naturally fit into the asynchronous environment, allowing developers to handle events and asynchronous operations seamlessly.
### Conclusion
Design patterns enable Node.js developers to write organized, flexible and robust code. Leveraging proven patterns like factories, decorators and singletons allows you to build large-scale applications that are easy to maintain and extend over time. Understanding how to apply design principles is key for mastering advanced Node development. | vinay_madan |
1,898,327 | Unlocking the Flavors: Wholesale Loose Tea and Herbal Tea Offerings | screenshot-1718994965468.png Unlock the Flavors: Wholesale Loose Tea and Herbal Tea Offerings for... | 0 | 2024-06-24T04:07:45 | https://dev.to/komans_lopijdh_08f6a77da8/unlocking-the-flavors-wholesale-loose-tea-and-herbal-tea-offerings-a2c | design | screenshot-1718994965468.png
Unlock the Flavors: Wholesale Loose Tea and Herbal Tea Offerings for Delicious and Healthy Drinks
Are you a tea lover who enjoys exploring different flavors and health benefits of teas? Do you want to save money and time by buying tea in bulk and using it for personal or business purposes? Then you might want to consider wholesale loose tea and herbal tea offerings, which can provide you with many advantages, innovations, safety, quality, and versatile applications. In this marketing article, we will unlock the secrets of tea wholesaling and help you make an informed decision on how to use and benefit from these products.
Advantages of wholesale tea that is free Herbal Tea Offerings
Wholesale tea that is free herbal tea offerings have numerous steamed green tea advantages for tea drinkers tea companies and tea enthusiasts
For example:
- Savings: You can save money by buying tea in bulk for multiple servings as you pay less per unit and certainly will make use of it
- Freshness: You can enjoy fresher and high quality tea as loose teas are less processed and certainly will retain their tastes that are natural nutrients better than tea bags
- Variety: You can select from a variety that is wide of including rare and exotic varieties which are not constantly obtainable in supermarkets or tea stores
- Control: You can have more control over the quantity strength and blending of your tea as you are able to measure and mix the tea that is loose your taste
- Environment: You might help reduce waste and promote sustainability by utilizing reusable containers or bags for the tea and avoiding packaging that is excess
- Health: You can take advantage of the health-promoting properties of tea such as anti-oxidants vitamins minerals and phytochemicals that can boost your immunity food digestion k-calorie burning and function that is cognitive
- Taste: You can discover brand new and exciting flavors of teas that can satisfy your palate and enrich your sensory experience
Innovation in wholesale tea that is loose Herbal Tea Offerings
Wholesale tea that is loose herbal tea offerings aren't simply about traditional tea blends and tastes
In addition they offer revolutionary and variations that are creative can interest various tastes and preferences
For instance:
- Flavored teas: it is possible to try teas that are infused with natural herbs fruits spices or flowers for extra aroma and taste
Examples include lavender tea lemon ginger tea and chai tea
- Functional teas: it is possible to take advantage of deep steamed green tea which can be made for specific wellness objectives or conditions
Examples include detox tea digestion tea and sleep tea
- Luxury teas: You can enjoy teas that are rare expensive and of premium quality
For example matcha tea oolong tea and tea that is white
- Custom blends: You can make your very own unique blends of teas by combining different types of loose tea or adding ingredients which can be extra
These include peppermint green tea rose black tea and hibiscus tea that is oolong
Safety of wholesale tea that is loose Herbal Tea Offerings
Wholesale tea that is loose herbal tea offerings are generally safe for usage as long as you follow appropriate storage space preparation and brewing practices
However there are many precautions you should simply take to ensure that your particular tea is safe and of good quality:
- Storage: Keep your tea in a airtight container or case away from moisture light temperature and odors that are strong
Avoid saving tea in steel containers as they can soak up the flavors and odors of this steel
- Preparation: Use neat and water that is filtered brew your tea and follow the recommended temperature and time for each kind of tea
Avoid tap that is utilizing or reboiling water while they can impact the taste and quality of this tea
- Brewing: Use a tea infuser strainer or tea pot to steep your tea that is loose avoid ingesting any loose leaves or particles
Take in your tea freshly brewed or store it in a container that is covered the fridge for approximately 24 hours
- Quality: Choose a professional and trustworthy provider of wholesale tea that is loose natural tea offerings whom follows quality standards and offers clear labeling and information about their products
Avoid buying teas that are way too cheap or have unknown origins or certifications
Provider and Quality of wholesale tea that is loose Herbal Tea Offerings
Choosing a reliable and expert provider of wholesale tea that is free organic tea offerings can make a big difference in your tea experience
Choose a supplier whom offers the qualities that are following
- Selection: a range that is wide of and blends that suit different tastes and needs
- Quality: High standards of sourcing processing and packaging that ensure freshness purity and security
- official certification: Consistent and information that is clear the foundation natural fair trade and other certifications that guarantee ethical and sustainable practices
- Support: Responsive and customer that is knowledgeable that will answer your questions and offer assistance
- Price: Competitive and prices that are reasonable reflect the value and quality of the teas
- Delivery: Fast and shipping that is reliable local pick-up options that meet your schedule and location
Application of wholesale tea that is loose Herbal Tea Offerings
Wholesale tea that is loose herbal tea offerings have many potential applications depending on your interests and objectives
Here are a examples that are few
- Personal use: Enjoy your tea at home or work and share it with friends and family
Utilize it for relaxation hydration digestion resistant support or other health benefits
- Business usage: Start your tea that is very own business either online or offline by selling loose teas tea blends or tea add-ons
Offer tea tastings activities or workshops to attract clients and market your brand
- Gift use: provide tea being a thoughtful and gift that is sensible birthdays breaks or other occasions
Combine it with tea cups tea pots or other add-ons for a tea set that is complete
- Culinary use: utilize tea being an ingredient or flavoring in cooking or baking
Take to meals that are tea-infused cookies cakes cocktails or marinades
- creative use: Use tea as a medium for painting or drawing or being a normal dye for fabrics
Try out different types and strengths of tea for different effects
Conclusion
Unlocking the flavors of wholesale loose tea and herbal tea offerings can open a world of possibilities for tea lovers and entrepreneurs alike. With their steamed tea many advantages, innovations, safety, quality, and versatile applications, these products can enrich your tea experience and enhance your health and well-being. Whether you use them for personal, business, or creative purposes, wholesale loose tea and herbal tea offerings can provide you with a cup of joy and inspiration every day.
| komans_lopijdh_08f6a77da8 |
1,898,326 | Marketplace Matchmaker: Sharetribe vs. Bubble for Building Your Dream Platform | The world of online marketplaces is booming, and choosing the right platform to build yours can be... | 0 | 2024-06-24T04:06:59 | https://dev.to/epakconsultant/marketplace-matchmaker-sharetribe-vs-bubble-for-building-your-dream-platform-1ag2 | sharetribe, bubble | The world of online marketplaces is booming, and choosing the right platform to build yours can be daunting. Two popular contenders are Sharetribe and Bubble. But which one reigns supreme? This article delves into the strengths and weaknesses of each platform, empowering you to make an informed decision for your marketplace aspirations.
Sharetribe: The All-in-One Marketplace Solution
Sharetribe is a dedicated marketplace builder, offering a pre-built framework specifically designed for creating online marketplaces. Here's what makes Sharetribe a compelling choice:
- Ease of Use: Sharetribe boasts a user-friendly interface with drag-and-drop functionalities. Even those with limited coding experience can set up a basic marketplace quickly.
- Marketplace-Specific Features: Sharetribe comes equipped with essential marketplace functionalities like listings management, secure payment processing, user communication tools, and basic reputation systems. This out-of-the-box functionality saves you time and development resources.
- Customization Options: While Sharetribe offers pre-built features, it also allows for customization through code extensions or their Flex plan. This caters to users who require a more tailored marketplace experience.
However, Sharetribe has limitations to consider:
- Limited Design Flexibility: Sharetribe offers pre-designed themes, but extensive customization of the user interface might require coding expertise.
- Scalability Concerns: For very high-traffic marketplaces or those with complex functionalities, Sharetribe's scalability might be a constraint.
Bubble: The No-Code Powerhouse
Bubble, on the other hand, is a versatile no-code development platform. While not solely focused on marketplaces, it allows you to build a wide range of web applications:
[Exploring the Foundations of MIPS Assembly Language: Demystifying MIPS Assembly: A Beginners Guide to Low-Level Programming](https://www.amazon.com/dp/B0CNYZ58J6)
- Unmatched Design Flexibility: Bubble empowers you to design your marketplace from scratch with complete control over the user interface and user experience.
- Highly Scalable: Bubble's infrastructure is designed to scale with your marketplace's growth, accommodating high traffic volumes and complex functionalities.
- Limitless Functionality: Bubble allows you to integrate various third-party services and build custom features, making it ideal for unique marketplace concepts.
However, Bubble also comes with its own set of challenges:
- Steeper Learning Curve: Building an application from scratch in Bubble requires more time and effort compared to Sharetribe's pre-built functionalities.
- Technical Expertise Needed: While Bubble is no-code, some level of technical understanding is beneficial for navigating the platform and troubleshooting any issues.
- Cost Considerations: Bubble's pricing plans can be more expensive than Sharetribe's, especially for larger or more complex marketplace applications.
The Verdict: It Depends on Your Needs
The ideal platform hinges on your specific marketplace vision and technical skillset:
Choose Sharetribe if:
- You prioritize ease of use and a quick launch.
- Your marketplace concept aligns well with Sharetribe's core functionalities.
- You have limited technical expertise.
Choose Bubble if:
- You require complete design freedom and a highly scalable platform.
- Your marketplace concept is unique and demands custom functionalities.
- You have the time, resources, or technical expertise to invest in building from scratch.
Beyond the Binary:
Consider a hybrid approach. Start with Sharetribe's foundation for a rapid launch and then leverage Bubble's customization capabilities later to add unique features as your marketplace evolves.
Remember: There's no one-size-fits-all solution. Carefully evaluate your needs, explore both platforms, and make an informed decision that empowers you to build the marketplace of your dreams. | epakconsultant |
1,898,324 | Why CPU was not enough: Need for GPU in the picture of AI | The CPUs are the jack-of-all-trades but masters of none regarding parallel processing tasks. Normal... | 0 | 2024-06-24T04:04:06 | https://dev.to/nayanraj-adhikary/why-cpu-was-not-enough-need-for-gpu-in-the-picture-of-ai-3g09 | webdev, programming, cpu, gpu | The CPUs are the jack-of-all-trades but masters of none regarding parallel processing tasks.
Normal People: GPUs are generally used for video games. rty?
Developers: Do GPUs are generally used in ML? rty?
You all are correct. let's dive deep into GPU's
GPU's are used in many different use cases
1. **Graphics Rendering** :Rendering high-resolution graphics in video games, simulations, and visual effects. Because nobody wants to play a 3D game that looks like it’s from the ‘90s.
2. **Machine Learning** : Training large neural networks for deep learning applications. CPUs trying to handle this is like bringing a knife to a gunfight.
3. **Scientific Computing**: Performing large-scale simulations and computations in fields like physics, chemistry, and biology. CPU.
4. **Cryptocurrency Mining**: Solving complex cryptographic puzzles in mining cryptocurrencies like Bitcoin. CPUs would need a lifetime supply of energy drinks to keep up.
5. **Data Parallelism** : Processing large datasets where the same operation needs to be applied to many data points simultaneously. Think of it as the CPU trying to clone itself a thousand times – it's not going to happen.
I think a lot of questions when it comes to GPU coming into the picture from the perspective of AI/ML
1. What CPU was not able to handle?
2. How does CPU and GPU work hand in hand?
Before we go deep, let's see some key milestones
## Key milestones in GPU development
1. **1980s** : Early graphics accelerators were introduced to offload simple drawing tasks from the CPU.
2. **1990s** : The rise of 3D graphics in gaming and professional visualization led to the development of more advanced graphics hardware.
3. **2006** : NVIDIA introduced CUDA (Compute Unified Device Architecture), enabling GPUs to be used for general-purpose computing.
## Why CPU was not enough ?
The increasing demand for higher-quality graphics in video games and professional applications exposed the CPU's limitations in handling parallel processing tasks. CPUs are optimized for sequential serial processing, which is ideal for a wide range of general-purpose computing tasks. However, they struggle with the highly parallel nature of graphics rendering and the massive computational requirements of AI.
### CPU was not enough in
1. **Parallel Processing** : CPUs typically have a few cores optimized for sequential processing, whereas GPUs have thousands of smaller, efficient cores designed for parallel processing.
2. **Task Specialization** : CPUs are versatile and can handle a wide range of tasks, but this general-purpose nature limits their efficiency in specialized tasks like rendering graphics or performing large-scale matrix operations.
3. **Performance Bottlenecks** : The complex computations required for rendering high-quality graphics and processing large datasets created bottlenecks that CPUs could not efficiently overcome.
## GPU and CPU Coordination
Despite their differences, CPUs and GPUs are designed to work together, complementing each other’s strengths. In a typical computing task, the CPU handles the general-purpose processing and decision-making tasks, while the GPU handles the parallelizable tasks.
### How they coordinate:
- **Task Division** : The CPU offloads specific computationally intensive tasks to the GPU.
- **Data Transfer** : Data is transferred between the CPU and GPU through a high-speed interface such as PCIe (Peripheral Component Interconnect Express).
- **Synchronization** : Both units work in synchronization, with the CPU often preparing data and instructing the GPU on the operations needed, then processing the results.
## GPUs in AI and Large Language Models
In the realm of AI, GPUs have become indispensable. Training AI models, especially large language models (LLMs) like GPT-3 and beyond, involves processing vast amounts of data through complex computations. CPUs simply can't keep up with the demands.
### How GPUs are used in AI:
1. **Massive Parallelism** : AI training involves performing millions of matrix multiplications simultaneously. GPUs, with their thousands of cores, can handle these operations in parallel, significantly speeding up the training process.
2. **High Throughput** : For inference (running the trained model on new data), GPUs provide the high throughput necessary to process large amounts of data quickly.
3. **Energy Efficiency** : Despite their power, GPUs can be more energy-efficient than CPUs for specific tasks, making large-scale AI training more feasible.
4. **Optimized Libraries** : Libraries like TensorFlow and PyTorch are optimized for GPU acceleration, enabling researchers and engineers to leverage GPU power easily.
## Hardware-Based Accelerators:
1. **TPUs (Tensor Processing Units)** : Developed by Google, TPUs are custom-built application-specific integrated circuits (ASICs) designed to accelerate machine learning workloads. They are highly efficient for training and running AI models.
2. **FPGA (Field-Programmable Gate Arrays)** : These are reconfigurable hardware devices that can be programmed to perform specific computations efficiently. They offer a balance between flexibility and performance, suitable for specialized AI tasks.
These are some of them, this accelerators help us in training the model, which would take years for a CPU to do.
Python is recommended to have a lot of libraries and people use it a lot, internally they use the help of GPU when specified to be used.
---------------------------------------------
If you reading here, I hope this helped you in some way.
Follow me for some interesting blogs. Helps me to stay motivated and create some more interesting blogs.
| nayanraj-adhikary |
1,898,323 | Creating a Windows 11 VM that is highly available | In Microsoft Azure search for "Virtual machines" and click create "Azure virtual machine." When on... | 0 | 2024-06-24T04:03:41 | https://dev.to/bdporomon/creating-a-windows-11-vm-that-is-highly-available-2p12 | webdev, beginners, devops, programming | In Microsoft Azure search for "Virtual machines" and click create "Azure virtual machine." When on the basic settings tab, select your Azure subscription, and the resource group. Enter a name for the virtual machine. Select the same region as your virtual network. For the availability options choose multiple zones for high availability. Select the "Windows 11" image. Configure the administrator account with a username and password. Click Review and Create and once validation has passed click create.
 | bdporomon |
1,897,523 | 🚀 Boost Your JavaScript Performance: Tips and Best Practices | JavaScript is a powerful language, but as your application grows, so do the performance challenges.... | 0 | 2024-06-24T04:00:00 | https://dev.to/parthchovatiya/boost-your-javascript-performance-tips-and-best-practices-114l | javascript, webdev, programming, tutorial | JavaScript is a powerful language, but as your application grows, so do the performance challenges. Ensuring your JavaScript code runs efficiently is crucial for delivering a smooth and responsive user experience. In this article, we’ll explore some essential tips and best practices to optimize your JavaScript performance.
## Minimize DOM Access
Manipulating the DOM is one of the most performance-intensive operations in JavaScript. Reducing the frequency and complexity of DOM access can significantly improve performance.
### Tip: Batch DOM Manipulations
Instead of modifying the DOM multiple times in a loop, accumulate changes and apply them in a single operation.
```
const fragment = document.createDocumentFragment();
for (let i = 0; i < 100; i++) {
const div = document.createElement('div');
div.textContent = `Item ${i}`;
fragment.appendChild(div);
}
document.body.appendChild(fragment);
```
## Optimize Loops
Loops are a fundamental part of JavaScript, but they can be optimized to run faster.
### Tip: Cache Length in Loops
When looping through arrays, cache the length to avoid recalculating it in each iteration.
```
const items = [/* array elements */];
for (let i = 0, len = items.length; i < len; i++) {
// Process items[i]
}
```
## Use Efficient Event Handling
Event listeners can degrade performance if not handled properly, especially in applications with many interactive elements.
### Tip: Event Delegation
Use event delegation to minimize the number of event listeners by taking advantage of event bubbling.
```
document.querySelector('#parentElement').addEventListener('click', (event) => {
if (event.target.matches('.childElement')) {
// Handle click event on childElement
}
});
```
## Debounce and Throttle
For events that fire rapidly (e.g., scroll, resize), use debounce and throttle techniques to limit the number of times your function is executed.
### Tip: Debounce
Execute a function only after a certain amount of time has passed since the last time it was invoked.
```
function debounce(func, delay) {
let timeoutId;
return function (...args) {
clearTimeout(timeoutId);
timeoutId = setTimeout(() => func.apply(this, args), delay);
};
}
const handleResize = debounce(() => {
console.log('Resized');
}, 300);
window.addEventListener('resize', handleResize);
```
### Tip: Throttle
Ensure a function is executed at most once in a specified period.
```
function throttle(func, limit) {
let lastFunc;
let lastRan;
return function (...args) {
const context = this;
if (!lastRan) {
func.apply(context, args);
lastRan = Date.now();
} else {
clearTimeout(lastFunc);
lastFunc = setTimeout(function () {
if ((Date.now() - lastRan) >= limit) {
func.apply(context, args);
lastRan = Date.now();
}
}, limit - (Date.now() - lastRan));
}
};
}
const handleScroll = throttle(() => {
console.log('Scrolled');
}, 300);
window.addEventListener('scroll', handleScroll);
```
## Optimize JSON Handling
Handling large JSON objects can be slow. Optimize your JSON parsing and stringifying.
### Tip: Stream JSON Parsing
For large JSON data, consider using streaming parsers like JSONStream.
```
const JSONStream = require('JSONStream');
const fs = require('fs');
fs.createReadStream('largeFile.json')
.pipe(JSONStream.parse('*'))
.on('data', (data) => {
console.log(data);
});
```
## Use Web Workers
For computationally heavy tasks, offload work to Web Workers to keep the main thread responsive.
```
const worker = new Worker('worker.js');
worker.postMessage('Start');
worker.onmessage = (event) => {
console.log('Message from Worker:', event.data);
};
// worker.js
self.onmessage = (event) => {
// Perform heavy computation
const result = performHeavyComputation(event.data);
self.postMessage(result);
};
function performHeavyComputation(data) {
// Simulate heavy computation
return data + ' processed';
}
```
## Lazy Load Images and Assets
Load images and other assets only when they are needed to reduce initial load time and save bandwidth.
### Tip: Intersection Observer
Use the Intersection Observer API to lazy load images as they come into the viewport.
```
const lazyImages = document.querySelectorAll('.lazy');
const imageObserver = new IntersectionObserver((entries, observer) => {
entries.forEach(entry => {
if (entry.isIntersecting) {
const img = entry.target;
img.src = img.dataset.src;
img.classList.remove('lazy');
observer.unobserve(img);
}
});
});
lazyImages.forEach(img => {
imageObserver.observe(img);
});
```
## Conclusion
Optimizing JavaScript performance is essential for creating fast and responsive web applications. By minimizing DOM access, optimizing loops, using efficient event handling, implementing debounce and throttle techniques, optimizing JSON handling, leveraging Web Workers, and lazy loading assets, you can significantly improve the performance of your JavaScript applications. Start implementing these tips and best practices today and notice the difference in your app’s performance.
Happy coding! 🚀
| parthchovatiya |
1,897,966 | How Cursor IDE Enhances Code Editing Using AI | 📝 Introduction to Cursor IDE Overview of Cursor IDE In the ever-evolving world... | 0 | 2024-06-24T04:00:00 | https://blog.da4ndo.com/how-cursor-ide-enhances-code-editing-using-ai | cursor, vscode, ai, tutorial | ## 📝 Introduction to Cursor IDE
### Overview of Cursor IDE
In the ever-evolving world of software development, having the right tools can make all the difference. Enter Cursor IDE, a groundbreaking code editor designed to enhance productivity through seamless AI integration.
### The Rise of New IDEs in the Software Development Landscape
The software development landscape is constantly changing, with new IDEs emerging to meet the needs of modern developers. Cursor IDE stands out by combining the best of Visual Studio Code with advanced AI capabilities.
## 🤷♂️ Why Choose Cursor IDE?
### Key Features
Cursor IDE offers a range of features that cater to both novice and experienced developers:
* 💡 **AI-Powered Code Suggestions with Copilot++**: This advanced tool makes suggestions based on a history of your recent changes, understands your intent, and can modify multiple lines at once. [Learn more about Copilot++](https://docs.cursor.com/cpp/introduction).
* 🗣️ **Natural Language Editing with Cmd-K**: Write code using natural language instructions. [Explore Cmd-K](https://docs.cursor.com/cmdk/introduction).
* 🌟 **Feels Familiar**: Import all your extensions, themes, and keybindings in one click.
* 🔒 **Privacy & Security**: With privacy mode, none of your code is stored by us. Cursor is SOC 2 certified.
* 🔑 **Bring Your Own Key**: Start out with your API Key. Use our hosted version for the full experience.
* 🎨 **Customizable UI**: The user interface is highly customizable to fit your preferences.
* 📂 **Enhanced Codebase Indexing**: Indexes your codebase for better and more accurate codebase answers. [Learn more about Codebase Indexing](https://docs.cursor.com/context/codebase-indexing).
* **Contextual AI with @web, @files, @folders, and Images 🌐**: Pass contextual information to the AI for more relevant suggestions. [Discover more about Contextual AI](https://docs.cursor.com/context/@-symbols/basic).
### Benefits Over Traditional IDEs
Cursor IDE seamlessly integrates AI into the coding workflow, making it an invaluable tool for any developer. The focus on privacy and security ensures that your code remains safe.

> Copilot++ autosuggesting code completion for faster development.

> Command + K keyboard shortcut

> Editing and accepting/rejecting suggested code changes from Edit
## 🛠️ Getting Started with Cursor IDE
### Installation Guide
To get started with Cursor IDE, simply download it from the [official website](https://www.cursor.com/). The installation process is straightforward, and you'll be up and running in no time.

