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1,878,025
Unlocking Business Potential The Power of Social Media Marketing
In the virtual age, social media advertising has turn out to be a important aspect of any commercial...
0
2024-06-05T12:31:59
https://dev.to/liong/unlocking-business-potential-the-power-of-social-media-marketing-2mki
marketing, fashion, malaysia, brand
In the virtual age, social media advertising has turn out to be a important aspect of any commercial enterprise method. It gives exceptional possibilities for groups to engage with their target market, construct emblem popularity, and drive income. With billions of customers on structures like Facebook, Instagram, Twitter, LinkedIn, and TikTok, corporations can faucet into amazing networks to acquire their goal markets. ## Key Strategies for Social Media Marketing **1. Define the Objectives** Before diving into [social media marketing](https://ithubtechnologies.com/social-media-marketing-malaysia/?utm_source=dev.to%2F&utm_campaign=socialmediamarketing&utm_id=Offpageseo+2024) and advertising, it’s vital to outline what you need to acquire. Common goals consist of increasing logo interest, using visitors on your internet site, generating leads, boosting sales, and improving patron engagement. Clear desires will assist you degree your success and adjust your techniques therefore. **2. Know Your Audience** Understanding your target market is vital. Conduct marketplace studies to decide their demographics, pursuits, and on-line behavior. This records will assist you tailor your content fabric to resonate collectively along with your target audience, making your advertising and marketing and advertising and advertising and marketing efforts extra effective. **3. Choose the Right Platforms** Not all social media structures are created same. Each has its precise user base and content fashion. For example, Instagram and Pinterest are visually driven and ideal for agencies in the fashion, meals, and life-style sectors. LinkedIn is right for B2B businesses searching to connect with specialists. Choose structures that align with your business and wherein your target audience is maximum energetic. **4. Create Engaging Content** Content is king in social media advertising. Your content material should be excellent, relevant, and engaging. Use a aggregate of formats which include snap shots, films, tales, and stay streams to maintain your audience involved. Don’t overlook to apply hash tags to growth your content fabric’s visibility. **5. Consistency is Key** Regular posting enables hold your logo at the vanguard of your audience’s thoughts. Develop a content material calendar to plan your posts and make certain consistency. However, fine should by no means be sacrificed for amount. It’s better to submit much less frequently but with exquisite content material than to post low-excellent content material often. **6. Engage with Your Audience** Social media is not only a broadcasting tool; it’s a platform for two-manner communication. Respond to comments, solution questions, and have interaction with person-generated content material fabric. Building a community round your brand can foster loyalty and inspire phrase-of-mouth marketing. **7. Leverage Influencers** Influencer advertising can expand your reach and credibility. Partner with influencers who align along with your emblem values and have a true following. Influencers can create real content material fabric that resonates with their goal marketplace, driving visitors and income for your commercial agency. **8. Use Paid Advertising** Organic reach on social media can be constrained, especially with converting algorithms. Paid advertising allows you to goal precise demographics, pastimes, and behaviors, making sure your content reaches the right people. Experiment with particular advert codecs like carousel classified ads, video commercials, and sponsored posts to peer what works tremendous for your industrial organization. **9. Analyze and Optimize** Regularly examine your social media universal performance the use of analytics equipment supplied through the use of platforms or third- party offerings. Track metrics inclusive of engagement costs, click on-through expenses, and conversion costs. Use those insights to optimize your strategies, refine your content fabric, and decorate your ROI. ## **Benefits of Social Media Marketing** **1. Increased Brand Awareness** Social media platforms offer a worldwide degree for organizations to exhibit their products and services. With regular and strategic efforts, businesses can notably growth their brand visibility and attain new audiences. **2. Improved Customer Engagement** Social media lets in for direct interplay with clients, fostering a sense of community and loyalty. Engaging with customers allows build trust and affords treasured feedback for improving products and services. **3. Higher Conversion Rates** Effective social media advertising and marketing and advertising can cause better conversion costs. By centered on the proper goal marketplace with the proper content material, groups can pressure site visitors to their web sites and convert site traffic into clients. **4. Cost-Effective Marketing** Compared to standard marketing and advertising channels, social media advertising is extraordinarily rate-powerful. Many social media tools and features are loose, and paid advertising alternatives are often greater less costly and flexible than conventional media. **5. Enhanced Brand Loyalty** Building a robust social media presence helps create a devoted consumer base. By constantly imparting treasured content material and attractive with followers, organizations can foster lengthy-term relationships with their clients. **6. Access to Insights and Analytics** Social media platforms offer strong analytics equipment that offer insights into client conduct and marketing campaign performance. These insights help organizations make information-pushed choices and refine their marketing strategies for better outcomes. **7. Increased Website Traffic and search engine marketing Rankings** Social media activities can pressure enormous visitors to a enterprise’s internet site. Sharing blog posts, product updates, and promotional gives on social media can result in greater clicks and visits. Additionally, social signals (likes, stocks, feedback) can undoubtedly impact search engine optimization ratings, making it easier for capability customers to find your business online. **8. Competitor Analysis** Social media lets in organizations to hold a watch on their competition. By reading competitors’ social media strategies, corporations can discover developments, study from their successes and failures, and refine their private procedures. **9. Humanization of Your Brand** Social media offers a platform to expose off the human component of your enterprise. Sharing within the again of-the-scenes content material, employee stories, and corporation values enables humanize your brand, making it extra relatable and simple to your audience. ## **Conclusion** Social media marketing is an indispensable device for companies in today’s virtual panorama. By imposing powerful techniques and leveraging the benefits of social media, companies can beautify their emblem presence, engage with their target audience, and pressure full-size growth. Whether you're a small startup or a longtime business enterprise, making an investment in social media advertising and marketing can yield significant returns and assist you stay aggressive in the ever-evolving market.
liong
1,878,024
Understanding API Versioning: A Simple Guide -Part 1 : Theory
APIs (Application Programming Interfaces) are a crucial part of modern software development. They...
0
2024-06-05T12:31:14
https://dev.to/muhammad_taimur/understanding-api-versioning-a-simple-guide-part-1-theory-4ni5
csharp, beginners, computerscience, api
APIs (Application Programming Interfaces) are a crucial part of modern software development. They allow different software systems to communicate with each other, enabling the integration of various services and functionalities. But as software evolves, so do the APIs. This is where API versioning comes into play. In this article, we’ll explore what API versioning is, why it’s important, and how to implement versioning is on [part 2 for this article](https://dev.to/muhammad_taimur/understanding-api-versioning-a-simple-guide-part-1-c-code-1p0e). ## **What is an API?** Before diving into versioning, let’s quickly understand what an API is. An API is like a waiter in a restaurant. Just as a waiter takes your order and brings back your food from the kitchen, an API takes your request, communicates it to a server, and returns the server’s response to you. For example, when you use a weather app, the app sends a request to a weather API, which then returns the current weather data. ## **Why Do We Need API Versioning?** As software and applications grow, APIs need to evolve. New features are added, old ones are modified, and sometimes deprecated. These changes can break existing integrations if not managed properly. This is where API versioning helps. API versioning allows developers to introduce changes without disrupting the existing API consumers (clients). It helps maintain backward compatibility while rolling out improvements and new features. ## **How Does API Versioning Work?** API versioning involves assigning different versions to an API. Each version can have different endpoints or functionalities. Here’s a simple example: Let’s say we have a GET /weather endpoint that returns weather data. Over time, we might want to add new data fields or change the format of the response. Instead of modifying the existing endpoint, we create a new version. **Example:** - Version 1 (v1): `GET /api/v1/weather Response: { "temperature": 25, "humidity": 60 }` - Version 2 (v2): `GET /api/v2/weather Response: { "temp": 25, "hum": 60, "wind_speed": 10 }` In this example, v2 introduces a new field (wind_speed) and changes the field names (temperature to temp, humidity to hum). Clients using v1 are unaffected by these changes. ## **Common API Versioning Strategies** Below are the 3 most common ways of API Versioning used by developers **1. URL Path Versioning** This method includes the version number in the URL path. `GET /api/v1/resource GET /api/v2/resource` **2. Query Parameter Versioning** This method includes the version number as a query parameter. `GET /api/resource?version=1 GET /api/resource?version=2` **3. Header Versioning** This method specifies the version number in the request header. `GET /api/resource Headers: { "API-Version": "1" }` To visualize this concept, here’s a simple wording: Client 1 requests data using v1 endpoint. Server responds with data in v1 format. Client 2 requests data using v2 endpoint. Server responds with data in v2 format. This separation ensures that changes in v2 do not affect clients using v1. Hence both Apis works as expected. ## **Conclusion** API versioning is essential for maintaining the stability and reliability of APIs as they evolve. It allows developers to introduce new features and improvements without breaking existing clients. By understanding and implementing API versioning, you can ensure a smooth transition and continued compatibility for your API consumers. Whether you choose URL path, query parameter, or header versioning, the goal remains the same: to manage changes effectively and keep your API robust and user-friendly. Happy coding! Feel free to ask questions or share your thoughts in the comments below! If you found this article helpful, don’t forget to like and share it.
muhammad_taimur
1,878,023
ID document Liveness Check
An ID document liveness check verifies the authenticity of an ID by confirming the presence of a live...
0
2024-06-05T12:31:12
https://dev.to/miniailive/id-document-liveness-check-27o3
webdev, ai, android, identity
An ID document liveness check verifies the authenticity of an ID by confirming the presence of a live person during verification. It uses advanced technology to ensure the ID belongs to the person presenting it. Identity verification is crucial in today’s digital age. Businesses need to ensure that the person providing an ID is indeed the rightful owner. ID document liveness checks play a vital role in this process. They combine facial recognition and artificial intelligence to detect any signs of fraud. This technology helps prevent identity theft and unauthorized access. It is widely used in banking, e-commerce, and other sectors where security is paramount. Implementing an ID document liveness check can significantly enhance trust and security for both businesses and customers. For more article: https://miniai.live/id-document-liveness-check/ ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/o0sznpsq9vd4vtuk8i0o.png)
miniailive
1,878,016
Five Things to Avoid in Ruby
As a contract software developer, I am exposed to oodles of Ruby code. Some code is readable, some...
0
2024-06-05T12:25:03
https://blog.appsignal.com/2024/05/22/five-things-to-avoid-in-ruby.html
ruby
As a contract software developer, I am exposed to oodles of Ruby code. Some code is readable, some obfuscated. Some code eschews whitespace, as if carriage returns were a scarce natural resource, while other code resembles a living room fashioned by Vincent Van Duysen. Code, like the people who author it, varies. Yet, it's ideal to minimize variation. Time and effort are best spent on novel problems. In this post, we'll explore five faux pas often seen in Ruby code and learn how to turn these idiosyncrasies into idioms. But first, how can we minimize variance in Ruby? ## Minimizing Variance in Ruby with Rubocop and Idioms Ruby developers can gain efficiency with [Rubocop](https://rubocop.org), which unifies style within a single project or across many projects. Rails is a boon to uniformity, too, as it favors convention over configuration. Indeed, disparate Rails codebases are identical in places and, overall, quite similar. Beyond tools and convention, variance is also minimized by idioms, or those ["structural forms peculiar to a language"](https://www.merriam-webster.com/dictionary/idiom). For example, Ruby syntax is a collection of explicit idioms enforced by the interpreter. Reopening a class is a Ruby idiom, too. But not all Ruby idioms are dicta. Most Ruby idioms are best practices, shorthand, and common usages Ruby developers share informally and in practice. Learning idioms in Ruby is like learning idioms in any second spoken (or programming) language. It takes time and practice. Yet the more adept you are at recognizing and proffering Ruby's idioms, the better your code will be. ## What to Avoid in Ruby Now, let's move on to looking at five things to avoid in Ruby: - Verbosity - Long expressions to detect `nil` - Overuse of `self` - Collecting results in temporary variables - Sorting and filtering in memory ### Verbosity If you've delved into Ruby, you can appreciate how expressive, compact, fun, and flexible it is. Any given problem can be solved in a number of ways. For example, `if`/`unless`, `case`, and the ternary operator `?:` all express decisions — which one you should apply depends on the problem. However, per Ruby idiom, some `if` statements are better than others. For instance, the following blocks of code achieve the same result, but one is idiomatic to Ruby: ```ruby # Verbose approach actor = nil if response == 1 actor = "Groucho" elsif response == 2 actor = "Chico" elsif response == 3 actor = "Harpo" else actor = "Zeppo" end ``` ```ruby # Idiomatic approach actor = if response == 1 "Groucho" elsif response == 2 "Chico" elsif response == 3 "Harpo" else "Zeppo" end ``` Almost every Ruby statement and expression yields a value, including `if`, which returns a final code statement value and a matching condition. The version of the `if` statement in the second code block above leverages this behavior. If `response` is `2`, `actor` is set to `Chico`. Assigning the result of an `if` statement is idiomatic to Ruby. (The same construct can be applied to `case`, `unless`, `begin/end`, and others.) Another Ruby idiom is present: you need not predefine a variable used within an `if` statement (or `while`, `for`, and others). So, the latter code removes the line `actor = nil`. In Ruby, unlike other languages, the body of an `if` statement is _not_ considered a separate scope. ### Long Expressions to Detect `nil` `nil` represents "nothing" in Ruby. It's a legitimate value and is its own class (`NilClass`) with methods. Like other classes, if you call a method that's not defined on `nil`, Ruby throws an exception akin to `undefined method 'xxx' for nil:NilClass`. To avoid this exception, you must first test a variable to determine if it's `nil.` For example, code such as this is common in Rails applications: ```ruby if user && user.plan && user.plan.name == 'Standard' # ... some code for the Standard plan end ``` The trouble is that such a long chain of assertions is unwieldy. Imagine having to repeat the condition `user && user.plan && ...` every time you have to reference a user's plan name. Instead, use Ruby's safe navigation operator, `&.` It is shorthand for the logic "If a method is called on `nil`, return `nil`; otherwise, call the method per normal." Using `&.` reduces the code above to the much more readable: ```ruby if user&.plan&.name == 'Standard' // ... some code end ``` If `user` is `nil` and `plan` is `nil`, the expression `user&.plan&.name` is `nil`. The example above assumes `user` and `plan` represent a custom structure or Rails model of some kind. You can also use the safe navigation operator if a value represents an `Array` or `Hash`. For example, assume `a_list_of_values` is an `Array`: ```ruby a_list_of_values[index] ``` If the variable `a_list_of_values` is `nil`, an exception is thrown. If you expectantly try `a_list_of_values&.[index]`, a syntax error occurs. Instead, use `&.` with the `Array#at` method. ```ruby a_list_of_values&.at(index) ``` Now, if `a_list_of_values` is `nil`, the result of the expression is `nil`. ### Overuse of `self` Ruby uses `self` in three substantive ways: 1. To define class methods 2. To refer to the current object 3. To differentiate between a local variable and a method if both have the same name Here's an example class demonstrating all three usages. ```ruby class Rectangle def self.area(length, width) new(length, width).area end def self.volume(length, width, height) area(length, width) * height end def initialize(length, width, height = nil) self.length = length self.width = width self.height = height end def area length * width end def volume area = 100 self.area * height end private attr_reader :length, :width, :height end ``` `def self.area` is an example of the first purpose for `self`, defining a class method. Given this class, the Ruby code `puts Rectangle.area(10, 5)` produces `50`. The code `self.length = length` demonstrates the second application of `self`: the instance variable `length` is set to the value of the argument `length`. (The `attr_reader` statement at the bottom defines the instance variable and provides a getter method.) Here, the statement `self.length = length` is functionally the same as `@length = length`. The third use of `self` is shown in the `volume` method. What does `puts Rectangle.volume(10, 5, 2)` emit? The answer is `100`. The line `area = 100` sets a method-scoped, local variable named `area`. However, the line `self.area` refers to the method `area`. Hence, the answer is `10 * 5 * 2 = 100`. Consider one more example. What is the output if the `volume` method is written like this?: ```ruby def volume height = 10 self.area * height end ``` The answer is `500` because both uses of `height` refer to the local variable, not the instance variable. Inexperienced Rails developers make unnecessary use of `self`, as in: ```ruby # Class User # first_name: String # last_name: String # ... class User < ApplicationRecord ... def full_name "#{self.first_name} #{self.last_name}" end end ``` Technically, this code is correct, yet using `self` to refer to model attributes is unnecessary. If you combine Rubocop with your development environment, Rubocop flags this issue for you to correct. ### Collecting Results in Temporary Variables A common code chore is processing lists of records. You might eliminate records due to certain criteria, map one set of values to another, or separate one set of records into multiple categories. A typical solution is to iterate over the list and accumulate a result. For instance, consider this a solution to find all even numbers from a list of integers: ```ruby def even_numbers(list) even_numbers = [] list.each do |number| even_numbers << number if number&.even? end return even_numbers end ``` The code creates an empty list to aggregate results and then iterates over the list, ignoring `nil` items, and accumulating the even values. Finally, it returns the list to the caller. This code serves its purpose, but it isn't idiomatic. A better approach is to use Ruby's Enumerable methods. ```ruby def even_numbers(list) list.select(&:even?) # shorthand for `.select { |v| v.even? }` end ``` `select` is one of many Enumerable methods. Each Enumerable method iterates over a list and collects results based on a condition. Specifically, `select` iterates over a list and accumulates all items where a condition yields a _truthy_ value. In the example above, `even?` returns `true` if the item is an even number. `select` returns a new list, leaving the original list unchanged. A variant named `select!` performs the same purpose, but alters (mutates) the original list. The Enumerable methods include `reject` and `map` (also known as `collect`). `reject` collects all items from a list where a condition yields a falsey value. `map` returns a new list where each item in the original list is transformed by an expression. Here's one more example Enumerable method in action. First, some non-idiomatic code: ```ruby def transform(hash) new_hash = {} hash.each_pair do |key, value| new_hash[key] = value ? value * 2 : nil end return new_hash end ``` And now a more idiomatic approach: ```ruby def transform(hash) hash.transform_values { |value| value&.*(2) } end ``` `transform_values` is another Enumerable method available for `Hash`. It returns a new hash with the same keys, but each associated value is transformed. Remember, even integers are objects in Ruby and have methods. `value&.*(2)` returns `nil` if `value` is `nil`, else `value * 2`. ### Sorting and Filtering in Memory Here's one last faux pas — this one is specific to Rails and ActiveRecord. Let's examine this code: ```ruby # class Student # name: String # gpa: Float # ... # class Student < ApplicationRecord ... def self.top_students Student .all .sort_by { |score| student.gpa } .select { |score| student.gpa >= 90.0 } .reverse end end ``` Calling `Student.top_students` returns all students with a GPA greater than or equal to `90.0` in ranked order, from highest to lowest. Technically, this code is correct, but it isn't very efficient in space or time because: - It must load all records from the `students` table into memory. - It first sorts all records and _then_ filters based on GPA, performing unnecessary work. - It reverses the order of the list in memory. Sorting and filtering are best performed in the database, if possible, using ActiveRecord's tools. ```ruby def self.top_students Student.where(gpa: 90.0..).order(gpa: :desc) end ``` The shorthand `90.0..` in the `where` clause is a Ruby `Range` expressing a value between `90.0` and `Float::INFINITY`. If `gpa` is indexed in the `students` table, this query is likely very fast and loads only the matching records. If the student records are being fetched for display, more efficiency (in memory) can be gained via pagination (albeit at the possible expense of more queries to fetch the batches). ## Wrapping Up and Next Steps In this post, we've covered five key things to avoid in Ruby and the idioms to use instead. I highly recommend reading the documentation for Ruby's core classes and modules, including [`Array`](https://ruby-doc.org/3.3.0/Array.html), [`Hash`](https://ruby-doc.org/3.3.0/Hash.html), and [`Enumerable`](https://ruby-doc.org/3.3.0/Enumerable.html). The documents are a treasure trove of methods and techniques, and chances are a method exists to solve your problem at hand. Turn knowledge into practice by writing small code samples to learn how each method works. Add Rubocop into your workflow, even your text editor. Rubocop keeps your code looking nice but can also flag idiosyncratic code. Using Rubocop is one of the best ways to learn to code the Ruby way. Finally, read other developers' code, especially open-source Ruby projects. To peruse the code of any gem, run `bundle open <gem>`, where `<gem>` is the name of a library. If you've included a debugger in your _Gemfile_, you can even set breakpoints in any gem and step through the code. Go forth and code! **P.S. If you'd like to read Ruby Magic posts as soon as they get off the press, [subscribe to our Ruby Magic newsletter and never miss a single post](https://blog.appsignal.com/ruby-magic)!** **P.P.S. [Use AppSignal for Ruby for deeper debugging insights](https://www.appsignal.com/tour/errors).**
martinstreicher
1,878,021
Top Printing Services | Business Cards | Brochures | Flyers
Get premium printing solutions for brochures, flyers, and business cards. We offer business card...
0
2024-06-05T12:24:24
https://dev.to/prachi_pare_e410f7b6715d0/top-printing-services-business-cards-brochures-flyers-4b1b
[Get premium printing solutions for brochures, flyers, and business cards. We offer business card printing, digital business cards, and brochure design. Find business card printing near you and create stunning print media with our brochure maker and Canva business cards.](https://bhagirathtechnologies.com/services/7)
prachi_pare_e410f7b6715d0
1,878,020
IGRS UP 2024: UP Online Stamp Duty & Property Registration
IGRSUP is the online platform provided by the Stamp and Registration Department of the Uttar Pradesh...
0
2024-06-05T12:23:32
https://dev.to/bigproperty_saikrishna_1d/igrs-up-2024-up-online-stamp-duty-property-registration-2lki
igrsup
**[IGRSUP](https://www.bigproperty.in/blog/igrs-up-2024-up-online-stamp-duty-property-registration/ )** is the online platform provided by the Stamp and Registration Department of the Uttar Pradesh Government. It offers various services, including property registration, protection of registered documents, providing copies of registry documents to courts and the public, among others. Online services like property registration, encumbrance detail checks, stamp duty information checks, online property searches, and online stamp refund applications are also made possible by IGRSUP. Services Provided by IGRSUP IGRSUP primarily offers services related to document and marriage registration, including property registration. Here are the key services provided by IGRSUP: 1. Document Registration: The public can register their documents at the Deputy Registrar's offices. 2. Indexing of Registered Papers: Names of parties and area-wise property lists are prepared and made publicly available. 3. Availability of Attested Copies: Courts and the public can obtain attested copies of registered documents. 4. Discharge Certificate: Certificates related to property transactions or mortgages can be obtained from the Deputy Registrar’s office. 5. Hindu Marriage Registration: Hindu marriages can be registered under the Hindu Marriage Act 1955. 6. Free Copies of Agricultural Land Documents: Attested copies of sale or donation letters of agricultural land are provided free to the concerned tehsil's revenue office. 7. Preservation of Wills: Wills submitted by the public are preserved by district registrar offices. 8. Home Registration Services: If an executor cannot visit the office due to illness or old age, registration services can be provided at their residence. Online Property Registration via [IGRSUP](https://www.bigproperty.in/blog/igrs-up-2024-up-online-stamp-duty-property-registration/ ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/p712t6x3o6r24o0d7q13.png)) To register a property online through IGRSUP, follow these steps: 1. Visit the official IGRSUP website. 2. Click on the Property Registration (Sampatti Panjikaran) tab. 3. Click on ‘Apply Now’ to open the property registration window. 4. Click on ‘New Application’ for new property registration. 5. Fill in details such as District, Tehsil, Deputy Registrar, Mobile Number, Password, and Captcha code. 6. Submit the details and present the duly signed documents to the Sub-registrar at a scheduled time. Note: Document registration on IGRSUP can only be done in Hindi. IGRSUP Index The IGRSUP Index allows users to see property details registered after December 5, 2017. To access these details: 1. Go to the provided link for the IGRSUP Index. 2. Fill in the property details, including Address, Tehsil, Colony, Village, and Captcha code. 3. Click on the View Details button to display the property information. Checking the Evaluation List on IGRSUP To check the evaluation list: 1. Visit the IGRSUP website. 2. Click on the ‘Evaluation list’ option on the homepage. 3. Enter the District, Sub-registrar Office, and Captcha code. 4. Click on the “View Evaluation List” button to display the list. Checking Property Registration Application Status To check the status of your property registration application: 1. Visit the IGRSUP website. 2. Click on the Property Registration (Sampatti Panjikaran) tab and then on Apply Now. 3. Click on ‘User Login’. 4. Enter the District, Application ID, Password, and Captcha code. 5. Click on the Log in button to view the application status. Searching for Property Information To search for property information online: 1. Login to the IGRSUP portal. 2. Click on the Property Details (Sampatti Vivaran) tab. 3. Choose between Rural Properties or Urban Properties. 4. Fill in the relevant details and click submit to display the property information. Finding Your Local Stamp and Registration Office To find the nearest office: 1. Visit the IGRSUP website. 2. Click on the ‘Know Your Office’ button on the homepage. 3. Enter the District, Tehsil, Village, and Colony details. 4. Enter the Captcha Code and click on the ‘View Office’ button to display the nearest office. Applying for Stamp Duty Withdrawal To apply for stamp duty withdrawal: 1. Log in to the IGRSUP portal. 2. Click on the ‘Stamp Vaapsi Hetu Aavedan’ tab. 3. For new users, click on ‘New Register’ and fill in the required details. 4. For existing users, click on ‘Pre-register’, enter the Application ID, Captcha Code, and password to view the status. Applying for Certificate of Registered Instrument To apply for this certificate: 1. Click on the ‘Application for Registered Instrument Certificate’ tab on the IGRSUP portal. 2. Fill in the required details and click on Sign In to apply. Industrial Property Registration through IGRSUP For industrial property registration: 1. Log in to the IGRSUP portal. 2. Click on the ‘Audhyogik Sampatti Panjikaran hetu Nivesh Mitra Website ke Madhyam se Aavedan Karein’ link. 3. You will be redirected to the Nivesh Mitra website for further information and application. Applying for Encumbrance Certificate To apply for an Encumbrance Certificate: 1. Go to the IGRSUP portal and click on ‘Bharmukta Pramanpatra/Barah Sala’. 2. Start a new registration, fill in the details, and submit. 3. Complete the payment process through the available payment methods. Certifying E-Stamp To certify an e-stamp: 1. Click on the E-stamp Satyapan tab on the IGRSUP homepage. 2. Fill in the required details and click on Verify to display the e-stamp details. Stamp Duty Charges in UP The prevailing stamp duty charges in Uttar Pradesh include: 1. Sale Deed: 7% (Registration charge: 1%) 2. Sale Deed (Female): 6% (Registration charge: 1%) 3. Sale Deed (Male + Female): 6.5% (Registration charge: 1%) 4. Sale Deed (Female + Female): 6% (Registration charge: 1%) 5. Sale Deed (Male + Male): 7% (Registration charge: 1%) 6. Gift Deed: Rs 60 to Rs 125 7. Lease Deed: Rs 200 8. Will: Rs 200 9. General Power of Attorney (GPA): Rs 10 to Rs 100 10. Special Power of Attorney (SPA): Rs 100 11. Conveyance Deed: Rs 60 to Rs 125 12. Notarial Act: Rs 10 13. Affidavit: Rs 10 14. Agreement Deed: Rs 10 15. Adoption Deed: Rs 100 16. Divorce: Rs 50 17. Bond: Rs 200 Rate List for Mutation of Land Records To check the rate list for mutation of land records in urban local bodies: 1. Go to the IGRSUP portal. 2. Click on the fee details section under other services. 3. Select ‘Mutation and Name Change at ULB’ and follow the prompts to view the rates. Filing a Complaint on IGRS UP To file a complaint: 1. Visit the IGRSUP website. 2. Click on the Suggestions/Complaints (Sujhav/Samasya) tab. 3. Fill out the complaint form with the required details. 4. Enter the Captcha code and click on the Submit button. In conclusion, IGRSUP offers a wide range of services including property registration, encumbrance certificates, marriage registration, and more, ensuring convenience and transparency for the public.
bigproperty_saikrishna_1d
1,878,019
What is Blum? How can you earn on it?
What is the difference from Notcoin? Blum itself differs in essence from Notcoin, as...
0
2024-06-05T12:23:19
https://dev.to/__d1b956e23d8b/what-is-blum-how-can-you-earn-on-it-11nc
blockchain, web3
## What is the difference from Notcoin? Blum itself differs in essence from Notcoin, as Notcoin was a simple clicker game where you farmed coins and then sold them on the exchange for real money after listing (the release of securities on the stock exchange). But Blum is a different story. Blum is planned as a decentralized exchange where you can trade various tokens. In the game, you can also farm your own token called BP (Blum Point). It can be farmed in two ways: through a mini-game called "Drop game," where green targets and bombs fall on you, and you need to collect the targets and avoid the bombs because collecting bombs resets your progress in the mini-game. Crystals also fall, and you need to collect them as they stop the time in the mini-game. BP can also be farmed by launching "farming." It's not too complicated; you can simply start farming every 8 hours and go about your business, then collect your BP after 8 hours. ## How to start farming BP? To start farming, you need to join the closed Blum bot. You can only join it through an invitation, and the number of invitations is limited. Specifically for you, I will leave two links through which you can join Blum. [1 link (main) ](t.me/BlumCryptoBot/app?startapp=ref_x0AvnsMaRg) [2 link (if invitations on the first one are exhausted) ](t.me/BlumCryptoBot/app?startapp=ref_svHrSI5fUu) ## Why can you earn 100% on Blum? It all depends on the developers of this application. The leading developer of this application is Vladimir Smirkis, a former director of Binance (the largest cryptocurrency exchange that left Russia due to certain political events) in the CIS. Blum also won funding in a competition for the most promising crypto projects from Binance. ## When will the cabbage fall into your lap? According to various insights, you will be able to receive cabbage (earnings) from BP by the end of 2024. However, there are rumors that Blum plans to add farming and other tokens that could have already been listed. This means that you can earn money from Blum even before the end of this year. ## What are the conclusions? So, if you missed out on Notcoin and missed the opportunity to earn $400-$1000 (which is equivalent to 35,000 rubles to 88,000 rubles), then you definitely need to farm Blum. And even if you didn't miss out, extra money won't hurt. Plus, Blum only requires less than 5 minutes of your time per day.
__d1b956e23d8b
1,878,015
DELICIRO: Food Ordering Website
I'm excited to share my latest project, DELICIRO, a fully functional food-ordering website. This...
0
2024-06-05T12:21:50
https://dev.to/sarmittal/deliciro-food-ordering-website-43cj
webdev, javascript, programming, react
![DELICIRO, a fully functional food ordering website built using React.js, HTML, and CSS. This project has been an incredible learning experience, enhancing my skills in systematic coding, advanced CSS, and React.js implementation.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6yj3dx0r1o1h7im8vd03.PNG) I'm excited to share my latest project, DELICIRO, a fully functional food-ordering website. This project was a significant step forward in my web development journey, providing me with an opportunity to enhance my skills in CSS and React.js. ## Inspiration The inspiration for DELICIRO came from my love for food and technology. I wanted to create a platform where users could easily browse and order their favorite meals. To ensure I followed best practices, I found a YouTube tutorial that guided me through the systematic way of writing clean and efficient code. ## Development Process - **Learning from YouTube:** I started by following a comprehensive YouTube tutorial. The step-by-step guide was incredibly helpful in understanding the workflow and structure of a professional-level project. It emphasized the importance of writing clean, maintainable code and following a systematic approach to development. - **Enhanced CSS Skills:** One of my goals with DELICIRO was to improve my CSS skills. The tutorial covered advanced CSS techniques, which allowed me to create a visually appealing and responsive design. I learned how to use Flexbox and Grid more effectively, and I gained insights into creating smooth animations and transitions. - **React.js Implementation: **While I had some prior experience with React.js, this project deepened my understanding of component-based architecture. I learned how to manage state more efficiently and how to use hooks like useState and useEffect to create a dynamic and interactive user exp erience. ## Key Features of DELICIRO - **User-Friendly Interface:** The website boasts a clean and intuitive interface, making it easy for users to navigate through the menu and place orders. - **Responsive Design:** DELICIRO is fully responsive, ensuring a seamless experience on both desktop and mobile devices. - **Dynamic Content:** The use of React.js allows the content to update dynamically without the need for page reloads, providing a smooth and fast user experience. ## What I Learned - **Systematic Coding:** The importance of following a structured approach to coding was a key takeaway. It not only makes the code more readable but also easier to debug and maintain. - **Advanced CSS Techniques:** I improved my CSS skills significantly, learning how to create more sophisticated layouts and designs. - **React.js Best Practices:** This project enhanced my understanding of React.js, particularly in managing state and creating interactive components. ## Future Plans I plan to continue improving DELICIRO by adding more features such as user authentication, order tracking, and payment integration. Additionally, I aim to explore more advanced CSS and React.js techniques to further enhance the user experience. Feel free to check out DELICIRO and share your feedback. I’m open to suggestions and collaborations to make this project even better! **Live Demo:** [DELICIRO](https://deliciro.netlify.app/) **GitHub Repository:** [DELICIRO Source Code](https://github.com/iam-sarthak/deliciro) Note: this website is not complete yet that's just a front home page Creating DELICIRO has been an incredible learning experience, and I’m excited to see where this journey takes me next. Thank you for reading, and stay tuned for more updates!
sarmittal
1,878,013
Know the Cost of Building a Dating App by Fulminous Software
So you have a brilliant idea for a revolutionary dating app! But before you launch into development,...
0
2024-06-05T12:20:42
https://dev.to/fulminoussoftware/know-the-cost-of-building-a-dating-app-by-fulminous-software-a8c
costofdatingapp, datingappcost
So you have a brilliant idea for a revolutionary dating app! But before you launch into development, a crucial question arises: **[how much will it cost to build a dating app](https://fulminoussoftware.com/how-much-does-it-cost-to-build-a-dating-app)**? The answer, like finding true love, can be a little complex. This guide will unveil the factors that influence the cost of building your dream dating app ● Features, Features, Features: The more features your app boasts, the higher the development cost. Basic features like profiles, matching algorithms, and messaging are essential, but adding bells and whistles like voice chat, video calls, or unique personality tests will increase the price tag. ● Complexity Matters: A simple app with a straightforward design will be less expensive to develop than a feature-rich app with a complex backend system. ● Location, Location, Location: Developer rates can vary depending on their location. Hiring developers from regions with lower costs can be an option, but communication and time zone differences might need to be considered. ● In-House vs. Outsourcing: Building your development team in-house offers greater control, but it can be expensive. Outsourcing to a development agency can be more cost-effective, but do your research to ensure a good fit. Beyond the Price Tag: While cost is important, don’t make it the sole deciding factor. Consider the development company’s experience, communication style, and ability to understand your vision. A Rough Estimate: Developing a basic dating app can range from $25,000 to $50,000, while feature-rich apps can climb to $100,000 or more. Remember, this is just an estimate! Building Your Dream App: Fulminous Software understands the importance of creating a dating app that connects people. We offer experienced developers, clear communication, and a focus on your vision to bring your app to life. Ready to find your perfect match in the app world? Contact Fulminous Software today for a free consultation! Let’s discuss your idea, explore your budget, and build an amazing dating app that sparks connections.
fulminoussoftware
1,878,008
Learning Zig, day #1
The why So I have decided to learn Zig. This is kind of an odd decision because I have...
0
2024-06-05T12:17:53
https://dev.to/brharrelldev/learning-zig-day-1-g6l
zig, vim, neovim, go
# The why So I have decided to learn Zig. This is kind of an odd decision because I have never had any interest in Zig. But I have had an interest in Rust for years. Just a little about my background. I am a professional Go developer (well was I've been unemployed for 2 weeks). And during my downtime I decided to pick up a new programming language. This will be the 4th professional language I've learned. My first professional language being Java, then Python years later, now Go for the last 8 years. ## Toy Program to get started Anyway I plan writing my own message broker. And for no reason other to see if I can. One of my favorite simple things to write in Go are TCP sockets. So figuring out how to do that in Zig was a priority, surprisingly it's not too bad. So first they suggest that I create a new **_Ip4Address_**. Here it is below. ```zig const addr = net.Ip4Address.parse("127.0.0.1", 3000); ``` Alright not too painful. I then have to initialize an **_Address_**. This is a struct that takes in an Ip4Address, which I created above. So my next step kind of looks like this. ```zig var server = try local_addr.listen(.{.reuse_port=true}); defer server.deinit(); ``` So what's happening here is pretty cool. We call the "listen" method. Because this can return an error, we call it with "try". This looks suspiciously like an exception. But not to worry, errors are values in Zig, just like Golang. This can alternatively be written like this. ```zig var server = local_addr.listen(.{.reuse_port=true}) catch |err|{ //handle value }; defer server.deinit(); ``` So the **try** semantic is kind of syntactic sugar. Since I'm new to the language and this was my first day using it, I just went with try, but I can see using the "catch" version for better debugging and logging. Now finally I'm ready to accept a connection, so lets start our loop. ```zig while(true){ const conn = try server.accept(); const message = try conn.stream.reader().readAllAlloc(reader_allocator, 1024); print("{s}", .{message}); reader_allocator.free(message); } ``` As you can see, we use the "try" syntactic sugar again. Then we obviously read from our connection. What's important is the "readAllAlloc" call. It takes an allocator, and a size which is the size of the allocator. I actually define an "allocator" earlier. I won't get too much into allocators because I only have a super basic understanding of them. But essentially instead of the ownership and borrow checker model found in Rust, we instead can create an allocator structure. We can clean it up whenever we want, but it's usually done via a **defer**. I'm in a an infinite loop, meaning this will never reach the end of the function. So I an deallocating manually with `reader_allocator.free(message)`. Here is the fully code: ```zig const std = @import("std"); const net = std.net; const print = std.debug.print; pub fn main() !void { var gpa = std.heap.GeneralPurposeAllocator(.{}){}; defer _ = gpa.deinit(); const reader_allocator = gpa.allocator(); const addr = try net.Ip4Address.parse("127.0.0.1", 3000); const local_addr = net.Address{.in = addr}; var server = try local_addr.listen(.{.reuse_port=true}); defer server.deinit(); while(true){ const conn = try server.accept(); const message = try conn.stream.reader().readAllAlloc(reader_allocator, 1024); print("{s}", .{message}); reader_allocator.free(message); } } ``` ##Thoughts and review so far So playing around with Zig is actually pretty fun. I've had a lot of false starts with Rust, and it's just hard to get started with. But Zig I was able to just start writing code right away. Zig, while simple, does have a learning curve. But it seems to not be wearing its concepts on its sleeve like Rust. I also think the allocator strategy is genius. And while the Rust borrow checker is also an incredibly good idea, it can make the ownership semantics extremely difficult to work with. Clearly my program will need some improvements. While this compiles and works, I'm not sending anything back to the client. I also need to build a client as well. Probably put the server in its own package. And I need to figure out what to do with this allocator, because calling it in a loop probably isn't incredibly safe. So I may need to free up memory based on a few conditions, like after a response to the client. Anyway it's not everyday I'm excited about a new language.
brharrelldev
1,875,250
BlazeSQL
BlazeSQL is for any company that has an SQL database and non-technical employees that need to get...
0
2024-06-03T10:49:23
https://dev.to/blazesql/blazesql-4dia
[BlazeSQL](https://www.blazesql.com/) is for any company that has an SQL database and non-technical employees that need to get data insights from the database. Especially if they frequently need to answer new questions, so they are always asking their technical colleagues to do it for them. This is annoying for the technical colleagues who have to answer these requests all the time, and it’s annoying for the non-technical people because they always have to ask and wait. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bkz0sctpnm990chwnawu.png) Most companies have their data in SQL Databases, and this data contains important information that many employees in the company need in order to make informed, smart decisions. However, extracting this data (ex. to answer a question like “who are my top 3 customers this week?” usually requires writing SQL code to tell the database which data to return. Most people don’t know how to write SQL code and need to ask a technical colleague (wasting everyone’s time), and even if you do know SQL it takes effort to write the correct query. BlazeSQL is analytics software (Web and desktop app) that uses AI to remove the technical effort from getting data insights. You just tell the chatbot what you want after connecting it to your database, and it does everything for you. Originally it was actually mainly for technical users, and it just generated the SQL code which you could then copy out. But now, it can also run the code to get the data, graph it, and you can add it to a dashboard inside BlazeSQL. This means that now non-technical users can also use it, and not even see the SQL code. Ex. below is a video of the “non-technical mode” which doesn’t show the SQL code. You can see a video of the technical mode on blazesql.com
blazesql
1,878,007
Accent Colors for Checkboxes and Radios
Utilize accent-* utilities to modify the accent color of elements, ideal for customizing the...
0
2024-06-05T12:17:05
https://dev.to/priyankachettri/accent-colors-for-checkboxes-and-radios-5jb
Utilize **accent-*** utilities to modify the accent color of elements, ideal for customizing the appearance of **_checkboxes_** and **_radio buttons_** by replacing the browser's default color. ![Cover](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6o9ahim44xl2w93z0t13.png) Here, I have given accent color accent-pink-500, you can customize the color according to your need.This comes handy if you want to customize the look of your check boxes and radio buttons according to your theme. The code for it is given below: ``` <div class="mx-auto my-auto border h-[100px] w-[300px] rounded-md flex justify-center items-center gap-4 shadow-lg"> <label class="font-semibold font-serif">Accent Color</label> <input type="checkbox" class="accent-pink-500 " id="checkbox" > </div> ``` Thanks for reading!
priyankachettri
1,878,006
Adaptive Artificial Intelligence in Business How Can You Implement it
Adaptive Artificial Intelligence (AI) represents a significant advancement in technology, enabling...
27,548
2024-06-05T12:13:04
https://dev.to/aishikl/adaptive-artificial-intelligence-in-business-how-can-you-implement-it-4big
Adaptive Artificial Intelligence (AI) represents a significant advancement in technology, enabling systems to learn from interactions and adapt their behaviors autonomously. Unlike traditional AI, which operates within a fixed scope, Adaptive AI can improve performance over time by adjusting to new data and changing conditions. This adaptability is achieved through machine learning, neural networks, and deep learning, making Adaptive AI particularly valuable in dynamic environments such as personalized medicine and autonomous vehicles. The evolution from traditional to Adaptive AI has been driven by advancements in computational power, data availability, and algorithmic innovations, transforming industries by enhancing operational efficiency, customer experience, and decision-making capabilities. #rapidinnovation#AdaptiveAI #MachineLearning #AIInnovation #BusinessAI #AIIntegration link: https://www.rapidinnovation.io/post/adaptive-artificial-intelligence-in-business-how-can-you-implement-it
aishikl
1,878,005
Interoperability for Seamless Integration of Blockchain Networks
Interoperability is a critical aspect of blockchain technology that enables different blockchain...
0
2024-06-05T12:11:55
https://dev.to/bloxbytes/interoperability-for-seamless-integration-of-blockchain-networks-4bkf
blockchain, web3, security
Interoperability is a critical aspect of blockchain technology that enables different blockchain networks to communicate, share data, and transact seamlessly. In the rapidly evolving landscape of decentralized systems, interoperability solutions play a pivotal role in fostering collaboration, scalability, and innovation. This article explores the concept of interoperability in blockchain, its significance for the broader ecosystem, and the various approaches to achieving seamless integration between disparate networks. ## Understanding Interoperability in Blockchain Interoperability refers to the ability of different blockchain networks to exchange data and assets, enabling seamless communication and interaction. - **Cross-Chain Compatibility:** Interoperability allows assets and data to move between [different blockchain platforms](https://bloxbytes.com/top-blockchain-platforms/) without friction. - **Protocol Agnostic:** Interoperability solutions are often protocol-agnostic, supporting communication between networks with different underlying architectures. ### Challenges and Opportunities Achieving interoperability presents both technical challenges and opportunities for innovation in the blockchain space. Scalability: Interoperability solutions must scale to support the growing number of blockchain networks and users. Security and Trustlessness: Ensuring the security and trustlessness of cross-chain transactions is paramount for interoperability solutions. ## Approaches to Interoperability ### Blockchain Bridges Blockchain bridges establish connections between different blockchain networks, enabling the transfer of assets and data. - **Decentralized Bridges:** Decentralized bridges use smart contracts or oracles to facilitate trustless cross-chain transactions. - **Centralized Bridges:** Centralized bridges rely on trusted intermediaries to facilitate interoperability between networks. ## Cross-Chain Communication Protocols Cross-chain communication protocols enable blockchain networks to exchange messages and verify transactions across disparate chains. - **Atomic Swaps:** Atomic swap protocols allow users to exchange assets across different blockchains without the need for trusted intermediaries. - **Interledger Protocol (ILP):** ILP is a protocol suite for connecting different ledgers and payment networks, enabling interoperability for financial transactions. ## Layer 2 Solutions Layer 2 solutions build on top of existing blockchain networks to enable scalable and efficient cross-chain transactions. - **State Channels:** State channels allow parties to conduct off-chain transactions with fast finality and low fees before settling on the main blockchain. - **Sidechains:** Sidechains are independent blockchains that are interoperable with a main blockchain, enabling parallel processing of transactions. ## Use Cases and Applications ### Decentralized Finance (DeFi) Interoperability is crucial for the growth and expansion of DeFi ecosystems, allowing users to access liquidity, assets, and financial services across multiple blockchains. - **Cross-Chain Asset Swaps:** DeFi platforms leverage interoperability solutions to enable seamless swapping of assets across different blockchain networks. - **Liquidity Pools and Yield Farming:** Interoperability facilitates the creation of cross-chain liquidity pools and yield farming strategies, enhancing capital efficiency. ### Supply Chain Management Interoperability solutions enable transparent and traceable supply chains by integrating data and transactions across multiple stakeholders and blockchain platforms. - **Cross-Chain Tracking:** Supply chain networks leverage interoperability to track the movement of goods and verify their authenticity across disparate chains. - **Data Sharing and Collaboration:** Interoperability allows different entities within a supply chain to share data securely and transparently, enhancing collaboration and trust. ## Key Considerations and Challenges ### Security and Trust Ensuring the security and trustlessness of cross-chain transactions is a primary concern for interoperability solutions. - **Smart Contract Risks:** Interoperability solutions relying on smart contracts must address potential vulnerabilities and ensure robust security measures. - **Oracles and Data Feeds:** Oracle-based interoperability solutions must mitigate risks associated with Oracle manipulation and data feed inaccuracies. ### Standardization and Compatibility Developing interoperability standards and protocols is essential for fostering widespread adoption and compatibility between different blockchain networks. - **Protocol Standardization:** Establishing common standards for cross-chain communication protocols and interfaces promotes interoperability and reduces fragmentation. - C**ross-Platform Compatibility:** Interoperability solutions must be compatible with a wide range of blockchain platforms and architectures to maximize utility and adoption. ### Regulatory Considerations Navigating regulatory requirements and compliance obligations is crucial for interoperability projects operating across multiple jurisdictions. - **Cross-Border Transactions:** Interoperability solutions must comply with regulatory frameworks governing cross-border transactions, including KYC/AML requirements. - **Legal and Jurisdictional Challenges:** Regulatory uncertainty and divergent legal frameworks across jurisdictions pose challenges for interoperability projects. ## The Future of Interoperability in Blockchain ### Scalability and Performance Improvements Ongoing research and development efforts aim to enhance the scalability and performance of interoperability solutions. - **Layer 2 Scalability Solutions:** Improvements in layer 2 scaling solutions will enable faster and more efficient cross-chain transactions. - **Optimized Cross-Chain Protocols:** Continued optimization of cross-chain communication protocols will reduce latency and improve throughput. ## Cross-Industry Integration Interoperability solutions will extend beyond the blockchain industry to enable seamless integration with traditional systems and networks. - **Enterprise Adoption:** Interoperability solutions will facilitate integration with existing enterprise systems, enabling seamless data exchange and business process automation. - **Internet of Things (IoT) Integration:** Interoperability will enable IoT devices to interact with blockchain networks, unlocking new use cases in areas like supply chain management and logistics. ## Global Collaboration and Standardization Collaboration among industry stakeholders and standardization bodies will drive the development of interoperability standards and best practices. - **Industry Consortia:** Consortia and alliances will facilitate collaboration among blockchain projects, enterprises, and regulatory bodies to establish interoperability standards. - **Open-Source Initiatives:** Open-source interoperability projects will promote transparency, innovation, and community-driven development in the blockchain ecosystem. ## Conclusion Interoperability is a cornerstone of blockchain technology, enabling seamless communication, data exchange, and transaction interoperability across disparate networks. As blockchain ecosystems continue to evolve and expand, interoperability solutions will play a vital role in fostering collaboration, scalability, and innovation. By addressing key challenges and embracing emerging technologies, the blockchain industry can realize the full potential of interoperability to create a more connected, inclusive, and decentralized digital economy.
bloxbytes
1,878,004
Exploring The Power Of AJAX Flex In Web Development
AJAX Flex: Enhancing Web Applications with Dynamic Data Interaction AJAX (Asynchronous JavaScript and...