### Basic Setup and Configuration
For those migrating from VS Code, the built-in import feature makes the transition effortless. Customize your settings and keybindings to match your preferences.
## 🔄 Migrating from VSCode to Cursor IDE
### Step-by-Step Migration Guide
Transitioning to Cursor IDE is a breeze. Import your extensions, settings, and keybindings with just a few clicks.
### Common Issues and Solutions
Encountering issues during migration? Check out the [Cursor Documentation](https://docs.cursor.com/get-started/migrate-from-vscode) for common solutions.
## 🖥️ Interface and User Experience
### Layout and Design
The user interface of Cursor IDE is designed to be intuitive and user-friendly. The activity bar is horizontal by default to save room for Chat, but you can easily switch it to a vertical orientation if you prefer.
### Customizability Options
Cursor IDE offers a highly customizable UI, allowing you to tailor the editor to your workflow.
## 🚀 Productivity Boosters in Cursor IDE
Boost your productivity with Cursor IDE's integrated AI features. These advanced tools understand your coding context and provide intelligent suggestions, helping you write code faster and with fewer errors.
## 🔒 Security Features in Cursor IDE
Cursor IDE promotes secure coding practices to help you write safe and reliable code.
## 🌐 Community and Support
Join the [Cursor IDE community forums](https://forum.cursor.com/) to connect with other developers, share knowledge, and access valuable resources. The forums are categorized into various topics such as General, Bug Reports, Feature Requests, and How To guides, making it easy to find and participate in discussions relevant to your interests. You can also browse through tags like in-progress, solved, and closed to quickly locate threads of interest.
Need help? You can directly report an issue to the Cursor IDE developers from within the application. Simply navigate to the "Help" menu and select "Report an Issue." This will allow you to provide detailed information about the problem you're experiencing, ensuring that the developers can address it promptly.
## 💰 Pricing

Cursor IDE offers a range of pricing plans to suit different needs, including a **FREE plan**. The free plan includes:
* Pro two-week trial
* 50 slow GPT-4 uses
* 200 cursor-small uses
* 2000 Copilot++ completions
For more advanced needs, you can upgrade to the **Pro** or **Business** plans. The Pro plan is $20/month and includes unlimited slow GPT-4 uses, 500 fast GPT-4 uses per month, and more. The Business plan is $40/user/month and includes additional features like an admin usage dashboard and centralized billing. For more details, visit the [Cursor Pricing Page](https://www.cursor.com/pricing).
Cursor also offers a variety of models to use, including GPT-4o, GPT-4-turbo-2024-04-09, GPT-4, GPT-3.5, cursor-small, Claude-3-Opus, and Claude-3.5-Sonett. If the free plan is not enough, you can always upgrade to the Pro version for more features and capabilities. [Learn more about the pricing and plans](https://www.cursor.com/pricing).
## 💡 Personal Experience with Cursor IDE
### My Transition from VSCode to Cursor
In my opinion, transitioning from VSCode to Cursor IDE was a smooth and rewarding experience. The AI-powered features and customizable UI have significantly boosted my productivity. I set rules in Cursor settings for all AI features to use, which has streamlined my workflow even further. Additionally, I use Cursor with the Pro plan, and it has proven to be trustable and highly effective.
### Tips and Tricks I Find Useful
Here are some tips and tricks that I find useful when using Cursor IDE:
* Utilize the AI-powered code suggestions to save time and reduce errors.
* Customize the UI to fit your workflow.
* Take advantage of the built-in debugging tools to quickly identify and fix issues.
* Enable privacy mode and automatic codebase indexing to make managing your projects much easier.
* Enable all Beta features as they offer valuable enhancements and improvements.
## 📝 Conclusion
### Summary of Cursor IDE's Strengths
Cursor IDE is more than just a code editor; it's a productivity powerhouse that leverages AI to make coding faster, easier, and more enjoyable.
### Final Thoughts and Recommendations
I highly recommend using Cursor IDE for its advanced features and productivity boosters. However, I do not recommend it for beginners in coding, as they might become highly dependent on AI and miss out on learning the fundamentals of coding.
## ❓ Frequently Asked Questions
### Why isn't Cursor completely free?
Large-language models cost quite a bit of money to run. To grow Cursor sustainably without compromising their service quality, they need to cover their costs.
### What is cursor-small?
cursor-small is Cursor's custom model that is not as capable as GPT-4 models but faster, useful for quick editing tasks.
### What are fast and slow uses?
Fast uses of GPT-4 are given first priority by Cursor's backend and are served faster than OpenAI's public API. On the Pro plan, once you hit your fast use limit, you can still use GPT-4, but your requests may be queued behind others at times of high load.
### What code do they store?
With "Privacy mode", your code is never stored anywhere other than your machine and will never be trained on. Otherwise, Cursor caches code snippets when you invoke the AI to improve their service.
### Do all Cursor features work with an API key?
A few of Cursor's features (including Copilot++ and Apply from Chat) are powered by custom models and cannot be charged to an API key.
### How do the plan limits work?
If you go over your limit, Cursor will nicely ask you to upgrade. You can use up to 50 uses of GPT-4 for free.
### Can I cancel my subscription plan?
Of course! Cancel at any time by clicking the manage plan button in settings.
### Where can I ask more questions?
Feel free to join and post on Cursor's forum. If you'd rather keep your question private, you can email them directly at hi@cursor.sh.
### Who owns the code generated in Cursor?
You! Regardless of whether you use the free, pro or business version of Cursor, all generated code is yours and free to be used however you like, including commercially.
### What is Copilot++?
Copilot++ is Cursor's native autocomplete feature. It's a more powerful version of Copilot that can suggest mid-line completions and entire diffs.
## 📚 References
* [Cursor Official Website](https://www.cursor.com/)
* [Cursor Documentation](https://docs.cursor.com/get-started/migrate-from-vscode)
* [Copilot++ Introduction](https://docs.cursor.com/cpp/introduction)
* [Codebase Indexing](https://docs.cursor.com/context/codebase-indexing)
* [Cursor Pricing Page](https://www.cursor.com/pricing)
## 🖼️ Images
* [Cursor.sh Featured Image](https://billionai.co/wp-content/uploads/elementor/thumbs/Cursor.sh-Featured-Image-New-2-qo6qv749be8yt04inngpjosdnnkfx1tsp24i053w34.jpg)
* [Cursor Features - CPP Rewrite](https://www.cursor.com/_next/image?url=%2Ffeatures%2Fcpp_rewrite.png&w=3840&q=75)
* [Changelog - Sub Diffs](https://changelog.cursor.sh/_next/image?url=%2F_next%2Fstatic%2Fmedia%2FsubDiffs.721e55c6.png&w=828&q=75)
* Cover Image by Glenn Carstens-Peters on Unsplash
## 🚀 Happy coding!
Feel free to leave your comments or questions below. If you found this project helpful, please share it with your peers and follow me for more web development tutorials. Happy coding!
## Follow and Subscribe:
* Website: da4ndo.com
* Email: contact@da4ndo.com | da4ndo |
1,898,320 | Unveiling the Developer Landscape: Collecting Activity Data from GitHub Repositories | GitHub, the world's largest code-hosting platform, pulsates with developer activity. This activity... | 0 | 2024-06-24T03:55:20 | https://dev.to/epakconsultant/unveiling-the-developer-landscape-collecting-activity-data-from-github-repositories-cph | github | GitHub, the world's largest code-hosting platform, pulsates with developer activity. This activity generates invaluable data – a treasure trove of insights into coding trends, project lifecycles, and developer behaviors. But how do you tap into this data stream? This article explores various methods for collecting activity data from GitHub repositories, empowering you to analyze and understand software development practices.
Understanding GitHub's Data Landscape:
GitHub offers various data sources for gleaning insights:
- Public Repositories: A vast majority of repositories on GitHub are public, making their data readily accessible for exploration.
- Events API: This API provides programmatic access to real-time information about events occurring within repositories, such as pushes, pull requests, and issue creation.
- GraphQL API: For more complex queries, GitHub's GraphQL API allows you to combine and filter data from various sources within the platform.
Harnessing the Power of APIs:
Here's a deeper dive into utilizing GitHub's APIs for collecting activity data:
1. Accessing the GitHub API:
- Create a Developer Account: Sign up for a free GitHub developer account (https://developer.github.com/) to gain access to the platform's APIs.
- Authentication: Authenticate your requests with API credentials to ensure secure data access. GitHub utilizes OAuth tokens for authentication.
2. Leveraging the Events API:
- Identify Relevant Events: The Events API offers a variety of events related to repository activity. These include push events (code commits), pull request events (code review requests), and issue events (bug reports and feature requests).
- Filtering and Pagination: Utilize filtering parameters to narrow down the data you collect. For instance, filter by specific repositories, timeframes, or event types. The API also supports pagination to handle large datasets.
3. Exploring the GraphQL API:
- Crafting Queries: GraphQL allows you to construct precise queries that combine data from various sources within GitHub. This empowers you to gather more comprehensive datasets tailored to your specific needs.
- Learning Resources: GitHub provides extensive documentation and tutorials for learning GraphQL. Consider familiarizing yourself with the basics before embarking on complex queries.
[Python and XML Parsing: A Beginners Journey: Unleashing the Power of XML Parsing with Python](https://www.amazon.com/dp/B0CNYXTRH9)
Alternative Methods: Web Scraping (with Caution):
- Ethical Considerations: Web scraping involves extracting data from websites. While technically possible for public GitHub repositories, it's crucial to adhere to GitHub's terms of service and avoid overwhelming their servers with scraping requests.
- Libraries and Tools: Libraries like Beautiful Soup (Python) can assist with web scraping tasks. However, exercise caution and prioritize API-based methods whenever possible.
Data Analysis and Visualization:
Once you've collected the activity data, the real magic begins!
- Data Cleaning and Preprocessing: Clean the data to remove inconsistencies or irrelevant information.
- Data Analysis Tools: Utilize data analysis tools like Python libraries (Pandas, Matplotlib) or data visualization tools (Tableau, Power BI) to uncover patterns and trends within the data.
Applications of GitHub Activity Data:
The insights gleaned from activity data can be applied in various ways:
- Software Development Research: Analyze trends in coding practices, identify popular technologies, or track project lifecycles to inform software development methodologies.
- Market Research: Gain insights into developer preferences for programming languages, frameworks, and libraries, aiding in product development strategies.
- Portfolio Building: Showcase your data analysis skills by exploring and visualizing activity data from public repositories, building an impressive portfolio piece.
Conclusion:
By leveraging GitHub's APIs and utilizing responsible data collection practices, you can unlock a treasure trove of information about developer activity. Analyze this data to gain insights into coding trends, project lifecycles, and software development best practices. Remember, responsible data collection and ethical considerations are paramount. With this knowledge in hand, you can contribute to a more informed and data-driven software development landscape. | epakconsultant |
1,898,319 | Leetcode - 207. Course Schedule | U can read the question properly and give a try once before coming to the solution Incase you have... | 0 | 2024-06-24T03:53:58 | https://dev.to/rakeshreddy512/leetcode-207-course-schedule-3cdi | U can read the question properly and give a try once before coming to the solution
Incase you have tried and need help you can continue through the solution 🤗
Taking the **Example - 1 **
Input: numCourses = 2, prerequisites = [[1,0]]
so this tells us that we need to be completing 2 courses
and in order to complete course 1 we need to complete course 0
so this is possible as u can first complete course0 and then course 1
Taking the **Example - 2**
Input: numCourses = 2, prerequisites = [[1,0],[0,1]]
so here we want to complete the 2 courses course 1 and course 0 , and the prerequisites tell us that
prerequisite1 -> [1,0] in order to complete course 1 i need to complete course 0 ,
but the catch is to complete course 0. i need to complete course 1 , did u observe the loop here

so u can never complete the 2 courses so we need to return false
Now the problem is u might have got this but u didn't get how to put this idea in code form 😖
idea -> if a loop is found we return false otherwise true
to find if we have a loop we need to traverse the tree and see if we r visiting any node twice on exploration
we can explore the tree by graph traversal algorithms like DFS (Depth First Search) or BFS (Breadth First Search) . In this blog we are going with DFS
DFS is like we visit all the neighbour's of a node and move to the next node .
so in-order to traverse the tree , we need to have the tree 🌴.
**Example 3**

This code gives the adjacency list or like a tree
```javascript
const prerequisites = [[0,1],[0,2],[1,3],[1,4],[3,4]]
const preReqMap = {};
prerequisites.forEach((item)=>{
if(preReqMap.hasOwnProperty(item[0])){
preReqMap[item[0]] = [...preReqMap[item[0]] ,item[1]]
}else{
preReqMap[item[0]] = [item[1]]
}
})
console.log(preReqMap)
```

u now know which node is connected to which all neighbors now we need to traverse and while traversing if we found loop we return false
```javascript
//visitset storing which all we have visited
let visited = {}
const dfs = (node) =>{
if(visited[node]){
return false // if we have already visited it
}
if(preReqMap[node] !==undefined){
if(preReqMap[node].length == 0){
return true //if no neighbour's that means course can be completed as no prerequisite is needed
}
visited[node] = true;//marking it visited
//Exploring all neighbors of the node in recursive fashion
for(let val of preReqMap[node]){
if(!dfs(val)){
return false // retur
}
}
}
visited[node] = false;
preReqMap[node] = [];
return true
}
```
Finally
```javascript
for(let key in preReqMap){
if(!dfs(key)){
return false
}
}
return true
```
Refer to - [this video by neetcode](https://www.youtube.com/watch?v=EgI5nU9etnU&t=249s) if you are not able to understand the code
Please do follow the series if you are struggling with leetcode questions 😇
| rakeshreddy512 | |
1,898,318 | Leetcode - 503. Next Greater Element II | key - in order to start in circular way -> generally we iterate starting from i=0 , j = (i+1) ... | 0 | 2024-06-24T03:52:50 | https://dev.to/rakeshreddy512/leetcode-503-next-greater-element-ii-2aoe | key - in order to start in circular way ->
generally we iterate starting from i=0 , j = (i+1) but since this is circular
we iterate i=0 , j = (i+1) % nums.length
in order to move to next element generally we do j++ or j = j +1
but since this is circular the next element of j will be (j+1) % nums.length
**Sample working **->
suppose when i goes to 3 , as j = i+1 ie 4 it crossed the end incase of nums = [1,2,1] , (i+1) % 4 ie 4 % 4 gives 0 , so it starts from index 0 instead of going to index 4
**Learning**
we can fill array of size n with -1 using new Array(n).fill(-1);
we can use break statements in for loops to exit out of loop
continue statement will skip one iteration
```javascript
/**
* @param {number[]} nums
* @return {number[]}
*/
var nextGreaterElements = function(nums) {
const n = nums.length;
const result = new Array(n).fill(-1)
for (let i = 0; i < nums.length; i++) {
let j = (i + 1) % nums.length; // Start from next index in a circular manner
while (j !== i) {
if (nums[j] > nums[i]) {
result[i] = nums[j];
break; // Break out of the loop once we find the next greater element
}
j = (j + 1) % nums.length; // Move to the next index in a circular manner
}
}
return result;
};
```
Please do follow the series if you are struggling with leetcode questions 😇
| rakeshreddy512 | |
1,898,317 | Leetcode - 929. Unique Email Addresses | Lets quickly go into the solution for the unique email addresses problem we can see every email in... | 0 | 2024-06-24T03:51:41 | https://dev.to/rakeshreddy512/leetcode-929-unique-email-addresses-2joi | Lets quickly go into the solution for the unique email addresses problem
we can see every email in _localName + @ + domainName_ this form
```javascript
let localName = email.split('@')[0] ?? '';
const domainName = email.split('@')[1];
```
And the question tells if localName has + sign in it we need to ignore the rest of the characters after it , example "m.y+name@email.com" is equal to "m.y@email.com"
```javascript
if (localName.includes('+')) {
localName = localName.split('+')?.[0];
}
```
Also the question tells us that if we have . in email then it is considered as forwardable to the email , after replacing . (dot) with '' empty character
```javascript
if (localName.includes('.') || domainName.includes('.')) {
isForwardable = true;
localName = localName.replace(/\./g, '');
}
if (isForwardable) {
return localName + '@' + domainName; //returning email
} else {
return ''; //returning empty string if not forwardible
}
```
Complete code
```javascript
/**
* @param {string[]} emails
* @return {number}
*/
const convertEmail = email => {
let localName = email.split('@')[0] ?? '';
const domainName = email.split('@')[1];
let isForwardable = false;
if (localName.includes('+')) {
localName = localName.split('+')?.[0];
}
if (localName.includes('.') || domainName.includes('.')) {
isForwardable = true;
localName = localName.replace(/\./g, '');
}
if (isForwardable) {
return localName + '@' + domainName;
} else {
return '';
}
};
var numUniqueEmails = function(emails) {
let uniqueEmails = new Set();
emails.forEach(email => {
const convertedEmail = convertEmail(email);
if (convertedEmail !== '') {
uniqueEmails.add(convertedEmail);
}
});
return uniqueEmails.size;
};
```
Please do follow the series if you are struggling with leetcode questions 😇
| rakeshreddy512 | |
1,898,165 | ARM Template: Azure Webapp | Creation of Azure Webapp using ARM Templates Step1: ARM Template for creating Azure... | 27,899 | 2024-06-23T23:01:41 | https://dev.to/learnwithsrini/arm-templates-part1-3lfd | azure, arm, devops, iac | #Creation of Azure Webapp using ARM Templates
**Step1:** ARM Template for creating Azure Webapp
```
{
"$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
"contentVersion": "1.0.0.0",
"parameters": {},
"functions": [],
"variables": {},
"resources": [
{
"type": "Microsoft.Web/serverfarms",
"apiVersion": "2022-09-01",
"name": "plansrinivas2024",
"location": "[resourceGroup().location]",
"sku":{
"name" :"F1",
"capacity":1
},
"properties": {
"name" : "plansrinivas2024"
}
},
{
"type": "Microsoft.Web/sites",
"apiVersion": "2022-09-01",
"name": "newappsrinivas2024",
"location": "[resourceGroup().location]",
"properties": {
"name" : "newappsrinivas2024",
"serverFarmId" : "[resourceId('Microsoft.Web/serverfarms','plansrinivas2024')]"
},
"dependsOn": [
"[resourceId('Microsoft.Web/serverfarms','plansrinivas2024')]"
]
}
],
"outputs": {}
}
```
**Step2:**Go to portal.azure.com and create a new resource group as **arm-template1**

**Step3:**Search with template deployment in azure portal and select the option highlighted in the picture

**Step4:** Select the resource group created earlier then review and create

**Step5:** Select the custom template

**Step6:** Paste the ARM Template code

**Step7:** Save the plan, review and create

**Step8:** Go the resource group **arm-template1** selected for the arm template

**Step9:** Delete the resource group: arm-template1 created for this exercise for avoiding expenses

References :
1. [ARM App Service plan](https://learn.microsoft.com/en-us/azure/templates/microsoft.web/serverfarms?pivots=deployment-language-arm-template)
2. [ARM Web App](https://learn.microsoft.com/en-us/azure/templates/microsoft.web/sites?pivots=deployment-language-arm-template)
3. [Understand the structure and syntax of ARM templates
](https://learn.microsoft.com/en-us/azure/azure-resource-manager/templates/syntax)
Conclusion : Created a Azure webapp using ARM Template
💬 If you enjoyed reading this blog post and found it informative, please take a moment to share your thoughts by leaving a review and liking it 😀 and follow me in [dev.to](https://dev.to/srinivasuluparanduru) , [linkedin ](https://www.linkedin.com/in/srinivasuluparanduru)
| srinivasuluparanduru |
1,898,316 | Unveiling the Playground: Top GitHub Projects for Beginners in AI and Machine Learning | The world of Artificial Intelligence (AI) and Machine Learning (ML) may seem like a labyrinth for... | 0 | 2024-06-24T03:50:01 | https://dev.to/epakconsultant/unveiling-the-playground-top-github-projects-for-beginners-in-ai-and-machine-learning-4pjl | github | The world of Artificial Intelligence (AI) and Machine Learning (ML) may seem like a labyrinth for beginners. But fear not! GitHub, a treasure trove of open-source code, offers a plethora of projects designed specifically for those taking their first steps in this fascinating domain. Here, we explore some of the best AI and ML projects on GitHub for beginners, equipping you with the practical experience needed to ignite your journey.
1. Exploring Classics with Scikit-learn:
- Project: https://scikit-learn.org/ Tutorials
- Description: Dive into the heart of ML with scikit-learn, a Python library renowned for its user-friendly implementation of classic machine learning algorithms. These tutorials guide you through tasks like building a linear regression model to predict housing prices or a k-Nearest Neighbors model for image classification.
- Benefits: Gain hands-on experience with fundamental ML concepts like data preprocessing, model training, and evaluation.
2. Building a Chatbot with Rasa:
- Project: https://rasa.com/ - Getting Started with Rasa
- Description: Chatbots are a compelling entry point into AI. This project from Rasa walks you through building a simple chatbot using their open-source framework. You'll learn to train the bot on conversation data and craft responses, making it interactive and engaging.
- Benefits: Grasp the core principles of Natural Language Processing (NLP), a subfield of AI concerned with human-computer interaction.
3. Demystifying Deep Learning with TensorFlow Playgrounds:
- Project: https://playground.tensorflow.org/
- Description: TensorFlow, a powerful library for deep learning, can seem intimidating. TensorFlow Playgrounds offers a gamified approach, introducing core deep learning concepts like neural networks and training processes through interactive exercises.
- Benefits: Develop an intuitive understanding of deep learning through a fun and engaging interface.
[The Beginner Programming Guide For Ninja Trader 8: The First Book For Ninja Trader 8 Programming](https://www.amazon.com/dp/B0CLKZK91R)
4. Recognizing Handwritten Digits with MNIST:
- Project: https://github.com/topics/mnist-dataset
- Description: The MNIST dataset, a collection of handwritten digits, serves as a classic introduction to image classification tasks in ML. Several projects on GitHub offer implementations using various libraries like TensorFlow or PyTorch, allowing you to build a model that recognizes these handwritten digits.
- Benefits: Gain practical experience in image classification, a cornerstone of computer vision applications.
5. Building a Music Recommender System:
- Project: https://github.com/topics/recommendation-system (Explore various recommender system projects)
- Description: Recommender systems power the suggestions you see on streaming services or online stores. Explore beginner-friendly projects on GitHub that utilize techniques like collaborative filtering to build a music recommender system. You'll learn how to analyze user data and recommend music based on their preferences.
- Benefits: Understand the principles behind recommender systems, a ubiquitous technology in today's digital world.
Beyond the List:
These are just a few examples to spark your exploration. Here are some additional tips for navigating GitHub's treasure trove of AI and ML projects:
- Filter by Difficulty: Many projects are tagged with difficulty levels (beginner, intermediate, advanced). Choose projects that align with your current skill set.
- Read Project Descriptions: Project descriptions often outline the project's purpose, required skills, and step-by-step instructions.
- Consider Actively Maintained Projects: Opt for projects that are actively maintained by developers, as they are more likely to have up-to-date code and a supportive community.
Conclusion:
Embrace the learning journey! Start with these beginner-friendly projects on GitHub and gradually progress towards more complex endeavors. Remember, consistent practice and exploration are key to mastering the art of AI and ML. As you dive deeper, don't hesitate to engage with the vibrant AI and ML communities online. With dedication and the valuable resources available on GitHub, you can unlock the potential of these fascinating fields and contribute to the ever-evolving world of AI and Machine Learning. | epakconsultant |
1,898,315 | A Cool Cat Alternative as Text Printer in Terminal | I usually use cat to print printable texts in terminal. But, I few days ago I found cool tool like... | 0 | 2024-06-24T03:49:35 | https://dev.to/fitrafep/a-cool-cat-alternative-as-text-printer-in-terminal-205o | I usually use cat to print printable texts in terminal. But, I few days ago I found cool tool like cat but it uses syntax highlighting and git integration. Its name is bat.
I show you what it looks like. I print uncomitted changed file and I use both cat and bat to see their differences.

*Using cat*

*Using bat* | fitrafep | |
1,898,313 | Data Compression: Under 256 characters | This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer. ... | 0 | 2024-06-24T03:48:48 | https://dev.to/thepurpleowl/data-compression-under-256-characters-2jg1 | devchallenge, cschallenge, computerscience, beginners | *This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*
## Explainer
<!-- Explain a computer science concept in 256 characters or less. -->
Data compression is reducing bits needed to represent data.
S:`she sees sea`-needs 80bits(8bits/char).
_If_
- _only 3 words_(`she`,`sees`,`sea`) exist, S:"<u>00</u> <u>01</u> <u>10</u>"-6bits
- _all alphabets exist & S is only sentence_, S:"<u>1</u> <u>001</u> <u>01</u> <u>1</u> <u>01</u> <u>01</u> <u>1</u> <u>1</u> <u>01</u> <u>000</u>"(Huffman coding)-18bits.
### Additional Context
<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->
{% embed https://en.wikipedia.org/wiki/Huffman_coding %}
<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->
<!-- Don't forget to add a cover image to your post (if you want). -->
<!-- Thanks for participating! --> | thepurpleowl |
1,898,312 | Java Scripts In Six Weaks | [16:52, 6/21/2024] Nitin Kumar: www.instagram.com/p/C8KEOE_yqQa/?igsh=MWw3b2cyY3Y3eWFyeg== [07:52,... | 0 | 2024-06-24T03:44:52 | https://dev.to/nitin_kumar_8d95be7485e37/java-scripts-in-six-weaks-59nm |

[16:52, 6/21/2024] Nitin Kumar: www.instagram.com/p/C8KEOE_yqQa/?igsh=MWw3b2cyY3Y3eWFyeg==
[07:52, 6/24/2024] Nitin Kumar: 🌟 Journey to Mastering JavaScript in Six Weeks! 🌟
Hey everyone,
I'm thrilled to announce that I've started a six-week journey to master JavaScript! 🎉 Throughout the next few weeks, I'll be updating my progress, key learnings, and challenges on LinkedIn, Instagram, and the DEV Community.
🔍 What to Expect:
- Weekly Updates: Sharing what I've learned each week.
- Tips & Tricks: Handy tips for fellow learners.
- Collaboration: Let's connect and support each other in this learning journey.
If you're also learning JavaScript or interested in improving your skills, let's collaborate and learn together! 💪
Follow me for updates, and feel free to reach out if you'd like to share resources, ask questions, or connect with like-minded learners.
hashtag
@JavaScript
@LearningJourney
@Coding
@Programming
@WebDevelopment
@Collaboration
@LearningTogether
@Rowaida El-Shaprawy
@pythondev
| nitin_kumar_8d95be7485e37 | |
1,898,311 | A Brief History of Cyber Security | Cyber Security is action to protect network and technolocy such as hardware, software, and data from... | 0 | 2024-06-24T03:43:01 | https://dev.to/fitrafep/a-brief-history-of-cyber-security-ipd | Cyber Security is action to protect network and technolocy such as hardware, software, and data from cyberthreat. It is equally opposite to Hacking that is a criminal activity one that hack and crack a system, make a virus and steal the data instead of secure it.
A guy named Bob Thomas wrote a program that able to move across the network by itself and leave a small trail. He named it creeper, It is not actively malicious program because it doesn’t damage the data. It just prints the messages “I’m the creeper. Catch me if you can.”
Later, Ray Tomlinson saw it and he liked it. He modifed the program and make it self-replicated. Then it was accepted as computer worm.
Another worm named Morris Worm appeared in 1986 and caused mayhem on the internet. It attacked more than thousands of systems on the internet. It is around 10% computer that connected to internet.
But the program creator didn’t foresee ths consequences. More importantly this act also let to the formation of the computer emergency response team as a non-profit research center for systemic issues that micht affect internet as a whole.
Nowadays viruses were deadlier more invasive and harder to controle. We have already experianced cyber incidens on a massive scale and 2021 isn’t close to over but these atacks are anough to prove that cyber security is a necessity for corporations and small businesses alike | fitrafep | |
1,898,310 | Custom Shopify Development for eCommerce Stores | Boost Your eCommerce Success! 📈 Discover how our Custom Shopify Development Services can enhance... | 0 | 2024-06-24T03:39:11 | https://dev.to/mobisoftinfotech/custom-shopify-development-for-ecommerce-stores-3k03 |

Boost Your eCommerce Success! 📈 Discover how our Custom Shopify Development Services can enhance user experience and drive sales. Check out our infographic to learn more! https://mobisoftinfotech.com/services/shopify | mobisoftinfotech | |
1,898,309 | From Messy to Managed: Taming Your Hair with the Right Clipper | From Crazy Hair to Cool Style: Tame Your Mane and the hair clippers that are best We all desire the... | 0 | 2024-06-24T03:39:02 | https://dev.to/malks_eipodk_1b1222ff7f12/from-messy-to-managed-taming-your-hair-with-the-right-clipper-1f4n | hairclipper, kemei | From Crazy Hair to Cool Style: Tame Your Mane and the hair clippers that are best
We all desire the most readily useful for regards to hair care to our hair. It might feel tough to manage their locks, especially when it grows out of control and becomes unmanageable. Happily, and the clippers which can be right you are able to keep your hair in check and keep maintaining the design you like. In the event that you're trying to find an device that is efficient get yourself a perfect haircut, you have come to the destination that is right. Read on to learn more about how to tame the kemei hair clipper that is best to your hair
Benefits of utilizing Hair Clippers
There are many importance to locks that is using over scissors that are traditional including:
: Clippers are safer than scissors because they have guard to avoid cuts which are accidental
: Clippers is quicker plus easier to use, saving you some time power
- Clippers supply a most cut that is precise making your locks searching neater
: Clippers work well for those who choose short hair nevertheless do not desire to visit the barber frequently
- The hair clipper kemei perfect for individuals who have to cut their locks by themselves, such as for instance athletes or people
Innovation of Hair Clippers
Hair clipper technology has arrived a ways that are considerable their innovation into the century that is 19th. Nowadays there are various sorts of clippers available, created with various properties to make their grooming enjoy easier and much more comfortable. A few of the innovations that are current:
: Cordless clippers which run on electric batteries for simple maneuverability.
- Clippers and blade that is different that let for precise trimming of any locks size
- Clippers and adjustable guards, rendering it an task that is easy attain hair that is different
: Clippers and designs that are ergonomic reduce hand tiredness throughout use
- Clippers with high-powered engines that cut through thick locks and simplicity
Safety Factors for Hair Clippers
Although locks clippers are usually safe to make use of, there are always a protection which is few your must keep in your mind:
- Always see the instructions carefully before utilizing your clippers for the time that is first
: Keep their hair dry before utilizing clipper to avoid clogging them and hair
- avoid clippers that are employing the vision as delicate areas of the face to stop injuries
- Regularly neat and oils the blades to stop rust and ensure smooth cutting
Utilizing Hair Clippers
Using locks clippers is not too difficult, but there is the steps which are few follow to have the most outcome that is useful
- pick the blade that is appropriate or attachment to reach the specified hairstyle
- begin at the best setting plus slowly augment the size till your attain the desired looks
- utilize a comb to help guide the clippers during your locks plus ensure an cut also
- Move the clippers against the way of new hair growth for the more also and cut that are constant
Quality plus Application of Hair Clippers
In terms of hair clippers, quality is key. Purchasing a clipper which was help that is high-quality save both time and frustration later on. Locate a clipper by having a motor that is sturdy razor-sharp blades, and design that is ergonomic. Look at the application of clippers, whether for residence use or use that is professional. Each time in addition, choose a kemei clippers that fits your own hair's texture plus length to deliver a smooth, effortless cut
Source: https://www.yiwukemei.com/application/kemei-hair-clipper | malks_eipodk_1b1222ff7f12 |
1,898,307 | Computer Science Challenge - Structure Padding | This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer. ... | 0 | 2024-06-24T03:35:29 | https://dev.to/harshitads44217/computer-science-challenge-structure-padding-37ie | devchallenge, cschallenge, computerscience, beginners | *This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*
## Explainer
Structure padding: Like neatly lining books on a shelf, compilers add empty bytes (padding) between struct members for faster processor access. This can make structs larger than expected!
## Additional Context
Consider this code:-
```c++
#include <iostream>
struct Data {
char c; // 1 byte
int i; // 4 bytes (assuming 32-bit system)
};
int main() {
std::cout << sizeof(Data) << std::endl; // Might be > 5!
}
```
Explanation:
- This code defines a Data struct with a char and an int.
- Similar to the previous example, we use `sizeof(Data)` to print the struct size. Here, padding might occur to ensure the int aligns with its preferred boundary (often 4 bytes on 32-bit systems).
- The expected size would be 1 (char) + 4 (int) = 5 bytes. However, the actual size might be greater due to padding.
- If you ask me, then it will be 8 bytes, since we are assuming a 32-bit system that will read the memory in the chunks of 4 bytes. This does not allow other variables to take the left 3 bytes (8-5) space. Hence 8 bytes will get occupied by the object of struct `Data` for faster processor access.
**Note:**
The exact amount of padding can vary depending on the compiler and target architecture.