0
2024-06-05T12:11:23
https://dev.to/saumya27/exploring-the-power-of-ajax-flex-in-web-development-kk
ajax, webdev
AJAX Flex: Enhancing Web Applications with Dynamic Data Interaction AJAX (Asynchronous JavaScript and XML) and Adobe Flex are technologies used to create rich, interactive web applications. While AJAX is primarily used to asynchronously update web content without reloading the page, Flex is a framework for building expressive web applications that deploy consistently across browsers, desktops, and devices. Combining AJAX with Flex can enhance the capabilities and user experience of web applications. **Key Features and Benefits** **AJAX:** - Asynchronous Communication: AJAX allows web applications to send and receive data asynchronously from a server in the background without interfering with the display and behavior of the existing page. - Partial Page Updates: By updating only parts of a web page, AJAX improves the user experience by reducing load times and providing more dynamic interactions. - Enhanced User Experience: AJAX enables more responsive and interactive web applications, improving usability and performance. - Broad Browser Support: AJAX works with all modern web browsers, making it a widely used technology for web development. **Flex:** Rich User Interfaces: Flex provides a framework for building rich, interactive user interfaces with advanced components like charts, graphs, and data grids. Consistent Deployment: Applications built with Flex deploy consistently across different browsers and operating systems, reducing compatibility issues. Powerful Data Binding: Flex supports powerful data binding mechanisms, making it easier to synchronize data between the user interface and backend services. Integration with Back-End Services: Flex can integrate with various back-end services using HTTP, SOAP, and other protocols, facilitating complex data interactions. **Combining AJAX and Flex** By integrating AJAX with Flex, developers can leverage the strengths of both technologies to create highly interactive and data-driven web applications. Here are some ways to combine AJAX and Flex: Asynchronous Data Loading: Use AJAX to load data from the server asynchronously and then pass this data to Flex components for display. This approach ensures that data updates do not require a full page refresh, improving performance and user experience. // JavaScript AJAX call to load data var xhr = new XMLHttpRequest(); xhr.open('GET', 'dataEndpoint', true); xhr.onreadystatechange = function() { if (xhr.readyState == 4 && xhr.status == 200) { var data = JSON.parse(xhr.responseText); // Pass data to Flex component myFlexComponent.setData(data); } }; xhr.send(); Partial Page Updates with Flex Components: Use AJAX to update parts of a web page dynamically, and incorporate Flex components within those parts for rich interactions. // AJAX call to update part of the page $('#content').load('contentEndpoint', function(response, status, xhr) { if (status == "success") { // Initialize Flex component with new content initializeFlexComponent(response); } }); Real-Time Data Interaction: Implement real-time data updates by using AJAX to poll the server for new data and update Flex components dynamically. // Function to poll server for real-time updates function pollServer() { $.ajax({ url: 'realTimeDataEndpoint', success: function(data) { // Update Flex component with new data myFlexComponent.updateData(data); }, complete: function() { // Schedule the next poll setTimeout(pollServer, 5000); } }); } pollServer(); Form Submission and Validation: Use AJAX for form submissions to validate and submit data without reloading the page. Flex can be used to create interactive forms with rich validation and feedback mechanisms. // AJAX form submission $('#myForm').submit(function(event) { event.preventDefault(); $.ajax({ type: 'POST', url: 'submitFormEndpoint', data: $(this).serialize(), success: function(response) { // Handle response and update Flex component myFlexComponent.showSuccessMessage(response.message); }, error: function(error) { // Handle error and update Flex component myFlexComponent.showErrorMessage(error.message); } }); }); **Conclusion** Combining [AJAX Flex](https://cloudastra.co/blogs/exploring-the-power-of-ajax-flex-in-web-development) allows developers to build rich, interactive, and data-driven web applications that provide a superior user experience. AJAX provides the capability to asynchronously communicate with the server and update parts of the web page dynamically, while Flex offers a framework for building sophisticated user interfaces with powerful data binding and consistent deployment across platforms. Together, these technologies enhance the functionality and performance of modern web applications.
saumya27
1,878,003
What Are The Pros And Cons Of Composite Fencing?
When you are planning to install fencing in your garden, there are many options when it comes to...
0
2024-06-05T12:10:53
https://dev.to/oliver_elijah_4f06022c7b2/what-are-the-pros-and-cons-of-composite-fencing-1en1
When you are planning to install fencing in your garden, there are many options when it comes to fencing materials. You can choose traditional materials such as wood and iron. Or maybe you prefer modern materials such as composites and vinyl. All of these materials have their own advantages and disadvantages, but composite fencing has great advantages over them. In this article, we will explore the many advantages of [composite fencing](https://www.evodek.es/informacion-sobre-el-vallado-composite/) as well as some of its disadvantages. This will allow you to learn about this amazing product so you can make the right choice. What is composite fencing? Composite fencing is made from a combination of recycled plastic and recycled wood fibers. The combination of these two materials allows it to combine the benefits of wood and PVC/vinyl fencing. Creating a stronger, longer lasting, more durable and environmentally friendly product. It is available in a wide range of colors and, unlike wood fences, it can withstand harsh weather conditions. In addition to this, composite fence is rot, chip and insect resistant. The unique composition of composite fencing panels gives them many advantages over other fencing materials such as vinyl fences and wood fences. This is why composite fencing has become so popular in recent years. The pros of composite fencing There are many reasons to install composite fence in your garden, but some of its benefits may surprise you. So, let's take a look at the pros of composite fencing. Longevity and durability Composite fencing is extremely waterproof due to the plastic content in the composite material. Unlike traditional wood fencing, water cannot penetrate inside composite fence. This means that composite fence panels do not form rot easily. Thanks to its excellent resistance to corrosion, composite fence is generally maintenance free. This is why it lasts much longer than wood fence panels. On average, composite fence has a lifespan of 25 to 30 years. Composite fence will not break easily and will not need to be replaced in the long run, saving you money in the long run. Compared to traditional wood fencing, composite fencing is a more cost-effective option. Low Maintenance Composite fence panels are extremely low maintenance and require little to no maintenance over their lifetime. Wood fencing requires a significant amount of time to seal, treat, stain and paint. Not only are these operations time-consuming, but maintaining the product is quite expensive. Composite fencing, on the other hand, only requires occasional cleaning to keep it looking its best. Once composite fence is installed, you don't need to worry about its care and maintenance. Easy to install Installing composite fencing is very simple and does not take much time. The special construction and design makes them very lightweight, which means they are easy to carry and install. Most composite fences feature a small modular design that simplifies and speeds up the installation process. If you are looking for a fence that is quick and easy to install, then a composite fence is definitely the way to go. Environmentally Friendly Compared to other fencing materials, composite fence is more environmentally friendly. It is made from recycled wood and recycled plastic, which means that no new trees need to be cut down to make it. And there are no toxins produced during the manufacturing process of composite. The production of vinyl fencing releases many harmful toxins that contribute to land, air, and water pollution. Unlike wood fencing, composite fencing doesn't need to be replaced as often, making it a more sustainable option. And it requires little maintenance, so you don't need to use sealers, stains or paint. The cons of composite fencing As with any other fencing material, there are some cons to using composite fencing. Let's take a look at some of the cons of composite fencing next. Cost Composite fencing is more expensive than other popular fencing materials such as wood. In terms of upfront cost, lumber is still the cheapest of all materials. However despite its high initial cost, composite fencing costs less than wood throughout its lifespan. Thanks to the low-maintenance nature of composite material, the overall cost is reduced. Composite fence's long lifespan also means less costly repairs and replacements during its lifespan. Color may fade Composite fence has excellent resistance to UV rays and fading. However, darker colored panels are still susceptible to fading over time. The extent to which Composite fence fades depends greatly on the quality of the product. If your composite fence panels show significant fading over time, they may need to be replaced. Expansion and Shrinkage Compared to other materials, composite fences are less likely to warp and change size during temperature fluctuations. However, it can still shrink and expand in some extreme weather. In high temperatures, the panels undergo a process of thermal expansion, and in low temperatures, the panels undergo a process of contraction. Unlike wood fences, these changes do not cause composite fence to bend or crack.
oliver_elijah_4f06022c7b2
1,878,002
Hindi translation services in India
Bridging the Language Gap: The Importance of Hindi Translation Services in India In a country as...
0
2024-06-05T12:08:44
https://dev.to/ramkumar_2158d46eb9073e0a/hindi-translation-services-in-india-16bo
Bridging the Language Gap: The Importance of [Hindi Translation Services in India](https://www.laclasse.in/hindi-translation-services-in-india/) In a country as diverse as India, with its myriad of languages, cultures, and dialects, effective communication can often be a challenge. Hindi, being one of the most widely spoken languages in India, serves as a lingua franca for a significant portion of the population. However, the linguistic landscape of India is incredibly rich and complex, with over 22 officially recognized languages and hundreds of dialects spoken across the nation. In such a linguistically diverse environment, the need for professional [Hindi translation services](https://www.laclasse.in/hindi-translation-services-in-india/) becomes increasingly apparent. Whether it's for business, government, education, or personal reasons, accurate translation plays a crucial role in breaking down language barriers and facilitating seamless communication. Businesses operating in India, especially those with a national or international presence, rely on Hindi translation services to reach a wider audience and tap into new markets. From translating marketing materials and product descriptions to interpreting during meetings and negotiations, proficient translation ensures that businesses can effectively engage with Hindi-speaking customers and stakeholders. Similarly, government agencies and institutions require translation services to disseminate information, policies, and official documents in Hindi, making them accessible to a broader segment of the population. Whether it's translating legal documents, educational materials, or public service announcements, accurate Hindi translation is essential for ensuring inclusivity and transparency in governance. Furthermore, in a globalized world where cross-cultural interactions are increasingly common, the demand for Hindi translation services extends beyond national borders. Indian expatriates, international businesses, and diplomatic missions often require translation services to bridge the gap between Hindi and other languages, facilitating smooth communication and fostering international cooperation. The role of professional translators and linguists in providing high-quality Hindi translation services cannot be overstated. Translating from one language to another goes beyond mere word-for-word substitution; it requires a deep understanding of both the source and target languages, as well as cultural nuances and context. Professional translators possess the linguistic expertise, cultural competency, and technical skills necessary to deliver accurate and culturally sensitive translations. In recent years, advancements in technology have also revolutionized the field of translation, with the emergence of machine translation tools and artificial intelligence-driven language processing systems. While these tools can be valuable for basic translations and quick reference, they often fall short when it comes to capturing the subtleties of language and context. Human translators, with their ability to interpret idiomatic expressions, understand cultural nuances, and adapt content for specific audiences, remain indispensable in ensuring the quality and accuracy of translations. As India continues to embrace globalization and expand its presence on the world stage, the demand for Hindi translation services will only continue to grow. Whether it's facilitating cross-border trade, promoting cultural exchange, or enhancing access to information and services, proficient translation plays a vital role in fostering communication and collaboration in a multilingual society like India. In conclusion, [Hindi translation services](https://www.laclasse.in/hindi-translation-services-in-india/) are not just a necessity but a catalyst for fostering inclusivity, enabling cross-cultural exchange, and driving socio-economic development in India. By investing in professional translation services, businesses, government agencies, and individuals can overcome language barriers and unlock new opportunities for growth and engagement in an increasingly interconnected world. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/4vjkes60x6mef78v9s96.png)
ramkumar_2158d46eb9073e0a
1,878,001
Building Box Steps and Stairs for Decks
Box steps are suitable for transitions between very low decks and multi-level decks. It is also used...
0
2024-06-05T12:08:28
https://dev.to/oliver_elijah_4f06022c7b2/building-box-steps-and-stairs-for-decks-4dhm
Box steps are suitable for transitions between very low decks and multi-level decks. It is also used when you want to expand your home but are on a budget, which is a cheaper option for expanding your home. Box steps are one of the most practical and aesthetically pleasing touches to a deck. Box steps are also known as closed riser stairs. not only does it provide safe and easy access to the deck, but it can also be used as extra storage or seating. In this article, we will guide you through the construction of [deck box steps](https://www.evodekco.com/how-do-i-install-box-steps-on-my-outdoor-deck/) and stairs. Providing you with detailed instructions from planning and design to construction and finish work. Why do deck box steps not have stringers? The height of your deck will determine whether or not you can use box steps on your deck.For decks with wide staircases, it is a good idea to build box steps. Box steps do not need to be cut or notched and are a little easier to build. A box step is just a series of boxes stacked on top of each other. If your box step is more than 3 steps, then you should build it with longitudinal beams. Building stairs requires a lot of specialized skills, so consider hiring a professional if you don't think you have enough experience. Planning and design Assessing the site Start by assessing the site where the deck is located. Measure the change in height from the ground to the deck to determine the height that the deck stairs need to cover. Consider the space available for the stairs to ensure there is enough room for comfortable and safe use. Be sure to take into account any existing landscaping or structures that may affect the design and location of the stairs. Determine treads and risers The number of treads and risers is critical to the practicality and comfort of the staircase. Calculate the total vertical height and divide by the maximum riser height allowed by your local building code. You can easily arrive at the number of risers needed. Next, calculate the horizontal distance by dividing the total height by the number of treads. Make sure each tread is wide enough to provide a secure foothold. Material selection Choose materials for your deck steps that are durable, weather-resistant, and complement the design of your deck. Generally, pressure-treated wood is an affordable yet strong and durable option. However, it requires constant care and maintenance to maintain its appearance. Composite material is a low-maintenance alternative that looks just like wood. Consider the long-term impact of the material you choose, including subsequent longevity and maintenance needs. Design Think carefully about your functional requirements for box steps. Do you want them to serve as additional seating or storage? If so, you'll need to design hinged or removable treads for the steps to allow access to enclosed spaces. Consider the overall design style, including the style of the handrail and the impact of the stairs on the visual appeal of the deck. Building codes and permits Before beginning construction, consult your local building department for specific code requirements regarding stairs and decks. This includes specifications for tread widths, riser heights, clearances and handrail requirements. In addition to local building codes, you will need to apply for the necessary permits as required. Permits may require submission of detailed plans and payment of associated fees. Make sure your design meets all code requirements to avoid delays or penalties. Building box steps for your deck Marking the area Mark the area for your deck steps, making sure they are level and in the correct position in relation to the patio. Use stakes and mason lines to outline the perimeter and determine the exact location of each tread and riser. Constructing the crossbeams Build the struts, which are the framework that supports the treads. Each transom consists of a center riser and two outer tread supports (riser and tread). Crossbeams should be cut to the correct angle to match the deck elevation to ensure consistent rise and run. Cutting the treads Cut the treads to size, making sure they are level and properly supported by the crossbeams. Treadplates should extend slightly beyond the beams to create a neat appearance. Use a circular saw with a fine-toothed blade to ensure accurate cutting and minimize the risk of damage. Building risers Make riser boxes to enclose the space between the treads. You can use the same material as the treads or a contrasting material for added visual interest. Depending on the height and design, risers can provide a complete look and add privacy. Installing the treads and risers Secure the treads and risers to the beams, making sure they are properly aligned and tightened. Secure the treads and risers with screws or nails to ensure they are tightly fastened.
oliver_elijah_4f06022c7b2
1,877,998
The Power of Selenium Automation in Preventing Online Breakdowns
In today's digital era, businesses heavily rely on their online presence for success and growth....
0
2024-06-05T12:03:28
https://dev.to/vijayashree44/the-power-of-selenium-automation-in-preventing-online-breakdowns-1n6a
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3lnznnzqzguw1w2ah1mc.jpg) In today's digital era, businesses heavily rely on their online presence for success and growth. However, with the increasing complexity of web applications and rising user expectations, online breakdowns have become a significant concern. These breakdowns can lead to downtime, loss of revenue, damaged reputation, and dissatisfied customers. To understand the benefits of Selenium Automation, it's crucial to first grasp the nature of online breakdowns. An online breakdown refers to the failure or malfunctioning of a website or web application that renders it unusable or inaccessible to users. _According to a survey conducted by Testlio, a leading digital testing platform, 62% of organizations reported that automated testing with Selenium helped them reduce the risk of application failures and online breakdowns._ Additionally, a study by TestFort revealed that businesses using Selenium Automation experienced a 45% reduction in the average time required for regression testing, allowing faster release cycles and improved time-to-market. Selenium Automation is a widely used open-source framework for automating web browsers. It provides a suite of features and libraries that enable developers and testers to automate web application testing across multiple platforms and browsers. Selenium allows the execution of test scripts that simulate user interactions, validate expected outcomes, and identify any issues or bugs in the application. ## Role of Selenium Automation in Preventing Online Breakdowns: **1. Enhanced User Experience**: Consistent Testing Across Browsers: Selenium supports testing on multiple browsers (Chrome, Firefox, Safari, etc.) ensuring a consistent user experience regardless of the browser being used. Automated Functional Testing: Selenium automates functional testing, verifying that all user interactions (e.g., form submissions, button clicks) work as expected, thus ensuring a smooth and bug-free user experience. **2. Cost Savings:** Reduction in Manual Testing: Automating repetitive and extensive test cases reduces the need for manual testers, lowering labor costs. Early Bug Detection: By catching and addressing bugs early in the development cycle, Selenium prevents costly post-production fixes and minimizes the financial impact of potential downtime. **3. Faster Time to Market:** Parallel Test Execution: Selenium Grid allows parallel execution of tests across multiple machines and browsers, significantly reducing the time required for regression testing. Continuous Integration/Continuous Deployment (CI/CD): Integrating Selenium with CI/CD tools (e.g., Jenkins, GitLab CI) enables automated testing with every code change, ensuring rapid and reliable delivery of updates and new features. **4. Improved Brand Reputation:** Reliability and Stability: Consistent and thorough automated testing ensures that web applications are stable and reliable, leading to fewer disruptions and maintaining customer trust. Performance Testing: Selenium can be integrated with performance testing tools (e.g., JMeter) to ensure the application can handle high loads, preventing performance-related breakdowns that could damage the brand's reputation. **5.Competitive Advantage:** Frequent Releases: Selenium’s efficiency in testing enables more frequent and reliable releases, keeping the application up-to-date with user needs and ahead of competitors. Comprehensive Test Coverage: Selenium’s ability to cover a wide range of test scenarios (e.g., functional, regression, UI) ensures higher quality and robustness of the application, providing an edge over competitors with less reliable software. **6. Data-Driven Decision Making:** Detailed Test Reports: Selenium can generate detailed reports and logs, providing insights into test results, failure rates, and performance metrics. Integration with Analytics Tools: By integrating Selenium with analytics and monitoring tools (e.g., Grafana, Kibana), businesses can gather data on test outcomes and application performance, enabling informed decisions on areas needing improvement or optimization. **End Note:** In today's digital landscape, the stakes are high for businesses, with online breakdowns posing a significant threat to financial stability and reputation. Selenium Automation emerges as a crucial safeguard against such risks. By guaranteeing website functionality, conducting thorough performance testing, enabling cross-browser and cross-platform compatibility checks, facilitating regression testing, and offering automated reporting and alerting features, Selenium becomes the cornerstone of robust online operations. Should doubts arise about the effectiveness of your Selenium automated tests, Testrig, a premier [Automation Testing Company](https://www.testrigtechnologies.com/automation-testing/), stands ready to collaborate with your team. Together, we can optimize productivity and ensure maximum returns on your investment in automated testing. Trust in Testrig to fortify your digital infrastructure and propel your business toward sustained success in the digital realm. Contact Testrig Technologies to tap into our expertise and bridge any gaps in your Selenium testing strategy. Our goal is to ensure that your applications are impeccably prepared for your target audience through our proficient [software testing services. ](https://www.testrigtechnologies.com/)
vijayashree44
1,877,997
Best LLM Inference Engines and Servers to Deploy LLMs in Production
AI applications that produce human-like text, such as chatbots, virtual assistants, language...
0
2024-06-05T12:03:00
https://www.koyeb.com/blog/best-llm-inference-engines-and-servers-to-deploy-llms-in-production
ai, webdev, programming, opensource
AI applications that produce human-like text, such as chatbots, virtual assistants, language translation, text generation, and more, are built on top of Large Language Models (LLMs). If you are deploying LLMs in production-grade applications, you might have faced some of the performance challenges with running these models. You might have also considered optimizing your deployment with an LLM inference engine or server. Today, we are going to explore the best LLM inference engines and servers available to deploy and serve LLMs in production. We'll take a look at vLLM, TensorRT-LLM, Triton Inference Server, RayLLM with RayServe, and HuggingFace Text Generation Inference. ## Important metrics for LLM serving - **Throughput**: The number of requests from end users processed per second. Also measurable by the number of tokens generated by the model you are using in your application. - **Latency**: The time taken to process a request from the time it is received to the time the response is sent. TTFT (Time to First Token) is a key metric for measuring the latency of LLMs. The hard truth about serving LLMs in production is that latency can be long and throughput can be sub-optimal. All GPUs have a limited amount of memory, and memory is needed for model parameters, results stored in KV cache, and entire batch computations. Without optimizing any of these components, they all compete for precious memory space. And in worst-case scenarios, they create out-of-memory errors, which crash the server and degrade your application's performance. LLM inference engines and servers are designed to optimize the memory usage and performance of LLMs in production. They help you achieve high throughput and low latency, ensuring your LLMs can handle a large number of requests and deliver responses quickly. Knowing which one you should use depends on your specific use case, the size of your model, the number of requests you need to handle, and the latency requirements of your application. ## What is the difference between inference engines and inference servers? The most important thing to remember about what distinguishes inference engines and servers: - Inference Engines run the models and are responsible for everything needed for the generation process - Inference Servers handle the incoming and outgoing HTTP and gRPC requests from end users for your application, collect metrics to measure your LLM's deployment performance, and more. Here is a simplified overview of their architecture and how they work together with your application: ![Schema for text generation with LLMs](https://www.koyeb.com/static/images/blog/llm-inference-engines-and-servers/inference-engines-and-servers-architecture.png) ## Best LLM Inference Engines ### 1. vLLM Last year, researchers from UC Berkeley released [vLLM](https://blog.vllm.ai/2023/06/20/vllm.html), an open-source inference engine that speeds up LLM inference and serving in production. vLLM leverages PagedAttention, an attention algorithm introduced by the research team based on virtual memory and paging in operating systems. Applying this PagedAttention when serving LLMs greatly improves the LLM's throughput. When vLLM was released, benchmarks showed how it provided 24x higher throughput compared to HuggingFace Transformers and 3.5x higher throughput than HuggingFace Text Generation Inference. **How is it faster?** - The performance improvements are due to the attention algorithm, PagedAttention, which borrows from the classic solution of virtual memory and paging in operating systems. - Efficient KV cache - Continuous batching - Quantization - Optimized CUDA kernels **Helpful resources** - GitHub repository: https://github.com/vllm-project/vllm - Documentation: https://docs.vllm.ai/en/latest/index.html ### 2. TensorRT-LLM Created by NVIDIA, TensorRT-LLM is an open source inference engine that optimizes the performance of production LLMs. It is an easy-to-use Python API that looks similar to the PyTorch API. Several models are supported out of the box, including Falcon, Gemma, GPT, Llama, and more. An important limitation of TensorRT LLM is that it was built for Nvidia hardware. Also, whichever GPU you use to compile the model, you must use the same for inference. **How is it faster?** - Leverages PagedAttention, which frees up memory allocation more dynamically than traditional attention approaches. - In-flight batching - Paged Attention **Helpful resources** - GitHub repository: https://github.com/NVIDIA/TensorRT-LLM - Documentation: https://nvidia.github.io/TensorRT-LLM/ ## Best Inference Engine and Server ### 1. Hugging Face Text Generation Inference A solution for deploying and serving from HuggingFace. TGI (Text Generation Inference) uses Tensor Parallelism and dynamic batching to improve performance. Models optimized for TGI include: Llama, Falcon, StarCoder, BLOOM, and more. **How is it faster?** - Tensor parallelism when running on multiple GPUs - Token streaming using SSE - Continuous and dynamic batching - Flashed and Paged attention **Helpful resources** - GitHub repository: https://github.com/huggingface/text-generation-inference - Documentation: https://huggingface.co/docs/text-generation-inference/en/index ### 2. RayLLM with RayServe RayLLM is an LLM serving solution for deploying AI workloads and open source LLMs with native support for continuous batching, quantization, and streaming. It provides a REST API similar to the one from OpenAI, making it easy to cross test. RayServe is a scalable model for building online inference APIs. Ray Serve is built on top of Ray, allowing it to easily scale to many machines. Ray Serve has native support for autoscaling, multi-node deployments, and scale to zero in response to demand for your application. Supports multiple LLM backends out of the box, such as vLLM and TensorRT-LLM. **How is it faster?** - Continuous batching, quantization, and streaming with vLLM - Out-of-the-box support for vLLM and Tensor-RTLLM **Helpful resources** - GitHub repository: https://github.com/ray-project/ray-llm - Documentation: https://docs.ray.io/en/latest/serve/index.html ### 3. Triton Inference Server with TensorRT-LLM Created by NVIDIA, Triton Inference Server is an enterprise offering that accelerates the development and deployment of LLMs in production. TensorRT LLM is an open source framework created by Nvidia to optimize LLMs performance in production. TensorRT-LLM does not serve the model using raw weights. Instead, it compiles the model and optimizes the kernels to efficiently serve. An important caveat about this solution is that it built for Nvidia GPU only. Plus, whichever GPU hardware you use to complie the model, you must use the same for inference. Lastly, TensorRT LLM does not support all LLMs out of the box. Mistral and Llama are supported. **How is it faster?** - Paged attention - Efficient KV caching - Dynamic batching - Concurrent model execution - Out-of-the-box support for multiple deep learning and machine learning frameworks - Metrics for GPU utilization, server throughput, server latency, and more **Helpful resources** - GitHub repository: https://github.com/triton-inference-server/server - Documentation: https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html ## Deploy on high-performance AI infrastructure Run LLMs, computer vision, and [AI inference on high-end GPUs and accelerators](https://www.koyeb.com/ai) in seconds. Our platform is bringing the best AI infrastructure technologies to you. Go from training to global inference in seconds. Enjoy the same serverless experience you know and love: global deployments, automatically scale to millions of requests, build with your team, leverage native advanced networking primitives, zero infrastructure management, and pay only for the resources you use. Ready to deploy your AI workloads on the best AI hardware from NVIDIA, AMD, Intel, and more? Join our [Serverless GPU private preview](https://www.koyeb.com/blog/serverless-gpus-in-private-preview-l4-l40s-v100-and-more) to get access today.
alisdairbr
1,873,014
How I Overcame The Imposter Syndrome
The first law to having a long a healthy career in software development is to embrace your...