- This image is generated using the prompt:- "Alan Turing, the computer scientist, explaining the concept of structure padding in C++ pride month color palette rainbow color"
<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->
<!-- Don't forget to add a cover image to your post (if you want). -->
<!-- Thanks for participating! --> | harshitads44217 |
1,898,305 | How to Build a Travel Agent with OpenAI API | Introduction Building an AI Agent has never been easier, thanks to the OpenAI API. In this... | 0 | 2024-06-24T03:34:31 | https://dev.to/jackyxbb/how-to-build-a-travel-agent-with-openai-api-2hoj | openai, ai, agent | ## Introduction
Building an AI Agent has never been easier, thanks to the OpenAI API. In this guide, we'll show you how to create your own AI agent to plan trips and provide travel tips. This step-by-step tutorial will help you build an AI-driven travel agent quickly. If you're wondering how to build an AI from scratch, this guide will walk you through the process. Let's get started!
## Who is this for?
This tutorial is intended for developers with basic knowledge of JavaScript and React who want to integrate OpenAI's capabilities into their applications to create intelligent, conversational agents.
## What will be covered?
1. React useEffect and useState Hooks
2. How to access weather API through OpenAI
3. Implementing weather, flight, and hotel data fetching using OpenAI.
***You can find the complete project code on [GitHub](https://github.com/jacky-xbb/travel-agent).***
## Step-by-Step Guide
### **1. Initialize the Project with Vite**
Create a new Vite project:
```bash
npm create vite@latest travel-agent -- --template react
cd travel-agent
```
### 2. Configure Environment Variables
Create a `.env` file in the root of your project and add your API keys:
```bash
VITE_OPENAI_API_KEY=your-openai-api-key
VITE_OPENAI_BASE_URL=https://api.openai.com/v1
VITE_WEATHER_API_KEY=your-openweathermap-api-key
```
### 3. **Install Necessary Dependencies**
Install dependencies for TailwindCSS, React Router, DatePicker, and other utilities:
```bash
npm install tailwindcss postcss autoprefixer react-router-dom react-datepicker openai
```
### 4. **Set Up TailwindCSS**
Initialize TailwindCSS:
```bash
npx tailwindcss init -p
```
Configure `tailwind.config.js`:
```
module.exports = {
content: [
"./index.html",
"./src/**/*.{js,ts,jsx,tsx}",
],
theme: {
extend: {},
},
plugins: [],
}
```
Add Tailwind directives to `src/index.css`:
```css
@tailwind base;
@tailwind components;
@tailwind utilities;
```
### 5. **Project Directory Structure**
Organize your project files as follows:
```
src/
├── components/
│ └── TravellerCounter.jsx
├── pages/
│ ├── Plan.jsx
│ └── Suggestion.jsx
├── utils/
│ ├── openai.js
│ ├── tools.js
│ └── weather.js
├── App.jsx
├── main.jsx
└── index.css
```
### 6. **TravellerCounter Component**
**src/components/TravellerCounter.jsx**
```jsx
import React from 'react';
import PropTypes from 'prop-types';
function TravellerCounter({ count, setCount }) {
// Function to increment the traveler count
const increment = () => setCount(count + 1);
// Function to decrement the traveler count, ensuring it doesn't go below 1
const decrement = () => setCount(count > 1 ? count - 1 : 1);
return (
<div className="max-w-xs mb-4">
<label htmlFor="quantity-input" className="block mb-2 text-sm font-medium text-gray-900">Number of Travellers</label>
<div className="relative flex items-center max-w-[8rem]">
<button
type="button"
id="decrement-button"
onClick={decrement}
className="bg-gray-100 hover:bg-gray-200 border border-gray-300 rounded-s-lg p-3 h-11">
<svg className="w-3 h-3 text-gray-900" aria-hidden="true" viewBox="0 0 18 2">
<path stroke="currentColor" strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M1 1h16" />
</svg>
</button>
<div className="bg-gray-50 border-x-0 border-gray-300 h-11 text-center text-gray-900 text-sm w-full py-2.5">{count}</div>
<button
type="button"
onClick={increment}
id="increment-button"
className="bg-gray-100 hover:bg-gray-200 border border-gray-300 rounded-e-lg p-3 h-11">
<svg className="w-3 h-3 text-gray-900" aria-hidden="true" viewBox="0 0 18 18">
<path stroke="currentColor" strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M9 1v16M1 9h16" />
</svg>
</button>
</div>
</div>
);
}
TravellerCounter.propTypes = {
count: PropTypes.number.isRequired, // Ensure count is a required number
setCount: PropTypes.func.isRequired, // Ensure setCount is a required function
};
export default TravellerCounter;
```
This component renders a label and buttons to increment or decrement the traveler count. The decrement button ensures the count doesn't go below 1. The buttons use SVGs to represent plus and minus symbols. The component also uses PropTypes to enforce the types of its props.
### 7. **Plan Page**
**src/pages/Plan.jsx**
```jsx
import React, { useState } from 'react';
import { useNavigate } from 'react-router-dom';
import DatePicker from 'react-datepicker';
import 'react-datepicker/dist/react-datepicker.css';
import TravellerCounter from '../components/TravellerCounter';
function Plan() {
const navigate = useNavigate();
const [flyingFrom, setFlyingFrom] = useState('Shanghai');
const [flyingTo, setFlyingTo] = useState('Tokyo');
const [fromDate, setFromDate] = useState(new Date());
const [toDate, setToDate] = useState(new Date(new Date().setDate(new Date().getDate() + 4)));
const [budget, setBudget] = useState(1000);
const [travelers, setTravelers] = useState(1);
const [errors, setErrors] = useState({ flyingFrom: '', flyingTo: '', fromDate: '', toDate: '', budget: '' });
// Validate city name using a regex that only allows letters and spaces
const validateCity = (city) => /^[a-zA-Z\\s]+$/.test(city);
// Validate budget to ensure it's a positive number
const validateBudget = (budget) => !isNaN(budget) && budget > 0;
// Handle form submission
const handleSubmit = (e) => {
e.preventDefault();
const isValidFlyingFrom = validateCity(flyingFrom);
const isValidFlyingTo = validateCity(flyingTo);
const isValidBudget = validateBudget(budget);
const isValidDates = fromDate <= toDate;
if (isValidFlyingFrom && isValidFlyingTo && isValidBudget && isValidDates) {
// Navigate to the suggestion page with the form data
navigate('/suggestion', {
state: { flyingFrom, flyingTo, fromDate, toDate, budget, travelers }
});
} else {
// Set error messages for invalid inputs
setErrors({
flyingFrom: isValidFlyingFrom ? '' : 'Invalid city name',
flyingTo: isValidFlyingTo ? '' : 'Invalid city name',
fromDate: isValidDates ? '' : 'From Date should be less than or equal to To Date',
toDate: isValidDates ? '' : 'To Date should be greater than or equal to From Date',
budget: isValidBudget ? '' : 'Invalid budget amount',
});
}
};
return (
<div className="flex flex-col items-center py-8 mx-auto max-w-md">
<h1 className="mb-4 text-2xl font-bold text-center">Travel Agent</h1>
<form className="w-full" onSubmit={handleSubmit} noValidate>
<TravellerCounter count={travelers} setCount={setTravelers} />
<div className="mb-4">
<label className="block mb-1 text-gray-700">Flying from</label>
<input
type="text"
value={flyingFrom}
onChange={(e) => setFlyingFrom(e.target.value)}
className="w-full px-3 py-2 border rounded-md"
/>
{errors.flyingFrom && <p className="mt-1 text-red-500">{errors.flyingFrom}</p>}
</div>
<div className="mb-4">
<label className="block mb-1 text-gray-700">Flying to</label>
<input
type="text"
value={flyingTo}
onChange={(e) => setFlyingTo(e.target.value)}
className="w-full px-3 py-2 border rounded-md"
/>
{errors.flyingTo && <p className="mt-1 text-red-500">{errors.flyingTo}</p>}
</div>
<div className="mb-4">
<label className="block mb-1 text-gray-700">From Date</label>
<DatePicker selected={fromDate} onChange={(date) => setFromDate(date)} className="w-full px-3 py-2 border rounded-md" />
{errors.fromDate && <p className="mt-1 text-red-500">{errors.fromDate}</p>}
</div>
<div className="mb-4">
<label className="block mb-1 text-gray-700">To Date</label>
<DatePicker selected={toDate} onChange={(date) => setToDate(date)} className="w-full px-3 py-2 border rounded-md" />
{errors.toDate && <p className="mt-1 text-red-500">{errors.toDate}</p>}
</div>
<div className="mb-4">
<label className="block mb-1 text-gray-700">Budget ($)</label>
<input
type="number"
value={budget}
onChange={(e) => setBudget(e.target.value)}
className="w-full px-3 py-2 border rounded-md"
/>
{errors.budget && <p className="mt-1 text-red-500">{errors.budget}</p>}
</div>
<button type="submit" className
="w-full px-4 py-2 text-white bg-green-500 rounded-md hover:bg-green-700">
Plan my Trip!
</button>
</form>
</div>
);
}
export default Plan;
```
This code defines the `Plan` component, which includes:
- State hooks to manage input values (`flyingFrom`, `flyingTo`, `fromDate`, `toDate`, `budget`, and `travelers`).
- Validation functions to ensure that city names are valid and budgets are positive numbers.
- An `handleSubmit` function that validates the form inputs and navigates to the `Suggestion` page with the form data if all inputs are valid. If not, it sets appropriate error messages.
- The JSX structure of the form, including input fields and a `TravellerCounter` component for managing the number of travelers.
### 8. **Suggestion Page**
**src/pages/Suggestion.jsx**
```jsx
import React, { useEffect, useState } from 'react';
import { useLocation } from 'react-router-dom';
import { format } from 'date-fns';
import { client } from '../utils/openai';
import { tools } from '../utils/tools';
const messages = [
{
role: "system", content: `
You are a helpful AI agent. Transform technical data into engaging,
conversational responses, but only include the normal information a
regular person might want unless they explicitly ask for more. Provide
highly specific answers based on the information you're given. Prefer
to gather information with the tools provided to you rather than
giving basic, generic answers.
`
},
];
function Suggestion() {
const location = useLocation(); // Get the location object from react-router
const { state } = location; // Extract state from the location object
const { flyingFrom, flyingTo, fromDate, toDate, budget, travelers } = state || {}; // Destructure state properties
// State variables to store API responses
const [weather, setWeather] = useState('');
const [hotel, setHotel] = useState('');
const [flights, setFlights] = useState('');
const [loading, setLoading] = useState({ weather: true, flights: true, hotel: true }); // Loading states for each data type
useEffect(() => {
if (!state) {
return; // Early return if state is missing
}
if (!flyingFrom || !flyingTo) {
return; // Early return if essential data is missing
}
// Fetch weather information
const fetchWeather = async () => {
try {
const weatherMessages = [
...messages,
{ role: "user", content: `Get the weather for ${flyingTo}` }
];
const weatherRunner = client.beta.chat.completions.runTools({
model: "gpt-4-1106-preview",
messages: weatherMessages,
tools
}).on("message", (message) => console.log(message));
const weatherContent = await weatherRunner.finalContent();
setWeather(weatherContent); // Set weather state
} catch (err) {
console.error(err);
setWeather('Failed to fetch weather'); // Handle error
} finally {
setLoading(prev => ({ ...prev, weather: false })); // Set loading state to false
}
};
// Fetch flight information
const fetchFlights = async () => {
try {
const flightMessages = [
{ role: "system", content: `You are a helpful agent.` },
{ role: "user", content: `I need flight options from ${flyingFrom} to ${flyingTo}.` }
];
const response = await client.chat.completions.create({
model: "gpt-4-1106-preview",
messages: flightMessages
});
const flightContent = response.choices[0].message.content;
setFlights(flightContent); // Set flights state
} catch (err) {
console.error(err);
setFlights('Failed to fetch flights'); // Handle error
} finally {
setLoading(prev => ({ ...prev, flights: false })); // Set loading state to false
}
};
// Fetch hotel information
const fetchHotels = async () => {
try {
const hotelMessages = [
{ role: "system", content: `You are a helpful agent.` },
{ role: "user", content: `I need hotel options in ${flyingTo} for ${travelers} travelers within a budget of ${budget} dollars.` }
];
const response = await client.chat.completions.create({
model: "gpt-4-1106-preview",
messages: hotelMessages
});
const hotelContent = response.choices[0].message.content;
setHotel(hotelContent); // Set hotel state
} catch (err) {
console.error(err);
setHotel('Failed to fetch hotels'); // Handle error
} finally {
setLoading(prev => ({ ...prev, hotel: false })); // Set loading state to false
}
};
fetchWeather();
fetchFlights();
fetchHotels();
}, [state, flyingFrom, flyingTo, travelers, budget]); // Dependencies for useEffect
if (!state) {
return <div>Error: Missing state</div>; // Error message if state is missing
}
return (
<div className="flex flex-col items-center py-8 mx-auto max-w-md">
<h1 className="mb-4 text-2xl font-bold text-center">Your Trip</h1>
<div className="flex justify-between w-full mb-4">
<div className="px-3 py-2 text-white bg-green-500 rounded-md">→ {format(new Date(fromDate), 'dd MMM yyyy')}</div>
<div className="px-3 py-2 text-white bg-green-500 rounded-md">{format(new Date(toDate), 'dd MMM yyyy')} ←</div>
</div>
<div className="w-full p-4 mb-4 border rounded-md">
<h2 className="text-xl font-bold">{flyingFrom} → {flyingTo}</h2>
</div>
<div className="w-full p-4 mb-4 border rounded-md">
<h2 className="mb-2 text-xl font-bold">Weather</h2>
<p>{loading.weather ? 'Fetching weather...' : weather}</p> {/* Display weather or loading message */}
</div>
<div className="w-full p-4 mb-4 border rounded-md">
<h2 className="mb-2 text-xl font-bold">Flights</h2>
<p>{loading.flights ? 'Fetching flights...' : flights}</p> {/* Display flights or loading message */}
</div>
<div className="w-full p-4 mb-4 border rounded-md">
<h2 className="mb-2 text-xl font-bold">Hotel</h2>
<p>{loading.hotel ? 'Fetching hotels...' : hotel}</p> {/* Display hotels or loading message */}
</div>
</div>
);
}
export default Suggestion;
```
The `Suggestion` component:
- Uses the `useLocation` hook from `react-router-dom` to access the state passed from the `Plan` page.
- Initializes state variables to store weather, flight, and hotel information, as well as loading states for each.
- Uses the `useEffect` hook to fetch weather, flight, and hotel information when the component mounts or when any dependency changes.
- Fetches data using the OpenAI API and sets the state with the fetched data.
- Renders the trip details, weather, flight, and hotel information. If the data is still being fetched, it shows a loading message.
*Please refer to the [documentation](https://github.com/openai/openai-node/tree/master?tab=readme-ov-file#automated-function-calls) for detailed usage instructions for the runTools feature.*
### 9. **OpenAI Client Configuration**
**src/utils/openai.js**
```jsx
import OpenAI from "openai";
const openAIApiKey = import.meta.env.VITE_OPENAI_API_KEY; // Import OpenAI API key from environment variables
const openAIUrl = import.meta.env.VITE_OPENAI_BASE_URL; // Import OpenAI base URL from environment variables
export const client = new OpenAI({
apiKey: openAIApiKey,
baseURL: openAIUrl,
dangerouslyAllowBrowser: true,
});
```
This code configures the OpenAI client using the API key and base URL from environment variables. The client is exported for use in other parts of the application.
### 10. **Tools Configuration**
**src/utils/tools.js**
```jsx
import { getWeather } from './weather';
export const tools = [
{
type: 'function',
function: {
function: getWeather,
parse: JSON.parse,
parameters: {
type: 'object',
properties: {
city: { type: 'string' },
},
required: ['city']
},
},
}
];
```
This code defines a tools configuration that includes a weather-fetching function. The `getWeather` function is imported from the `weather.js` module. The tool configuration specifies the expected input parameters and how to parse them.
### 11. **Weather Utility**
**src/utils/weather.js**
*You need to create an API Key on the [openweathermap](https://openweathermap.org/api).*
```jsx
const weatherAIApiKey = import.meta.env.VITE_WEATHER_API_KEY; // Import weather API key from environment variables
export async function getWeather({ city }) {
try {
const endpoint = `http://api.openweathermap.org/data/2.5/forecast?q=${city}&appid=${weatherAIApiKey}&units=
metric`;
const response = await fetch(endpoint);
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status} ${response.statusText}`);
}
const data = await response.json();
const weatherReport = displayWeather(data);
return { report: weatherReport };
} catch (error) {
console.error('Error fetching weather data:', error.message);
throw error;
}
}
export function displayWeather(data) {
const targetTime = '12:00:00'; // Specific time to extract the weather data
const dailyData = data.list.filter(entry => entry.dt_txt.includes(targetTime));
return dailyData.slice(0, 5).map(entry => {
const date = entry.dt_txt.split(' ')[0];
const description = entry.weather[0].description;
const temp_min = entry.main.temp_min;
const temp_max = entry.main.temp_max;
return `Date: ${date}, Weather: ${description}, Temperature: Min ${temp_min}°C, Max ${temp_max}°C`;
}).join('\\n');
}
```
This module defines two functions: `getWeather` and `displayWeather`.
- `getWeather`: Fetches weather data from the OpenWeatherMap API using the provided city name. It processes the API response and extracts relevant weather information.
- `displayWeather`: Filters and formats the weather data for a specific time of the day (12:00:00) and returns a string with weather details for the next five days.
### 12. **Running the Application**
1. **Start the Development Server:**
```bash
npm run dev
```
2. **Access the Application:**
Open your browser and navigate to `http://localhost:5173`.
Congratulations! You have successfully built a travel agent application using Vite and TailwindCSS. This guide should help you understand the basic structure and functionalities implemented in this project.
## Conclusion
In this tutorial, we've built a travel agent using OpenAI API that simplifies the process of planning a trip by providing personalized suggestions. This agent fetches flight options, hotel recommendations, and weather forecasts based on user inputs.
## References
1. [GitHub Repo](https://github.com/jacky-xbb/travel-agent)
2. [Install Tailwind CSS with Vite](https://tailwindcss.com/docs/guides/vite)
3. [OpenWeatherMap API](https://openweathermap.org/api)
4. [OpenAI Automated function calls](https://github.com/openai/openai-node/tree/master?tab=readme-ov-file#automated-function-calls) | jackyxbb |
1,898,292 | Supercharging Modern Applications with AWS AppSync | Supercharging Modern Applications with AWS AppSync In today's digital landscape, users... | 0 | 2024-06-24T03:10:35 | https://dev.to/virajlakshitha/supercharging-modern-applications-with-aws-appsync-2p8d | 
# Supercharging Modern Applications with AWS AppSync
In today's digital landscape, users expect real-time, responsive, and personalized experiences across all their devices. Building applications that deliver this can be complex and time-consuming, requiring developers to manage data synchronization, offline capabilities, and intricate backend infrastructure. This is where AWS AppSync comes in, providing a fully managed serverless GraphQL service that simplifies application development and empowers developers to build engaging and scalable applications with ease.
### What is AWS AppSync?
AWS AppSync is a fully managed service that simplifies the development of GraphQL APIs by providing:
- **Unified Data Access:** AppSync acts as a single endpoint for querying data from various sources, including databases (Amazon DynamoDB, Amazon Aurora, etc.), APIs, and even serverless functions (AWS Lambda).
- **Real-time and Offline Capabilities:** Build applications with real-time data updates and offline functionality, ensuring seamless user experiences even with intermittent connectivity.
- **Secure and Scalable:** Leverage AWS's robust security features and AppSync's inherent scalability to build reliable and high-performing applications.
- **Simplified Development:** Focus on building application logic instead of managing infrastructure complexities. AppSync handles schema definition, resolvers (functions connecting queries to data sources), and API gateway configurations.
### Delving into AppSync: Core Components
AppSync's power lies in its well-defined architecture, consisting of:
1. **Schema Definition:** Defines the types of data your API will handle and the operations (queries, mutations, subscriptions) allowed on them. This schema, written in GraphQL Schema Definition Language (SDL), acts as a contract between your client and server.
```graphql
type Todo {
id: ID!
name: String!
completed: Boolean!
}
type Query {
getTodos: [Todo]
getTodoById(id: ID!): Todo
}
type Mutation {
createTodo(name: String!): Todo
updateTodo(id: ID!, completed: Boolean!): Todo
}
```
2. **Resolvers:** Act as the bridge between the schema and your data sources. Written as functions (e.g., using Node.js or Python in AWS Lambda), resolvers fetch or modify data in response to client requests. They parse the GraphQL request, interact with the backend, and format the response back according to the schema.
3. **Data Sources:** AppSync supports a variety of data sources:
- **Amazon DynamoDB:** A NoSQL database offering low latency and high scalability, well-suited for real-time applications.
- **Amazon Aurora:** A MySQL and PostgreSQL-compatible relational database, offering the familiarity of SQL within AppSync.
- **AWS Lambda:** Enables integration with virtually any data source or API using custom logic within serverless functions.
- **Amazon Elasticsearch Service:** A managed Elasticsearch service for powerful search and analytics capabilities within your AppSync API.
- **HTTP:** Integrate with existing REST APIs or any publicly accessible endpoint.
4. **API:** Once your schema, resolvers, and data sources are configured, AppSync exposes your GraphQL API as a secure endpoint, ready to be consumed by your application clients.
### Real-World Use Cases: Beyond the Basics
Here's how AWS AppSync addresses specific use case scenarios:
**1. Real-time Collaboration:** Imagine building a collaborative document editing platform. AppSync's real-time subscriptions allow multiple users to see changes made by others instantly, enhancing the collaborative experience.
* **Implementation:** Use AppSync subscriptions triggered by mutations (data updates). When a user edits the document, the change is pushed to the backend (e.g., DynamoDB). AppSync then notifies all subscribed clients about this update in real-time, enabling them to reflect the changes instantly.
**2. Mobile-First Applications with Offline Support:** Consider a field data collection app used in areas with unreliable internet. AppSync enables offline data synchronization.
* **Implementation:** Integrate AppSync with a local data store on the device (e.g., SQLite). When online, the app synchronizes with the backend. While offline, changes are stored locally and automatically synchronized when connectivity is restored, ensuring data integrity and a seamless offline experience.
**3. Microservice Integration:** In a microservice architecture, retrieving data from multiple services can be cumbersome. AppSync acts as an API gateway, abstracting this complexity.
* **Implementation:** Define a unified GraphQL schema in AppSync representing data from different microservices. Resolvers would then interact with each service (potentially using AWS API Gateway or directly) and aggregate data into a single response, presenting a simplified view for client applications.
**4. Personalized User Experiences:** Delivering tailored content to users enhances engagement. AppSync, combined with analytics data, powers personalized experiences.
* **Implementation:** Store user preferences and behavior data (e.g., purchase history, browsing patterns) in a database. Leverage AppSync resolvers to dynamically fetch this data and tailor API responses. For example, a "Recommended Products" query could return different results based on user-specific data.
**5. Internet of Things (IoT) Data Management:** Handling real-time data streams from IoT devices is crucial for monitoring and analysis.
* **Implementation:** Use AWS IoT Core to ingest data from devices. Configure AppSync subscriptions to receive real-time updates from IoT Core. Build dashboards or visualizations within your application that react instantly to device data changes. For historical analysis, store the data in a time-series database like Amazon Timestream and query it via AppSync.
### Alternatives to Consider: Expanding the Landscape
While AWS AppSync offers a robust solution, consider these alternatives:
- **Hasura:** Open-source GraphQL engine that connects to your databases and instantly provides a GraphQL API. Focuses on instant setup and ease of use, ideal for rapid prototyping.
- **GraphCMS:** A headless CMS with a built-in GraphQL API, suitable for content-heavy applications requiring flexible content management.
- **Building a Custom GraphQL Server:** Provides maximum flexibility and control, but comes with increased development and maintenance overhead.
### Conclusion: Empowering the Future of Application Development
AWS AppSync empowers developers to build modern, data-driven applications with real-time capabilities, offline functionality, and streamlined data access. Its serverless nature simplifies infrastructure management, enabling you to focus on delivering exceptional user experiences. As we move towards increasingly interconnected and data-rich applications, tools like AppSync will be essential for building the next generation of software.
### Advanced Use Case: Architecting a Real-Time Logistics Platform with AppSync and AWS Services
**The Challenge:** Building a logistics platform that provides real-time tracking of shipments, dynamic route optimization based on traffic conditions and delivery windows, and seamless communication between drivers, dispatchers, and customers.
**Solution Architecture:**
1. **Data Ingestion and Processing:**
- **IoT Devices on Vehicles:** Capture GPS location, vehicle status, and sensor data (temperature, humidity, etc.).
- **AWS IoT Core:** Ingest data streams from devices, perform initial data processing, and trigger downstream services.
- **AWS Lambda:** Implement custom logic for advanced data transformation and enrichment (e.g., geocoding addresses, calculating estimated arrival times).
- **Amazon Kinesis Data Streams:** Handle high-throughput real-time data streams from IoT devices for tasks like anomaly detection or predictive maintenance.
2. **Real-Time Data Management and Synchronization:**
- **Amazon DynamoDB:** Store shipment details, driver information, customer orders, and real-time location updates for low-latency access.
- **AWS AppSync:**
- Expose a GraphQL API for client applications to interact with real-time data.
- Use subscriptions to push location updates to dispatchers and customers, providing live tracking on maps.
- Allow drivers to receive optimized routes based on real-time traffic conditions (pulled from a service like Google Maps API via Lambda resolvers).
3. **Communication and Collaboration:**
- **Amazon Chime SDK:** Embed real-time chat and video conferencing features into the platform, allowing drivers to communicate with dispatchers and customers directly.
- **AppSync Mutations:** Update shipment statuses in real-time (e.g., "Out for Delivery," "Delivered"), triggering notifications to relevant parties.
4. **Data Analytics and Insights:**
- **Amazon Elasticsearch Service:** Analyze historical location and sensor data for route optimization, driver performance evaluation, and predictive maintenance.
- **Amazon QuickSight:** Build dashboards and visualizations to track key metrics and gain insights into operational efficiency.
**Benefits:**
- **Enhanced Customer Experience:** Real-time tracking and seamless communication increase transparency and customer satisfaction.
- **Operational Efficiency:** Dynamic routing and real-time data insights optimize delivery routes, reduce fuel costs, and improve overall efficiency.
- **Scalability and Reliability:** Leverage AWS's managed services to build a highly scalable and fault-tolerant platform that can handle massive amounts of data and users.
By combining the power of AWS AppSync with other services like IoT Core, Lambda, and DynamoDB, this architecture demonstrates how to build a sophisticated, real-time logistics platform capable of handling the complexities of modern supply chains.
| virajlakshitha | |
1,898,304 | One Byte Explainer: Large Language Models | This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer. ... | 0 | 2024-06-24T03:34:16 | https://dev.to/dchaley/one-byte-explainer-large-language-models-5dpp | devchallenge, cschallenge, computerscience, beginners | *This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*
## Explainer
LLMs communicate “like humans” by modeling our patterns. They’re limited: they only use patterns from training data. But: LLM training data is much larger than an average human’s memory. Like humans, when LLMs don’t know, they make stuff up (hallucinate).
## Additional Context
TEAM: @dchaley @lynnlangit
| dchaley |
1,898,300 | Maintaining Work-Life Balance: Dos and Don'ts for Developers | 👨💻 Achieving a healthy work-life balance is crucial for developers to maintain productivity,... | 0 | 2024-06-24T03:26:48 | https://dev.to/dipakahirav/maintaining-work-life-balance-dos-and-donts-for-developers-1if4 | development, workplace, programming, management | 👨💻 Achieving a healthy work-life balance is crucial for developers to maintain productivity, creativity, and overall well-being. Here are some essential dos and don’ts to help you strike the right balance between work and personal life:
please subscribe to my [YouTube channel](https://www.youtube.com/@DevDivewithDipak?sub_confirmation=1
) to support my channel and get more web development tutorials.
### Dos for Maintaining Work-Life Balance ✅
### 1. **Do Set Clear Boundaries 🛑**
- **Define work hours**: Establish specific start and end times for your workday.
- **Separate workspaces**: Create a dedicated workspace to physically separate work from personal life.
- **Communicate boundaries**: Let your team and family know your work hours to avoid interruptions.
### 2. **Do Prioritize Tasks 📋**
- **Use a task manager**: Tools like Trello, Asana, or Notion can help you organize and prioritize tasks.
- **Focus on high-impact tasks**: Identify and tackle the most important tasks first.
- **Break down projects**: Divide large projects into smaller, manageable tasks to avoid overwhelm.
### 3. **Do Take Regular Breaks ⏸️**
- **Follow the Pomodoro Technique**: Work for 25 minutes, then take a 5-minute break.
- **Step away from the screen**: Use breaks to move around, stretch, or get some fresh air.
- **Schedule longer breaks**: Plan for lunch and other longer breaks to recharge during the day.
### 4. **Do Make Time for Exercise 🏋️**
- **Incorporate physical activity**: Aim for at least 30 minutes of exercise daily.
- **Try different activities**: Mix up your routine with activities like yoga, running, or strength training.
- **Use workout apps**: Apps like Fitbod, Nike Training Club, or MyFitnessPal can help you stay on track.
### 5. **Do Practice Mindfulness and Relaxation 🧘**
- **Meditate regularly**: Even 10 minutes of meditation can reduce stress and improve focus.
- **Practice deep breathing**: Use techniques like box breathing to calm your mind.
- **Schedule relaxation time**: Dedicate time each day to unwind and relax.
### 6. **Do Pursue Hobbies and Interests 🎨**
- **Engage in activities you enjoy**: Hobbies can provide a mental break from work.
- **Learn something new**: Take up a new hobby or skill to keep your mind active and engaged.
- **Balance work with play**: Ensure you allocate time for fun and recreation.
### 7. **Do Connect with Friends and Family 👪**
- **Make time for loved ones**: Prioritize quality time with family and friends.
- **Stay connected virtually**: Use video calls and messaging apps to stay in touch.
- **Plan social activities**: Schedule regular outings or virtual hangouts to maintain social connections.
### Don'ts for Maintaining Work-Life Balance 🚫
### 1. **Don’t Overwork Yourself 🕰️**
- **Avoid long hours**: Stick to your defined work hours and avoid excessive overtime.
- **Don’t skip breaks**: Taking regular breaks is crucial for maintaining productivity and preventing burnout.
- **Don’t neglect rest**: Ensure you get enough sleep and rest to recharge.
### 2. **Don’t Bring Work Home 🏠**
- **Avoid working in personal spaces**: Keep work out of your bedroom and other relaxation areas.
- **Turn off work notifications**: Disable work-related notifications outside of work hours.
- **Don’t check emails after hours**: Resist the urge to check work emails or messages during your personal time.
### 3. **Don’t Neglect Your Health 🏥**
- **Avoid unhealthy habits**: Don’t skip meals, exercise, or sleep for work.
- **Take care of your mental health**: Seek support if you’re feeling overwhelmed or stressed.
- **Don’t ignore physical discomfort**: Address any physical issues, such as ergonomic problems, promptly.
### 4. **Don’t Sacrifice Personal Time ⏳**
- **Don’t let work consume you**: Make sure you have time for personal interests and relaxation.
- **Avoid multitasking with personal activities**: Focus on personal activities without the distraction of work.
- **Protect your weekends**: Use weekends to relax and recharge, avoiding work-related tasks.
### 5. **Don’t Isolate Yourself 🏝️**
- **Avoid working in isolation**: Stay connected with colleagues and participate in team activities.
- **Don’t neglect social interactions**: Make an effort to maintain your social life outside of work.
- **Seek support when needed**: Reach out to friends, family, or professionals if you need help.
---
By following these dos and don’ts, you can create a more balanced and fulfilling lifestyle as a developer. Remember, maintaining a healthy work-life balance not only enhances your productivity but also contributes to your overall well-being and happiness. 🌟
please subscribe to my [YouTube channel](https://www.youtube.com/@DevDivewithDipak?sub_confirmation=1
) to support my channel and get more web development tutorials.
Happy coding! 🚀
### Follow and Subscribe:
- **Instagram**: [devdivewithdipak](https://www.instagram.com/devdivewithdipak)
- **Website**: [Dipak Ahirav] (https://www.dipakahirav.com)
- **Email**: dipaksahirav@gmail.com
- **YouTube**: [devDive with Dipak](https://www.youtube.com/@DevDivewithDipak?sub_confirmation=1
)
- **LinkedIn**: [Dipak Ahirav](https://www.linkedin.com/in/dipak-ahirav-606bba128)
| dipakahirav |
1,898,299 | One Byte Explainer: Recursion | This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer. ... | 0 | 2024-06-24T03:25:35 | https://dev.to/dchaley/one-byte-explainer-recursion-3lid | devchallenge, cschallenge, computerscience, beginners | *This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*
## Explainer
The recursive insight: split problems into simpler pieces. Sum 3 numbers by adding the 1st to the sum of the next 2. Divide & conquer the work then merge the parts. If you can solve the simplest, and you can make a problem simpler, you can solve anything.
## Additional Context
TEAM: @dchaley @lynnlangit
| dchaley |
1,898,298 | Save Money: Buy Used Books Online from Thrift Book Store | Used books are usually significantly cheaper than new ones. By getting used, you are able to save... | 0 | 2024-06-24T03:22:14 | https://dev.to/yajeda9403/save-money-buy-used-books-online-from-thrift-book-store-1m5b | Used books are usually significantly cheaper than new ones. By getting used, you are able to save yourself an amazing sum of money, rendering it simpler to develop your individual selection without breaking the bank. [Save Money: Buy Used Books Online from Thrift Book Store]([url=https://oneclickinfohub.blogspot.com/]Save Money: Buy Used Books Online from Thrift Book Store[/url]
)
| yajeda9403 | |
1,898,267 | Nowy tytuł | A post by Test User | 0 | 2024-06-24T02:14:57 | https://dev.to/mishuga/test-fjg | mishuga | ||
1,898,297 | A Comprehensive Guide to C++ Algorithms 🚀 | A comprehensive guide to standard C++ algorithms for programming enthusiasts. | 27,801 | 2024-06-24T03:22:04 | https://getvm.io/tutorials/a-complete-guide-to-standard-c-algorithms | getvm, programming, freetutorial, technicaltutorials |
As a passionate C++ programmer, I recently stumbled upon an incredible resource that has completely transformed my understanding of the standard library algorithms. Let me introduce you to "A Complete Guide to Standard C++ Algorithms" - a must-have for any C++ enthusiast!
## Dive into the Depths of C++ Algorithms 🧠
This comprehensive guide covers a wide range of standard C++ algorithms, providing you with a deep understanding of their practical applications. From the basics to the more advanced concepts, the course takes you on a journey through the powerful tools available in the C++ standard library.
## Hands-on Learning with Code Samples and Exercises 🖥️
One of the best things about this resource is the inclusion of C++ code samples and exercises. You'll have the opportunity to reinforce your understanding by putting the concepts into practice. Whether you're a beginner or an experienced C++ programmer, these hands-on activities will help you solidify your knowledge.
## Explore the Latest C++20 Features 🌟
The guide also delves into the exciting new features introduced in C++20, including ranges and views. You'll learn how to leverage these powerful constructs to write more efficient and expressive C++ code.
## Get Started with a Streamlined Setup 🛠️
Setting up your development environment has never been easier. The course provides instructions on building the project from sources using VSCode and Docker, or TeXstudio, ensuring a smooth and hassle-free learning experience.
## Recommendation 👍
I highly recommend this course to any C++ programmer who wants to deepen their understanding of the standard library algorithms and their practical applications. With its comprehensive coverage, engaging content, and hands-on approach, this guide is a true gem for anyone looking to level up their C++ skills. 🎉
You can access the resource at: [https://github.com/HappyCerberus/book-cpp-algorithms](https://github.com/HappyCerberus/book-cpp-algorithms)
## Enhance Your Learning with GetVM Playground 🚀
To truly unlock the power of "A Complete Guide to Standard C++ Algorithms," I highly recommend using the GetVM Playground. This online coding environment seamlessly integrates with the course, allowing you to put the concepts into practice right away.
With the GetVM Playground, you can write, execute, and debug your C++ code without the hassle of setting up a local development environment. The intuitive interface and instant feedback make it the perfect companion for this comprehensive guide. 🤖
One of the best things about the GetVM Playground is its ability to save your progress. You can pick up where you left off, ensuring a smooth and uninterrupted learning experience. Plus, the platform's collaborative features enable you to share your code with peers, fostering a vibrant community of C++ enthusiasts.
So, as you dive into "A Complete Guide to Standard C++ Algorithms," be sure to visit the GetVM Playground at [https://getvm.io/tutorials/a-complete-guide-to-standard-c-algorithms](https://getvm.io/tutorials/a-complete-guide-to-standard-c-algorithms). Unlock the full potential of this resource and elevate your C++ skills to new heights. 💻
---
## Practice Now!
- 🔗 Visit [A Complete Guide to Standard C++ Algorithms](https://github.com/HappyCerberus/book-cpp-algorithms) original website
- 🚀 Practice [A Complete Guide to Standard C++ Algorithms](https://getvm.io/tutorials/a-complete-guide-to-standard-c-algorithms) on GetVM
- 📖 Explore More [Free Resources on GetVM](https://getvm.io/explore)
Join our [Discord](https://discord.gg/XxKAAFWVNu) or tweet us [@GetVM](https://x.com/getvmio) ! 😄 | getvm |
1,898,295 | INTRODUCTION | Hi guys I am Ashwin A.K from chennai,Tamil Nadu,India currently persuing my bachelor's in AI and ML... | 0 | 2024-06-24T03:14:50 | https://dev.to/ashwin_ak_999/introduction-43n1 | Hi guys I am Ashwin A.K from chennai,Tamil Nadu,India currently persuing my bachelor's in AI and ML with handful of knowledge in python,c,java and all other technologies.My dream is to build and deploy a Robotic AI system with a longer vision and sustainable to all class of people. I hope this community will help me in all aspects THANK YOU!! | ashwin_ak_999 | |
1,898,294 | Partition, format, and mount a drive on Ubuntu | Reference: https://www.howtogeek.com/106873/how-to-use-fdisk-to-manage-partitions-on-linux/ ... | 0 | 2024-06-24T03:13:49 | https://dev.to/mss/partition-format-and-mount-a-drive-on-ubuntu-28h2 | Reference:
* https://www.howtogeek.com/106873/how-to-use-fdisk-to-manage-partitions-on-linux/
## List logical disks and partitions
`sudo fdisk -l`
## Partition the disk
`sudo fdisk /dev/sdb`
* Press `n` to create a partition
* Press `p` or `l` to create primary or logical partitions
* Press `w` to write your changes or `q` to quit
## Format the partition
* `sudo mkfs -t ext4 /dev/sdb1`
* `sudo mkfs -t ext4 -N 2000000 /dev/sdb1` - This will manually set the number of inodes to 2,000,000
## Mount disk
* `mount` - Shows what is mounted
* `mkdir /mnt/mydrive`
* `mount -t ext4 /dev/sdb1 /mnt/mydrive`
## Get disk's UUID
`ls -al /dev/disk/by-uuid/`
or
`blkid`
## Mount at boot
Add the following line to your `/etc/fstab` file adjusting the UUID to your device's id and the directory to where you want to mount:
`UUID=811d3de0-ca6b-4b61-9445-af2e306d9999 /mnt/mydrive ext4 defaults 0 0`
`mount -a` - remounts filesystems from `/etc/fstab`
| mss | |
1,898,293 | How to Build a Sales Tracking System [Quick Tutorial] | Sales tracking is so important because it provides insights into performance, identifies trends, and... | 0 | 2024-06-24T03:12:09 | https://five.co/blog/how-to-build-a-sales-tracking-system/ | sales, tutorial, shopify, backend | <!-- wp:paragraph -->
<p>Sales tracking is so important because it provides insights into performance, identifies trends, and helps strategic decision-making.</p>
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<p>Now, you might be wondering, "how do I set up a sales tracking system?" We'll walk you through the basics:</p>
<!-- /wp:paragraph -->
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<ol><!-- wp:list-item -->
<li>What exactly is a sales tracking system?</li>
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<li>What are some good tools to help you track sales?</li>
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<li>How can you build your own custom sales tracking system?</li>
<!-- /wp:list-item --></ol>
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<p>By the time we're done, you'll have a solid grasp on how to track your sales. Let's dive in!</p>
<!-- /wp:paragraph -->
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<h2 class="wp-block-heading">What is a Sales Tracking System?</h2>
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<p>A sales tracking system is a tool that monitors and analyzes your entire sales process. It's like a digital dashboard for your sales team, capturing vital data at every stage - from initial leads to closed deals and follow-ups.</p>
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<p>This system does more than just count sales. It provides valuable insights into:</p>
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<ol><!-- wp:list-item -->
<li>Who your potential customers are</li>
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<li>How they interact with your business</li>
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<li>Which products or services are selling best</li>
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<li>How your sales team is performing</li>
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<p>By collecting and organizing this data, a sales tracking system helps you spot trends, forecast future sales, and identify areas where you can improve your sales strategy.</p>
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<h2 class="wp-block-heading">How to Build a Sales Tracking System</h2>
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<p>Building a robust sales tracking system doesn't have to be complicated. Here's a step-by-step approach:</p>
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<li><strong>Use a Centralized System</strong>: Ensure all sales data is captured in a single, centralized system to avoid data silos and ensure data consistency.</li>
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<li><strong>Automate Data Entry</strong>: Minimize manual data entry by automating the capture of sales data from various sources like directly from your website.</li>
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<li><strong>Track Key Metrics</strong>: Monitor important sales metrics, such as conversion rates, sales cycle length, average deal size, and sales pipeline stages.</li>
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<li><strong>Visualize Data</strong>: Use charts, dashboards, and reports to visualize sales data and identify trends and patterns easily.</li>
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<p>Remember, the goal of sales tracking isn't just to collect data - it's to use that information to make smarter decisions and grow your business.</p>
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<h2 class="wp-block-heading">How Do You Track Sales Data?</h2>
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<p>Tracking sales data involves several steps, from capturing data to analyzing it for insights. Here’s a step-by-step guide to building a sales tracking system using Five:</p>
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<h3 class="wp-block-heading">Building a Custom Sales Tracking System: Prerequisites</h3>
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<p>This guide will walk you through the process of building a custom sales tracking system using Five (a rapid application builder). By the end of this tutorial, you'll learn how to develop an external web application that tracks your sales activities. Here’s what you'll need to get started:</p>
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<ol><!-- wp:list-item -->
<li><strong>Five Installation</strong>: Get free access to Five which allows you to build custom online database applications. To get started, sign up <a href="https://five.co/get-started/">here</a>.</li>
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<li><strong>Sales Data Source</strong>: Ensure you have access to your sales data, whether it's from an existing CRM, e-commerce platform, or other sales-related tools. <strong>Today we'll be connecting to Shopify.</strong></li>
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<p>Once you are equipped with Five, you will connect it to your sales data source and treat it as a data source for your web app. This enables you to build forms, <a href="https://five.co/blog/how-to-build-charts-using-the-chart-wizard/">charts, dashboards</a>, and <a href="https://five.co/blog/generate-mysql-pdf-report/">reports</a> on top of the data.</p>
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<p>If you don't want to follow this full tutorial you can download our free <a href="https://five.co/use-cases/sales-tracker-tool/"><strong>sales tracker templ</strong></a><strong><a href="https://five.co/use-cases/sales-tracker-tool/">ate here</a></strong>.</p>
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<h2 class="wp-block-heading">Step 1: Configuring Your Sales Data Source</h2>
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<p>To configure your sales data source, follow these steps:</p>
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<ol><!-- wp:list-item -->
<li><strong>Log into Your Sales Platform</strong>: Log into your existing sales platform (such as your CRM or e-commerce platform) and identify the API or data export options available.</li>
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<li><strong>Create an API Connection</strong>: If your platform provides API access, create a connection to allow Five to interact with your sales data. Configure the API access scopes for the data you wish to track, such as leads, opportunities, sales transactions, and customer interactions.</li>
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<li><strong>Generate API Credentials</strong>: Generate the necessary API credentials (such as an API key or access token) and save them securely for future use.</li>
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<!-- /wp:separator -->
<!-- wp:heading -->
<h2 class="wp-block-heading">Step 2: Configuring The Shopify API</h2>
<!-- /wp:heading -->
<!-- wp:paragraph -->
<p>For Shopify users:</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>Log into your Shopify admin dashboard and navigate to Settings -> Apps and Sales Channels. This area shows all the applications currently installed in your store.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>To create a new custom application, click on the 'Develop apps' button located at the top right of the page.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>If you're having trouble locating this option, refer to the screenshot of Shopify's backend admin console below.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3100,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/Frame-64-1024x471-1.png" alt="Using Shopify as the data source for your sales tracking software." class="wp-image-3100"/></figure>
<!-- /wp:image -->
<!-- wp:paragraph -->
<p>Assign a name to the application (for this guide, we’ve named it 'fiveteststore', and we will use this name throughout).</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>Then, go to the 'Configuration' section and specify the API access scopes for the data you want to share with an external system, such as Products, Orders, Inventory, etc.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>After completing the configuration, go to the 'API Credentials' tab. Shopify will prompt you to install your application. Once installed, Shopify will generate an Admin API access token. This token is only displayed once, so make sure to save it in a secure location for future use.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"align":"center","id":3101,"width":"565px","height":"auto","sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image aligncenter size-full is-resized"><img src="https://five.co/wp-content/uploads/2024/06/image-removebg-preview-1.png" alt="" class="wp-image-3101" style="width:565px;height:auto"/></figure>
<!-- /wp:image -->
<!-- wp:separator -->
<hr class="wp-block-separator has-alpha-channel-opacity"/>
<!-- /wp:separator -->
<!-- wp:heading {"level":3} -->
<h3 class="wp-block-heading">Step 2: Integrating Shopify with Five</h3>
<!-- /wp:heading -->
<!-- wp:paragraph -->
<p>First, launch Five and click the yellow + button to create a new application. Give it a name and press save. Then, select Manage to start developing your application. This is the starting point for creating your custom app using Shopify data.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3103,"width":"840px","height":"auto","sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full is-resized"><img src="https://five.co/wp-content/uploads/2024/06/image-1-1024x576-1-1.png" alt="" class="wp-image-3103" style="width:840px;height:auto"/></figure>
<!-- /wp:image -->
<!-- wp:separator -->
<hr class="wp-block-separator has-alpha-channel-opacity"/>
<!-- /wp:separator -->
<!-- wp:paragraph -->
<p>Next we will use the Shopify API that we have just set up.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>1. Begin by clicking on Data -> Connection Wizard.<br>The Connection Wizard in Five makes it easy to link to REST APIs and set up API endpoint mappings, simplifying your integration tasks.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3104,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/image-2-1024x190-1.png" alt="" class="wp-image-3104"/></figure>
<!-- /wp:image -->
<!-- wp:paragraph -->
<p>2. Inside the Connection Wizard, click on the Read List Mapping tab. Here, enter the URLs for your API. The URL structure is:</p>
<!-- /wp:paragraph -->
<!-- wp:code -->
<pre class="wp-block-code"><code>https://{your_store_name}.myshopify.com/admin/api/{api_version}/products.json</code></pre>
<!-- /wp:code -->
<!-- wp:paragraph -->
<p>Replace <code>{your_store_name}</code> with the name of your store and <code>{api_version}</code> with the latest version of the API <a href="https://shopify.dev/docs/api/release-notes">which you can find here.</a></p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>(Note: For this guide, we'll be retrieving product details from the store. Make sure you have granted product access to the API during Step 1.)</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>3. Add your URL to Five's Connection Wizard. It should look something like this: Now, add your Admin API access token as a header.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3105,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/Frame-65-1024x548-1.png" alt="" class="wp-image-3105"/></figure>
<!-- /wp:image -->
<!-- wp:separator -->
<hr class="wp-block-separator has-alpha-channel-opacity"/>
<!-- /wp:separator -->
<!-- wp:list -->
<ul><!-- wp:list-item -->
<li>Click on the Headers Tab just below the URL field. Use 'x-shopify-access-token' as the name and paste your Admin API access token as the value.</li>
<!-- /wp:list-item -->
<!-- wp:list-item -->
<li>Click 'Send', and a list with details of all your products will appear.</li>
<!-- /wp:list-item -->
<!-- wp:list-item -->
<li>Next, navigate to the 'Field Mapping' tab to see how Five interprets your data. Five converts the JSON it receives from Shopify into a format similar to a traditional database table, which is very useful for querying this data in SQL. In Field Mapping, you can modify the data and display types of your fields. Five will automatically recognize the ID field as the primary key. If it doesn’t, make sure to tick the checkbox labeled primary key next to the ID field.</li>
<!-- /wp:list-item -->
<!-- wp:list-item -->
<li>Repeat this process for the other actions - 'read single', 'update', and 'delete' - using the following URL format:</li>
<!-- /wp:list-item --></ul>
<!-- /wp:list -->
<!-- wp:code -->
<pre class="wp-block-code"><code>https://{your_store_name}.myshopify.com/admin/api/{api_version}/products/:id.json</code></pre>
<!-- /wp:code -->
<!-- wp:paragraph -->
<p>This URL format is necessary because these actions require a specific product ID. By using the <code>:id</code> variable, <a href="https://five.co/blog/using-webservices-to-connect-to-rest-apis/">Five can dynamically handle this requirement.</a></p>
<!-- /wp:paragraph -->
<!-- wp:separator -->
<hr class="wp-block-separator has-alpha-channel-opacity"/>
<!-- /wp:separator -->
<!-- wp:heading {"level":3} -->
<h3 class="wp-block-heading">Step 3: Utilizing the Shopify API as a Data Source</h3>
<!-- /wp:heading -->
<!-- wp:paragraph -->
<p>Our custom app is now successfully linked to our Shopify store, allowing us to use the Shopify API within Five for various features such as forms, charts, data views, and reports.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>Now we will develop a form to create, read, update, and delete products from our store.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>In Five, navigate to “Visual” -> “Form Wizard”. Select your connection in the primary data source lookup.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>Five will automatically populate most of the details for you. At this stage, you can adjust any settings as needed.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3106,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/Frame-66-1024x548-1.png" alt="" class="wp-image-3106"/></figure>
<!-- /wp:image -->
<!-- wp:paragraph -->
<p>Click save to store the form, and then you can run your application by clicking the Run button in Five's top navigation bar.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3107,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/Frame-16-2-1024x190-1.png" alt="" class="wp-image-3107"/></figure>
<!-- /wp:image -->
<!-- wp:paragraph -->
<p>Clicking the Run button will open a new window on your computer, where you can preview the application you have developed in Five.</p>
<!-- /wp:paragraph -->
<!-- wp:image {"id":3108,"sizeSlug":"full","linkDestination":"none"} -->
<figure class="wp-block-image size-full"><img src="https://five.co/wp-content/uploads/2024/06/Frame-40-2-1024x548-1.png" alt="" class="wp-image-3108"/></figure>
<!-- /wp:image -->
<!-- wp:paragraph -->
<p>In your end-user application, you now have a form that contains all of the products from the store. </p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>You have successfully created an entire custom app with a fully functional GUI that lets you interact with your stores sells in just a few clicks. You can click on each record to view their details, even make changes, add new records, and delete them as well. <a href="https://five.co/blog/how-to-create-custom-dashboards/">To add charts for further analysis check this article out.</a></p>
<!-- /wp:paragraph -->
<!-- wp:separator -->
<hr class="wp-block-separator has-alpha-channel-opacity"/>
<!-- /wp:separator -->
<!-- wp:heading -->
<h2 class="wp-block-heading">Conclusion: How to Build a Sales Tracker Tool</h2>
<!-- /wp:heading -->
<!-- wp:paragraph -->
<p>In this tutorial, you learned how to integrate a Shopify store with Five using the Shopify API and the Connection Wizard. You developed an external web sales tracker tool capable of interacting with your store data and performing CRUD operations on your products.</p>
<!-- /wp:paragraph -->
<!-- wp:paragraph -->
<p>This integration allows you to leverage Five's capabilities to access, analyze, and interpret your Shopify store data. Additionally, you can use Five to create other features such as charts, data views, and reports to enhance your sales tracking and management.</p>
<!-- /wp:paragraph --> | domfive |
342,580 | looking for #Funding | C:\Users\TOSHIBA>npm fund aladinet@3.0.0 +-- https://github.com/sponsors/feross | -- arch@2.1.2, s... | 0 | 2020-05-24T02:13:32 | https://dev.to/skyperx/looking-for-funding-41bh | npm, architecture, linux, github | C:\Users\TOSHIBA>npm fund
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1,898,291 | Explain it to me like I'm five: Why is SQLynx better than DataGrip? | Imagine you have two sophisticated tools for managing information on a computer, akin to building... | 0 | 2024-06-24T03:09:42 | https://dev.to/tom8daafe63765434221/explain-it-to-me-like-im-five-why-is-sqlynx-better-than-datagrip-1fpb | Imagine you have two sophisticated tools for managing information on a computer, akin to building blocks in a digital world. One is SQLynx, and the other is DataGrip.


SQLynx functions as an advanced toolbox that facilitates rapid organization and retrieval of data. It features an intuitive interface with drag-and-drop capabilities, simplifying the management of tables and relationships, making it accessible for efficient use and quick adoption.
In contrast, DataGrip resembles a comprehensive reference book with extensive textual and numerical data. It provides robust functionalities for reading and understanding data but requires familiarity with technical terminology and a steeper learning curve.
SQLynx supports real-time collaboration, allowing multiple team members to concurrently operate on the same database, enhancing productivity and collaborative effectiveness. Its built-in smart SQL editor offers syntax highlighting, auto-completion, and syntax checking, aiding users in writing and debugging SQL queries swiftly.

Security is paramount with SQLynx, offering multiple authentication layers and data encryption to ensure data integrity. It includes comprehensive user permission management and configurable risk management features, such as real-time interception of high-risk operations like database or table deletions.

SQLynx's web-based architecture ensures cross-platform compatibility, operating seamlessly on any device with a web browser without requiring client software installation. This flexibility contrasts with DataGrip, which typically demands a robust computing environment for optimal performance.

In summary, SQLynx excels in usability, collaborative capability, and security while offering a user-friendly experience across various platforms. DataGrip, although powerful in data analysis and management, requires a more technical understanding and is better suited for complex analytical tasks in controlled computing environments. | tom8daafe63765434221 | |
1,898,290 | The Benefits of Galvanized Steel Products for Long-Term Use | Galvanized Steel Products: Your Long-Term Solution Are you looking for a material to utilize for... | 0 | 2024-06-24T03:06:31 | https://dev.to/homans_ropikd_be5c3d3cbbf/the-benefits-of-galvanized-steel-products-for-long-term-use-574p | galvanized | Galvanized Steel Products: Your Long-Term Solution
Are you looking for a material to utilize for long-term tasks Galvanized steel products are the response Galvanized metal is a type of steel that has been coated with a layer of zinc to guard it from corrosion and rust. Here are five factors why Galvanized Steel products are the option that is most useful for long-term usage
Benefits of Galvanized Steel Products
Galvanized steel products have many advantages over other materials. First, it really is more durable, as the zinc coating adds an layer that is extra of to the steel. This will make it resistant to corrosion and rust for very long periods of time. Second, it is affordable, as the method of galvanization is cost-effective and is also environmentally friendly. Lastly, this is certainly versatile, as it can be used in various applications, including construction, automotive, and also in household appliances
Innovation in Galvanized Steel Products
Throughout the full years, there have been innovations in the galvanization procedure. One of these could be the utilization of hot-dip galvanization, a procedure that involves dipping the metal in a bath of molten zinc. This process creates a thicker layer of zinc, making the steel more durable and durable. Another innovation could be the use of galvannealing, a process that produces a material with both the characteristics of zinc and steel. This creates something that is even more resistant and durable to corrosion
Safety in Using Galvanized Steel Products
Galvanized steel products are safe to utilize and manage. It is because the zinc finish is non-toxic and doesn't pose any ongoing health threats. Additionally, galvanised steel sheet includes a melting that is high, which makes it a safe material to make use of in high-temperature environments. Moreover, galvanized metal services and products don't emit any harmful gases, making it a safe material to use inside
How to Use Galvanized Steel Items
Galvanized steel products are user friendly. They can be welded, cut, or drilled just like any other type of metal. However, when using these services and products, it is important to wear gear that is protective such as gloves and goggles, to prevent any injuries. Also, when cutting or grinding steel that is galvanized, proper air flow is necessary to prevent breathing of zinc fumes
Service and Quality of Galvanized Steel Items
Galvanized metal products are known for their durability and quality that is long-lasting. They've been designed to withstand weather that is harsh and resist harm from pests and insects. Furthermore, galvanized metal products require minimal maintenance, which equals more savings over time. Galvanized steel manufacturers are committed to providing quality products and consumer solution that is reliable. These manufacturers offer warranties and assistance to make certain that their services and products meet with the requirements of their customers
Applications of Galvanized Steel Products
Galvanized steel products are utilized in different applications, including construction, automotive, appliances, and even in farming. In the construction industry, galvanized steel is utilized in roofing, fencing, and building structures. In the industry that is automotive it is used for automobile parts. Additionally, within the farming industry, galvanized gi sheet is used in making chicken coops, barns, and gear
Source: https://www.sdlurunsteel.com/galvanized-steel | homans_ropikd_be5c3d3cbbf |
1,896,647 | 8 Date Functions You Can Absolutely Write Without a Library | Hi everyone, It's Hudy again Date is one of the most popular object in Javascript that you're... | 0 | 2024-06-24T03:04:16 | https://dev.to/hudy9x/8-date-functions-you-can-absolutely-write-without-a-library-372f | Hi everyone, It's Hudy again
Date is one of the most popular object in Javascript that you're supposed to work with in at least one of your projects. And I'm sure that you also implement these function using the `Date` object for some cases:
- compare two dates
- get the last date of month
- convert date to readable version
- ... many more
So in this post, I'd like to share with you 8 date utilities function that I often use to manipulate the Date object in javascript.
## 1. Convert date to a readable version
If you have a list of activities and you'd like to display a readable version of date (ex: 2 min ago, 10 hours ago, 2 days ago) for straightforward and understandable when an activity happens.
Then you could try this.
```c
function toReadableDate(date) {
const AMIN = 60
const ADAY = AMIN * 24;
const minutes = calculateMinuteFromNow(date)
const isFuture = minutes < 0;
const absMinutes = Math.abs(minutes)
const r = n => Math.round(n)
const addAffix = minStr => {
if (isFuture) return `in ${minStr}`;
return `${minStr} ago`;
}
if (absMinutes < AMIN) {
return addAffix(`${minutes} minutes`)
}
if (absMinutes < ADAY){
return addAffix(`${r(absMinutes/AMIN)} hours`)
}
if (absMinutes === ADAY && !isFuture) {
return `yesterday`
}
if (absMinutes === ADAY && isFuture) {
return `tomorrow`
}
return addAffix(`${r(absMinutes/ADAY)} days`);
}
function calculateMinuteFromNow(date) {
const d1 = new Date(date);
const d2 = new Date();
const diff = d2.getTime() - d1.getTime();
return Math.round(diff / (1000 * 60)); // minutes
}
// Test
toReadableDate(new Date(2024, 5, 12)) // '11 days ago'
toReadableDate(new Date(2024, 5, 28)) // 'in 5 days'
```
## 2. Get the first/last date of month
The second function that I often used for getting first/last date in month. You can write it easily as follow.
```c
function getFirstDateOfMonth(date) {
const d = new Date(date)
d.setDate(1)
return d
}
function getLastDateOfMonth(date){
const d1 = new Date(date)
d1.setMonth(d1.getMonth() + 1)
d1.setDate(1)
d1.setHours(-1)
return d1.getDate()
}
// Test
getFirstDateOfMonth(new Date())
getLastDateOfMonth(new Date())
```
## 3. Compare two dates
There are two case occur in this function. First, you'd like to compare date and the second is you'd like to compare exact date and time.
```c
function compareDate(dateLeft, dateRight) {
const d1 = new Date(dateLeft)
const d2 = new Date(dateRight)
const d1Str = `${d1.getFullYear()}-${d1.getMonth()}-${d1.getDate()}`
const d2Str = `${d2.getFullYear()}-${d2.getMonth()}-${d2.getDate()}`
return d1Str === d2Str
}
```
The above version compares dates only by year, month and day. It doesn't consider hours, minutes and seconds. The following will handle comparisions based on the exact date and time.
```c
function compareExactDate(dateLeft, dateRight){
return new Date(dateLeft).getTime() === new Date(dateRight).getTime()
}
```
## 4. Calculate the duration between two dates
The fourth function will helps you calculate the number of days/hours/minutes between two dates.
```c
function getDuration(dateLeft, dateRight){
const DAY = 24
const HOUR = 60
const MIN = 60
const d1 = new Date(dateLeft);
const d2 = new Date(dateRight);
const diff = d2.getTime() - d1.getTime();
return Math.round(diff / (1000 * MIN * HOUR * DAY));
}
// Test
getDuration(new Date(2024, 5, 11) , new Date(2024, 5, 13))
```
The earlier function only returns the number of days. You can custom the formula to return value in hour, minute as you wish.
## 5. Get list of month/day in alphabet or number
Sometimes, you want to get the list of month or day in alphabet for displaying on a select box or calendar.
```c
function getMonthList(){
const months = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December']
return months
}
function getDayList() {
const days = ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday']
return days
}
function getCompactDayList() {
return getDayList().map(d => d.slice(0,3))
}
function getCompactMonthList() {
return getMonthList().map(m => m.slice(0,3))
}
function getMonthOptions(compact) {
const options = compact ? getCompactMonthList() : getMonthList()
return options.map((v, i) => ({title: v, id: i}))
}
function getDayOptions(compact) {
const options = compact ? getCompactDayList() : getDayList()
return options.map((v, i) => ({title: v, id: i}))
}
```
## 6. Get the first (monday) and last day (saturday) of week
For those unfamiliar with the `Date` object, keep in mind that `Sunday` is assigned `0` and `Saturday` is assigned `6`.
```c
function getFirstDayOfWeek(date) {
const d = new Date(date)
const day = d.getDay()
const currentDate = d.getDate()
d.setDate(currentDate - (day - 1))
return d;
}
// Test
getFirstDayOfWeek(new Date(2024, 5, 22))
```
```c
function getLastDayOfWeek(date) {
const d = new Date(date)
const day = d.getDay()
const currentDate = d.getDate()
d.setDate(currentDate + (6 - day))
return d;
}
// Test
getLastDayOfWeek(new Date(2024, 5, 16))
```
## 7. Get the list of week by a specified date
I often use this function to generate labels for a week's worth of data, which I then use on the x-axis of my visualizations.
```c
function getListOfWeekByDate(date) {
const day = date.getDay()
const week = []
const weekLen = 7
let i = 0
while (i < weekLen) {
const d = new Date(date.getTime())
const distance = day - i
d.setDate(d.getDate() - distance)
week.push(d)
i++
}
return week
}
// Test
getListOfWeekByDate(new Date(2024, 5, 18))
```
## 8. Get all week of month
The last function will return all weeks of month. I ultilize `getLastDateOfMonth`, `getFirstDateOfMonth` and `getListOfWeekByDate` from the above functions to create this function.
```c
// 1. we generate the first week of month
// by using `getFirstDateOfMonth` and `getListOfWeekByDate`
function getFirstWeekOfMonth(d) {
const firstDateOfMonth = getFirstDateOfMonth(d)
return getListOfWeekByDate(firstDateOfMonth)
}
function getFullWeekOfMonth(d) {
const weeks = []
const month = d.getMonth()
const lastDateInThisMonth = getLastDateOfMonth(d)
// 1. get the first week
const firstWeek = getFirstWeekOfMonth(d)
weeks[0] = firstWeek
let going = true
while (going) {
const lastWeek = weeks[weeks.length - 1]
// 5.1 until no week found
if (!lastWeek) {
going = false
break
}
// 2. get the last date of the last week
const lastDate = lastWeek[lastWeek.length - 1]
const ldate = lastDate.getDate()
const lmonth = lastDate.getMonth()
// 5.2 or that last date belongs to next month
if (lmonth > month || ldate === lastDateInThisMonth) {
going = false
break
}
// 3. increase the last date to 1
const nextDate = new Date(lastDate.getTime())
nextDate.setDate(nextDate.getDate() + 1)
// 4. generate the week by a new date
// then keep going
const week = getListOfWeekByDate(nextDate)
weeks.push(week)
}
return weeks
}
```
## Conclusion
So, I hope this post provided you some useful things. If you have a better version of the above functions or want to share yours, go ahead, I'd love to learn from you guys.
Thanks for reading, see you in the next post. | hudy9x | |
1,898,287 | my idea for buildspace s5 | would love your feedback. buildspace | 0 | 2024-06-24T02:59:53 | https://dev.to/muhtalhakhan/my-idea-for-buildspace-s5-3c7l | ai, productivity, discuss, design |