0
2024-06-05T12:00:00
https://dev.to/thekarlesi/embracing-and-overcoming-the-imposter-syndrome-oo2
webdev, beginners, programming, html
The first law to having a long a healthy career in software development is to embrace your imposter. We like to complain in the industry all the time about imposter syndrome. And it is a real psychological thing that some people have. But I think we often claim that we are experiencing an imposter syndrome and we are not. We are just programmers! Let me give you an example. Myself, after over 10 software projects, every project I joined, and this includes the project I worked on last year. For the first three months of that project, I'm swimming in frameworks I have never seen, patterns that are maybe somewhat new, weird aspects to the business that I have never encountered. And yet everybody on the team wants to pretend that they are so experienced, that they know exactly what is going on. But, if you are actually really intelligent, and you have any sense of self awareness, you will know that I don't know everything that is going on in the project. And I think if you can become comfortable with that, and just accept that that is part of the job, you are going to have a long career in software. Now, if you don't like that, you are probably in the wrong position. Happy Coding! Karl P.S. For more tips and tricks, please [subscribe to my free weekly newsletter](karlgusta.substack.com).
thekarlesi
1,877,996
Best Time To Visit Kashmir
Kashmir is one of the most beautiful destinations in the world, known for its lush green valleys,...
0
2024-06-05T11:59:17
https://dev.to/toursand_travels_83848071/best-time-to-visit-kashmir-2707
travelagency, kashmir, srinagar
Kashmir is one of the most beautiful destinations in the world, known for its lush green valleys, snow-capped mountains, and serene lakes. Planning your trip to Kashmir at the right time can enhance your experience and allow you to enjoy the region’s diverse beauty to its fullest. In this blog, we’ll guide you through the[ best time to visit Kashmir](uhttps://haniefatravels.com/best-time-to-visit-kashmir/rl) for different types of experiences and activities, ensuring you make the most of your trip to this paradise on earth. 1. Spring (March to May) Why Visit: Vibrant Blooms: Spring brings a burst of colors to Kashmir as flowers bloom in abundance, including tulips, cherry blossoms, and almond flowers. Pleasant Weather: Temperatures range from mild to warm, making it perfect for outdoor activities. Festivals: Witness local festivals such as the Tulip Festival in Srinagar’s Indira Gandhi Memorial Tulip Garden. What to Do: Explore Srinagar’s Mughal gardens like Shalimar Bagh and Nishat Bagh. Visit the Tulip Garden in full bloom, usually from late March to early April. Take a boat ride on Dal Lake and enjoy the fresh spring air. 2. Summer (June to August) Why Visit: Mild Weather: Escape the heat of the plains and enjoy the cool, pleasant weather of Kashmir. Adventure Sports: Ideal time for trekking, camping, and water sports. Sightseeing: Clear skies and longer days make for perfect sightseeing opportunities. What to Do: Go trekking in Sonmarg, Pahalgam, and Gulmarg. Enjoy water sports like rafting in Lidder River in Pahalgam. Take a day trip to Betaab Valley for breathtaking landscapes. 3. Autumn (September to November) Why Visit: Golden Landscapes: Witness the trees turn golden, offering picturesque views of the valley. Harvest Season: Experience the local culture and enjoy fresh produce from the harvest. Mild Temperatures: The weather is crisp and comfortable, perfect for outdoor activities. What to Do: Visit Mughal Gardens to see the colorful foliage and changing landscapes. Take a shikara ride on Dal Lake surrounded by autumnal beauty. Explore local markets and enjoy fresh fruits like apples and walnuts. 4. Winter (December to February) Why Visit: Winter Wonderland: Experience the magic of snow-covered landscapes and enjoy winter sports. Skiing and Snowboarding: Gulmarg is one of the top winter sports destinations in India. Festive Atmosphere: Celebrate traditional winter festivals and enjoy cozy moments by the fire. What to Do: Go skiing or snowboarding in Gulmarg, known for its world-class slopes. Enjoy a snow safari in Pahalgam or Sonmarg. Stay in a cozy houseboat on Dal Lake and take in the serene winter views. When to Visit for Your Interests: Nature Lovers: Spring and autumn offer stunning natural beauty with colorful flowers and foliage. Adventure Seekers: Summer and winter provide opportunities for trekking, water sports, and winter sports. Culture Enthusiasts: Spring and autumn are the best times to witness local festivals and harvest seasons. Relaxation: All seasons offer a unique and peaceful atmosphere, depending on your preference. Conclusion Kashmir is a destination that offers something for everyone throughout the year. Whether you’re seeking adventure, tranquility, or cultural experiences, each season has its own unique charm. Plan your trip according to your interests and preferences, and you’ll have an unforgettable experience in this enchanting region. For a hassle-free journey and expertly planned itinerary, trust Haniefa Tour and Travels to guide you through the best times and experiences in Kashmir Contact us. Book your dream trip today and explore the wonders of this breathtaking paradise! Post In:
toursand_travels_83848071
1,877,992
Finding Your Dream Home at Paras Quartier Gurgaon
Paras Quartier Gurgaon, a city synonymous with urban vibrancy and luxurious living, offers a plethora...
0
2024-06-05T11:56:46
https://dev.to/paras_quartiergurgaon/finding-your-dream-home-at-paras-quartier-gurgaon-5cog
Paras Quartier Gurgaon, a city synonymous with urban vibrancy and luxurious living, offers a plethora of residential options. But for those seeking an unparalleled lifestyle experience, Paras Quartier Gurgaon stands out as a crown jewel. This ultra-premium development promises not just an apartment, but a haven crafted for the discerning few. Unveiling the Grandeur of Paras Quartier Gurgaon Standing tall amidst the bustling cityscape, Paras Quartier Gurgaon boasts two magnificent towers, each soaring 43 floors high. These elegant structures are not just architectural marvels, but hold within them the promise of an elevated way of life. Crowned as the tallest towers in Gurgaon [6], Paras Quartier Gurgaon offers breathtaking 270-degree panoramic views. Imagine waking up to the gentle caress of the morning sun, painting your intricately designed living space with a golden glow. Or picture unwinding in your private balcony, mesmerized by the dazzling tapestry of city lights come nightfall. Step into a World of Unparalleled Luxury at Paras Quartier Gurgaon Every residence at Paras Quartier Gurgaon is a masterpiece of design, meticulously crafted to cater to your desire for unparalleled luxury. The expansive 4 BHK apartments boast a sense of unparalleled spaciousness, allowing you to create a haven that reflects your unique personality. Each apartment features a private lift lobby, an exclusive privilege that elevates the very concept of a home into a world of refined living. The focus on detail extends beyond the living space. Paras Quartier Gurgaon is outfitted with top-of-the-line amenities that cater to your every need and whim. Imagine indulging in a refreshing dip in the sparkling swimming pool, or invigorating your body at the state-of-the-art fitness center. Unwind at the luxurious spa, or entertain guests in style at the exquisitely designed clubhouse. Paras Quartier Gurgaon ensures that every day is an indulgence. The Location Advantage of Paras Quartier Gurgaon While offering unparalleled luxury, Paras Quartier Gurgaon is also thoughtfully situated to provide a perfect blend of tranquility and convenience. Nestled amidst the lush greenery of the Aravalli Valley, the project offers a serene escape from the hustle and bustle of city life. Yet, its strategic location in Gwal Pahari ensures easy access to all the essential conveniences – from top-tier educational institutions and healthcare facilities to world-class shopping malls and entertainment hubs. Finding Your Tribe at Paras Quartier Gurgaon Paras Quartier Gurgaon isn't just about luxurious apartments and top-notch amenities; it's about fostering a community of like-minded individuals. Here, you'll find yourself surrounded by those who appreciate the finer things in life, who share your passion for excellence. Through thoughtfully curated community events and social gatherings, Paras Quartier Gurgaon provides the perfect platform to build lasting relationships and forge a sense of belonging. Value Proposition of Paras Quartier Gurgaon Owning a residence at Paras Quartier Gurgaon is more than just acquiring a property; it's an investment in your future. The project's prime location, impeccable design, and unparalleled amenities ensure that your home retains its value and appreciates over time. Moreover, the strong brand reputation of Paras Buildtech, the developer behind this prestigious project, adds another layer of confidence to your investment. Owning Your Piece of Paradise at Paras Quartier Gurgaon If you've been searching for a home that transcends the ordinary, a place where luxury meets serenity, then look no further than Paras Quartier Gurgaon. With its limited collection of exquisite residences, this project offers a once-in-a-lifetime opportunity to own a piece of paradise. Ready to embark on a journey towards realizing your dream home? Contact the sales team at Paras Quartier Gurgaon today to schedule a personalized tour and experience the epitome of luxurious living firsthand. In Paras Quartier Gurgaon is not just an address; it's a statement. It's a testament to your discerning taste and your desire for an unparalleled lifestyle experience. So, come home to Paras Quartier Gurgaon, and discover a world where every day is an indulgence. Get in Touch Website – https://www.parasquartiergurgaon.co.in/ Mobile - +919990536116 Whatsapp – https://call.whatsapp.com/voice/9rqVJyqSNMhpdFkKPZGYKj Skype – shalabh.mishra Telegram – shalabhmishra Email - enquiry.realestates@gmail.com
paras_quartiergurgaon
1,877,991
Best Places To Visit In Jammu & Kashmir
Jammu &amp; Kashmir, often referred to as “Paradise on Earth,” is a breathtaking region that offers...
0
2024-06-05T11:55:12
https://dev.to/toursand_travels_83848071/best-places-to-visit-in-jammu-kashmir-5fp7
travelagency, kashmir, srinagar
Jammu & Kashmir, often referred to as “Paradise on Earth,” is a breathtaking region that offers visitors a diverse range of natural beauty, rich culture, and unforgettable experiences. From stunning mountains and lush valleys to pristine lakes and vibrant gardens, there is something for everyone to enjoy in this beautiful state. Haniefa Tour and Travels is your trusted partner for exploring the wonders of Jammu & Kashmir. In this blog, we will take you through the best places to visit in jammu & kashmir and how Haniefa Tour and Travels can help you make the most of your trip. 1. Srinagar Srinagar, the summer capital of Jammu & Kashmir, is known for its picturesque landscapes and serene atmosphere. It’s home to the iconic Dal Lake, where you can enjoy a shikara ride and marvel at the floating gardens and colorful houseboats. Other must-visit places in Srinagar include: Nishat Bagh and Shalimar Bagh: These Mughal gardens are known for their terraced lawns, fountains, and vibrant flower beds. Jama Masjid: A historic mosque with stunning architecture and intricate wooden carvings. Hazratbal Shrine: A sacred mosque that houses a relic believed to be a hair strand of the Prophet Muhammad. With Haniefa Tour and Travels, you can experience the best of Srinagar’s beauty and culture through expertly guided tours and personalized experiences. 2. Gulmarg Gulmarg is a popular hill station and skiing destination known for its snow-capped peaks and lush meadows. Whether you visit in winter or summer, there is always something to do in Gulmarg: Gulmarg Gondola: Take a ride on one of the world’s highest cable cars and enjoy panoramic views of the surrounding mountains. Skiing and Snowboarding: During winter, Gulmarg transforms into a winter sports paradise, offering some of the best skiing and snowboarding experiences in the country. Alpather Lake: A beautiful high-altitude lake that’s perfect for a day trip and a refreshing walk. Haniefa Tour and Travels can help you plan the perfect trip to Gulmarg, whether you want to enjoy adventure sports or simply relax in the serene surroundings. 3. Pahalgam Pahalgam, also known as the “Valley of Shepherds,” is a charming hill station located in the Lidder Valley. It’s a haven for nature lovers and adventure seekers alike. Some highlights of Pahalgam include: Betaab Valley: A picturesque valley surrounded by snow-capped mountains, lush greenery, and a flowing river. Aru Valley: A tranquil valley that offers hiking, trekking, and horse-riding opportunities. Baisaran: Known as “Mini Switzerland,” Baisaran is a meadow surrounded by pine trees and scenic landscapes. Haniefa Tour and Travels can guide you through the best trails and experiences in Pahalgam, ensuring you make the most of your visit. 4. Sonmarg Sonmarg, meaning “Meadow of Gold,” is a mesmerizing destination known for its pristine beauty and stunning landscapes. It’s the perfect escape for those seeking tranquility and natural splendor. Key attractions in Sonmarg include: Thajiwas Glacier: A breathtaking glacier that you can visit on foot or on horseback during the summer. Zojila Pass: A high mountain pass that offers stunning views and connects Sonmarg to the Ladakh region. Sind River: Enjoy a peaceful riverside walk or try your hand at trout fishing. Haniefa Tour and Travels can arrange day trips to Sonmarg and help you explore its scenic wonders. 5. Vaishno Devi Vaishno Devi is one of the most revered pilgrimage sites in India, attracting millions of devotees each year. The temple is located in a cave on Trikuta Mountain and requires a trek to reach. Key points about Vaishno Devi include: The Holy Cave: The cave is the main attraction, housing the shrines of Goddess Vaishno Devi, Mata Lakshmi, Mata Saraswati, and Mata Kali. Helicopter and Pony Services: If you prefer not to trek, helicopter and pony services are available to take you partway to the shrine. Ardh Kuwari: A halfway point on the trek where devotees can take a break and visit a small shrine. Haniefa Tour and Travels can assist you in planning a smooth and comfortable pilgrimage to Vaishno Devi, taking care of all the logistics. 6. Katra Katra is the base camp for the Vaishno Devi pilgrimage, but it also offers attractions of its own. This bustling town is a great starting point for exploring the region. Points of interest in Katra include: Baba Dhansar Temple: A beautiful temple dedicated to Lord Shiva located in a cave near Katra. Ranbireshwar Temple: A popular temple in the town known for its peaceful atmosphere and religious significance. Shopping in Katra: Katra offers various shopping options for local handicrafts, souvenirs, and traditional clothing. Haniefa Tour and Travels can help you enjoy your stay in Katra, providing transportation and accommodation options for your trip. Conclusion Jammu & Kashmir is a land of unparalleled beauty and adventure, and Haniefa Tour and Travels is your ideal partner for exploring this stunning region. From the serene landscapes of Srinagar and Gulmarg to the vibrant valleys of Pahalgam and Sonmarg, and the spiritual journeys to Vaishno Devi and Katra, Haniefa Tour and Travels offers expert guidance and personalized experiences to make your trip unforgettable. Book your adventure today and discover the [wonders of Jammu & Kashmir](uhttps://haniefatravels.com/best-places-to-visit-in-jammu-kashmir/rl)!
toursand_travels_83848071
1,877,989
Waterproofing Contractors in Dubai: Protecting Your Property from Water Damage
Water damage is a common issue faced by many property owners in Dubai, especially during the rainy...
0
2024-06-05T11:51:55
https://dev.to/john_boult88_77249daf8c8d/waterproofing-contractors-in-dubai-protecting-your-property-from-water-damage-8ap
Water damage is a common issue faced by many property owners in Dubai, especially during the rainy season. From leaky roofs to damp basements, water can cause extensive damage if not addressed promptly. That's where waterproofing contractors come in. These professionals specialize in protecting your property from water intrusion, ensuring that your home or business remains safe and dry. In this blog post, we'll explore the importance of [waterproofing contractors in Dubai](https://alrayaninsulation.com/) and how they can help protect your property. Why Waterproofing is Important in Dubai Dubai's climate is characterized by hot summers and mild winters, with minimal rainfall throughout the year. However, when it does rain, the city is often hit with heavy downpours that can overwhelm drainage systems and cause flooding. Additionally, Dubai's sandy soil does not absorb water well, leading to runoff and pooling in low-lying areas. This combination of factors makes waterproofing essential for protecting your property from water damage. Benefits of Hiring [Waterproofing Contractors in Dubai](https://alrayaninsulation.com/) Expertise: Waterproofing contractors have the knowledge and experience to identify potential problem areas and recommend the best waterproofing solutions for your property. Quality Materials: Waterproofing contractors use high-quality materials that are specifically designed to withstand Dubai's climate and protect your property from water damage. Cost-Effective: While hiring waterproofing contractors may seem like an added expense, it can actually save you money in the long run by preventing costly water damage repairs. Peace of Mind: By hiring waterproofing contractors, you can have peace of mind knowing that your property is protected from water damage. Common Waterproofing Services Roof Waterproofing: This involves applying a waterproof membrane to the roof to prevent water from seeping through. Basement Waterproofing: Basements are particularly susceptible to water damage due to their below-ground location. Waterproofing contractors can apply a waterproof membrane to the basement walls and floors to prevent water intrusion. Exterior Waterproofing: This involves sealing the exterior walls of your property to prevent water from penetrating. Interior Waterproofing: In some cases, interior waterproofing may be necessary to protect your property from water damage. Tips for Hiring Waterproofing Contractors Experience: Look for waterproofing contractors with a proven track record of success in Dubai. References: Ask for references from past clients to ensure that the contractor delivers quality work. Cost: While cost is important, it should not be the only factor you consider. Look for a contractor who offers competitive pricing without compromising on quality. Insurance: Ensure that the contractor has adequate insurance coverage in case of any accidents or damages during the waterproofing process. Conclusion Waterproofing contractors play a crucial role in protecting your property from water damage in Dubai. By hiring a reputable contractor, you can ensure that your home or business remains safe and dry, even during the heaviest rains. If you're in need of waterproofing services, don't hesitate to contact a professional waterproofing contractor in Dubai today. Read More Water leakage repair in Dubai[(https://alrayaninsulation.com/crack-treatment-by-injection.php)]
john_boult88_77249daf8c8d
1,877,988
The Fascinating Journey of Frontend and Web Development
Hello dev.to community! Today, let’s take a step back and explore the fascinating beginnings of...
0
2024-06-05T11:50:45
https://dev.to/ismailk/the-fascinating-journey-of-frontend-and-web-development-8g
webdev, javascript, programming, tutorial
**Hello dev.to community!** Today, let’s take a step back and explore the fascinating beginnings of frontend and web development. The journey from static HTML pages to dynamic, interactive web applications is nothing short of remarkable. ## **The Dawn of the Web** In 1991, Tim Berners-Lee, a British scientist, introduced the World Wide Web to the public. The first website, hosted on Berners-Lee’s NeXT computer at CERN, was a simple, text-only page written in HTML. This marked the birth of web development as we know it. ## **HTML: The Foundation** HTML (HyperText Markup Language) was the first building block of web development. It allowed developers to create and structure content on the web. Early web pages were static, consisting of plain text and basic hyperlinks. ## **Enter CSS: Styling the Web** As the web grew, so did the need for more visually appealing and structured content. In 1996, CSS (Cascading Style Sheets) was introduced. CSS enabled developers to separate content from design, allowing for more sophisticated and consistent styling across websites. ## **JavaScript: Bringing Interactivity** In 1995, Brendan Eich created JavaScript, a scripting language that transformed static web pages into dynamic, interactive experiences. JavaScript allowed developers to create real-time content updates, form validations, animations, and much more. ## **The Rise of Frameworks and Libraries** As web development became more complex, frameworks and libraries emerged to streamline the development process. Libraries like jQuery simplified DOM manipulation and event handling. Frameworks like AngularJS, React, and Vue.js provided structured approaches to building scalable and maintainable web applications. ## **Responsive Design: Adapting to Devices** With the proliferation of smartphones and tablets, responsive design became crucial. Introduced in the early 2010s, responsive design principles ensured that websites looked and functioned well on all devices, regardless of screen size. CSS media queries and flexible grids were key to this transformation. ## **Modern Frontend Development** Today, frontend development is a vibrant and rapidly evolving field. Modern tools and technologies such as ES6+, Webpack, and TypeScript have further enhanced the developer experience. Progressive Web Apps (PWAs) and Single Page Applications (SPAs) represent the cutting edge of what’s possible on the web. ## **Conclusion** From simple HTML pages to sophisticated web applications, the journey of frontend and web development has been driven by innovation and a desire to create better user experiences. As we look to the future, the possibilities are endless, and the web will continue to evolve in exciting and unexpected ways. Thank you for joining me on this historical journey. Whether you're a seasoned developer or just starting out, it's always fascinating to see how far we've come and where we're headed next.
ismailk
1,877,288
Simple Modal with Javascript
This is a note that how to make a simple modal. &lt;button class="show-modal"&gt;Show modal...
0
2024-06-04T23:01:01
https://dev.to/kakimaru/simple-modal-with-javascript-35nl
This is a note that how to make a simple modal. ```html <button class="show-modal">Show modal </button> <div class="modal hidden"> <button class="close-modal">&times;</button> <h1>I'm a modal window</h1> <p> Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum. </p> </div> <div class="overlay hidden"></div> ``` ```css .hidden { display: none; } .modal { position: absolute; top: 50%; left: 50%; transform: translate(-50%, -50%); width: 70%; background-color: #fff; padding: 6rem; border-radius: 8px; box-shadow: 0 3rem 5rem rgb(0 0 0 /.3); z-index: 99; } .overlay { position: absolute; top: 0; left: 0; width: 100%; height: 100%; background-color: rgb(0 0 0 /.6); backdrop-filter: blur(4px); z-index: 1; } ``` ```Js 'use strict'; const modal = document.querySelector('.modal'); const overlay = document.querySelector('.overlay'); const btnCloseModal = document.querySelector('.close-modal'); const btnOpenModal = document.querySelectorAll('.show-modal'); const closeModal = function() { modal.classList.add('hidden'); overlay.classList.add('hidden') } const openModal = function() { modal.classList.remove('hidden'); overlay.classList.remove('hidden') } // if there are many open buttons for (let i = 0; i < btnOpenModal.length; i++) { btnOpenModal[i].addEventListener("click", openModal); } btnCloseModal.addEventListener("click", closeModal); overlay.addEventListener('click', closeModal); // keyboard operation (Escape version) document.addEventListener('keydown', function(e) { if(e.key === 'Escape' && !modal.classList.contains('hidden')) { closeModal(); } }) ``` for -> forEach ``` // if there are many open buttons for (let i = 0; i < btnOpenModal.length; i++) { btnOpenModal[i].addEventListener("click", openModal); } ``` ↓ ``` btnOpenModal.forEach(btn => btn.addEventListner('click', openModal) ```
kakimaru
1,877,987
Choose The Right Travel Agents In Srinagar For Your Kashmir Trip
Kashmir is often referred to as “Heaven on Earth” for its breathtaking landscapes, majestic...
0
2024-06-05T11:50:37
https://dev.to/toursand_travels_83848071/choose-the-right-travel-agents-in-srinagar-for-your-kashmir-trip-56h6
travelagency, kashmir, srinagar
Kashmir is often referred to as “[Heaven on Earth](https://haniefatravels.com/choose-the-right-travel-agents-in-srinagar-for-your-kashmir-trip/url)” for its breathtaking landscapes, majestic mountains, and stunning lakes. Whether you’re planning to visit the serene Dal Lake, the snow-capped mountains of Gulmarg, or the historic Mughal gardens, choosing the right travel agents in Srinagar is key to making your adventure smooth, enjoyable, and unforgettable. Among the top choices in Srinagar, Haniefa Tour and Travels stands out for its exceptional service and commitment to making your trip a memorable one. Here’s a guide on how to choose the right travel agency in Srinagar and why Haniefa Tour and Travels is an excellent choice for your Kashmir adventure. Why You Need a Travel Agents in Srinagar Travelling to a new place, especially a region as unique and culturally rich as Kashmir, can be overwhelming. From planning itineraries to arranging accommodations and transportation, a lot goes into creating a seamless travel experience. A travel agency can help you: Plan Efficiently: With local expertise and knowledge, a travel agency can help you craft an itinerary that covers all must-see spots and lesser-known gems. Save Time: Skip the hassle of researching and booking each part of your trip separately. A travel agency will handle everything for you. Stay Safe: Kashmir has specific travel requirements and cultural nuances. A travel agency can ensure you have a safe and respectful journey. Get the Best Deals: Travel agencies often have access to exclusive deals on accommodations, transportation, and attractions. Enjoy Personalized Service: A good travel agency tailors your trip to suit your interests and preferences. Why Haniefa Tour and Travels is the Best Choice When it comes to travel agencies in Srinagar, Haniefa Tour and Travels is a trusted name known for its quality service and customer satisfaction. Here’s why you should consider them for your Kashmir adventure: 1. Local Expertise Haniefa Tour and Travels has years of experience working in Kashmir and a team of local experts who know the region inside and out. They can provide you with unique insights and insider tips to make your trip special. 2. Tailored Itineraries Whether you’re a nature enthusiast, adventure seeker, or history buff, Haniefa Tour and Travels can create a personalized itinerary that suits your interests and preferences. They offer a wide range of tours and experiences that cater to different types of travelers. 3. Affordable Packages Traveling can get expensive, but Haniefa Tour and Travels offers competitive rates and excellent value for money. Their travel packages are designed to be affordable while still delivering top-notch experiences. 4. Professional Service From the moment you inquire about a tour to the time you return home, Haniefa Tour and Travels’ team provides attentive and professional service. They take care of every detail, ensuring your journey is stress-free and enjoyable. 5. Variety of Services Haniefa Tour and Travels offers a wide array of services including transportation, accommodation, sightseeing tours, trekking, and adventure sports. They can also assist you with any special requests or requirements you may have. 6. Flexibility The agency understands that plans can change, and they’re known for their flexibility in accommodating last-minute changes or special requests. This adaptability is key to ensuring your trip goes smoothly. 7. Positive Customer Reviews When choosing a travel agency, it’s important to consider the experiences of other travelers. Haniefa Tour and Travels has consistently received positive reviews for their friendly staff, excellent service, and well-planned tours. Tips for Choosing the Right Travel Agents in Srinagar While Haniefa Tour and Travels is a top choice, here are some additional tips for choosing the right travel agency for your Kashmir adventure: Research and Compare: Look for travel agencies online and compare their offerings, prices, and reviews. Choose one that aligns with your preferences and budget. Ask Questions: Don’t hesitate to reach out to travel agencies with questions about their services, packages, and cancellation policies. Read Reviews: Customer reviews can provide valuable insights into the quality of service and experiences you can expect. Check for Accreditation: Make sure the travel agency is accredited and has the necessary licenses and permits to operate in the region. Communicate Your Preferences: Be clear about your interests, budget, and any special needs you may have. A good travel agency will tailor their offerings to meet your requirements. Conclusion Planning a trip to Kashmir is an exciting adventure, and choosing the right travel agency can make all the difference. Haniefa Tour and Travels stands out as one of the best travel agencies in Srinagar, offering local expertise, tailored itineraries, affordable packages, and professional service. Whether you’re looking for adventure or relaxation, let Haniefa Tour and Travels guide you through the beautiful landscapes and vibrant culture of Kashmir for an unforgettable experience.
toursand_travels_83848071
1,877,986
Algoritmo A* (A Estrela)
Explicação Teórica O Algoritmo A* (lê-se A-Estrela) é um algoritmo de busca em grafos que utiliza...
0
2024-06-05T11:50:12
https://dev.to/cristianomafrajunior/algoritmo-a-a-estrela-19ne
**Explicação Teórica** O Algoritmo A* (lê-se A-Estrela) é um algoritmo de busca em grafos que utiliza funções heurísticas. É amplamente utilizado em problemas de busca, devido à sua eficiência. O objetivo principal do algoritmo é encontrar o caminho mais curto entre dois pontos em um grafo. O custo total de um nó é dado pela soma de duas funções: g(x): O custo real do nó inicial até o nó atual. h(x): A função heurística que estima o custo do nó atual até o nó de destino. Portanto, a função de custo total (f(x)) é dada por: f(x) = g(x) + h(x) O Algoritmo A* utiliza essa função de custo para escolher os próximos nós a serem explorados na busca pelo caminho mais curto. **Principais Características** **Busca de Melhor-Primeiro**: O A* é uma combinação entre a busca de custo uniforme e a heurística de melhor primeiro. O nó com o menor custo total estimado até o momento é expandido.  **Função de Avaliação**: Utiliza uma função de avaliação que combina o custo real do caminho percorrido até o momento e uma heurística que estima o custo do caminho restante até o destino.  **Eficiente**: Em muitos casos, o A* é mais eficiente que a busca cega, como a busca em largura ou em profundidade, pois utiliza informações adicionais sobre o problema para orientar a busca. **Introdução ao problema** Imagine que queremos encontrar o caminho mais curto para viajar por algumas cidades em São Paulo, com o objetivo final de chegar a uma cidade específica. Cada cidade possui uma distância (em quilômetros) até as outras cidades, fornecendo um contexto realista para aplicar o algoritmo A*. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9gwmanjturzoxodw5y2l.png) Desenvolvmemos um Algoritimo em Python para resolução desse problema o repositorio do projeto se encontra aqui: https://github.com/CristianoMafraJunior/A_Estrela **Explicação da solução**: ``` class A_Estrela: def __init__(self): self.cidades = { "Araçatuba": {"Votuporanga": 127, "Novo Horizonte": 183, "Marília": 170}, ... } self.heuristica = { "São Paulo": 0, "Santos": 50, ... } ``` **Inicialização da Classe A_Estrela** cidades: Um dicionário que representa o grafo das cidades e as distâncias entre elas. Cada cidade tem como valor outro dicionário, onde as chaves são cidades vizinhas e os valores são as distâncias para essas cidades vizinhas. heuristica: Um dicionário que representa a estimativa de distância (heurística) de cada cidade até o destino final (São Paulo). **Método a_estrela**: ``` def a_estrela(self, inicio, destino): fila_prioridade = [] heapq.heappush(fila_prioridade, (0, inicio)) visitados = set() caminho_percorrido = {inicio: None} custo_total = {cidade: float("inf") for cidade in self.cidades} custo_total[inicio] = 0 while fila_prioridade: custo_atual, cidade_atual = heapq.heappop(fila_prioridade) if cidade_atual == destino: caminho = self.reconstruir_caminho(caminho_percorrido, destino, custo_total) return custo_total[destino], caminho if cidade_atual in visitados: continue visitados.add(cidade_atual) for vizinho, custo in self.cidades[cidade_atual].items(): novo_custo = custo_total[cidade_atual] + custo custo_heuristica = self.heuristica[vizinho] if novo_custo < custo_total[vizinho]: custo_total[vizinho] = novo_custo heapq.heappush(fila_prioridade, (novo_custo + custo_heuristica, vizinho)) caminho_percorrido[vizinho] = cidade_atual return float("inf"), [] ``` Fila de Prioridade: fila_prioridade é uma fila de prioridade (min-heap) usada para sempre expandir o nó com o menor custo estimado (custo real + heurística). Inicialmente, ela contém o nó inicial com custo 0. Conjuntos e Dicionários: visitados: Um conjunto para rastrear as cidades já visitadas. caminho_percorrido: Um dicionário para manter o caminho percorrido até cada cidade. custo_total: Um dicionário para manter o menor custo encontrado até cada cidade. Inicialmente, todos os custos são definidos como infinito (float("inf")), exceto o custo da cidade inicial, que é 0. Loop Principal: Enquanto houver cidades na fila de prioridade: Remove a cidade com o menor custo estimado da fila. Se essa cidade é o destino, reconstrói o caminho usando reconstruir_caminho e retorna o custo total e o caminho. Se a cidade já foi visitada, pula para a próxima iteração. Marca a cidade como visitada e avalia seus vizinhos. Calcula o novo custo para cada vizinho e, se for menor que o custo previamente registrado, atualiza o custo total, adiciona o vizinho na fila de prioridade com o novo custo estimado e registra o caminho percorrido. **Método reconstruir_caminho**: ``` def reconstruir_caminho(self, caminho_percorrido, destino, custo_total): caminho = [] cidade = destino while cidade is not None: caminho.append((cidade, custo_total[cidade], self.heuristica[cidade], custo_total[cidade] + self.heuristica[cidade])) cidade = caminho_percorrido[cidade] return list(reversed(caminho)) ``` **Reconstrução do Caminho**: Reconstrói o caminho desde o destino até o início, usando o dicionário caminho_percorrido. Cada cidade é registrada junto com seu custo atual, heurística e custo total (custo + heurística). O caminho é invertido no final para obter a ordem correta (do início ao destino). **Uso do algoritimo**: ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/z1hki850ncx5aahdnsl3.png)
cristianomafrajunior
1,878,157
Understanding Database Replication
Today’s issue is brought to you by Masteringbackend → A great resource for backend engineers. We...
0
2024-06-06T09:34:52
https://newsletter.masteringbackend.com/p/understanding-database-replication
backend, webdev, beginners, tutorials
--- title: Understanding Database Replication published: true date: 2024-06-05 11:49:48 UTC tags: backend,webdev,beginners,tutorials canonical_url: https://newsletter.masteringbackend.com/p/understanding-database-replication --- _Today’s issue is brought to you by_ [Masteringbackend](https://masteringbackend.com?ref=backend-weekly&utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) **_→ A great resource for backend engineers. We offer next-level backend engineering training and exclusive resources._** [In the previous edition](https://newsletter.masteringbackend.com/p/acid-compliance-in-relational-databases), I discussed ACID Compliance in Databases and explored why it’s important, especially in relational databases. In this episode, I will explain Database Replication, how it works, and the types, advantages, and disadvantages of database replication. #### What is Database Replication? A database is one of the most important components of your System Design, and it’s a data store for all your business records. Imagine if you have only one database server, and it goes down. Let’s imagine you are building an E-commerce store like Amazon. The store initially has a single database to create, read, and modify data. Everything is perfect. The business grows after a couple of years, and you have millions of customers. If that one database was to be deleted by mistake or if the server goes down at some point. Your entire business is crumbled. This can easily be mitigated by having secondary databases that take over whenever the primary database is down. Additionally, all the databases can work together to serve requests. That’s why Database Replica is a crucial strategy for your database management. **Database replication** is copying data from one database on a server to one or more replica databases on other servers. The databases then become synced. ![](https://cdn-images-1.medium.com/max/1024/0*nJpEZzyscLEztRuX) #### **How does database replication work?** Database replication is supported in many database systems, usually with the master/slave relationship. The master or primary database syncs data to the slave/secondary databases. A popular configuration is the master processing data-modifying operations like insert, update, and deletes. The master then syncs the data to the slaves, which supports data read operations since applications require a much higher ratio of reads to writes; thus, the number of slaves should always be higher to scale and process most of the requests. In this setup, if the master database goes offline, a slave database will be promoted as the new master to process data modifying requests and sync data to the slaves. However, in production, promoting a new master can be complicated as the slave data might not be up to date. The missing data needs to be updated by running recovery scripts. If only a single slave database is available and it goes down, the read operations will be directed to the master database. Immediately after the issue is found, a new slave database will replace the old one, and data will be synced. If our architecture has multiple slave databases, read operations will be directed to the healthy ones. #### **Types of database replication** We just described a master-slave replication in which one database is designated as the master and others as slaves. The master receives all the write operations, whereas the slaves handle the read operations. Other types of database replication are: 1. Multi-Master replication: In this setup, we have more than one master database and one or more slaves. The masters receive write operations, then the changes are synced to the other databases. A [load balancer](https://masteringbackend.com/hubs/system-design/load-balancers?utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) distributes the traffic to the masters. 2. Master-Master(Peer-to-peer) replication: All the databases acts as both a master and a slave, the data is replicated across all nodes in a peer-to-peer fashion. 3. One-Way Replication: In this type of replication, data is replicated from a master database to one or more slave databases in one direction only. This is useful for backup and reporting purposes. It is also known as data mirroring, where complete backups are maintained when the primary database fails. Mirrors act as hot standby databases. #### **Advantages of database replication** 1. **High Availability — ** Your system will remain available if your primary database fails. 2. **Improved Scalability-** The traffic is distributed to the replicas, so the system can effectively handle a surge in traffic. 3. **Lower latency-** Database replication can improve latency by reducing the time it takes to access data. When data is replicated to multiple databases, it can be accessed from a database geographically closer to the user, reducing the time it takes to access the data. 4. **Disaster recovery:** Database replication can create a disaster recovery site in a separate location. In a disaster, the replicated data can restore operations quickly. #### **Disadvantages of database replication** 1. **Complexity:** Database replication can be complex to set up and maintain, especially for multi-master replication scenarios. Configuration, management, and monitoring can require additional resources and expertise. 2. **Consistency:** With replication, there is a risk of inconsistent data if updates are made to different database copies simultaneously. This can lead to conflicts that need to be resolved. 3. **Performance impact:** Replication can have a performance impact on the database, especially during heavy write operations. This is because each update needs to be propagated to all the replicas, which can cause delays and increase system load. 4. **Cost:** Replication can require additional hardware and software licenses, increasing costs. Maintaining multiple copies of the data can also require additional storage and bandwidth. 5. **Security:** Replication can increase the risk of data breaches or other security issues. Each copy of the data is a potential target for attacks, so additional security measures may be required to protect the replicated databases. Database replication aims to provide redundancy and fault tolerance in case of hardware or software failure. It also improves application performance by reducing the load on the primary database server and distributing read requests across multiple replicas, improving your application performance, scalability, and availability. Additionally, replication can be used for data mirroring, where complete backups are maintained when the primary database fails. That will be all for this week. I like to keep this newsletter short. Today, I discussed Database Replication, how it works, and the types, advantages, and disadvantages of database replication. Remember to get the [Masteringbackend](https://masteringbackend.com?ref=backend-weekly&utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) **_→ A great resource for backend engineers. We offer next-level backend engineering training and exclusive resources._** **There are 4 ways I can help you become a great backend engineer:** **1.** [**The MB Platform:**](https://app.masteringbackend.com?utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) Join 1000+ backend engineers learning backend engineering on the MB platform. Build real-world backend projects, track your learnings and set schedules, learn from expert-vetted courses and roadmaps, and solve backend engineering tasks, exercises, and challenges. **2.** [**​**](https://click.convertkit-mail4.com/4zuplwzlo3aeh5lkndnhxh3d3ml77/6qhehou7nrnkwlbo/aHR0cHM6Ly93d3cuanVzdGlud2Vsc2gubWUvdGhlLW9wZXJhdGluZy1zeXN0ZW0tZ3Jvdy1tb25ldGl6ZS15b3VyLWxpbmtlZGlu?utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) [**The MB Academy:​**](https://masteringbackend.com/academy?utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication)The “MB Academy” is a 6-month intensive Advanced Backend Engineering BootCamp to produce great backend engineers. **3.** [**MB Video-Based Courses:**](https://app.masteringbackend.com?utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) Join 1000+ backend engineers who learn from our meticulously crafted courses designed to empower you with the knowledge and skills you need to excel in backend development. **4.** [**GetBackendJobs:**](https://getbackendjobs.com?ref=backend-weekly&utm_source=newsletter.masteringbackend.com&utm_medium=referral&utm_campaign=understanding-database-replication) Access 1000+ tailored backend engineering jobs, manage and track all your job applications, create a job streak, and never miss applying. Lastly, you can hire backend engineers anywhere in the world. _Originally published at_ [_https://newsletter.masteringbackend.com_](https://newsletter.masteringbackend.com/p/understanding-database-replication)_._ * * *
kaperskyguru
1,877,985
Organic Honey Market: Growth, Size, Share, and Trends Analysis for 2024-2032
The global organic honey market is expected to grow from US$ 990.9 million in 2024 to US$ 1.8 billion...
0
2024-06-05T11:48:55
https://dev.to/swara_353df25d291824ff9ee/organic-honey-market-growth-size-share-and-trends-analysis-for-2024-2032-28jd
The global organic honey market is expected to grow from US$ 990.9 million in 2024 to US$ 1.8 billion by 2032, with a CAGR of 7.8%. Europe holds a 25.3% market share as of 2022, followed by the Middle East & Africa at 23.6%. The food & beverage industry accounts for over 60% of organic honey consumption. The market saw a CAGR of 6.5% from 2017 to 2021, fueled by increased consumer awareness of health benefits. Continued growth is anticipated due to expanding demand and diverse honey varieties. Market Drivers Increasing Health Consciousness: Growing awareness among consumers about the health benefits of organic honey, including its antioxidant and antibacterial properties, is driving market demand. Rising Demand for Natural Sweeteners: With a shift towards healthier alternatives to refined sugars, organic honey is gaining popularity as a natural sweetener in various food and beverage products. Expanding Food & Beverage Industry: The food and beverage sector is a major consumer of organic honey, utilizing it in a wide range of products such as cereals, energy bars, and beverages, thus driving market growth. Growing Disposable Income: Rising disposable incomes, especially in emerging economies, enable consumers to afford premium organic products, contributing to market expansion. Government Initiatives Promoting Organic Agriculture: Supportive government policies and initiatives aimed at promoting organic farming practices encourage the production and consumption of organic honey, fostering market growth. Increasing Awareness of Environmental Sustainability: Consumers are becoming more environmentally conscious, preferring products that are sustainably produced and have minimal environmental impact, thereby boosting the demand for organic honey. Expanding Distribution Channels: The availability of organic honey through various distribution channels, including supermarkets, specialty stores, and online platforms, makes it more accessible to consumers, driving market growth. Growing Application in Non-Food Industries: Apart from the food and beverage sector, organic honey is increasingly used in industries such as pharmaceuticals, cosmetics, and personal care products, further fueling market demand. In a nutshell, the Persistence Market Research report is a must-read for start-ups, industry players, investors, researchers, consultants, business strategists, and all those who are looking to understand this industry. Get a glance at the report at- https://www.persistencemarketresearch.com/market-research/organic-honey-market.asp Key Players Barkman Honey LLC Bee Maid Honey Limited Rowse Honey Ltd. Dutch Gold Honey Inc. Capilano Honey Ltd. Nature Nate's Honey Co. Madhava Honey Ltd. GloryBee Inc. Little Bee Impex Heavenly Organics Market Segmentation By Product Type: The global organic honey market is segmented by product type into various forms such as raw honey, creamed honey, dried honey, and others. Raw honey, being the least processed, is gaining popularity due to its natural and unaltered state. Creamed honey is preferred for its smooth texture and ease of use, while dried honey finds applications in various food products and beverages. By Distribution Channel: The market is divided into different distribution channels, including online retail, supermarkets and hypermarkets, convenience stores, and specialty stores. Online retail is witnessing rapid growth due to the convenience of shopping from home and the wide variety of products available. Supermarkets and hypermarkets remain significant distribution channels, offering consumers the advantage of physically inspecting products before purchase. Convenience stores cater to quick and immediate purchase needs, whereas specialty stores focus on premium and organic products. By End-Use Industry: The segmentation by end-use industry includes food & beverages, pharmaceuticals, personal care and cosmetics, and others. The food & beverages industry is the largest consumer of organic honey, utilizing it as a natural sweetener and ingredient in various products. In pharmaceuticals, organic honey is used for its medicinal properties, including wound healing and cough suppression. The personal care and cosmetics industry uses organic honey in products due to its moisturizing and antibacterial properties. By Region: Geographically, the organic honey market is segmented into North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. Europe holds the largest market share, driven by high consumer awareness and demand for organic products. The Middle East & Africa region is also significant, with a growing inclination towards natural and organic foods. North America and Asia-Pacific are witnessing substantial growth due to increasing health consciousness and rising disposable incomes. Latin America is emerging as a potential market with an increasing focus on organic farming and production. Regional Analysis Europe: Europe dominates the global organic honey market, accounting for the largest market share. This region's high consumer awareness about the health benefits of organic products and stringent regulations regarding food quality drive the demand for organic honey. Countries such as Germany, France, and the United Kingdom are major contributors to market growth. The preference for natural and organic foods in Europe is bolstered by a strong network of distribution channels, including specialty organic stores and health food shops. Middle East & Africa: The Middle East & Africa region holds a significant share of the organic honey market. The increasing awareness of organic and natural products, coupled with a cultural inclination towards honey consumption, boosts market growth in this region. Countries like Saudi Arabia and the UAE are prominent markets within this region. Additionally, the presence of traditional honey production practices and a growing trend towards healthy eating habits contribute to the market's expansion. North America: North America is a rapidly growing market for organic honey, driven by rising health consciousness and a preference for natural sweeteners over refined sugars. The United States and Canada are key markets in this region. The robust retail infrastructure, including supermarkets, hypermarkets, and online retail platforms, facilitates easy access to organic honey products. Moreover, the increasing application of organic honey in the food & beverage and personal care industries further propels market growth. Asia-Pacific: The Asia-Pacific region is witnessing substantial growth in the organic honey market due to increasing disposable incomes and growing awareness about the benefits of organic foods. Countries such as China, India, and Japan are leading contributors. The expanding food & beverage industry and the rising popularity of natural remedies in these countries are key factors driving market growth. Additionally, the region's large population base provides a significant consumer market for organic honey products. Latin America: Latin America is emerging as a potential market for organic honey. The region's focus on organic farming and sustainable agricultural practices is driving the demand for organic honey. Brazil, Argentina, and Mexico are key markets within this region. The growing trend towards health and wellness, along with increasing consumer preference for natural products, supports the market's expansion. Furthermore, government initiatives promoting organic agriculture contribute to the growth of the organic honey market in Latin America. Future Outlook The global organic honey market is poised for significant growth over the coming years, driven by increasing consumer awareness of health benefits, rising disposable incomes, and the expanding applications of organic honey in various industries such as food & beverages, pharmaceuticals, and personal care. Innovations in product development and growing demand for natural and organic products are expected to further fuel market expansion. Additionally, the strengthening of online retail channels and supportive government initiatives promoting organic agriculture will likely enhance market accessibility and adoption. With a projected CAGR of 7.8% from 2024 to 2032, the market is set to reach a valuation of US$ 1.8 billion by 2032, indicating robust and sustained growth. Our Blog- https://www.scoop.it/topic/persistence-market-research-by-swarabarad53-gmail-com https://www.manchesterprofessionals.co.uk/articles/my?page=1 About Persistence Market Research: Business intelligence is the foundation of every business model employed by Persistence Market Research. Multi-dimensional sources are being put to work, which include big data, customer experience analytics, and real-time data collection. Thus, working on micros by Persistence Market Research helps companies overcome their macro business challenges. Persistence Market Research is always way ahead of its time. In other words, it tables market solutions by stepping into the companies’/clients’ shoes much before they themselves have a sneak pick into the market. The pro-active approach followed by experts at Persistence Market Research helps companies/clients lay their hands on techno-commercial insights beforehand, so that the subsequent course of action could be simplified on their part. Contact: Persistence Market Research Teerth Technospace, Unit B-704 Survey Number - 103, Baner Mumbai Bangalore Highway Pune 411045 India Email: sales@persistencemarketresearch.com Web: https://www.persistencemarketresearch.com LinkedIn | Twitter
swara_353df25d291824ff9ee
1,877,984
NextUI Theme Generator
I've been using NextUI for quite some time, but I missed having a theme generator like other...
0
2024-06-05T11:44:41
https://dev.to/filipf/nextui-theme-generator-4lm5
webdev, ui, react, javascript
I've been using [NextUI](https://nextui.org/) for quite some time, but I missed having a theme generator like other component libraries have. So, I decided to create my own: [NextUI Theme Gen](https://nextui-themegen.netlify.app/). Feel free to give it a try. If you like it, don't forget to leave a star on [GitHub](https://github.com/xylish7/nextui-theme-generator). Thanks!
filipf
1,877,983
Top 10 Upcoming VR Games in 2024: Anticipated Adventures Await
As the virtual reality (VR) gaming landscape continues to evolve, anticipation builds for the next...