would love your feedback.
#buildspace | muhtalhakhan |
1,898,259 | Genius Sports announces new board appointments | Genius Sports Limited, the official data, technology, and commercial partner that powers the global... | 0 | 2024-06-24T01:27:46 | https://dev.to/megan_marforri_5fb16c684f/genius-sports-announces-new-board-appointments-53l | Genius Sports Limited, the official data, technology, and commercial partner that powers the global ecosystem connecting sports, betting, and media, today announces changes to the Genius Sports Board of Directors, which became effective June 2024.
“I am delighted to join Genius Sports as a Director and to have this opportunity to work together with an expert founder-led team, as Genius Sports continues to drive growth with its cutting-edge technology, scale, and reach.”
Since March 8, 2023, Ken has served as an independent director of the Board.
Ken has already made an outstanding contribution to the collective capabilities of the Board. He offers a rare combination of financial and operational expertise, drawn from decades of experience as CFO for global and Fortune 500 Companies, including Dole Food Company, CB Richard Ellis Group, Inc. and Las Vegas Sands Corporation. His extensive audit and compensation committee experience, including on the board of directors of Summit Hotel Properties, has been a key asset to the Board. Ken brings a broad business proficiency to his new role as Chair, gained from his oversight of a range of core business functions including strategy, technology, and human resources.
Ken will take up the position of Chair from David Levy, currently co-CEO of Horizon Sports and Experiences and former President at Turner Broadcasting, Inc. As one of the most respected figures in the global sports industry, David will remain as a Strategic Advisor to Genius Sports.
David was appointed Chair on April 20, 2021. His tenure has been characterized by exceptional standards of execution and technological innovation, as well as the acquisition of new customers and the strengthening of key partnerships across the sports, betting, media, and broadcasting ecosystem. In his advisory role, David will remain close to Genius Sports, offering his expertise and acumen to the management team.
Claire Valoti, Co-founder of Haylo Ventures and former Vice President, International at Snap, will be appointed as an Independent Director. Claire’s executive experience in data-driven companies entails a strong focus on digital, mobile, and consumer experience. Notably, she played a key role in Snap's international growth, spearheading the company's expansion outside the US, before running all international operations for five years.
Mark Locke, CEO of Genius Sports, said, “I am thrilled to welcome the appointment of Ken Kay as our Chair and Claire Valoti as a Director. Their expertise and vision will be instrumental in driving the next phase of Genius Sports’ growth. I also want to extend my gratitude to David Levy for his service as Chair since April 2021. I am pleased that David will continue to stay close to Genius Sports in an advisory capacity.”
Kenneth Kay, incoming Chair, added, “It has been an honor to serve as an independent director of the Genius Sports Board. [카지노사이트](https://www.bsc.news/post/2024-best-casinosite-evolution-major-baccaratsite-top15) I now look forward to taking the lead as Chair and contributing to Genius Sports’ further advancements in pioneering sports data and delivering value for all shareholders.”
David Levy commented, “I have greatly valued my time as Chair of Genius Sports. I take pride in the strides that have been made to strengthen Genius Sports’ presence across sports, betting, media, and broadcasting. I am delighted to continue my relationship and close connection with Genius Sports as a Strategic Advisor and will actively support the team in the exciting next chapter for the company.”
Claire Valoti, newly appointed Board Director, added, “I am delighted to join Genius Sports as a Director and to have this opportunity to work together with an expert founder-led team, as Genius Sports continues to drive growth with its cutting-edge technology, scale, and reach.”
| megan_marforri_5fb16c684f | |
1,898,286 | Comparing Top Backend Frameworks: C#, Python, Node.js, Go, Rust, C++, and Java | In the ever-evolving landscape of backend development, choosing the right framework can significantly... | 0 | 2024-06-24T02:58:14 | https://dev.to/3a5abi/choosing-the-right-backend-framework-a-comparison-of-c-python-nodejs-go-rust-c-and-java-279p | backend, webdev, devtoys | In the ever-evolving landscape of backend development, choosing the right framework can significantly impact your project’s performance, scalability, and maintainability. This blog post will compare seven popular backend frameworks: C# (.NET), Python (FastAPI), Node.js (Express), Go (Gin), Rust (Rocket), C++ (Pistache), and Java (Spring). Each of these frameworks has its strengths and weaknesses, making them suitable for different types of applications. Let’s dive into the details.
## 👀 ===> Read the full article here! [Choosing the Right Backend Framework: A Comparison of C#, Python, Node.js, Go, Rust, C++, and Java - DevToys.io](https://devtoys.io/2024/06/23/choosing-the-right-backend-framework-a-comparison-of-c-python-node-js-go-rust-c-and-java/)
| 3a5abi |
1,898,285 | Mastering Authentication in Modern Next.js Apps | Authentication is a complex and nuanced topic, especially with the introduction of server components,... | 0 | 2024-06-24T02:55:42 | https://dev.to/vyan/mastering-authentication-in-modern-nextjs-apps-32eh | webdev, beginners, react, nextjs | Authentication is a complex and nuanced topic, especially with the introduction of server components, server actions, and middleware in modern web development frameworks like Next.js. This blog will break down the principles of authentication in Next.js applications, walk through the code, and explain new features and APIs. We'll also highlight best practices and common pitfalls to be aware of. Let's get started!
## Getting Started with Authentication
Authentication usually begins with a sign-up process. We need to create a form to capture the user's name, email, and password.
### Step 1: Creating the Sign-Up Form
First, let's create a form to capture user details. When the form is submitted, it invokes a server action.
```jsx
import { useServer } from 'next/server';
import { useActionState } from 'next/action';
function SignUpForm() {
const action = useServer('signupAction');
const { pending, error } = useActionState(action);
return (
<form onSubmit={action}>
<input name="name" placeholder="Name" required />
<input type="email" name="email" placeholder="Email" required />
<input type="password" name="password" placeholder="Password" required />
<button type="submit" disabled={pending}>
{pending ? 'Submitting...' : 'Sign Up'}
</button>
{error && <p>{error.message}</p>}
</form>
);
}
```
### Step 2: Server Action for Sign-Up
In a new file, we'll create the server-side function that handles form submission. We'll validate the incoming fields before performing any authentication logic.
```typescript
import { z } from 'zod';
import { hash } from 'bcryptjs';
import { prisma } from '../lib/prisma';
import { createSession } from '../lib/session';
export const signupAction = async (formData) => {
const schema = z.object({
name: z.string().min(1),
email: z.string().email(),
password: z.string().min(6),
});
const { success, error } = schema.safeParse(formData);
if (!success) {
return { error: 'Invalid input' };
}
const { name, email, password } = formData;
const hashedPassword = await hash(password, 10);
const user = await prisma.user.create({
data: { name, email, password: hashedPassword },
});
const session = await createSession(user.id);
return { session };
};
```
### Step 3: Session Management
To persist user sessions across requests, we'll create a file for session management logic, including utility functions to create, verify, update, and delete sessions.
```typescript
import { sign, verify } from 'jsonwebtoken';
import { serialize, parse } from 'cookie';
const secretKey = process.env.JWT_SECRET;
export const createSession = (userId) => {
const token = sign({ userId }, secretKey, { expiresIn: '1h' });
const cookie = serialize('session', token, { httpOnly: true, maxAge: 3600 });
return { cookie, userId };
};
export const verifySession = (req) => {
const { session } = parse(req.headers.cookie || '');
if (!session) return null;
try {
const payload = verify(session, secretKey);
return payload.userId;
} catch {
return null;
}
};
export const deleteSession = () => {
const cookie = serialize('session', '', { httpOnly: true, maxAge: -1 });
return { cookie };
};
```
### Step 4: Integrating Session Creation in Sign-Up
In the sign-up action, we'll use the `createSession` function to create a session for the user upon successful registration.
```typescript
const { name, email, password } = formData;
const hashedPassword = await hash(password, 10);
const user = await prisma.user.create({
data: { name, email, password: hashedPassword },
});
const { cookie, userId } = await createSession(user.id);
return {
headers: { 'Set-Cookie': cookie },
userId,
};
```
## Authorization: Controlling Access
Next, we need to decide what routes and data a user can access based on their roles or permissions. This is known as authorization.
### Middleware for Authorization Checks
We can handle some authorization logic in middleware, checking if the current route is protected.
```typescript
import { NextResponse } from 'next/server';
import { verifySession } from '../lib/session';
export function middleware(req) {
const userId = verifySession(req);
if (!userId && req.url.pathname.startsWith('/dashboard')) {
return NextResponse.redirect('/login');
}
return NextResponse.next();
}
```
### Protecting Data with a Data Access Layer
It's best practice to keep authorization logic close to where data is fetched using a data access layer. This ensures security and consistency.
```typescript
import { prisma } from '../lib/prisma';
import { verifySession } from '../lib/session';
export const getUser = async (req) => {
const userId = verifySession(req);
if (!userId) throw new Error('Unauthorized');
const user = await prisma.user.findUnique({ where: { id: userId } });
return user;
};
```
### Minimizing Data Exposure
To reduce the risk of data leaks, minimize the data returned from APIs.
```typescript
export const getUser = async (req) => {
const userId = verifySession(req);
if (!userId) throw new Error('Unauthorized');
const user = await prisma.user.findUnique({
where: { id: userId },
select: { name: true, email: true },
});
return user;
};
```
## Conclusion
We've covered the main topics of authentication in Next.js apps, including creating sign-up forms, handling sessions, and authorization. Here are the key takeaways:
- Use middleware for optimistic non-blocking checks.
- Perform data fetching and compute-intensive checks within server actions.
- Keep authorization logic close to data fetching to ensure security.
- Minimize the data returned from APIs to reduce the risk of accidental leaks.
For further learning, explore the Next.js documentation and try out a complete example on GitHub.
I hope this guide helps you understand the principles of authentication in modern Next.js applications. If you have any questions or need further assistance, feel free to reach out. Happy coding! | vyan |
1,898,284 | Canada Day Greetings | This is a submission for the Twilio Challenge What I Built We have built a single web... | 0 | 2024-06-24T02:47:41 | https://dev.to/sai_ag_1102/canada-day-greetings-4e22 | devchallenge, twiliochallenge, ai, twilio | *This is a submission for the [Twilio Challenge ](https://dev.to/challenges/twilio)*
## What I Built
We have built a single web based application using Python-Flask, Pandas for data processing, and gunicorn for "wgsi". This application takes in input as a postal code and utilizes Twilio API - SMS, Voice system. Canada "National Anthem" is stored in the Twilio voice system as artifact, along with a text message
(🍁Happy Canada Day🍁) to the predefined users. This can be further extended to more user inputs and be used for all social notifications, political campaigns, and civic holidays.
## Git Rep
SaiGundas/Twilio-Cloud-AI-API-Challenge
## Demo
docker run -p 80:80 ayyangar/greetings-ca


![This page renders the details of a user from the predefined list by given postal code. On-clicking the send greetings button, the user receives a call, that plays the National Anthem in call. A sms is also delivered with "Happy Canada Day" greetings.]
(https://dev-to-uploads.s3.amazonaws.com/uploads/articles/su33akjxd0lu31ofagqt.png))
![This page shows the greetings an image of the Canada flag, displaying multi colors on the page]
(https://dev-to-uploads.s3.amazonaws.com/uploads/articles/fpc88ner4elkzbqhx03g.png)


## Twilio and AI
We have used Python Pandas to process huge data into a data frame then used locate function for efficient processing of this data frame to be consumed by Twilio. Google AI Translator is used for sending the greetings in multilingual scripts.
## Additional Prize Categories
Twilio SMS and Voice API's has been successfully developed tested and deployed. "SendGrid" has been disabled for us as a trial account and SMTP was substituted.
Team Submissions: @sai_ag_1102 for Development
@ayan31 for Integrations
Thank you for this opportunity and looking forward. Happy Coding :smiley: | sai_ag_1102 |
1,898,283 | Siambet88 🔥 เว็บไซต์ LOGIN SBOBET ออนไลน์ที่ดีที่สุดใน Thailand | Siambet88 - แทงบอลออนไลน์กลายเป็นประสบการณ์ที่ขาดไม่ได้สําหรับแฟนหนังสือกีฬาโดยเฉพาะฟุตบอล.... | 0 | 2024-06-24T02:46:30 | https://dev.to/loginsbobet/siambet88-ewbaicht-login-sbobet-nailnthiidiithiisudain-thailand-5b9b | webdev, productivity, news, mobile | Siambet88 - แทงบอลออนไลน์กลายเป็นประสบการณ์ที่ขาดไม่ได้สําหรับแฟนหนังสือกีฬาโดยเฉพาะฟุตบอล. แพลตฟอร์มหนึ่งที่โดดเด่นในการมอบประสบการณ์การเดิมพันที่น่าสนใจคือ Siambet88 Login Sbobet2024
Website: [https://login-sbobet.com](https://login-sbobet.com) | loginsbobet |
1,898,282 | Crafting a social connector for Logto | Learn how to create a custom social connector for Logto in just a few steps. ... | 0 | 2024-06-24T02:45:06 | https://blog.logto.io/crafting-social-connector/ | webdev, programming, identity, opensource | Learn how to create a custom social connector for Logto in just a few steps.
---
# Background
Social sign-in is a must for modern apps. It simplifies the user registration process, enhances user experience, and increases user engagement and conversion rate. In Logto, we use social connectors to sign in with a third-party social identify provider.
# What is a "connector"?
Connector is a piece of mini-program that connects Logto with a third-party service. It is responsible for handling the sign-in flow, exchanging tokens, and fetching user information from the third-party service.
Logto offers a rich set of official connectors designed to simplify integration for various social platforms. As of today, there are already 30+ connectors in total, within which 10+ connectors are contributed by our open-source community. And we expect the numbers to grow rapidly in the future.
However, we understand that there are still many other platforms that do not have Logto's official support at the moment. Luckily, as an open-source platform, you can always create your own custom connectors with ease. So in this post, let's walk you through how you can create a custom social connector for Logto in just a few steps.
# The sign-in flow
Before we start, let's understand the how the social sign-in flow works in Logto.

# Now let's get started
The fastest way to get yourself started is to copy the code from an existing official connector and modify it to fit your needs. Let's take the GitHub connector as an example.
### Step 1: Clone an existing connector package
In a connector source folder, you will find the following files:
- `index.ts`: The main entry file of the connector.
- `constant.ts`: The constants used in the connector.
- `types.ts`: The TypeScript types used in the connector.
- `index.test.ts`: The test cases for the connector.
- `mock.ts`: The mock data used in the connector test cases.
Besides these files, you will also need to provide a `README.md` file to describe the connector, a `logo.svg` (optionally a `logo-dark.svg` for better dark mode user experience), and a `package.json` file to define the npm package information.
### Step 2: Modify the main entry file (index.ts)
In the `index.ts` file, you will find most of the connector logic. There are typically 4 functions you need to implement:
- `getAuthorizationUri`: Generate the authorization URI for the third-party social platform. For GitHub, it would be: `https://github.com/login/oauth/authorize?client_id={clientId}&redirect_uri={redirectUri}&state={state}`. Refer to the developer documentation of your target social platform to get the correct URI.
- `authorizationCallbackHandler`: Safeguard the returned parameter values in the authorization callback URI, extract the authorization `code` and handle potential errors.
- `getAccessToken`: Exchange the authorization `code` for an access token.
- `getUserInfo`: Fetch user information from the third-party social platform with the access token.
Most of the other common logics have been taken care of in the Logto connector kit, which should make your work easier.
Finally, in the end of the file, you will just need to export the connector object, following the same code structure as the GitHub connector.
```
const createGithubConnector: CreateConnector<SocialConnector> = async ({ getConfig }) => {
return {
metadata: defaultMetadata,
type: ConnectorType.Social,
configGuard: githubConfigGuard,
getAuthorizationUri: getAuthorizationUri(getConfig),
getUserInfo: getUserInfo(getConfig),
};
};
```
### Step 3: Test the connector
**Unit test**
First, write some unit test cases and make sure the basic functionalities work as expected.
**Local test**
- Setup Logto in your local environment: Logto provides several ways to run locally, you can either use CLI, or docker, or even build from source code. Check out the documentations for [more details](https://docs.logto.io/docs/references/using-cli/install-logto/).
- Link your custom connector to your Logto instance: Use the CLI to create a symbolic link of your connector to the Logto instance. [More details](https://docs.logto.io/docs/references/using-cli/manage-connectors/#link-local-connectors).
```
cd logto
npx @logto/cli connector link -p .
```
- After linking the connector, you should see it in the `<logto-root-path>/packages/core/connectors` folder.
- Restart your Logto instance, go to the Logto Admin Console, you should be able to see it in the social connectors list.
- Configure your connector in "Sign-in experience" -> "Sign-up and sign-in" -> "Social sign-in". And try it in our demo app with the "Live preview" feature.

### Step 4 (optional): Publish the connector
You can publish your connector to NPM, and share it with the community. Or even raise a PR and contribute to Logto official GitHub repository to make it an official supported connector. Official connectors will be maintained by Logto dev team and made available to both open-source and Logto Cloud users.
# Summary
Creating a custom social connector for Logto is not as hard as you might think. With the help of the Logto connector kit and good examples of code, you can easily create a connector in just a few steps.
And by contributing your connector, you can help more users to enjoy the social platform you bring in to Logto family.
{% cta https://logto.io/?ref=dev %} Try Logto Cloud for free {% endcta %}
| palomino |
1,898,280 | Ventilation Fan Essentials: Exploring Wall Mount Exhaust Fans and Mixed Flow Inline Fans | Air flow Follower Fundamentals: Discovering Wall surface Install Tire Followers as well as Combined... | 0 | 2024-06-24T02:41:28 | https://dev.to/homans_ropikd_be5c3d3cbbf/ventilation-fan-essentials-exploring-wall-mount-exhaust-fans-and-mixed-flow-inline-fans-2j9e | ventilationfans, exhaustfans | Air flow Follower Fundamentals: Discovering Wall surface Install Tire Followers as well as Combined Stream Inline Followers
Every home needs ducting this could be maintain this may be really recommended environments being actually cool as well as ecological of bacteria as well as toxic substances. 2 type of air flow followers which will assist utilizing this are actually wall surface install tire followers as well as splendor really followers being actually mixed. Our team are actually most likely to check out advantages, development, security, utilize, creating usage of, service, high top premium, as well as request relating to followers
Advantages of Wall surface Install Tire Followers
A wall surface area install follower this might be get rid of tire as well as atmosphere it truly is actually damp the place, avoiding mold as well as advancement this may be really mold. It helps in enabling decrease scents home is actually solid is actually consisting of or even pet scents. Furthermore, axial exhaust fan followers are actually the truth plain an job set up simple will save power sets you back through reducing the requirement for air-con
Development in Wall surface Install Tire Followers
Contemporary wall surface area install tire followers include automated sensing units that trigger as well as down whenever required. These sensing units spot moisture while enhancing ducting instantly whenever amounts which will easily be actually wetness. This development pays towards for those that tend towards fail to remember towards enhance on the manner of the followers by hand
Security of Wall surface Install Tire Followers
Wall surface install tire followers have actually security functions, grilles that counter top products coming from tipping towards the follower cutters. The grilles additionally avoid youthful youngsters coming from placing their arms in the follower, offering complete fulfillment for mothers as well as dads
Easy recommendations right in to the functioning workplace completely along with Wall surface Install Tire Followers
This truly is actually really the one change it on tire prior to showering or even food preparation as well as directly change it straight down after utilized towards trainer for a wall surface area location install follower. Significance moisture as well as scents that might be actually solid eliminated with the positioning. Each to always keep the follower up, it is most likely to probably often be actually cleaned along with cleaning agent as well as sprinkle, significance filter has actually to become altered every fifty percent year
High top premium of Wall surface Install Tire Followers A wall surface area
tire functions which are actually high-quality higher ducting level as well as expense it is actually really noise is actually suprisingly reduced. It ought to be actually created coming from resilient products that withstand corrosion as well as rust. The follower ought to likewise be actually energy-efficient towards decrease power sets you back
Request of Wall surface Install Tire Followers
Wall surface install tire followers are actually effectively deserving of setups as well as this could be the bulk are actually various house locations, restrooms, as well as locations which are actually cleaning. These followers offer sufficient sky stream towards eliminate build-up this is actually truly really scents that might be actually moisture are actually proceed acquisition
Reveals of Combined Stream Inline Followers
Combined stream inline followers integrate qualities of centrifugal as well as followers that might be axial. These best exhaust fan are actually ending up being to become effectively well really truly worth locations environment browsing is actually higher sets you back as well as sound which is actually reduced. These are actually generally energy-efficient as well as will be actually providing atmosphere motion this may be truly exceptional
Development in Combined Stream Inline Followers
Combined stream inline followers ought to consist of an electric motor this is actually really special that reduces quantities energy that will be actually really noise. Additionally they deal cost controllers that enable individuals towards perform the follower cost fixated their options
Safety and safety of Combined Stream Inline Followers
Combined stream inline followers have really truly really truly security functions, for instance grilles that avoid points coming from participating in the follower cutters. The grilles additionally avoid children coming from placing their arms for your follower
Utilizing Combined Stream Inline Followers
It is actually mixed you will ought to organize it towards the ductwork, either flat or even up and down towards utilize a setting follower. one year the follower ought to be actually cleaned along with often cleaning agent as well as sprinkle, although filter ought to truly be actually altered every 1 / 2 of every
Solution of Combined Stream Inline Followers
Combined stream inline followers have really truly really an assurance that deals with any type of manufacturing problems. Additionally, licensed service centers deal repair work as well as maintenance services
High top premium of Combined Stream Inline Followers
a method this is actually truly high-quality is actually mixed follower brings a atmosphere really expense this is actually really noise leading is actually reduced, which is actually energy-efficient. The exhaust inline fan ought to become built coming from resilient products that withstand corrosion as well as rust
Request of Combined Stream Inline Followers
Combined stream inline followers are actually currently effectively fit for huge locations atmosphere this is actually truly trying towards discover is actually prices being actually higher this truly is actually truly food preparation is actually truly industrial or even manufacturing facilities. They might be actually furthermore perfect for ducting ductwork bodies in frameworks
Source: https://www.aoshunelectrical.com/application/axial-exhaust-fan | homans_ropikd_be5c3d3cbbf |
1,898,240 | AI Podcasts powered by Project X 🎼 | This is a submission for Twilio Challenge v24.06.12 What Was Built Project X is an... | 0 | 2024-06-24T02:31:20 | https://dev.to/nishithp2004/ai-podcasts-powered-by-project-x-10kk | devchallenge, twiliochallenge, ai, twilio | *This is a submission for [Twilio Challenge v24.06.12](https://dev.to/challenges/twilio)*
## What Was Built
Project X is an innovative learning platform designed to revolutionize the educational experience by leveraging advanced technologies like AI and cloud computing. Users are empowered to effortlessly gather relevant information from various sources, creating an interactive and educational module. The AI Podcasts feature, powered by Project X, allows for the specification of a topic and character personas to generate engaging podcasts. Twilio APIs are used to enable interactive discussions, enhancing the learning experience.
## Demo
<!-- Share a link to your app and include some screenshots here. -->
{% embed https://youtu.be/xKQOF48f_uE %}

*Link to the app:* https://projectx.nishithp.dev
{% embed https://github.com/NishithP2004/AI_Podcasts %}
{% embed https://github.com/NishithP2004/projectx-frontend-dev %}
{% embed https://github.com/NishithP2004/projectx-backend-dev %}
### Features Offered by Project X (An Overview)











## Twilio and AI
In Project X, Twilio's Programmable Voice and Messages API (WhatsApp Sandbox) were utilized to implement the Interactive AI Discussions feature. This allows for the scheduling of interactive discussions, changing the direction of the discussion, and receiving a summary and transcript via WhatsApp. The AI element is powered by Azure's OpenAI (GPT-4) for generating content and Azure Speech Services for text-to-speech conversion, making the podcasts natural and engaging.
### How It Works:
1. **Podcast Initiation:** Users specify a topic and character personas for the podcast.
2. **Podcast Generation:** Using Azure OpenAI (GPT-4), the script for the podcast is generated, grounded in the data provided by the user as part of the courses created on the platform.
3. **Interactive Discussion:** Interaction with the podcast is enabled through Twilio APIs (barge), altering the discussion direction and resulting in a dynamic learning experience.
4. **Summary and Transcript:** At the end of the discussion, a summary and transcript of the session are sent via WhatsApp. The same will be made available in the online platform as a normal podcast for future use.