0
2024-06-05T11:40:04
https://dev.to/echo3d/top-10-upcoming-vr-games-in-2024-anticipated-adventures-await-3b0p
gaming, news, virtualreality, games
![Image by Freepik](https://cdn-images-1.medium.com/max/3376/1*WFvAiFCgD-8ZK1JvzfYHSA.png) As the virtual reality (VR) gaming landscape continues to evolve, anticipation builds for the next wave of immersive experiences set to hit the market in 2024. With advancements in technology and game design pushing the boundaries of what’s possible, players around the world eagerly await the release of new titles that promise to transport them to fantastical worlds, epic adventures, and thrilling challenges. From pulse-pounding action to thought-provoking narratives, the lineup of upcoming VR games boasts a diverse range of genres and gameplay experiences. Whether you’re a seasoned veteran or a newcomer to VR gaming, there’s something on the horizon to capture the imagination and ignite the senses. In this article, we’ll take a sneak peek at the top 10 most anticipated VR games slated for release in 2024. From futuristic sci-fi epics to mystical fantasy realms, these titles promise to deliver unforgettable journeys that blur the lines between reality and virtuality. So, strap on your headset, ready your controllers, and prepare to dive into the immersive worlds of tomorrow. ## **1\. Paint the Town Red VR** ![](https://cdn-images-1.medium.com/max/3200/0*JiH8rZ5JZGWZUnXr) [**Paint the Town Red VR**](https://store.steampowered.com/app/2474710/Paint_the_Town_Red_VR/) brings the chaotic first person melee combat into VR with unprecedented control. A fully immersive experience that places you directly into the world of Paint the Town Red, with a host of new features designed to take full advantage of VR. Paint the Town Red VR will be available on Meta Quest, PlayStation VR2, and Steam VR on **March 14, 2024**. ## **2\. Tiny Archers** ![](https://cdn-images-1.medium.com/max/2000/0*R5G2Px2uUga6KZwF) Draw your bow and defend the Northern Kingdom in this immersive VR tower defense archery game! Step into the role of the realm’s finest archer as you face waves of attacks from cunning goblins and ruthless orcs. [**Tiny Archers**](https://store.steampowered.com/app/2722120/Tiny_Archers_VR/) is already in Early Access on Quest, and will be available in **April 2024** on PC VR, Pico, Quest. ## **3\. Arken Age** ![](https://cdn-images-1.medium.com/max/2000/0*pNIqUywPBX8u2f9C) [**Arken Age**](https://store.playstation.com/en-us/concept/10009596) is a VR action-adventure game set in the Bio-Chasm — a terraformed fantasy world created by the Grand Arborist. Engage in full physics combat using Arkenite infused swords & guns — and freely explore the densely filled environments under siege by Hyperion’s neural corruption. Arken Age is coming **this year** on both PSVR 2 and PC VR. ## **4\. Border Bots VR** ![](https://cdn-images-1.medium.com/max/2532/1*nQsd4IiJjghU_Tnc0ArqHw.png) [**Border Bots VR**](https://store.steampowered.com/app/874440/Border_Bots_VR/) is a puzzle simulation set on a future earth where AI is in control. As a human border agent, you begin a new role as a booth operator at an AI travel border. Interact and check over a variety of robots as they try to get through security. The game has already been released on **February 8, 2024 and is available on PC VR, PSVR 2, Quest.** **Looking to build 3D and VR games like those on the list? Try** [**echo3D**](http://www.echo3d.com)! echo3D is a 3D asset management platform that enables developers to manage, update, and stream 3D content to real-time 3D/AR/VR apps and games. ![](https://cdn-images-1.medium.com/max/8786/1*VSqcpr7Vk3b9zXAbIzdxOA.png) ## 6\. Big Shots VR ![](https://cdn-images-1.medium.com/max/2000/0*vLUaqRwAasPy7Ps2) An experiment gone wrong unleashed a relentless alien invasion, plunging humanity into chaos. [Price Inc.](https://bigshots-vr.com/) initiated the [**BIG SHOTS**](https://store.steampowered.com/app/2666530/BIG_SHOTS/) Initiative to fight the invaders; this is where you come in, rookie. Become a Big Shot and take on the pivotal role of an alien exterminator. As you gear up and evolve your mech, you’ll venture deeper into infested areas in search of the source of all this mayhem. The game will be available in **Q1 2024** on PC VR, Pico, PSVR 2, Quest. ## 7\. Vail VR [**VAIL VR**](https://aexlab.com/vail-vr) is a virtual reality multiplayer competitive shooter. Emphasizing tactical gunplay, high-caliber combat, and a rich social layer. Experience team-based action and work together to achieve victory. Explore 12 maps with 30+ variations custom-made for each game mode. Vail VR is already in Early Access and will soon be available on **February 15, 2024** on [PC VR](https://store.steampowered.com/app/801550/VAIL_VR/), [Quest](https://www.meta.com/experiences/6625826934127580/). ## 8\. Swarm 2 ![](https://cdn-images-1.medium.com/max/2560/0*gynxo4T6HNp39poh) [**SWARM 2**](https://www.meta.com/en-us/experiences/5791805387504648/), the highly anticipated sequel to SWARM is an electrifying rogue-like shooter. With epic new environments, intoxicating rogue-like progression, and globally competitive leaderboards — this is what VR is really made for! The game will be released in **March 2024** on Quest only. ## 9\. Skydance’s Behemoth ![](https://cdn-images-1.medium.com/max/3200/0*fZlz7azcSnHDFtPR) Skydance Interactive, the studio behind The Walking Dead: Saints and Sinners, revealed their next VR game [**Behemoth**](https://www.behemothvr.com/) is being delayed by a year, now slated to arrive on all major headsets in late 2024. The studio confirmed the delay with UploadVR, also noting that the game now has a new name: Skydance’s Behemoth. It will be available on PC VR, PSVR 2, and Quest. ## 10\. Wanderer: The Fragments of Fate ![](https://cdn-images-1.medium.com/max/2000/0*JTstQfnVrNsBQPmP) Introducing [**Wanderer: The Fragments of Fate**](https://store.steampowered.com/app/2472940/Wanderer_The_Fragments_of_Fate/), a remake of the award winning, critically acclaimed VR time travel adventure game — Wanderer. Leave your passports at home, there’s no telling where you’ll go and who you’ll become as you venture back through the ages and unravel the mysteries of time. Wanderer: The Fragments of Fate will be released within **2024** and can be played on PC VR, PSVR 2, and Quest. With these exciting titles on the horizon, 2024 is shaping up to be a landmark year for VR gaming, offering players an unparalleled level of immersion and excitement. Get ready to embark on unforgettable adventures and explore new realms like never before. Here at echo3D we’re excited to help developers move their 3D assets to the cloud, allowing them to reduce their app size, update 3D content remotely, and stream new updates in real-time to different platforms, without the need to re-develop or re-deploy their apps. Businesses love us since we help them build better & more engaging 3D apps in a cost-effective way, and developers love us since we make their lives easier, with our seamless integration to all popular development environments, game engines, and XR frameworks and SDKs. ### [Try it for free](https://www.echo3d.com/signup/)! Create an account now and start building 3D/VR games. ### [Talk to us](https://www.echo3d.com/sales)! Get in touch with us to learn more about echo3D. > **echo3D** ([www.echo3D.com](http://www.echo3D.com)) is a 3D asset management platform that enables developers to manage, update, and stream 3D content to real-time 3D/AR/VR apps and games ![](https://cdn-images-1.medium.com/max/2000/0*rWnG4_1_KquUXuP5.png)
_echo3d_
1,877,982
GSB
Discover the ultimate grooming experience at Great Style Barbershop NYC. Our comprehensive barber...
0
2024-06-05T11:38:09
https://dev.to/alinkamalinka24/gsb-415b
Discover the ultimate grooming experience at Great Style Barbershop NYC. Our comprehensive [barber services](https://greatstylebarbershopnyc.com/services/) include everything from stylish haircuts to relaxing shaves, all performed by our expert team of barbers.
alinkamalinka24
1,877,981
Understanding Dependency Injection in Spring Boot
In simple terms DI means that objects do not initiate their dependencies directly. Instead they...
0
2024-06-05T11:35:31
https://dev.to/tharindufdo/understanding-dependency-injection-in-spring-boot-2ll0
dependencyinjection, java, springboot, programming
In simple terms DI means that objects do not initiate their dependencies directly. Instead they recive them from an external source. - When class A uses some functionality of class B, then its said that class A has a dependency of class B. **What is DI in Spring Framework?** Dependency Injection (DI) is a fundamental concept in Spring Framework that makes it possible to develop loosely coupled and easily testable code. In this blog, we'll explore what dependency injection is, how it works in Spring Boot, and provide examples to illustrate its usage. There are three main types of dependency injection: 1. Constructor Injection 2. Setter Injection 3. Field Injection ## Constructor Injection This is the most recommended way to acheive DI in Spring.It ensures that the dependency is not null and makes the class immutable. ``` import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; @Service public class TestService { private final TestRepository repository; @Autowired public TestService(TestRepository repository) { this.repository = repository; } public void performService() { repository.doSomething(); } } ``` In the example above, **TestService** class declares a dependency on **TestRepository**. The dependency is injected via the constructor, which is annotated with @Autowired. ## Setter Injection Setter injection allows the dependency to be injected through a setter method. This method is less preferred than constructor injection because it allows the object to be in an incomplete state. ``` import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; @Service public class TestService { private TestRepository repository; @Autowired public void setTestRepository(TestRepository repository) { this.repository = repository; } public void performService() { repository.doSomething(); } } ``` In this example, TestService class has a setter method setTestRepository, which is used to inject the TestRepository dependency. ## Field Injection Field injection is the least preferred method because it makes the class less testable and harder to maintain. It involves annotating the dependency field directly with @Autowired. ``` import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; @Service public class TestService { @Autowired private TestRepository repository; public void performService() { repository.doSomething(); } } ``` Here, TestRepository is injected directly into the field of TestService using @Autowired. ## Qualifiers When there are multiple beans of the same type, you can use @Qualifier to specify which bean should be injected. ``` import org.springframework.beans.factory.annotation.Autowired; import org.springframework.beans.factory.annotation.Qualifier; import org.springframework.stereotype.Service; @Service public class TestService { private final TestRepository myRepository; @Autowired public TestService(@Qualifier("specificRepository")TestRepository repository) { this.repository = repository; } public void performService() { repository.doSomething(); } } ``` In this example, @Qualifier("specificRepository") specifies that a particular implementation of TestRepository should be injected. ## Conclusion Dependency Injection is a powerful pattern that helps to create loosely coupled, maintainable, and testable applications. Spring Boot leverages dependency injection to manage the lifecycle and configuration of application components, making development more straightforward and efficient. By understanding and applying constructor, setter, and field injection, as well as using qualifiers when necessary, you can create robust Spring Boot applications. ## References https://www.baeldung.com/spring-dependency-injection https://www.baeldung.com/inversion-control-and-dependency-injection-in-spring https://docs.spring.io/spring-framework/reference/core/beans/dependencies/factory-collaborators.html Github : https://github.com/tharindu1998/SpringDependencyInjection
tharindufdo
1,877,980
Day 14 of 30 of JavaScript
Hey reader👋 Hope you are doing well😊 In the last post we have seen an introduction of OOPs. In this...
0
2024-06-05T11:33:44
https://dev.to/akshat0610/day-14-of-30-of-javascript-145a
webdev, javascript, beginners, tutorial
Hey reader👋 Hope you are doing well😊 In the last post we have seen an introduction of OOPs. In this post we are going to know about objects in JavaScript, we are going to start from very basic and take it to advanced level. So let's get started🔥 ## What are Objects? **In JavaScript, an object is a collection of properties**, where each property is associated with a key (also known as a name or identifier) and a value. Objects can be used to store related data and functionalities together, allowing for more organized and modular code. Example -: `const man={ name:"John", age:45, nationality:"Indian", country:"India" }` So this is a `man` object which has name, age, nationality and country as its properties. These properties are key-value pair the entity present on left side of colon is key and the entity to the right of colon is value. The object can contain methods too. The objects are dynamic in nature i.e. properties and methods can be added or deleted at any time. But you may be thinking that earlier we have defined objects as instace of classes but here we are defining it in other way?? 🤔 The reason is simple we are using objects in different ways due to the flexible nature of JavaScript. JavaScript is not class based OOPs but it does support class based OOPs in ES6. ## Creating a JavaScript Object ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/8l66g3slag5kd602cjez.png) **Using `new()`** ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9h55w9bi9ttl670zsxtx.png) **Object Literal** ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5ghghkimww9rybl9g3qd.png) **Using Constructor** Constructor Function is used to initialize the properties of a class or function. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/petotc1e2hzxhheqd3yw.png) So here to create person1 object we will call constructor function with name and age as arguments , the name key in constructor function will get value provided by us. Using constructor function we can define different objects of same type. These are the four ways through which we can create JavaScript object. ## Accessing and Modifying Properties We can the property of Object using `.`(dot) notation or `[]`(bracket) notation. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/wmb2mp86rsassn4awdle.png) Nearly everything in JavaScript is object, we have arrays as objects, maps as objects,dates as objects and many more are there. ## Object Prototype In simple terms, **the object prototype in JavaScript is like a blueprint or template that defines properties and methods that all objects inherit by default.** It's a way for objects to share behavior and functionality without duplicating code. Example-: ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0y7d6y25rypnlgmjxkve.png) Here you can see that we have defined a template for animal and later used this as prototype and with the help of this created a dog object. Now you may be thinking that we have constructor function through which we can create different objects of same type then why we are in need of this Prototype?🤔 So here are some reasons-: - Prototypes allow for more memory-efficient code. When you create objects using a constructor function, each instance gets its own copy of methods defined within the constructor. In contrast, methods defined on a prototype are shared among all instances, reducing memory usage. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2ptivvic3tkuf2jbzevx.png) In this case, person1 and person2 each have their own sayHello method, which consumes additional memory for each instance. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9dvizdsqld22eqzlq1ai.png) In this case, person1 and person2 both reference the same sayHello method defined on the prototype. This means that the method is stored only once in memory and shared among all instances, leading to memory savings. - Prototypes enable you to add or modify properties and methods dynamically, even after objects have been created. - You can extend built-in JavaScript objects, such as Array, String, and Object, by adding custom methods to their prototypes. This enables you to enhance the functionality of these objects to suit your specific needs. This is it for Objects I hope you have understood it well. In the coming blogs we will learn more about the objects. In the next blog we are going to learn about `this` keyword. Till then stay connected and don't forget to follow me . Thankyou🤍
akshat0610
1,877,979
Homeopathy Clinics in Singapore: A Comprehensive Guide
Homeopathy, a holistic system of medicine developed over two centuries ago, has gained significant...
0
2024-06-05T11:32:25
https://dev.to/vijay_bhadoriya_2885/homeopathy-clinics-in-singapore-a-comprehensive-guide-2kp8
Homeopathy, a holistic system of medicine developed over two centuries ago, has gained significant popularity worldwide, including in Singapore. This alternative medical practice offers natural and individualized treatments for various ailments. If you're searching for [homeopathy clinics in Singapore](https://www.wellnesshomeopathy.com.sg/faq/), this guide will help you understand what to expect and where to find the best practitioners. What is Homeopathy? Homeopathy is based on the principle of "like cures like," where substances that cause symptoms in a healthy person are used in diluted forms to treat similar symptoms in a sick person. Homeopathic remedies are made from natural substances, including plants, minerals, and animals, and are prepared through a process of serial dilution and succussion (vigorous shaking). This results in highly diluted solutions that are believed to stimulate the body's self-healing mechanisms. Why Choose Homeopathy? Homeopathy clinics in Singapore offer various treatments for acute and chronic conditions, including allergies, asthma, eczema, digestive disorders, anxiety, depression, and more. People opt for homeopathy because it is non-invasive, has minimal side effects, and focuses on treating the root cause of ailments rather than just the symptoms. Leading Homeopathy Clinics in Singapore 1. Homoeopathy & Natural Medicine Centre The Homoeopathy & Natural Medicine Centre is one of the most renowned homeopathy clinics in Singapore. It offers a wide range of homeopathic treatments for conditions such as skin disorders, respiratory issues, digestive problems, and emotional health. The clinic is known for its experienced practitioners who provide personalized treatment plans tailored to individual needs. 2. The Healing Point The Healing Point is another prominent homeopathy clinic in Singapore, specializing in holistic health and wellness. The clinic's approach integrates homeopathy with other complementary therapies, such as nutritional counseling and lifestyle advice, to promote overall well-being. Their team of qualified homeopaths ensures each patient receives customized care. 3. Natural Healing Centre Natural Healing Centre offers comprehensive homeopathic care for various health concerns. Their practitioners are well-versed in classical homeopathy and use high-quality remedies to address both physical and emotional health issues. The clinic's serene environment and dedicated staff make it a preferred choice for many seeking homeopathic treatments in Singapore. 4. Homeopathy Clinic Singapore Homeopathy Clinic Singapore is known for its commitment to providing safe and effective homeopathic solutions. The clinic addresses a wide array of health problems, including hormonal imbalances, chronic fatigue, migraines, and children's health issues. Their practitioners emphasize thorough consultations to understand each patient's unique health profile. 5. Integrative Medicine Clinic Integrative Medicine Clinic offers a blend of conventional and alternative medicine, with homeopathy being a key component of their treatment approach. The clinic focuses on treating chronic conditions and improving patients' overall quality of life. Their team of skilled homeopaths works alongside other healthcare professionals to deliver holistic care. What to Expect at a Homeopathy Clinic in Singapore When you visit a homeopathy clinic in Singapore, you can expect a detailed consultation where the practitioner will take a comprehensive medical history, including your physical, emotional, and mental health. This information helps the homeopath to prescribe the most suitable remedy tailored to your specific condition. Follow-up appointments are crucial to monitor progress and adjust treatments as needed. Homeopathy clinics in Singapore emphasize patient education, empowering individuals to take an active role in their health journey. Practitioners often provide guidance on diet, lifestyle changes, and other natural therapies to support the healing process. Conclusion Homeopathy clinics in Singapore offer a valuable alternative for those seeking natural and personalized healthcare solutions. With a focus on treating the whole person and addressing the root cause of health issues, homeopathy can be a beneficial complement to conventional medicine. Whether you're dealing with chronic conditions or looking for preventive care, the homeopathy clinics in Singapore provide expert guidance and effective treatments to enhance your well-being. If you're considering homeopathy, explore the leading homeopathy clinics in Singapore mentioned above. Each clinic offers unique strengths and expertise, ensuring you find the right fit for your health needs. Embrace the holistic approach of homeopathy and discover the potential for improved health and vitality.
vijay_bhadoriya_2885
1,877,978
Work with :through associations made easy
As explained in Rails association reference, defining a has_many association gives 17 methods. We'll...
0
2024-06-05T11:30:29
https://dev.to/epigene/work-with-through-associations-made-easy-36o2
rails, activerecord, associations
--- title: Work with :through associations made easy published: true description: tags: Rails,ActiveRecord,Associations cover_image: https://dev-to-uploads.s3.amazonaws.com/uploads/articles/7murv509jib4hf9ar7k1.jpg # Use a ratio of 100:42 for best results. # published_at: 2024-06-05 10:52 +0000 --- As explained in [Rails association reference](https://guides.rubyonrails.org/association_basics.html#methods-added-by-has-many), defining a `has_many` association gives **17** methods. We'll focus on the `collection_singular_ids=(ids)` part. ```rb class Book has_many :book_genres has_many :genres, through: :book_genres end class Genre has_many :book_genres has_many :books, through: :book_genres end # the tie model class BookGenre belongs_to :book belongs_to :genre end ``` Given a `book`, we'd get a `genre_ids=` (from `has_many :genres`). This method is very powerful. It's designed in such a way that you can use the value as-is straight from controller params in mass-assigment, and only the genres you specified would remain. Yes, `genre_ids=` will take care of identifying assocs being removed and new ones being added and only apply the change, not touching unchanged records! ```rb book.genre_ids #=> [1, 2] # this will delete the BookGenre record tying this book to genre 1 # and create a new one tying it to genre 3, leaving tie to 2 unchanged! book.update!(genre_ids: ["2", "3"]) book.genre_ids #=> [2, 3] ``` This only leaves validation errors. Say you want to validate that every book has at least one genre specified. Easy, you can even use a macro validation: ```rb Book.validates :genre_ids, length: { minimum: 1, message: :at_least_one_required } ``` The last piece of the puzzle is how will the form react. You may need to align what field/helper you are using, so validation errors color the field nice and red on any problems. ```rb <%= f.input :genre_ids %> # or maybe <%= f.association :genres %> ``` Just make sure the param being submitted is `:genre_ids`, so mass-assignment works. For StrongParams you may need to do this: ```rb params.require(:book).permit( :title, genre_ids: [] ). ```
epigene
1,878,216
Programming is similar to knitting? Well, for our brain it is.
For more content like this subscribe to the ShiftMag newsletter. As Emmy Cao (Developer Advocate,...
0
2024-06-12T11:49:56
https://shiftmag.dev/programming-similar-to-knitting-3498/
productivity, developerproductivit, development, emmycao
--- title: Programming is similar to knitting? Well, for our brain it is. published: true date: 2024-06-05 11:28:52 UTC tags: Productivity,DeveloperProductivit,development,EmmyCao canonical_url: https://shiftmag.dev/programming-similar-to-knitting-3498/ --- ![](https://shiftmag.dev/wp-content/uploads/2024/06/Emmy-Cao.png?x43006) _For more content like this **[subscribe to the ShiftMag newsletter](https://shiftmag.dev/newsletter/)**._ As [Emmy Cao](https://www.linkedin.com/in/emmycao/) (Developer Advocate, Wix) says, **our brain is plastic and fantastic** – it’s really good at changing and adapting. Also, it’s very efficient—if you do something every day, that behavior will become automatic. Let’s apply that to programming. ## Do, repeat – and be intentional! What’s the best new programming thing to learn or the best framework to use at the moment? Well, maybe that’s not THE question. For Emmy, the number one skill for developers is not tactical **but the ability to learn**. And for learning, repetition is the key. > When thinking about repetition and practice in programming, it’s important to be intentional. Consider the difficulty and context of your tasks. Are you challenging yourself? Are you improving within the same context or trying new ones? > > A common issue is **getting stuck in ‘tutorial hell** ‘, where you keep doing tutorials because they’re easy. To truly grow, you need to apply your knowledge, not just repeat it. In programming, adds Emmy, it’s often said, “If your GitHub doesn’t look like this, what are you doing?” But the best approach depends. “Are you focusing on one repository or multiple projects? Working long-term on one project hones specific skills while tackling various projects broadens your experience across different contexts.” ## Find the right challenge for your brain In addition to repetition, we should use proven methods from psychology and cognitive science to learn: **test our knowledge, add new challenges, and practice in varied contexts**. “[Pair programming](https://shiftmag.dev/pair-programming-benefits-challenges-563/) is beneficial because it exposes you to different workflows and thought processes. Rubber duck programming works because explaining your code linearly helps you understand it better”, says Emmy and adds: _Flow and focus states are crucial for productivity, and creativity often comes passively. Flow usually occurs when you’re really good at something but also find it challenging. It’s about finding the right challenge for your brain._ Other factors include **well-defined challenges, time constraints, and personal interest.** > The brain has two states of thinking: the default mode network and the task-positive network, or focus and diffuse states. Focused thinking is good for solving highly technical problems, while diffuse thinking allows for creativity and random thoughts. Taking breaks is important because it allows for diffuse thinking, leading to creative solutions. And don’t forget the Dunning-Kruger effect: **the loudest, most confident people often lack experience**. As you go deeper, you realize how much you don’t know. Beginners tend to be the most confident, while experts and intermediates often feel they’ll never master it all. The post [Programming is similar to knitting? Well, for our brain it is.](https://shiftmag.dev/programming-similar-to-knitting-3498/) appeared first on [ShiftMag](https://shiftmag.dev).
shiftmag
1,877,977
Looking to Hire a Node.js Developer? Here's Your Ultimate Guide
Are you in need of a skilled Node.js developer to take your project to the next level? Look no...
0
2024-06-05T11:27:05
https://dev.to/smith22/looking-to-hire-a-nodejs-developer-heres-your-ultimate-guide-g3l
Are you in need of a skilled Node.js developer to take your project to the next level? Look no further! In this comprehensive guide, we'll walk you through everything you need to know about hiring the perfect Node.js developer for your business. Why Node.js? Before we delve into the hiring process, let's quickly recap why Node.js is such a popular choice for web development projects. Node.js is a powerful JavaScript runtime built on Chrome's V8 JavaScript engine. It's renowned for its lightning-fast performance and scalability, making it ideal for building real-time web applications, APIs, and microservices. The Benefits of Hiring a Node.js Developer Scalability: Node.js allows for horizontal scaling, meaning you can easily add more nodes to your system to handle increasing traffic. Speed: Thanks to its non-blocking, event-driven architecture, Node.js excels at handling concurrent connections, resulting in blazing-fast performance. Full Stack Development: Node.js developers are often proficient in both front-end and back-end technologies, making them versatile assets to any development team. Vibrant Ecosystem: With a vast array of npm packages available, Node.js developers have access to a rich ecosystem of tools and libraries to streamline development. Community Support: Node.js boasts a large and active community of developers who contribute to its ongoing improvement and offer valuable support. How to Hire the Right Node.js Developer Define Your Requirements: Before you start the hiring process, clearly outline your project requirements, including technical skills, experience level, and project scope. Source Candidates: Reach out to your network, post job listings on relevant platforms, and consider partnering with reputable recruitment agencies specializing in tech talent. Screen Resumes: Review candidates' resumes to ensure they have the necessary skills and experience for the role. Look for experience with Node.js, JavaScript, frameworks like Express.js, and databases like MongoDB or PostgreSQL. Conduct Technical Interviews: Once you've shortlisted candidates, conduct technical interviews to assess their problem-solving abilities, coding skills, and familiarity with Node.js best practices. Evaluate Soft Skills: Don't forget to evaluate candidates' soft skills, such as communication, teamwork, and adaptability, as these are crucial for a successful collaboration. Check References: Reach out to previous employers or colleagues to verify candidates' qualifications and assess their performance in previous roles. Offer Competitive Compensation: To attract top talent, offer competitive compensation packages that reflect the candidate's skills, experience, and contributions to your project. Provide Growth Opportunities: Top Node.js developers are always looking for opportunities to learn and grow. Offer ongoing training, mentorship, and opportunities for career advancement to keep your team motivated and engaged. Conclusion [hire node js developer](https://gloriumtech.com/hire-node-js-developers/) is a crucial step towards building high-performing, scalable web applications. By following these steps and guidelines, you can ensure that you find the perfect candidate who not only meets your technical requirements but also aligns with your company culture and values. So what are you waiting for? Start your search for the perfect Node.js developer today and take your project to new heights!
smith22
1,877,975
Celebrating Opkey's New Status as an Official Workday Test Automation Partner
Today, I am thrilled to announce a significant milestone in Opkey's journey: we have officially been...