## Additional Prize Categories
### Twilio Times Two
Two Twilio APIs are utilized in our submission:
1. **Twilio Programmable Voice:** For interactive podcast discussions.
2. **Twilio Messages API (WhatsApp Sandbox):** For delivering summaries and transcripts to users.
### Impactful Innovators
A significant educational gap is addressed by Project X by providing dynamic, interactive learning resources that go beyond traditional static references. This positive impact on education can enhance the learning process, making it more engaging and effective for students.
### Entertaining Endeavors
A creative and entertaining way to learn is introduced by the AI Podcasts feature. By allowing the specification of character personas, including fictional or real-world entities, the platform makes learning fun and engaging. The interactive discussions add an element of unpredictability and excitement to the learning process.
>
Imagine quantum physics is the topic of interest, but instead of a dry lecture, a podcast featuring Albert Einstein and Sheldon Cooper from "The Big Bang Theory" is chosen. As the podcast starts, Einstein provides deep insights into quantum theory, while Sheldon frequently interrupts with quirky, humorous comments, asking, "Why does everything have to be so... theoretical? Can't we just solve it with string cheese and a whiteboard?"
>
Halfway through the podcast, the direction of the discussion is changed using Twilio’s interactive feature. The conversation is steered toward the practical applications of quantum physics in everyday life. Sheldon, being Sheldon, starts brainstorming how quantum entanglement could be used to improve Wi-Fi speeds in his apartment. The podcast concludes with Einstein trying to keep a straight face while explaining the serious implications of Sheldon's idea.
>
At the end of this hilarious and informative session, a summary and transcript are received via WhatsApp, complete with Einstein’s theoretical explanations and Sheldon’s comical commentary. This not only makes learning quantum physics enjoyable but also leaves a memorable and engaging learning experience.
## Conclusion
The AI Podcasts feature of Project X, powered by Twilio and Azure AI technologies, transforms the traditional learning experience into an interactive, engaging, and impactful journey. By leveraging Twilio's capabilities, a platform that not only educates but also entertains has been created, pushing the boundaries of creativity in the educational landscape.
_**Disclaimer**: This project utilizes a free trial account along with the Twilio WhatsApp Sandbox API & Twilio Voice API, which requires a verified phone number for service access._ | nishithp2004 |
1,898,278 | How to Optimize SEO for a Low-Visibility Website | Hey there! In today's digital world, having a website that doesn't get much attention can make you... | 0 | 2024-06-24T02:30:54 | https://dev.to/juddiy/how-to-optimize-seo-for-a-low-visibility-website-2j4 | seo, website, learning, ai | Hey there! In today's digital world, having a website that doesn't get much attention can make you feel lost in the vast sea of the internet. But fear not! With some savvy SEO strategies, you can really amp up your site's visibility and start attracting more visitors. Here are some practical tips tailored for those under-the-radar websites looking to climb the search rankings and drive more traffic.
#### 1. Enhance Content Quality
Content is the core of SEO. Ensure your content is:
- **Valuable and Relevant**: Create high-quality content that addresses and solves user problems or answers their questions.
- **Regularly Updated**: Keep your content fresh and up-to-date, as search engines prefer frequently updated websites.
- **Keyword Optimized**: Naturally incorporate target keywords into your content, but avoid keyword stuffing.
#### 2. Conduct Keyword Research
Identify low-competition yet promising keywords related to your industry and audience:
- **Long-Tail Keywords**: Target longer, more specific keyword phrases that have lower search volume but less competition, making them ideal for smaller websites.
- **Localized Keywords**: If you run a local business, use keywords that include your geographic location, such as “best coffee shop in New York City.”
#### 3. Improve Page Load Speed
Page load speed is crucial for both user experience and search rankings:
- **Optimize Images and Media Files**: Use appropriate formats and sizes, and compress files to reduce load times.
- **Use a Content Delivery Network (CDN)**: Accelerate content delivery across the globe.
- **Minimize Code and Scripts**: Reduce and optimize CSS and JavaScript files to streamline loading.
#### 4. Build High-Quality Backlinks
High-quality backlinks can enhance your website's authority and rankings:
- **Create Shareable Content**: Write in-depth blog posts, whitepapers, or resource lists that attract links from other sites.
- **Engage in Industry Communities**: Be active in industry-related forums, blogs, or social media platforms, sharing valuable insights and links to your site.
- **Partner with Related Sites**: Establish relationships and seek backlinks from websites in related fields.
#### 5. Leverage Social Media
Social media can help you attract more traffic and backlinks:
- **Share Your Website Content**: Regularly post your website’s articles and updates on social platforms.
- **Engage in Social Interactions**: Actively respond to user comments and questions, building a loyal audience.
- **Use Ads and Promotions**: Promote your website content through social media advertising.
#### 6. Optimize for Mobile Experience
With the growing use of mobile devices, ensuring a good mobile experience is critical:
- **Responsive Design**: Use a responsive design that adapts to various devices and screen sizes.
- **Simplify Navigation**: Make sure navigation is straightforward and easy on smaller screens.
- **Test Mobile Compatibility**: Regularly use tools to test and optimize the mobile experience.
#### 7. Enhance User Experience (UX)
A great user experience is key to retaining visitors and improving SEO rankings:
- **Simple Structure and Navigation**: Design a site structure that is easy to navigate and understand.
- **Clear Calls to Action (CTA)**: Place clear CTAs in appropriate locations to encourage users to take action.
- **Minimize Pop-ups and Ads**: Avoid excessive pop-ups and intrusive ads that can disrupt user experience.
#### 8. Utilize SEO AI Tool
If you want to simplify and accelerate the SEO optimization process, consider using [SEO AI tool](https://seoai.run/). This user-friendly tool can help you:
- **Automatically Analyze Site Structure**: Identify potential structural issues and provide recommendations for improvements.
- **Content Optimization Tips**: Offer detailed advice on how to improve your content to better align with SEO best practices.
- **Monitor SEO Performance**: Continuously track and report your SEO progress, helping you adjust strategies promptly.
By implementing these strategies, even a low-visibility website can gradually improve its search engine rankings and attract more visitors. Good luck with your website!
---
I hope these suggestions are helpful! | juddiy |
1,898,277 | HIRE A FAST & QUALIFIED CRYPTOCURRENCY RECOVERY SPECIALIST\\FOLKWIN EXPERT RECOVERY. | Nowadays fortunes are made and lost in the blink of an eye, I found myself in a nightmare of my own... | 0 | 2024-06-24T02:30:47 | https://dev.to/bernhard_dieter_7e4a65f5b/hire-a-fast-qualified-cryptocurrency-recovery-specialistfolkwin-expert-recovery-1ak4 |

Nowadays fortunes are made and lost in the blink of an eye, I found myself in a nightmare of my own making. With $90,000 worth of various Cryptocurrencies held hostage on my Coinbase account, I was thrust into a battle against an unseen adversary—a cunning hacker who sought to strip me of my hard-earned assets. Despite possessing mountains of evidence and a wealth of information detailing the nefarious intrusion into my account, Coinbase proved to be an impenetrable fortress, impervious to my pleas for assistance. Faced with the grim reality that all hope was lost, I turned to unconventional avenues in search of salvation. It was through a chance encounter with a concerned officer from our local police department in Georgetown, Texas, that a glimmer of hope emerged amidst the darkness. Drawing from his own experiences with victims of similar cybercrimes, the officer shared with me a tale of triumph against the odds—a tale of a victim who had enlisted the services of a renowned hacker known as (( FOLKWIN Expert Recovery )). Intrigued by the prospect of turning the tables on my assailant, I reached out to (( FOLKWIN Expert Recovery )) with a mix of apprehension and desperation. Their reputation preceded them, with tales of their unparalleled expertise in countering hackers and reclaiming stolen assets spreading far and wide. Skepticism gnawed at the edges of my consciousness as I awaited their response, unsure if salvation awaited or if my plight would only deepen. To my astonishment, (( FOLKWIN Expert Recovery )) responded with alacrity, extending a lifeline in the form of a sincere contract outlining the terms of our collaboration. With nothing left to lose and everything to gain, I affixed my signature to the document, placing my fate in their capable hands. What followed can only be described as a whirlwind of emotions—a rollercoaster ride of anticipation, anxiety, and ultimately, euphoria. Shock messages flooded my inbox, heralding the miraculous restoration of access to my Coinbase account and the return of my precious crypto investments. With trembling hands, I logged in, scarcely daring to believe that salvation had finally arrived. And there it was, a sight for sore eyes — A digital treasure trove once lost, now miraculously restored. My coins, my lifeline in the volatile world of cryptocurrency, sat proudly in my wallet, a testament to the indomitable spirit of resilience and redemption. In the aftermath of my ordeal, I am filled with a profound sense of gratitude for the unsung heroes of the digital frontier—experts like (( FOLKWIN Expert Recovery )), who tirelessly labor to restore justice in an oftentimes lawless landscape. Their noble efforts transcend mere transactions, striking at the heart of a much larger battle for security, integrity, and trust in the realm of cryptocurrency. To (( FOLKWIN Expert Recovery )), I extend my deepest thanks for their unwavering dedication and unwavering commitment to justice. They have not only reclaimed what was rightfully mine but have also reaffirmed my faith in the inherent goodness of humanity. To get in touch with them, Website:: www.folkwinexpertrecovery.com ,WhatsApp +1 (740)705-0711, Email: Folkwinexpertrecovery (@) tech-center.com . In a world where darkness looms large, they are guiding the path towards a brighter, more secure future.
Thanks,
Mr Bernhard Dieter. | bernhard_dieter_7e4a65f5b | |
1,898,276 | Rust Core Concepts List | When I first started learning Rust, I was immediately struck by its unique approach to memory safety... | 0 | 2024-06-24T02:30:14 | https://dev.to/ashsajal/rust-core-concepts-list-27of | rust, beginners, programming, coding | When I first started learning Rust, I was immediately struck by its unique approach to memory safety and concurrency. Rust is a systems programming language that aims to provide both performance and safety, making it a powerful tool for developers who want to write efficient and reliable software. To help other beginners navigate the learning curve, I've organized some of the fundamental concepts of Rust into an easy-to-follow guide.
Here's a breakdown of core concepts in Rust, organized for learning:
**1. Ownership and Borrowing**
* **Ownership:** A fundamental concept in Rust. Each value in Rust has a single owner. When the owner goes out of scope, the value is dropped (cleaned up).
* **Borrowing:** Allows you to access data owned by another variable without taking ownership. Borrows have rules to prevent data corruption (e.g., multiple mutable borrows at the same time).
* **References:** Pointers that allow you to access data owned by other variables. They are immutable by default, but you can create mutable references.
**2. Data Types**
* **Scalar Types:** Represent single values:
* **Integers:** `i8`, `i16`, `i32`, `i64`, `i128`, `isize` (signed), `u8`, `u16`, `u32`, `u64`, `u128`, `usize` (unsigned)
* **Floating-Point:** `f32`, `f64`
* **Booleans:** `bool` (true or false)
* **Characters:** `char` (Unicode characters)
* **Compound Types:** Combine multiple values:
* **Tuples:** Fixed-size collections of different data types.
* **Arrays:** Fixed-size collections of the same data type.
* **Slices:** Dynamically sized views into arrays.
* **Strings:** Immutable sequences of characters.
* **Structs:** Custom data structures that group related data together.
* **Enums:** Allow you to define a type that can have a fixed set of values.
**3. Control Flow**
* **`if` Statements:** Execute code blocks conditionally based on a boolean expression.
* **`else` and `else if`:** Provide alternative code blocks to execute if the `if` condition is false.
* **`match` Statements:** Pattern matching, allowing you to compare a value against multiple patterns and execute different code blocks based on the match.
* **Loops:**
* **`loop`:** Executes a block of code repeatedly.
* **`while`:** Executes a block of code as long as a condition is true.
* **`for`:** Iterates over a sequence of values.
* **`for in`:** Iterates over the elements of an array or slice.
**4. Functions**
* **Defining Functions:** Use the `fn` keyword to define functions.
* **Parameters and Arguments:** Functions can take input parameters and return values.
* **Return Values:** Functions can return a single value or a tuple of values.
* **Methods:** Functions associated with a specific data type (structs, enums).
**5. Modules and Crates**
* **Modules:** Organize your code into logical units.
* **Crates:** The building blocks of Rust projects. They can contain multiple modules.
* **`use` Keyword:** Brings items from other modules into scope.
* **`extern crate` (deprecated):** Used to bring external crates into scope.
**6. Error Handling**
* **`Result` Type:** Represents either a successful value or an error.
* **`Option` Type:** Represents either a value or the absence of a value.
* **`unwrap()`:** Retrieves the value from a `Result` or `Option`, panicking if the value is not present.
* **`expect()`:** Similar to `unwrap()`, but allows you to provide a custom error message.
* **`match` for Error Handling:** Use `match` to handle different error cases.
**7. Traits**
* **Traits:** Define shared behavior for different types.
* **Implementing Traits:** Implement traits for your custom types to provide the specified behavior.
* **Generic Functions:** Functions that can work with different types by using traits.
**8. Structs and Enums**
* **Structs:** Custom data structures that group related data together.
* **Enums:** Allow you to define a type that can have a fixed set of values.
* **Pattern Matching with Enums:** Use `match` to handle different enum variants.
**9. Lifetime Annotations**
* **Lifetimes:** Used to specify the duration of a reference's validity.
* **Lifetime Elision:** Rust can often infer lifetimes automatically, but you may need to provide explicit annotations in some cases.
**10. Macros**
* **Macros:** Code that generates other code.
* **Declarative Macros:** Define custom syntax.
* **Procedural Macros:** More powerful macros that can manipulate the Rust compiler's AST.
**11. Asynchronous Programming**
* **`async` and `await`:** Enable asynchronous programming, allowing you to write non-blocking code.
* **Futures:** Represent the eventual result of an asynchronous operation.
* **`tokio`:** A popular asynchronous runtime for Rust.
**12. Memory Management**
* **Stack and Heap:** Rust manages memory automatically, using the stack for local variables and the heap for dynamically allocated data.
* **Automatic Memory Management:** Rust's ownership and borrowing system ensures that memory is freed when it's no longer needed, preventing memory leaks.
**13. Cargo**
* **Cargo:** Rust's build system and package manager.
* **`Cargo.toml`:** A file that defines your project's dependencies and metadata.
* **`Cargo.lock`:** A file that locks down the versions of your dependencies.
**14. Standard Library**
* **`std`:** Rust's standard library, providing a wide range of utilities and data structures.
* **`io`:** Input/output operations.
* **`fs`:** File system operations.
* **`collections`:** Data structures like vectors, hash maps, and sets.
* **`str`:** String manipulation.
**15. Testing**
* **Unit Tests:** Test individual functions or modules.
* **Integration Tests:** Test how different parts of your code interact.
* **`#[test]` Attribute:** Mark functions as unit tests.
* **`cargo test`:** Run tests using Cargo.
**16. Documentation**
* **`#[doc]` Attribute:** Add documentation comments to your code.
* **`cargo doc`:** Generate documentation for your project.
**17. Safety**
* **Memory Safety:** Rust prevents memory leaks and dangling pointers.
* **Data Race Prevention:** Rust's ownership system prevents multiple threads from accessing the same data concurrently without proper synchronization.
**Getting Started:**
* **The Rust Programming Language Book:** [https://doc.rust-lang.org/book/](https://doc.rust-lang.org/book/)
* **Rust by Example:** [https://doc.rust-lang.org/rust-by-example/](https://doc.rust-lang.org/rust-by-example/)
* **Rust Playground:** [https://play.rust-lang.org/](https://play.rust-lang.org/) (Try out Rust code in your browser)
**I've created a web app where you can learn or practice rust.**
* **Practice rust concepts:** [https://js-practice-app.vercel.app/concept?topic=rust](https://js-practice-app.vercel.app/concept?topic=rust)
* **Practice rust by playing quiz:** [https://js-practice-app.vercel.app/quiz?lang=rust](https://js-practice-app.vercel.app/quiz?lang=rust)
Thanks for reading. | ashsajal |
1,898,265 | Outdoor LED advertising: double enhancement of vision and brand | As an emerging media form, outdoor LED large-screen advertising is gradually becoming the mainstream... | 0 | 2024-06-24T02:08:46 | https://dev.to/sostrondylan/outdoor-led-advertising-double-enhancement-of-vision-and-brand-4nid | outdoor, led, advertising | As an emerging media form, [outdoor LED large-screen](https://sostron.com/products/ares-outdoor-led-display/) advertising is gradually becoming the mainstream choice for advertising. This article will explore the value of outdoor LED large-screen advertising, analyze how it can improve advertising effects through high-tech means, and show the high-end image of the brand.

Visual shock: the appeal of LED large-screen advertising
Outdoor LED large-screen advertising brings unprecedented visual experience to the audience with its high definition, rich colors and dynamic visual effects. Compared with traditional LCD screens, LED large screens can show more delicate advertising texts, colorful images and smooth video content. In addition, with the support of artificial intelligence technology, LED large-screen advertising can achieve more accurate target audience positioning and content push, thereby significantly improving the reach and communication effect of advertising. [How do LED billboards work? ](https://sostron.com/how-do-led-billboards-work/)

Technological breakthrough: naked eye 3D and clarity under strong light
Another major advantage of LED advertising screens is that they can present naked eye 3D visual effects, and maintain the clarity of the picture even under strong light. This breaks the limitations of traditional LCD advertising screens and brings new potential and changes to the outdoor advertising industry. This technological breakthrough not only broadens the application scenarios of outdoor advertising, but also provides more possibilities for advertising creativity. [Take you to a comprehensive understanding of 3D LED displays in 8 minutes. ](https://sostron.com/8-minute-comprehensive-understanding-of-3d-led-display/)

Brand building: high-end image and audience acceptance
Outdoor LED large-screen advertising has unique advantages in displaying high-end brand value and establishing a high-quality brand image. According to relevant research, the audience's acceptance of outdoor LED large-screen media exceeds 75%, and the attention rate exceeds 55%. LED large-screen advertising has won the favor of the audience with its shocking visual impact, high-quality picture effects and high-end and fashionable image, and has improved the brand's acceptance in the hearts of the audience. [6 reasons for businesses to use LED commercial signs. ](https://sostron.com/6-reasons-for-businesses-to-use-led-commercial-signs/)

Case Study: Audi Q7's Outdoor LED Advertising
Take Audi Q7's outdoor LED advertising as an example. The advertisement uses Dolby Vision technology to show the excellent performance of the car in various extreme environments. The image of Q7 moving forward courageously in the advertisement not only highlights the brand's fearless spiritual core, but also shows its exquisite and smooth appearance lines and powerful engine performance. This immersive advertising form directly hits the hearts of the audience and brings significant marketing effects to Q7.

Conclusion
Outdoor LED large-screen advertising has become the preferred choice for advertising with its unique visual shock and high-end brand image shaping ability. With the continuous development of digital technology and AI technology, outdoor LED advertising screens will show more diversified charm and provide more vigorous advertising demand and forms for high-end luxury goods, fast-moving consumer goods, technology products and other industries. We have reason to believe that outdoor LED large-screen advertising will continue to lead the innovation and development of the advertising industry and bring more value to brand marketing.

Thank you for watching. I hope we can solve your problems. Sostron is a professional [LED display manufacturer](https://sostron.com/about-us/). We provide all kinds of displays, display leasing and display solutions around the world. If you want to know: [Analysis of the small-pitch LED market in the second half of 2024.](https://dev.to/sostrondylan/analysis-of-the-small-pitch-led-market-in-the-second-half-of-2024-40gj) Please click read.
Follow me! Take you to know more about led display knowledge.
Contact us on WhatsApp:https://api.whatsapp.com/send?phone=+8613570218702&text=Hello | sostrondylan |
1,898,264 | Giới thiệu AoeHD.net | *AoeHD.net là trang chủ tải game Aoe phiên bản full HD * Mục đích của aoehd.net: Website nhằm cung... | 0 | 2024-06-24T02:05:26 | https://dev.to/aoehd/gioi-thieu-aoehdnet-5dea | aoehd, aoehdnet, taidechexanhhd, webdev | **AoeHD.net là trang chủ tải game Aoe phiên bản full HD
**
Mục đích của [aoehd.ne](https://www.aoehd.net/)t: Website nhằm cung cấp một nơi lưu trữ và tải về an toàn các bản cài đặt Age Of Empires HD (AoeHD) trên Windows. Tất cả đều được cung cấp miễn phí từ nhiều năm qua và sẽ luôn như vậy.
Chính sách bảo mật: Chúng tôi không lưu trữ bất cứ thông tin gì của người dùng và không can thiệp vào dữ liệu, kết nối mạng máy tính của người dùng ngoài chức năng chính của phần mềm trò chơi. Website này cũng liên tục được giám sát và bảo vệ nhiều lớp để đảm bảo mọi thông tin và file cài đặt, các gói download trên máy chủ không bị tấn công, chỉnh sửa, gắn thêm mã độc cho những mục đích xấu.
Mong sẽ có nhiều sự hỗ trợ đóng góp ý kiến từ người dùng để AoeHD.net ngày càng hoàn thiện hơn [AoeHD.Net](https://www.aoehd.net/) xin cảm ơn tất cả.
Chỉ cần bạn được sử dụng phần mềm trò chơi MIỄN PHÍ, TIỆN LỢI và AN TOÀN, chúng tôi đã cảm thấy hạnh phúc. | aoehd |
1,898,263 | Elixir/Nerves: blinking LED | Introduction When we first learn Nerves, one of the things we come up with is blinking... | 0 | 2024-06-24T01:48:42 | https://dev.to/mnishiguchi/elixirnerves-blinking-led-5gf1 | nerves, elixir, raspberrypi, iot | ---
title: Elixir/Nerves: blinking LED
tags:
- nerves
- elixir
- raspberrypi
- iot
private: false
updated_at: ""
id: null
organization_url_name: fukuokaex
slide: false
ignorePublish: false
---
[Elixir]: https://elixir-lang.org/
[Nerves]: https://nerves-project.org/
[Nerves Livebook]: https://github.com/nerves-livebook/nerves_livebook
[GenServer]: https://hexdocs.pm/elixir/GenServer.html
[circuits_gpio]: https://hexdocs.pm/circuits_gpio/readme.html
[GPIO]: https://en.wikipedia.org/wiki/General-purpose_input/output
## Introduction
[myasu]: https://twitter.com/etcinitd
[nako_sleep_9h]: https://twitter.com/nako_sleep_9h
When we first learn [Nerves], one of the things we come up with is blinking LEDs on a breadboard.
Today I'd like to try one implementation using GenServer.
This is actually my outcome at this event I participated in last weekend "[Shop for parts in Akihabara and get started on Nerves right away!](https://piyopiyoex.connpass.com/event/317734/)". It was so much fun hanging out in [Akihabara, Tokyo](https://en.wikipedia.org/wiki/Akihabara) with [Nerves] enthusiasts.
Thank you very much to the organizers [myasu] and [nako_sleep_9h]!
[myasu] is very knowledgeable about electric and electronic stuff. I learned tons of pro tips from him, which I might write up as my future posts. He is the author of this book about Nerves.
[](https://nextpublishing.jp/book/17353.html)
[nako_sleep_9h] is awesome at organizing and mc'ing fun-driven engineering events across Japan. She wrote a [report on Day 1](https://qiita.com/nako_sleep_9h/items/8956a061b014f11cc65c) for this event.
[](https://twitter.com/nako_sleep_9h/status/1804441299258359890)
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">めでたい、光った光った〜<a href="https://twitter.com/hashtag/piyopiyoex?src=hash&ref_src=twsrc%5Etfw">#piyopiyoex</a> <a href="https://t.co/5WBqnFftQU">pic.twitter.com/5WBqnFftQU</a></p>— nako@9時間睡眠 (@nako_sleep_9h) <a href="https://twitter.com/nako_sleep_9h/status/1804441299258359890?ref_src=twsrc%5Etfw">June 22, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
## Nerves Livebook
There are more than a few ways to get started with [Nerves] IoT projects but one of the easiest is to use prebuild [Nerves Livebook] firmware. [Nerves Livebook] allows us to control our target devices such as Raspberry Pi, doing Elixir coding in a web browser.
https://github.com/nerves-livebook/nerves_livebook/blob/main/README.md
## Blink using Circuits GPIO
[Nerves Livebook] has a nice tutorial notebook about how to use the [circuits_gpio] package to control a [GPIO] as an output, and blink an LED. It shows us what electric parts we need minimally and how we wire them before getting down to business.
https://github.com/nerves-livebook/nerves_livebook/blob/main/priv/samples/basics/blink.livemd
## Wrapping our LED blinking logic in GenServer
When we want to repeat the blinking forever but want to stop at some stage without restarting the device, it is nice to prepare a [GenServer] that manages the LED blinking. There can be many ways to achieve similar effect but here is one implementation using GenServer.
First, let's write a simple module that wraps [GPIO]-related logic within so that we can forget about how exactly we need to communicate with our LEDs.
```elixir
defmodule LedBlink do
def open(led_pin) do
Circuits.GPIO.open(led_pin, :output)
end
def close(led_pin) do
Circuits.GPIO.close(led_pin)
end
def toggle(gpio, 1), do: off(gpio)
def toggle(gpio, 0), do: on(gpio)
def toggle(gpio, _), do: on(gpio)
def on(gpio) do
:ok = Circuits.GPIO.write(gpio, 1)
{:ok, 1}
end
def off(gpio) do
:ok = Circuits.GPIO.write(gpio, 0)
{:ok, 0}
end
end
```
Then next, we make a [GenServer] that lets an LED blink forever.
```elixir
defmodule BlinkServer do
use GenServer, restart: :temporary
require Logger
@run_interval_ms 1000
## Client
@doc """
Start a BlinkServer for the provided GPIO pin. It lets the LED blink forever.
### Examples
iex> BlinkServer.start_link(led_pin: "GPIO17")
"""
def start_link(opts) do
GenServer.start_link(__MODULE__, opts, name: __MODULE__)
end
def stop() do
GenServer.stop(__MODULE__)
end
## Callbacks
@impl true
def init(opts) do
led_pin = Access.fetch!(opts, :led_pin)
initial_state = %{
gpio_ref: nil,
led_state: 0,
led_pin: led_pin
}
{:ok, initial_state, {:continue, :init_gpio}}
end
@impl true
def handle_continue(:init_gpio, state) do
case LedBlink.open(state.led_pin) do
{:ok, gpio_ref} ->
new_state = %{state | gpio_ref: gpio_ref}
send(self(), :toggle_led_state)
{:noreply, new_state}
{:error, error} ->
{:stop, error}
end
end
@impl true
def handle_info(:toggle_led_state, state) do
{:ok, new_led_state} = LedBlink.toggle(state.gpio_ref, state.led_state)
new_state = %{state | led_state: new_led_state}
Logger.debug("toggled LED: #{new_state.led_state}")
Process.send_after(self(), :toggle_led_state, @run_interval_ms)
{:noreply, new_state}
end
@impl true
def terminate(reason, state) do
LedBlink.close(state.gpio_ref)
Logger.debug("terminated: #{reason}")
:ok
end
end
```
Here is how to use our BlinkServer.
When starting BlinkServer, we specify the GPIO pin we use for our LED.
When we are done experimenting, we can stop our running BlinkServer worker.
```elixir
Logger.configure(level: :debug)
BlinkServer.start_link(led_pin: "GPIO17")
Process.sleep(10_000)
BlinkServer.stop()
```
This implementation of BlinkServer is a singleton [GenServer], meaning we are not allowed to start more than one BlinkServer workers. So if we change our mind on the [GPIO] pin we use, for example, we would need to stop the worker and start a new worker with different options.
## circuits_gpio package
[circuits_gpio] is the one that lets us control [GPIO] in our Elixir code.
## Wrapping up
We wrote a simple [GenServer] that lets our LED blink.
Once you get a feel of it, I would like to see your LED blinking logic. Please share!
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">今日は初Nerves!<br>8月末のSWESTに向けた知識を付けていこう~ <a href="https://t.co/SrGEUJjzkS">https://t.co/SrGEUJjzkS</a></p>— FRICK (@TewiEwi_no96) <a href="https://twitter.com/TewiEwi_no96/status/1804302628907814965?ref_src=twsrc%5Etfw">June 21, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">Nerves勉強会2日目!<br>開始〜 <a href="https://t.co/zgMKDEGrH8">https://t.co/zgMKDEGrH8</a> <a href="https://t.co/rT7QiHslAa">pic.twitter.com/rT7QiHslAa</a></p>— FRICK (@TewiEwi_no96) <a href="https://twitter.com/TewiEwi_no96/status/1804692392622305757?ref_src=twsrc%5Etfw">June 23, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr"><a href="https://twitter.com/hashtag/piyopiyoex?src=hash&ref_src=twsrc%5Etfw">#piyopiyoex</a><br>【オフライン】秋葉原でパーツお買い物&そのままNerves入門! <br>はじまたー <a href="https://t.co/BPiPBxZMTq">pic.twitter.com/BPiPBxZMTq</a></p>— ysaito (@ysaito8015) <a href="https://twitter.com/ysaito8015/status/1804695245550157840?ref_src=twsrc%5Etfw">June 23, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">神田明神きたよ<a href="https://twitter.com/hashtag/piyopiyoex?src=hash&ref_src=twsrc%5Etfw">#piyopiyoex</a> <a href="https://t.co/xuxuiWcl2F">pic.twitter.com/xuxuiWcl2F</a></p>— nako@9時間睡眠 (@nako_sleep_9h) <a href="https://twitter.com/nako_sleep_9h/status/1804374303284302326?ref_src=twsrc%5Etfw">June 22, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">今日はこちらへ参加! <a href="https://t.co/L28N3O6nIF">https://t.co/L28N3O6nIF</a></p>— myasu (@etcinitd) <a href="https://twitter.com/etcinitd/status/1804313482428584446?ref_src=twsrc%5Etfw">June 22, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
<blockquote class="twitter-tweet"><p lang="ja" dir="ltr">今日はDay2!!<a href="https://t.co/hgJwwqGO9W">https://t.co/hgJwwqGO9W</a></p>— myasu (@etcinitd) <a href="https://twitter.com/etcinitd/status/1804676385459536130?ref_src=twsrc%5Etfw">June 23, 2024</a></blockquote> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
| mnishiguchi |
1,898,262 | How to Seamlessly Integrate OSS with Alibaba Cloud Elasticsearch Using Regular Service Roles | Overview Regular service roles are a type of RAM role that authorizes Alibaba Cloud... | 0 | 2024-06-24T01:46:00 | https://dev.to/a_lucas/how-to-seamlessly-integrate-oss-with-alibaba-cloud-elasticsearch-using-regular-service-roles-59lm | beginners, programming, tutorial, react | ## Overview
Regular service roles are a type of RAM role that authorizes Alibaba Cloud services to access each other securely. This guide provides a step-by-step approach to creating and managing a regular service role for [Alibaba Cloud Elasticsearch](https://www.alibabacloud.com/en/product/elasticsearch) to upload plug-ins or dictionary files from your Object Storage Service (OSS) securely.
<a name="fAR2N"></a>
### What is a Regular Service Role?
A regular service role in Alibaba Cloud is a RAM role authorized to act on behalf of other Alibaba Cloud services. This role ensures seamless and secure integration between two Alibaba Cloud services without changing public read permissions.
<a name="h7wHB"></a>
## Step 1: Create a Regular Service Role
If the regular service role does not exist when you upload a dictionary via an OSS URL, you must create this role and attach the required policy.
1. **Trusted Service Name**: elasticsearch.aliyuncs.com
2. **Role Name**: AliyunElasticsearchAccessingOSSRole
3. **Policy Name**: AliyunElasticsearchAccessingOSSRolePolicy
<a name="DGRuR"></a>
#### Policy Document:
```
1{
2 "Version": "1",
3 "Statement": [
4 {
5 "Action": [
6 "oss:GetObject",
7 "oss:GetObjectMetadata",
8 "oss:GetObjectMeta"
9 ],
10 "Resource": "*",
11 "Effect": "Allow"
12 }
13 ]
14}
```
<a name="s8DFV"></a>
## Step 2: Attach the Policy to the Regular Service Role
Log in to the RAM console and attach the above policy to the AliyunElasticsearchAccessingOSSRole. This enables Elasticsearch to assume this role to access files in the OSS URL and update dictionaries based on the file, ensuring data security.
<a name="pGStV"></a>
### Example of Limiting the Permissions of the Regular Service Role
To create more secure and granulated permissions, you can create a custom RAM policy and attach it to the regular service role.
<a name="rS3D0"></a>
#### Example Custom Policy
```
1{
2 "Version": "1",
3 "Statement": [
4 {
5 "Action": [
6 "oss:GetObject",
7 "oss:GetObjectMetadata",
8 "oss:GetObjectMeta"
9 ],
10 "Resource": [
11 "acs:oss:*:193248xxxxxxx:*"
12 ],
13 "Effect": "Allow",
14 "Condition": {
15 "StringEquals": {
16 "oss:BucketTag/key1":"value1"
17 }
18 }
19 }
20 ]
21}
```
<a name="POGhI"></a>
### Adding Tags to a Bucket
To manage permissions efficiently, you can add tags to buckets and control access based on these tags.
1. Log on to the OSS console.
2. In the left-side navigation pane, click Buckets. Find and click the desired bucket.
3. Choose Bucket Settings > Bucket Tagging from the left-side navigation tree.
4. On the Bucket Tagging page, click Create Tag and add the desired tag to the bucket.
<a name="RNYqh"></a>
### Uploading a Dictionary File
To upload a dictionary file from OSS:
1. Log in to the Elasticsearch console.
2. Use the OSS URL of the file to upload the plug-in or dictionary file.
<a name="wL7TK"></a>
## Deleting the Regular Service Role
If you need to delete the regular service role, you can do so in the RAM console. Note that after deletion, features depending on this role will cease to function.<br />For more detailed information, visit [RAM role overview](https://www.alibabacloud.com/help/doc-detail/116056.htm) and [Alibaba Cloud Elasticsearch](https://www.alibabacloud.com/en/product/elasticsearch).
<a name="mSMMa"></a>
## FAQ
<a name="f7gvK"></a>
### Q: Why is the ElasticsearchNoPermissionForCurrentBucket error received during operations like UpdateDict or UpdateHotIkDicts?
A: For Elasticsearch clusters using the cloud-native control architecture, only the regular service role for Elasticsearch can enable the clusters to read dictionary files stored in OSS. You must complete the authorization on the authorization page. This role is necessary for scenarios such as updating OSS-based synonym dictionaries, standard rolling updates of IK dictionaries, and dictionary updating for the analysis-aliws plug-in.
<a name="WJfMB"></a>
## Conclusion
Using regular service roles ensures secure and efficient integration between Alibaba Cloud Elasticsearch and OSS, allowing you to upload and manage dictionary files seamlessly without compromising on data security.<br />
Ready to start your journey with Elasticsearch on Alibaba Cloud? Explore our tailored Cloud solutions and services to take the first step towards transforming your data into a visual masterpiece.<br />
[Please Click here, Embark on Your 30-Day Free Trial](https://c.tb.cn/F3.bTfFpS) | a_lucas |
1,898,261 | Understanding OOPs in Python 🐍🌠 | What is OOP? Object-Oriented Programming (OOP) is a programming paradigm that uses... | 0 | 2024-06-24T01:45:43 | https://dev.to/kammarianand/understanding-oops-in-python-1k4k | python, oops, beginners, datascience |
#### What is OOP?
Object-Oriented Programming (OOP) is a programming paradigm that uses "objects" to design applications and computer programs. It utilizes several principles such as inheritance, encapsulation, polymorphism, and abstraction to create modular and reusable code.
#### Key Principles of OOP
1. **Encapsulation**
2. **Inheritance**
3. **Polymorphism**
4. **Abstraction**
---
### Basic Definitions of Class and Object
**Class:**
A class in programming is a blueprint or prototype that defines the attributes (data) and methods (functions) that the objects created from the class will have. It is a way to encapsulate data and functionality together. In simpler terms, a class is like a template for creating objects.
**Object:**
An object is an instance of a class. It is a specific implementation of the class template, containing real values instead of variables. Objects are used to interact with the data and functions defined in the class.

In the image, we see a representation of a class and an object using the concept of a Pokémon, specifically Pikachu.
- **Class**: The top part of the image shows a class named "Pokemon." This class defines the structure that all Pokémon objects will follow.
- **Attributes**: These are the properties or data stored in the class. For the "Pokemon" class, the attributes are:
- `Name`: Pikachu
- `Type`: Electric
- `Health`: 70
- **Methods**: These are the functions or behaviors that objects created from the class can perform. The methods in the "Pokemon" class are:
- `attack()`
- `dodge()`
- `evolve()`
- **Object**: On the left side of the image, we have Pikachu, which is an instance of the "Pokemon" class. Pikachu has specific values for the attributes defined in the class:
- `Name`: Pikachu
- `Type`: Electric
- `Health`: 70
This image illustrates the relationship between a class (the blueprint) and an object (the instance). Pikachu, the object, is created based on the "Pokemon" class, inheriting its structure and functionalities.
---
### Encapsulation
**Definition:**
Encapsulation is the practice of wrapping the data (attributes) and the methods (functions) that operate on the data into a single unit, or class. It also involves restricting direct access to some of the object's components, which can help prevent accidental interference and misuse of the data.
**Daily Life Example:**
Consider a coffee machine. You interact with it by pressing buttons to make coffee, fill the water tank, etc. You don't need to know the internal mechanics of how it heats the water or brews the coffee. The machine encapsulates all the details.
**Python Code Example:**
```python
class CoffeeMachine:
def __init__(self):
self._water_level = 0 # The underscore indicates this attribute is intended to be private.
def fill_water_tank(self, amount):
self._water_level += amount
print(f"Water tank filled. Current level: {self._water_level} ml")
def make_coffee(self):
if self._water_level > 0:
print("Coffee made!")
self._water_level -= 50 # assume each coffee uses 50ml
else:
print("Please fill the water tank.")
def get_water_level(self):
return self._water_level
# Using the CoffeeMachine class
machine = CoffeeMachine()
machine.fill_water_tank(100)
machine.make_coffee()
machine.make_coffee()
print(f"Remaining water level: {machine.get_water_level()} ml")
```
**Explanation:**
- **Class Definition**: We define a class `CoffeeMachine`.
- **Attributes**: `self._water_level` is an attribute that represents the water level in the machine. The underscore (`_`) before `water_level` is a convention indicating that this attribute is intended to be private.
- **Methods**:
- `fill_water_tank(amount)`: Adds the specified amount of water to the tank.
- `make_coffee()`: Makes coffee if there is enough water.
- `get_water_level()`: Returns the current water level.
- **Encapsulation**: The internal state (`_water_level`) is not directly accessible from outside the class, enforcing encapsulation.
### Inheritance
**Definition:**
Inheritance is a mechanism where a new class inherits attributes and methods from an existing class. The new class is called the derived (or child) class, and the existing class is the base (or parent) class.
**Daily Life Example:**
Consider a basic phone and a smartphone. A basic phone can make calls. A smartphone can make calls too, but it can also install apps, browse the internet, etc. The smartphone class can inherit the properties of the basic phone class and add additional features.
**Python Code Example:**
```python
class Phone:
def __init__(self, brand, model):
self.brand = brand
self.model = model
def make_call(self, number):
print(f"Calling {number} from {self.brand} {self.model}")
class Smartphone(Phone):
def __init__(self, brand, model, os):
super().__init__(brand, model) # Call the constructor of the parent class
self.os = os
def install_app(self, app_name):
print(f"Installing {app_name} on {self.brand} {self.model}")
# Using the Phone and Smartphone classes
basic_phone = Phone("Nokia", "3310")
smart_phone = Smartphone("Apple", "iPhone 14", "iOS")
basic_phone.make_call("123456789")
smart_phone.make_call("987654321")
smart_phone.install_app("WhatsApp")
```
**Explanation:**
- **Base Class (Phone)**:
- Attributes: `brand` and `model`.
- Method: `make_call(number)` which prints a calling message.
- **Derived Class (Smartphone)**:
- Inherits from `Phone`.
- Adds a new attribute `os`.
- Adds a new method `install_app(app_name)`.
- Uses `super()` to call the constructor of the `Phone` class.
### Polymorphism
**Definition:**
Polymorphism allows for methods to do different things based on the object it is acting upon, even though they share the same name.
**Daily Life Example:**
Consider a remote control that can work with multiple devices like a TV, DVD player, and sound system. You use the same `power_on` button to turn all these devices on, but the internal implementation for each device is different.
**Python Code Example:**
```python
class TV:
def power_on(self):
print("The TV is now ON")
class DVDPlayer:
def power_on(self):
print("The DVD Player is now ON")
class SoundSystem:
def power_on(self):
print("The Sound System is now ON")
# Function that uses polymorphism
def turn_on_device(device):
device.power_on()
# Using the function with different objects
tv = TV()
dvd_player = DVDPlayer()
sound_system = SoundSystem()
turn_on_device(tv)
turn_on_device(dvd_player)
turn_on_device(sound_system)
```
**Explanation:**
- **Classes (TV, DVDPlayer, SoundSystem)**: Each class has a `power_on()` method.
- **Function (turn_on_device)**: This function takes any device and calls its `power_on()` method.
- **Polymorphism**: The same `turn_on_device()` function works with different types of devices.
### Abstraction
**Definition:**
Abstraction is the concept of hiding the complex implementation details and showing only the essential features of the object.
**Daily Life Example:**
When you drive a car, you use the steering wheel, pedals, and gear shift. You don't need to understand how the engine or transmission system works to drive the car.
**Python Code Example:**
```python
from abc import ABC, abstractmethod
class Vehicle(ABC):
@abstractmethod
def start_engine(self):
pass
@abstractmethod
def stop_engine(self):
pass
class Car(Vehicle):
def start_engine(self):
print("Car engine started")
def stop_engine(self):
print("Car engine stopped")
class Motorcycle(Vehicle):
def start_engine(self):
print("Motorcycle engine started")
def stop_engine(self):
print("Motorcycle engine stopped")
# Using the classes
car = Car()
motorcycle = Motorcycle()
car.start_engine()
car.stop_engine()
motorcycle.start_engine()
motorcycle.stop_engine()
```
**Explanation:**
- **Abstract Base Class (Vehicle)**: Contains abstract methods `start_engine()` and `stop_engine()`.
- **Derived Classes (Car, Motorcycle)**: Implement the abstract methods.
- **Abstraction**: Users interact with the `start_engine()` and `stop_engine()` methods without needing to know how they are implemented.
conclusion
Object-Oriented Programming (OOP) is a programming paradigm centered around the concept of "objects" which can contain data, in the form of fields (often known as attributes), and code, in the form of procedures (often known as methods). The four key principles of OOP are encapsulation, inheritance, polymorphism, and abstraction. Encapsulation refers to bundling the data and methods that operate on the data within a single unit or class, and restricting access to some of the object's components, which helps maintain integrity and prevents unintended interference. Inheritance allows a new class to inherit attributes and methods from an existing class, fostering code reuse and logical hierarchy. Polymorphism enables methods to operate differently based on the object, allowing a unified interface to interact with different data types. Lastly, abstraction simplifies complex systems by exposing only the necessary parts, hiding the intricate details, and thus enhancing code readability and usability. Together, these principles promote modular, reusable, and maintainable code, making OOP a powerful and widely-used programming paradigm.
---
About Me:
🖇️<a href="https://www.linkedin.com/in/kammari-anand-504512230/">LinkedIn</a>
🧑💻<a href="https://www.github.com/kammarianand">GitHub</a>
| kammarianand |
1,898,257 | Unlocking Developer Secrets: Insights Beyond the Code | By 2030, it's predicted that we'll all be content creators. While this might sound like a futuristic... | 0 | 2024-06-24T01:17:05 | https://dev.to/vuyokazimkane/unlocking-developer-secrets-insights-beyond-the-code-ehf | webdev, beginners, programming, tutorial | By 2030, it's predicted that we'll all be content creators. While this might sound like a futuristic fantasy to some, I find it an intriguing prediction. After all, sharing knowledge and experiences is a core human desire.
Full disclosure: I wouldn't exactly call myself a wordsmith. For years, my fingers have flown across keyboards crafting code, not catchy headlines. But maybe that's the point. As a seasoned developer, I bring a unique perspective to the content creation table.
So, consider this my first tentative step into this exciting new world. I'm here to share my experiences – the triumphs, the troubleshooting nightmares, and everything in between – from the developer's point of view.
What can you expect? Well, I'm still figuring that out myself. But here are a few ideas brewing in the back of my mind:

**Demystifying the Developer Mindset**: Ever wondered what goes on in the brain of a coder? I'll be peeling back the layers, explaining our thought processes and problem-solving techniques.

**Coding Adventures for Beginners**: Want to dip your toes into the world of coding but feeling intimidated? I can be your guide, translating complex concepts into bite-sized, beginner-friendly lessons.

**Behind the Scenes of App Development**: Curious about the journey from idea to a fully functional app? I'll take you on a virtual tour, revealing the exciting (and sometimes messy) process of bringing an app to life.
This is just the beginning, and I'm open to suggestions! As I explore this new creative space, I'd love to hear from you. What kind of content would you find interesting? What are your burning questions about the world of coding?
Let's embark on this content creation journey together. After all, who knows, by 2030, we might all be swapping code snippets for captivating blog posts – and that, my friends, could be a pretty exciting future. | vuyokazimkane |
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