0
2024-06-05T11:23:04
https://www.opkey.com/blog/opkey-certified-as-an-official-workday-test-automation-partner
workday, test, automation
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2g8mp3vrdk0bk9nzjbnt.png) Today, I am thrilled to announce a significant milestone in Opkey's journey: we have officially been certified as a Workday Test Automation Partner. This achievement is a testament to our innovative approach to No-Code, AI-enabled test automation, as well as the dedication of the Opkey team. ‍ **The Path to Partnership** This certification is exciting because it aligns perfectly with our mission to streamline and transform how businesses test their enterprise applications. Workday stands out as one of the world's most innovative and essential enterprise applications. By obtaining Workday certification, we can leverage our technology to help an even broader range of customers.‍ **A Testament to Teamwork** Achieving this certification was no small feat, and it could not have been possible without the relentless pursuit of excellence by our team. I want to take a moment to express my deepest gratitude to every member of the Opkey family. Thank you to everyone, from our developers and engineers who tirelessly refined our platform to our sales and customer support teams that effectively communicate Opkey’s vision. Your dedication not only contributes to our continual growth but also ensures that we remain at the forefront of technological innovation in this industry. ‍ **Looking Forward** This partnership will allow us to better serve our existing customers and reach new ones within the Workday community. It will enable us to continue improving our offerings and expand our impact, helping more organizations to realize the benefits of effective test automation. ‍ **A Note of Thanks** Lastly, I want to thank you—our customers and partners—for your trust and support. Your feedback and engagement have been invaluable in shaping our platform and our company. We look forward to continuing to serve you with even greater effectiveness as a Workday Test Automation Partner. Here's to continued success and innovation! Warm regards, Pankaj Goel Founder & CEO, Opkey
johnste39558689
1,877,974
What are the Use Cases for BEP20 Tokens?
BEP20 tokens are important for the Binance Smart Chain (BSC) network. They are similar to Ethereum's...
0
2024-06-05T11:21:03
https://dev.to/elena_marie_dad5c9d5d5706/what-are-the-use-cases-for-bep20-tokens-1i5b
tokendevelopment
BEP20 tokens are important for the Binance Smart Chain (BSC) network. They are similar to Ethereum's ERC20 tokens but offer more features and efficiency. As the world of cryptocurrency grows, BEP20 tokens have become useful for various purposes, including digital payments and decentralized finance (DeFi). BEP20 is a type of token on the Binance Smart Chain, similar to Ethereum's ERC20 tokens. These tokens follow certain rules to ensure they work well across the BSC network. BEP20 tokens can represent many things, like money, shares, or physical items. For businesses looking to develop these tokens, partnering with a **[token development company in India](https://www.clarisco.com/token-development-company)** can provide the expertise needed to create and manage BEP20 tokens effectively. Primary Use Cases of BEP20 Tokens Digital Payments Advantages of Traditional Payment Methods BEP20 tokens offer numerous advantages over traditional payment methods, including lower transaction fees, faster processing times, and borderless transactions. These benefits make BEP20 tokens ideal for digital payments and remittances. Decentralized Finance (DeFi) Role in Lending and Borrowing Platforms BEP20 tokens play a pivotal role in DeFi platforms, enabling users to lend, borrow, and earn interest on their assets. Platforms like Venus and Cream Finance leverage BEP20 tokens to provide decentralized financial services. Staking and Yield Farming How Staking Works Staking involves locking up BEP20 tokens in a smart contract to support network operations, such as validating transactions. In return, stakers earn rewards, typically in the form of additional tokens. Token-Based Voting Systems Governance tokens, a subset of BEP20 tokens, empower holders with voting rights on platform decisions. This decentralized governance model ensures that users have a say in the future direction of the platform. BEP20 Tokens in Gaming BEP20 tokens are becoming popular as in-game currencies, offering gamers a smooth and secure way to buy, sell, and trade virtual goods. These tokens enhance the gaming experience by enabling real-world value transfers within virtual worlds. Additionally, non-fungible tokens (NFTs) can be created using BEP20 tokens, allowing for the creation and trading of unique digital assets. This integration opens up new possibilities in gaming, where players can own and trade rare items or collectibles, adding a new dimension to the gaming experience. Conclusion: BEP20 tokens are a versatile and powerful tool within the Binance Smart Chain ecosystem, supporting a wide range of applications from DeFi and gaming to digital payments and governance. Their growing adoption and ongoing innovations signal a bright future, despite the challenges of scalability, regulation, and security. As the crypto landscape continues to evolve, BEP20 tokens are poised to play a pivotal role in shaping the future of decentralized technologies. For businesses looking to leverage this potential, partnering with a **[BEP20 token development company in India](https://www.clarisco.com/bep20-token-development)** can provide the expertise and support needed to create and implement robust token solutions.
elena_marie_dad5c9d5d5706
1,877,969
Channel Your Inner Scrooge with Redshift Reserved Instances: Slash Your Cloud Bill Like a Boss
Feeling the pinch of ever-growing cloud costs? Does your monthly AWS bill make Ebenezer...
0
2024-06-05T11:20:42
https://dev.to/abhiram_cdx/channel-your-inner-scrooge-with-redshift-reserved-instances-slash-your-cloud-bill-like-a-boss-4kl1
redshift, aws
## Feeling the pinch of ever-growing cloud costs? Does your monthly AWS bill make Ebenezer Scrooge look like a free spender? Fear not, data wizard! Redshift Reserved Instances (RIs) are here to unleash your inner penny-pinching champion and transform you into a cloud cost-cutting crusader! But what are Redshift RIs, you ask? Imagine Redshift clusters as your personal data warehouse – a digital vault overflowing with precious information. RIs are like pre-paying rent on those virtual warehouses. Commit to using them for a set period (think one or three years), and Amazon rewards you with significant discounts – like a savvy shopper who snags a bulk discount on storage units! ## The Benefits of This Reserved Warehouse Strategy: - **Slash Your Cloud Bill:** Get ready to see those cloud costs plummet! RIs offer substantial savings compared to the standard on-demand pricing for Redshift clusters. The longer you commit, the deeper the discounts – the more upfront time you rent the warehouse, the cheaper the monthly rate. - **Predictable Spending, Happy Budgeting:** RIs bring predictability to your cloud expenses. No more bill shock at the end of the month – it's like having a fixed rent for your data warehouse, allowing you to plan and budget your data analysis endeavors with laser focus. - **Guaranteed Warehouse Availability:** With RIs, you secure the data storage space you need, ensuring your Redshift clusters are always at your beck and call. No more scrambling for storage space at the last minute – it's like reserving specific rooms in your data warehouse, guaranteeing you have the space to store all your analytical treasures. But hold on to your data goggles! Before you dive headfirst into RIs, there are a few things to consider: - **Commitment is Key:** RIs lock you into a usage term, so make sure your Redshift needs are predictable. Don't be like an overzealous apprentice who rents a giant warehouse to store a single potion – ensure your data workload justifies the RI investment. - **Pick the Right Warehouse Size:** Just like choosing the right cauldron size for your potion, selecting the appropriate RI type (size and configuration) is crucial. Picking the wrong size warehouse for your data storage needs could lead to inefficiencies – don't try to cram a mountain of information into a tiny storage unit. Redshift RIs can be your golden ticket to cloud cost savings, but a little planning goes a long way. By understanding your data usage patterns and selecting the optimal RIs, you can transform yourself into a master of cloud cost optimization. Remember, with the right approach, your data analysis projects won't just be insightful – they'll be downright frugal! Here is a [checklist for AWS Redshift Security](https://www.cloudanix.com/checklist/aws-redshift)
abhiram_cdx
1,877,931
Why using primary tracheal epithelial cells crucial for testing airborne drugs?
Tracheal epithelial cells are a crucial barrier for our lungs. These cells are in constant contact...
0
2024-06-05T11:20:11
https://dev.to/kosheeka/why-using-primary-tracheal-epithelial-cells-crucial-for-testing-airborne-drugs-i3g
primarycells, kosheeka, trachealepithelialcells, epithelialcells
Tracheal epithelial cells are a crucial barrier for our lungs. These cells are in constant contact with airborne pathogens and pollutants on a daily basis. These cells are part of regular research and are used in disease modeling, drug discovery, and tissue engineering. Researchers use these cells to test drugs for their aerosol transmission capabilities and effectiveness. These cells are collected when a donor agrees to tracheal tissue biopsies, which plays a crucial role in their availability. Hence, getting high-quality primary cells from a cell manufacturer that follows the strict guidelines for cell isolation, expansion, and delivery is the next best step. As an alternative, induced pluripotent stem cells (iPSCs) are used. However, it takes a long time to get the cells to look, act, and be characterized like tracheal epithelial cells. To expedite our research and get reproducible results that will lead to reproducible results in "in vivo systems" as well, you can turn to primary cells that have the same physiological signaling rather than testing it in an induced system. We have a blog ready for researchers just like you to discuss more about [tracheal epithelial cells](https://www.kosheeka.com/harnessing-the-potential-of-human-endothelial-cells-innovations-and-applications/) in research.
kosheeka
1,877,928
Code Integrity Unleashed: The Crucial Role of Git Signed Commits
Delve into the significance of Git signed commits and their role in ensuring code integrity. 🔐...
0
2024-06-05T11:17:48
https://dev.to/cloudnative_eng/code-integrity-unleashed-the-crucial-role-of-git-signed-commits-45ob
security, devops, github
Delve into the significance of Git signed commits and their role in ensuring code integrity. 🔐 Ensure Code Integrity: Git signed commits protect against unauthorized modifications, enhancing security in your software development process. 🛠️ Easy Setup: Sign commits using GPG or SSH keys with straightforward commands to ensure all contributions are verified. 📘 Time-Saving Guide: This article distills essential steps from official documentation, saving you time while providing necessary insights. 🔑 Key Management Tips: Learn how to manage and configure your signing keys for both individual repositories and globally across your system. 💡 Extra Insights: Discover unique tips and findings not fully covered in the official documentation to enhance your understanding. Read the full article [here](https://levelup.gitconnected.com/the-crucial-role-of-git-signed-commits-4b14e784f50c).
cloudnative_eng
1,877,927
How to Choose the Right Provider for Your WhiteLabel NFT Marketplace
The digital asset landscape is rapidly evolving, with non-fungible tokens (NFTs) creating unique...
27,548
2024-06-05T11:17:22
https://dev.to/aishikl/how-to-choose-the-right-provider-for-your-whitelabel-nft-marketplace-469f
The digital asset landscape is rapidly evolving, with non-fungible tokens (NFTs) creating unique opportunities for businesses. White-label NFT marketplaces have gained traction due to their customizable, ready-to-launch solutions that cater to the growing demand for digital collectibles, art, and media. These platforms democratize entry into the NFT space, allowing even those with limited technical expertise to launch their own branded marketplaces quickly and cost-effectively. This guide outlines the key steps and strategies for creating a successful white-label NFT marketplace, from selecting the right technology stack to ensuring security and compliance, ultimately helping businesses thrive in the competitive digital marketplace. #rapidinnovation#NFTMarketplace #DigitalAssets #WhiteLabelSolutions #BlockchainTechnology #NFTInnovation link: https://www.rapidinnovation.io/post/how-to-choose-the-right-provider-for-your-white-label-nft-marketplace
aishikl
1,877,929
Streamlining Flutter Development with FVM: A Comprehensive Guide
In large projects or for indie developers, managing multiple Flutter versions is challenging. FVM, by Leo Farias, simplifies this by allowing easy management and switching of Flutter versions via a practical CLI.
0
2024-06-05T11:16:00
https://dev.to/digoreis/streamlining-flutter-development-with-fvm-a-comprehensive-guide-4f2d
flutter, flutterversionmanagement, flutterdevelopment, devtools
--- title: "Streamlining Flutter Development with FVM: A Comprehensive Guide" published: true description: "In large projects or for indie developers, managing multiple Flutter versions is challenging. FVM, by Leo Farias, simplifies this by allowing easy management and switching of Flutter versions via a practical CLI." tags: - Flutter - FlutterVersionManagement - FlutterDevelopment - DevTools published_at: 2024-06-05 11:16 +0000 --- In large commercial projects or for indie developers who have numerous apps already developed, the biggest problem is always managing multiple versions of Flutter for all these projects. It is normal for frameworks to evolve, and with this, problems occur. We don't always have the time to migrate all projects to the latest version, or we have dependencies that need more time to be adapted to the latest version. This is where the solution provided by FVM, developed by Leo Farias, comes into play. FVM allows for the management of multiple Flutter installations and the ability to switch between them easily through a practical CLI. ## What is FVM? FVM is an open-source tool designed to make Flutter version management easier. It allows developers to install, manage, and switch between different Flutter versions seamlessly. Whether you are working on multiple projects that require different versions of Flutter or collaborating with a team, FVM ensures consistency and reduces the overhead of version conflicts. ## Key Features of FVM 1. **Version Isolation**: Keep project dependencies isolated by specifying a Flutter version for each project. 2. **Team Collaboration**: Ensure all team members use the same Flutter version, avoiding "it works on my machine" issues. 3. **Easy Version Switching**: Quickly switch between Flutter versions without the hassle of manually downloading and configuring them. 4. **Global and Local Versions**: Set global Flutter versions for all projects or override them with specific local versions per project. 5. **Fast Setup**: Install and set up specific Flutter versions quickly using simple commands. ## Instalation The installation steps are for operating systems, but it is available on the most common tools on each platform. It can be installed as a Flutter dependency, but this is the least recommended option since we want FVM to be an independent operating system tool for managing versions. ### macOS ```sh brew tap leoafarias/fvm brew install fvm ``` ### Windows ```sh choco install fvm ``` ### Linux ```sh curl -fsSL https://fvm.app/install.sh | bash ``` ### Dart ```sh dart pub global activate fvm ``` The project already has documentation on how to integrate management with the two main IDEs used, Android Studio (IntelliJ) and VS Code. It detects and indicates what needs to be configured in the project through a command: ```sh fvm doctor ``` ## Effortless Version Switching Switching between Flutter versions is hassle-free with FVM. Whether you’re testing a new Flutter release or maintaining an older project, FVM allows you to switch versions with a single command. ```sh fvm install 3.19.2 fvm use 3.19.2 ``` This command sets Flutter version 3.19.2 for your current project, ensuring everyone on your team is using the same version. That's the config `.fvmrc` file generate inside the project folder. ```json { "flutter": "3.19.2" } ``` This sets the global Flutter version to 3.22.0, which will be used across all your projects unless overridden locally. ```sh fvm global 3.22.0 ``` ## For teams In the case of teams, it is always interesting to have a way to ensure that everyone on the team knows the correct library version required for the project. Once the local version is within the project directory, it can be easily configured with just one command. ```sh fvm install -s ``` ## Beta Another case is to check if the application continues to exhibit the same behavior in the **beta** version of the library. Mobile applications, in particular, benefit greatly from always using the latest version, which typically brings improvements that can help enhance their performance in app stores. ```sh fvm install beta -s ``` ## Conclusion As the Flutter development environment grows and becomes a productivity tool for developers, it is normal for the ecosystem tools that allow us to manage and maintain high performance in projects to grow as well. FVM is a very interesting tool that every Flutter developer should keep an eye on.
digoreis
1,877,922
The Wizard's Guide to GORM and PostgreSQL: Upsert with Ease
Interesting story. You have two PostgreSQL tables related to each other in a one-to-many...
0
2024-06-05T11:13:45
https://dev.to/kochurovro/conquering-postgresql-challenges-upserting-records-with-gorm-magic-1mnd
Interesting story. You have two PostgreSQL tables related to each other in a one-to-many relationship. ``` type Availability struct { ID int64 `gorm:"column:id;primaryKey"` ProductID int64 `gorm:"column:product_id"` Enabled bool `gorm:"column:enabled;not null"` Dates []*Dates `gorm:"foreignKey:AvailabilityID"` } type Dates struct { ID int64 `gorm:"column:id;primaryKey"` AvailabilityID int64 `gorm:"column:availability_id;foreignKey:Availability" json:"availability_id"` Date string `gorm:"column:date"` } ``` And such an index product_availability_dates_uindex(AvailabilityID, date) in the Dates table. You need to update the Enabled field in the Availability table using GORM. If such a record does not exist, create it. ``` func (that *AvailabilityRepo) Upsert(ctx context.Context, pa []*model.ProductAvailability) error { for _, a := range pa { tx := that.db.WithContext(ctx).Model(&model.ProductAvailability{}). Where("product_id = ?", a.ProductID). Update("enabled = ?", a.Enabled) if tx.Error != nil { return fmt.Errorf("%w: failed to update product availability", tx.Error) } if tx.RowsAffected == 0 { if err := tx.Create(&a).Error; err != nil { return fmt.Errorf("%w: failed to create product availability", err) } } return nil } } ``` Problem 1. We need to return the ID if the field is updated. Currently, the ID is not being returned. We try to pass the instance of the object directly in the Model. This method seems to work, but not for me. ``` func (that *AvailabilityRepo) Upsert(ctx context.Context, pa []*model.ProductAvailability) error { for _, a := range pa { tx := that.db.WithContext(ctx).Model(&a). Where("product_id = ?", a.ProductID). Update("enabled = ?", a.Enabled) if tx.Error != nil { return fmt.Errorf("%w: failed to update product availability", tx.Error) } if tx.RowsAffected == 0 { if err := tx.Create(&a).Error; err != nil { return fmt.Errorf("%w: failed to create product availability", err) } } return nil } } ``` Why the above update did not work for me. The first reason, it makes me want to wash my hands after such an approach. The second reason is that the tables are connected through a unique index. And GORM, by some internal magic, returns an error because the uniqueness index is triggered. You didn't touch the dates field, but the error will be related to this index. How I solved the problem for myself: ``` func (that *AvailabilityRepo) Upsert(ctx context.Context, pa []*model.ProductAvailability) error { for _, a := range pa { idContainer := model.ProductAvailability{} tx := updatesBuilder(that.db.WithContext(ctx).Model(&idContainer). Clauses(clause.Returning{Columns: []clause.Column{ {Name: "id"}, }}). Where("product_id = ?", a.ProductID), deprecate, a) if tx.Error != nil { return fmt.Errorf("%w: failed to update product availability", tx.Error) } if tx.RowsAffected == 0 { if err := tx.Create(&a).Error; err != nil { return fmt.Errorf("%w: failed to create product availability", err) } } if a.ID == 0 { a.ID = idContainer.ID } } return nil } ```
kochurovro
1,877,926
Mustard and serving hatches (or 'How I explain what I'm learning to my parents…')
I recently rediscovered a load of blogs I wrote during bootcamp in 2019. It felt good to retrospect...
0
2024-06-05T11:12:06
https://dev.to/calier/christmas-cards-and-serving-hatches-or-how-i-explain-what-im-learning-to-my-parents-276d
learning, bootcamp, programming, beginners
_I recently rediscovered a load of blogs I wrote during bootcamp in 2019. It felt good to retrospect and I'm also pretty proud of them, so I'll be reposting some of them here...._ ![Cartoon strip with 2 characters trying to make a computer work](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nadhvnznq20zghdwfhs4.png) I'm 11 weeks into coding bootcamp and my mind is turning towards a subject for my next blog. This weekend is a little different from the previous ones - all the code challenges have been taken and passed, next week we continue working on our paired projects and then its onto the final module, the one where all our learning comes together in projects we will conceive and build by ourselves. We have all written and given our Flatiron School Presents presentations. There are no labs to be done in preparation for a week of lectures on an entirely new topic. It feels like the first real chance to breathe since this whole intense experience began, a brief moment of calm before module 5 kicks off. Unsurprisingly my mood is somewhat reflective. We had a presentation in our first module, a key theme of which was perspective. It is only after you've travelled a way down a road that you can pause to take a look over your shoulder to see where you've been, to look at the same place from the opposite direction and with the wisdom and benefit of hindsight. I don't come from a computer-literate family, in the sense that lots of developers often seem to. In junior school we had a single BBC Micro computer in the classroom that we could take turns playing Podd on, then when the Gameboy came out me and my sister would spend hours playing Tetris and Super Mario Brothers, but I wasn't involved in anything deeper than switching a console on or typing 'Podd can jump'. I didn't have any idea what programming was or how the games were made but I did love breaking things apart and putting them back together, so I ended up becoming a car mechanic. So when I found myself changing careers many years later, my family (and at first myself) were surprised at my choice but supportive nonetheless. (My amazing mum was still playing with my Mod1 CLI game way after everyone else had drifted out of the room.) Catching up over dinners at the weekend they say "so what are you learning at the moment?". I take a breath and think about how best to describe the stuff I'd just learned that week and wasn't even sure how well I understood it yet. Explaining something to someone else is a great way to check your own grasp on a subject. It's one of the reasons we write blogs during bootcamp and beyond. I often need to relate what I'm learning to something tangible, which means my conversations with my family go something like this: "I'm learning about how the internet works; what happens when you press a button on a webpage; how the front and back end interact." ![A man looks very confused](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/iuyhshrwljrqz4pq3vwk.jpg) "The what and the what?" "Frontend and Backend? Well, you know when you come to ours for dinner, you all sit at the table and I'm in the kitchen still, and I usually stick my head through the hatch and ask you if you want any condiments? Well you're at the front end, the fridge is the back end, and I'm whats called a server. When you ask me for mustard, or click on a link to go to a new webpage, that's a request from the frontend, or the 'client'. You requested mustard so I have a look in the fridge, which is a database where all the condiments - or web pages (more specifically all the text, pictures and instructions for how to style them) are stored. Once I find it, I take it back to the hatch, stick my arm through and pass it to you… that's the job of the server - go get the thing the client (browser) asked for, and serve it up to them so it can be looked at on the computer screen. Or in your case, spread onto your steak." There's also a story about what variables are and how (and why) we pass them, explained in the context of Mum and Dad writing the Christmas cards. I'll save that for another time. ![A cartoon character holds a skateboard and waves. The caption reads: "Cool story bro!"](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ffa7sylyc0cjmvml1k15.gif) When I realise I'm losing them, I adjust my approach but smile inwardly because I also realise that I'm getting it. The coding journey started for me when I went to my first Girls Code MK meetup just a year ago: I always thought coding was beyond me but within the hour they'd helped me display a picture of kitten, and I even knew how to change the colour of the border. I can't wait to go back there in a few weeks armed with my newfound knowledge, and perhaps use it to help another woman or girl get started on her journey. I might need to work on my stories though.
calier
1,877,925
lá số tử vi
Tử Vi, hay Tử Vi Đẩu Số, là một bộ môn huyền học được dùng với các công năng chính như: luận đoán về...
0
2024-06-05T11:10:46
https://dev.to/dongphuchh023/la-so-tu-vi-3fkc
Tử Vi, hay Tử Vi Đẩu Số, là một bộ môn huyền học được dùng với các công năng chính như: luận đoán về tính cách, hoàn cảnh, dự đoán về các " vận hạn" trong cuộc đời của một người đồng thời nghiên cứu tương tác của một người với các sự kiện, nhân sự.... Chung quy với mục đích chính là để biết vận mệnh con người. Lấy [lá số tử vi](url) để làm gì ? Xem lá số tử vi trọn đời có bình giải chi tiết sẽ giúp cho quý bạn mệnh biết về tương lai, vận hạn theo các năm. Khi lấy lá số tử vi theo giờ sinh và ngày tháng năm sinh thì quý bạn cần khám phá phần luận giải lá số để nắm bắt vận mệnh của chính mình. Lá số tử vi trọn đời mang yếu tố tham khảo giúp quý bản mệnh tránh việc không nên, tăng cường việc tốt từ đó có một cuộc sống suôn sẻ và nhiều may mắn. Lá số tử vi trọn đời thể hiện điều gì ? Trên mỗi lá số tử vi sẽ thể hiện các phương diện cuộc sống của quý bản mệnh theo từng năm tuổi cụ thể như: công danh, sự nghiệp, gia đạo, tình duyên, tiền tài, sức khỏe, anh chị em, quan hệ xã hội... Để tra cứu và lấy lá số tử vi trọn đời trực tuyến miễn phí quý bạn cần cung cấp đầy đủ và chính xác nhất về họ tên, giờ sinh, ngày sinh, tháng sinh, năm sinh và giới tính. Ngoài ra: cách xem lá số tử vi có thể thay đổi theo các năm. Vì vậy để luận đoán và có cái nhìn chính xác nhất về tương lai và vận mệnh của mình trong năm Kỷ Hợi 2019 cũng như trong năm Canh Tý 2020. Quý bạn nên lấy lá số tử vi 2019 và cách lập lá số tử vi để tham khảo chi tiết tử vi năm 2020 của mình, cũng như phân tích và khám phá lá số tử vi trọn đời của các năm khác. Xem thêm tại: https://tuvi.vn/lap-la-so-tu-vi
dongphuchh023
1,877,924
Volatile, DCL, and synchronization pitfalls in Java
Author:Konstantin Volohovsky What if common knowledge is actually more nuanced, and old familiar...
0
2024-06-05T11:10:28
https://dev.to/anogneva/volatile-dcl-and-synchronization-pitfalls-in-java-186f
java, programming, coding
Author:Konstantin Volohovsky What if common knowledge is actually more nuanced, and old familiar things like Double\-checked locking are quite controversial? Examining the code of real projects gives this kind of thought\. In this article, we'll discuss the results of the examination\. ![](https://import.viva64.com/docx/blog/1128_parallel_pitfalls/image1.png) ## Introduction Not so long ago, as part of my work routine related to checking open\-source projects using PVS\-Studio, I checked the newly released 24th version of the well\-known [DBeaver](https://github.com/dbeaver/dbeaver) project\. I was pleasantly surprised by the quality of its code — the fact that developers use static analysis tools doesn't go to waste\. However, I kept digging and found some suspicious code fragments that caught my eye\. They were so conspicuous that I've decided to dedicate an article to each of them\. So, welcome to the first part of the series\. ## Thread\-unsafe programming ### What am I talking about? Parallel programming has many pitfalls\. Of course, not only in Java, as its evil \(or good :\) \) twin brother C\# can easily make you stumble when using [events](https://pvs-studio.com/en/docs/warnings/v3083/) in parallel scenarios\. Asynchronous and multithreaded errors are often the most difficult to catch\. Below, we'll look at three types of such errors\. The first one is the non\-atomic change of volatile variables\. ### What's volatile again? The [documentation](https://docs.oracle.com/javase/tutorial/essential/concurrency/atomic.html) tells what the *volatile* keyword does: 1. It prevents each cache from being used by different threads\. This ensures that changes to a variable are immediately visible to all threads\. 1. It sets a happens\-before relationship between a variable and read/write, thus prohibiting optimizations based on changing the order of operations\. You can see how this keyword works with a simple example of a thread waiting for a variable to change: ```cpp private static volatile String str; public static void main() throws InterruptedException { new Thread(() -> { while (str == null) { } System.out.println(str); }).start(); Thread.sleep(1); str = "Hello World!"; } ``` If we remove *volatile*, the loop becomes infinite\. At least in my case\. The result can be highly dependent on the JVM and hardware\. <spoiler title="How can we see happens-before in action, though?"> If we change the example a bit by adding a bound variable, the happens\-before mechanism becomes clearer: ```cpp private static String str; private static volatile boolean flag = false; public static void main() throws InterruptedException { new Thread(() -> { while (!flag) { } System.out.println(str); }).start(); Thread.sleep(1); str = "Hello World!"; flag = true; } ``` If we had **only** a visibility guarantee, the compiler or processor could reverse the order of assigning operations to the *str* and *flag* variables\. Then we'd have a chance to get into *System\.out\.println\(str\)* when *str* is still *null*\. However, the happens\-before principle ensures that the write that precedes the write in the volatile variable remains where it's supposed to be\. </spoiler> ### Race Even though we have variable visibility, it's certainly not enough to get parallel threads to operate properly: ```cpp private static volatile int counter = 0; private static void increment() { Thread.sleep(1); counter++; } public static void main() { var threads = Stream.generate(() -> new Thread(Main::increment)) .limit(100) .toList(); threads.forEach(Thread::start); while (threads.stream().anyMatch(Thread::isAlive)) { Thread.yield(); } System.out.println(counter); } ``` Such code always returns a number less than 100\. This isn't surprising, since the increment operation isn't atomic, and one thread can squeeze through the other\. This can happen between the operations of taking the old *counter* value and incrementing it by 1\. There can be two fixes, one easier than the other: <spoiler title="Atomic types"> Let's use special data types that provide a ready\-made interface for working from multiple threads\. In this case, it's *AtomicInteger*\. ```cpp private static final AtomicInteger counter = new AtomicInteger(0); private static void increment() { Thread.sleep(1); counter.incrementAndGet(); } ``` </spoiler> <spoiler title="Synchronization"> Let's just add the *synchronized* keyword \(or the *synchronized* block\)\. This ensures that only one thread can perform operations in this method\. ```cpp private synchronized static void increment() { Thread.sleep(1); counter++; } ``` </spoiler> ### Case study If you thought that this is basic knowledge and nobody would make the above mistake in real projects, then\.\.\. you're almost right\. I found three fragments in DBeaver where the *volatile* variables of primitive types are handled\. And, as it often happens in real life, the cases aren't so simple\. A dangerous situation may occur in some of them, but for the most part nothing terrible can happen\. Nevertheless, here are these three fragments: <spoiler title="Counting active operations"> ```cpp public class MultiPageWizardDialog extends .... { .... private volatile int runningOperations = 0; .... @Override public void run(....) { .... try { runningOperations++; // <= ModalContext.run( runnable, true, monitorPart, getShell().getDisplay() ); } finally { runningOperations--; // <= .... } } } ``` The PVS\-Studio warnings: * [V6074](https://pvs-studio.com/en/docs/warnings/v6074/) Non\-atomic modification of volatile variable\. Inspect 'runningOperations'\. MultiPageWizardDialog\.java\(590\) * [V6074](https://pvs-studio.com/en/docs/warnings/v6074/) Non\-atomic modification of volatile variable\. Inspect 'runningOperations'\. MultiPageWizardDialog\.java\(593\) We have two warnings for the price of one, and it's also the only fragment of code where there's a tangible risk\. It would seem that we have a reference case that is almost identical to the artificially created example above\. However, if we take a closer look at the name of the class and the method where everything happens \(*MultiPageWizardDialog* and *run*, respectively\), it becomes clear that we're dealing with UI\. It's very unlikely, if at all possible, that a real race condition can occur here\. However, if we imagine that the *run* method would be executed simultaneously by multiple threads, the value of *runningOperations* could easily be incorrect\. </spoiler> <spoiler title="Progress drawing"> ```cpp private volatile int drawCount = 0; .... private void showProgress() { if (loadStartTime == 0) { return; } if (progressOverlay == null) { .... painListener = e -> { .... Image image = DBeaverIcons.getImage( PROGRESS_IMAGES[drawCount % PROGRESS_IMAGES.length] ); .... }; .... } drawCount++; .... } ``` The PVS\-Studio warning: [V6074](https://pvs-studio.com/en/docs/warnings/v6074/) Non\-atomic modification of volatile variable\. Inspect 'drawCount'\. ProgressLoaderVisualizer\.java\(192\) Looks like the least dangerous code snippet: *drawCount* is used as a progress image selector, providing a cyclic scrolling index\. Firstly, it seems that the cost of making a mistake in such a code fragment isn't the highest\. Secondly, the very fact of accessing drawing from multiple **parallel** threads sounds questionable\. If the latter assumption is correct, then the *volatile* modifier is redundant here\. </spoiler> <spoiler title="Tracking number of initializations"> The analyzer issues a warning for the following code: ```cpp private volatile int initializedCount = 0; .... public CompareObjectsExecutor(CompareObjectsSettings settings) { .... initializeFinisher = new DBRProgressListener() { @Override public void onTaskFinished(IStatus status) { if (!status.isOK()) { initializeError = status; } else { initializedCount++; } } }; .... } ``` The PVS\-Studio warning: [V6074](https://pvs-studio.com/en/docs/warnings/v6074/) Non\-atomic modification of volatile variable\. Inspect 'initializedCount'\. CompareObjectsExecutor\.java\(130\) This fragment looks more dangerous then the others\. For now, however, we lack any context, so we need to look at where *initializeFinisher* and *initializecCount* are used: ```cpp this.initializedCount = 0; for (DBNDatabaseNode node : nodes) { node.initializeNode(null, initializeFinisher); .... } while (initializedCount != nodes.size()) { Thread.sleep(50); if (monitor.isCanceled()) { throw new InterruptedException(); } .... } ``` This is what we have: 1. the counter is reset; 1. its increment is triggered in *node\.initializeNode*; 1. next, all nodes are checked for being initialized\. Otherwise, the thread sleep occurs for 50 milliseconds\. It would seem to be a reference case: if two threads increment a counter at the same time, all logic breaks\. Right? No, there are no threads in *node\.initializeNode*\. There's nothing at all in there :\) ```cpp public boolean initializeNode( DBRProgressMonitor monitor, DBRProgressListener onFinish ) throws DBException { if (onFinish != null) { onFinish.onTaskFinished(Status.OK_STATUS); } return true; } ``` Anyway, while *DBRProgressListener* is indeed used in parallel scenarios, this isn't the case\. For *initializedCount*, *volatile* just seems redundant, as does the loop that checks the number of initializations\. </spoiler> ### Unexpected twist Earlier, we looked at simple examples with primitive types\. Is it enough to mark the reference type field as volatile to ensure similar behavior? Nope\. You can learn more [here](https://wiki.sei.cmu.edu/confluence/display/java/CON50-J.+Do+not+assume+that+declaring+a+reference+volatile+guarantees+safe+publication+of+the+members+of+the+referenced+object)\. By modifying the previous example a bit, we can easily get an infinite loop again: ```cpp private static class Proxy { public String str; } private static volatile Proxy proxy = new Proxy(); public static void main() throws InterruptedException { var proxy = Main.proxy; new Thread(() -> { while (proxy.str == null) { } System.out.println(proxy.str); }).start(); Thread.sleep(1); proxy.str = "Hello World!"; } ``` One possible fix is to mark the *str* field as volatile, and then everything will work as before\. As for the *proxy* field, there's no point in marking it in any way\. <spoiler title="Here's the fixed code:"> ```cpp private static class Proxy { public volatile String str; } private static Proxy proxy = new Proxy(); public static void main() throws InterruptedException { var proxy = TaskRunner.proxy; new Thread(() -> { while (proxy.str == null) { } System.out.println(proxy.str); }).start(); Thread.sleep(1); proxy.str = "Hello World!"; } ``` </spoiler> So, is there a point in marking the reference field as volatile? This is where we finally come to the Double\-checked locking pattern\. ## Double\-checked locking ### Why? This [pattern](https://java-design-patterns.com/patterns/double-checked-locking/) is used as a high\-performance way to implement lazy initialization in a multi\-thread environment\. The idea is quite simple: a normal check is performed before the "heavy" check in the synchronized block\. The control flow continues only if the requested resource hasn't been created yet\. The implementation seems really simple: ```cpp public class HolderThreadSafe { private volatile ResourceClass resource; public ResourceClass getResource() { if (resource == null) { synchronized (this) { if (resource == null) { resource = new ResourceClass(); } } } return resource; } } ``` The pattern is most often used to create singletons and for delayed initialization of heavy objects\. Is it really that simple, though? ### Is it an anti\-pattern? This pattern has a rather amusing feature\. [It doesn't work](https://www.cs.umd.edu/~pugh/java/memoryModel/DoubleCheckedLocking.html)\. At least if you're about the same age as dinosaurs, and you're using a Java version lower than 5\. Stay tuned, though\! In fact, this is a key point in our story :\) So, what has changed in JDK 5? This is when developers added the *volatile* keyword\. Now, you can immediately catch me out and say that in the example above, the *resource* is marked as volatile\. However, if I were you, I'd take a step back and look at the code\. What exactly is the issue here? Here's the order of actions: 1. *resource* is checked for *null*\. This point can be traversed by multiple threads simultaneously; 1. The synchronized block is accessed\. Only one thread can get in there: * in the second check, the first thread that did this makes sure that *resource* isn't created yet and then creates it; 1. The other threads that passed the first check access the synchronized block one at a time: * they see that *resource* is already created, and they go out of there; 1. Everybody's satisfied and happy\. Why do we need *volatile* if we use synchronization to control the access to the field? The thread value visibility isn't an obstacle here, really, but we have two issues: * the operation of creating an object **isn't atomic** \(there are no issues with primitive types, except for the 64\-bit ones\); * by default, both the compiler and lower\-level systems are allowed to **override the operation order**\. This means that the consequences of such optimizations can be unpredictable\. For example, the compiler can inline the constructor and change the order of field initialization in any way possible\. As a result, an object may be marked as created\. Another thread sees this, starts using it, and finds uninitialized fields there\. The happens\-before principle described above saves us from this\. Thanks to the volatile variables, double\-check locking works since the fifth version of Java\. ### So, is it a pattern after all? What made me delve so deeply into the theory? It was another analyzer warning that has been issued for the next method of the DBeaver project: ```cpp private List<DBTTaskRun> runs; .... private void loadRunsIfNeeded() { if (runs == null) { synchronized (this) { if (runs == null) { runs = new ArrayList<>(loadRunStatistics()); } } } } ``` [V6082](https://pvs-studio.com/en/docs/warnings/v6082/) Unsafe double\-checked locking\. The field should be declared as volatile\. TaskImpl\.java\(59\), TaskImpl\.java\(317\) It's funny that the [pattern collection](https://java-design-patterns.com/patterns/double-checked-locking/#applicability) I mentioned earlier lists the following drawback: > Complex implementation can lead to mistakes, such as incorrect publishing of objects due to memory visibility issues\. Obviously, this is exactly what happened in this case :\) Let's return to the question I asked in the theoretical part of the article: > So, is there a point in marking the reference field as volatile? Back then, I cheated and deliberately omitted the obvious thing\. When we change an object field, we don't touch the variable containing the object reference in any way\. However, when the variable is **overwritten**, all information specified in that section becomes relevant again\. So, even with the aforementioned limitations \(a volatile field doesn't guarantee the safe publication for the members of the object it references\), there are use cases, and this is one of them\. ### Or is it, though?\! It seems that the fix in this case is obvious: just mark the *runs* list as the volatile variable\. This resolves the issue\. However, I suggest that you remember the purpose of the pattern: > The Double\-Checked Locking pattern aims to reduce the overhead of acquiring a lock by first testing the locking criterion \(the 'lock hint'\) without actually acquiring the lock\. Only if the locking criterion check indicates that locking is necessary does the actual locking logic proceed\. So, we have a pattern that's designed for optimization\. What could be the issue here? Here's a hint: do you remember my comment about dinosaurs? :\) This pattern was born a **long** time ago, when *synchronized* methods were very slow\. Today, both JVM and hardware performance have advanced significantly\. So, the risk of such errors makes it expensive to use this \(micro\)optimization\. If we talk only about singletons, initializing them as a class field is sufficient for the thread safety: ```cpp class Holder { static SomeSingleton singleton = new SomeSingleton(); } ``` In other cases, we can just use synchronized methods, unless everything else is already optimized\. By the way, since I've mentioned C\# before, I'll do it again\. Funny enough, the exact same issue exists there too, as we've [written about before](https://pvs-studio.com/en/blog/posts/csharp/0715/)\. ### Another unexpected twist Should we use synchronized methods? What if the developers are already doing this? In that case, the *volatile* field would simply be redundant\. It's used in 20 code fragments, let's look at a random three: <spoiler title="One"> ```cpp void addNewRun(@NotNull DBTTaskRun taskRun) { synchronized (this) { loadRunsIfNeeded(); runs.add(taskRun); while (runs.size() > MAX_RUNS_IN_STATS) { runs.remove(0); } flushRunStatistics(runs); } TaskRegistry.getInstance().notifyTaskListeners(....); } ``` Okay, we immediately found a fragment where it's used four times, but there's also a *synchronized* block here\.\.\. </spoiler> <spoiler title="Two"> ```cpp private void loadRunsIfNeeded() { if (runs == null) { synchronized (this) { if (runs == null) { runs = new ArrayList<>(loadRunStatistics()); } } } } ``` Here we have three more for the price of one and *synchronized* again\. Have I really just been messing with your heads all this time? </spoiler> <spoiler title="Three"> ```cpp @Override public void cleanRunStatistics() { Path statsFolder = getTaskStatsFolder(false); if (Files.exists(statsFolder)) { .... } if (runs != null) { runs.clear(); } flushRunStatistics(List.of()); TaskRegistry.getInstance().notifyTaskListeners(....); } ``` Gotcha\! If we follow the uses of this method, there's no synchronization anywhere above\. So, we've found what we've been looking for\. By the way, this fragment isn't the only one\. </spoiler> What was the need for this performance if I could just show you a snippet without synchronization? This is just another [potential vulnerability](https://pvs-studio.com/en/docs/warnings/v6102/)\. Its presence alone can cause a race condition in addition to making possible the consequences of a double\-check locking error\. So, it'll take a little more effort to fix that code fragment, because while we were analyzing one bug, another bug was found\. ## Conclusion I hope you enjoyed diving into the wonderful world of parallel programming pitfalls with me\. Many people claim that if you've ever had to use volatile variables or the double\-checked locking pattern, you've already done something wrong\. Or you're an expert and you knew exactly what you were doing :\) Still, I think this note sums up the content of the whole article pretty well: the rabbit hole is deep, indeed\. At least it's deep enough to be twice as careful when dealing with the topic of the article\. If you'd like to search for those or other errors in your project, you may try PVS\-Studio for free by following [this link](https://pvs-studio.com/en/pvs-studio/try-free/?utm_source=website&utm_medium=habr&utm_campaign=article&utm_content=1128)\. I'd also like to remind you that these aren't all the interesting things you can find in [DBeaver](https://github.com/dbeaver/dbeaver), — more articles are coming soon\. I'll add links here as soon as they're released\. In the meantime, I'd recommend subscribing to my [X\-twitter](https://x.com/kvolokhovskii), so you don't miss their release\.
anogneva
1,877,921
Abstract Syntax Tree In TypeScript
Hello everyone, السلام عليكم و رحمة الله و بركاته Abstract Syntax Trees (ASTs) are a fundamental...
0
2024-06-05T11:08:33
https://dev.to/bilelsalemdev/abstract-syntax-tree-in-typescript-25ap
programming, typescript, javascript, webdev
Hello everyone, السلام عليكم و رحمة الله و بركاته Abstract Syntax Trees (ASTs) are a fundamental concept in computer science, particularly in the realms of programming languages and compilers. While ASTs are not exclusive to TypeScript, they are pervasive across various programming languages and play a crucial role in many aspects of software development. ### Importance of ASTs 1. **Compiler Infrastructure**: ASTs serve as an intermediary representation of code between its textual form and machine-executable instructions. Compilers and interpreters use ASTs to analyze, transform, and generate code during the compilation process. 2. **Static Analysis**: ASTs enable static analysis tools to inspect code for potential errors, security vulnerabilities, or code smells without executing it. Tools like linters, code formatters, and static analyzers leverage ASTs to provide insights into code quality and maintainability. 3. **Language Features**: ASTs facilitate the implementation of advanced language features such as type inference, pattern matching, and syntactic sugar. By manipulating ASTs, language designers can introduce new constructs and behaviors into programming languages. ### ASTs in TypeScript While ASTs are not specific to TypeScript, they are integral to the TypeScript compiler's operation and ecosystem. TypeScript's compiler (tsc) parses TypeScript code into an AST representation before type-checking, emitting JavaScript, or performing other compilation tasks. ASTs in TypeScript capture the syntactic and semantic structure of TypeScript code, including type annotations, generics, and other TypeScript-specific features. ### How ASTs are Used in TypeScript 1. **Type Checking**: TypeScript's type checker traverses the AST to perform type inference, type checking, and type resolution. AST nodes corresponding to variable declarations, function calls, and type annotations are analyzed to ensure type safety and correctness. 2. **Code Transformation**: TypeScript's compiler API allows developers to programmatically manipulate ASTs to transform TypeScript code. Custom transformers can be applied to modify AST nodes, enabling tasks such as code optimization, polyfilling, or code generation. 3. **Tooling Support**: IDEs and code editors leverage ASTs to provide rich language services for TypeScript developers. Features like code completion, refactoring, and error highlighting rely on ASTs to understand code context and provide accurate feedback to developers. 4. **TypeScript Ecosystem**: Various tools and libraries within the TypeScript ecosystem utilize ASTs to enhance developer productivity and enable advanced tooling capabilities. For example, tools like ts-migrate and tslint rely on ASTs to automate code migrations and enforce coding standards. ### Example Suppose we have the following TypeScript code: ```typescript function greet(name: string): void { console.log("Hello, " + name + "!"); } greet("Mohamed"); ``` We can use TypeScript's Compiler API to parse this code into an AST and traverse the tree to inspect its structure. Here's how you can do it programmatically: ```typescript import * as ts from "typescript"; // TypeScript code to parse const code = ` function greet(name: string): void { console.log("Hello, " + name + "!"); } greet("Mohamed"); `; // Parse the TypeScript code into an AST const sourceFile = ts.createSourceFile( "example.ts", code, ts.ScriptTarget.Latest ); // Recursive function to traverse the AST function traverse(node: ts.Node, depth = 0) { console.log( `${" ".repeat(depth * 2)}${ts.SyntaxKind[node.kind]} - ${node.getText()}` ); ts.forEachChild(node, (childNode) => traverse(childNode, depth + 1)); } // Start traversing the AST from the source file traverse(sourceFile); ``` When you run this code, it will output the AST structure of the TypeScript code: ``` SourceFile - FunctionDeclaration - function greet(name: string): void { console.log("Hello, " + name + "!"); } Identifier - greet Parameter - name: string Identifier - name StringKeyword - string VoidKeyword - void Block - { ExpressionStatement - console.log("Hello, " + name + "!"); CallExpression - console.log("Hello, " + name + "!") PropertyAccessExpression - console.log Identifier - console Identifier - log StringLiteral - "Hello, " BinaryExpression - name + "!" Identifier - name StringLiteral - "!" ExpressionStatement - greet("Mohamed") CallExpression - greet("Mohamed") Identifier - greet StringLiteral - "Mohamed" ``` In this output: - Each line represents a node in the AST. - The indentation indicates the parent-child relationship between nodes. - The text after the node type (e.g., `FunctionDeclaration`, `Identifier`) represents the actual TypeScript code corresponding to that node. This example demonstrates how TypeScript's Compiler API can be used to parse TypeScript code into an AST and traverse the tree to inspect its structure programmatically. ### Conclusion In summary, Abstract Syntax Trees (ASTs) are a fundamental concept in programming language theory and compiler construction. While not specific to TypeScript, ASTs play a crucial role in the TypeScript ecosystem, enabling type checking, code transformation, and advanced tooling capabilities. Understanding ASTs is essential for developers seeking to leverage TypeScript's features effectively and contribute to the TypeScript ecosystem's growth and evolution.
bilelsalemdev
1,868,730
N
A post by Kim Cassalaxe
0
2024-05-29T09:09:10
https://dev.to/jcassalaxi/n-1p19
jcassalaxi
1,877,919
The Ultimate Guide to Hiring Remote PHP Programmers: Tips and Best Practices
The rise of remote work has been a significant trend in recent years, with more and more companies...
0
2024-06-05T11:06:07
https://dev.to/ritesh12/the-ultimate-guide-to-hiring-remote-php-programmers-tips-and-best-practices-2md
The rise of remote work has been a significant trend in recent years, with more and more companies embracing the idea of allowing their employees to work from home or from any location outside of the traditional office setting. This shift has been driven by a number of factors, including advances in technology that make it easier for people to stay connected and collaborate from a distance, as well as changing attitudes towards work-life balance and the desire for greater flexibility in how and where work gets done. The COVID-19 pandemic has also played a major role in accelerating the adoption of remote work, as companies were forced to quickly adapt to new ways of working in order to keep their businesses running during lockdowns and social distancing measures. As a result, many organizations have come to see the benefits of remote work, including cost savings on office space, increased productivity and employee satisfaction, and access to a wider talent pool. This has led to a growing demand for remote workers across a wide range of industries, including the field of software development. Advantages of Hiring Remote PHP Programmers There are several advantages to hiring remote PHP programmers for your development projects. One of the biggest benefits is the ability to tap into a global talent pool, allowing you to find the best developers for your specific needs regardless of their location. This can be especially valuable if you are looking for specialized skills or experience that may be harder to find in your local area. Additionally, hiring remote PHP programmers can also help you save on costs, as you can avoid the overhead expenses associated with maintaining a physical office space and provide more competitive compensation packages to attract top talent. Remote PHP programmers also offer greater flexibility in terms of work hours and schedules, which can be particularly useful for companies with distributed teams or those working across different time zones. This can help ensure that your development projects can progress around the clock, leading to faster turnaround times and improved efficiency. Furthermore, remote PHP programmers are often more motivated and productive, as they have the freedom to work in an environment that suits them best and can avoid the distractions and stress of a traditional office setting. Challenges of Managing Remote PHP Programmers While there are many advantages to hiring remote PHP programmers, there are also some unique challenges that come with managing a distributed team. One of the biggest hurdles is communication, as it can be more difficult to build rapport and maintain strong relationships with remote team members compared to those who work in the same physical location. This can lead to misunderstandings, miscommunications, and a lack of cohesion within the team, which can ultimately impact the quality and timeliness of your development projects. Another challenge is ensuring accountability and productivity among remote PHP programmers, as it can be harder to monitor their work and progress when they are not physically present in the office. This requires a greater level of trust and transparency between managers and remote team members, as well as the implementation of clear performance metrics and regular check-ins to ensure that everyone is staying on track. Additionally, managing different time zones and work schedules can also be a logistical challenge, requiring careful coordination and planning to ensure that everyone is aligned and working towards the same goals. How to Find and Vet Remote PHP Programmers When it comes to finding and vetting remote PHP programmers for your development projects, there are several key steps that you can take to ensure that you are hiring the best talent for your team. One of the first things you should do is clearly define the skills and experience that you are looking for in a remote PHP programmer, including specific technical requirements, industry knowledge, and any additional qualifications or certifications that may be relevant to your project. Once you have a clear understanding of what you are looking for, you can start searching for remote PHP programmers through online job boards, freelance platforms, and professional networking sites. It's important to thoroughly review each candidate's portfolio, resume, and references to get a sense of their past work experience and the quality of their code. You should also consider conducting technical assessments or coding challenges to evaluate their skills and problem-solving abilities in a real-world context. When vetting remote PHP programmers, it's also important to consider their communication skills and cultural fit with your team, as these factors can greatly impact their ability to collaborate effectively and integrate seamlessly into your development process. This may involve conducting video interviews or trial projects to assess their communication style, teamwork capabilities, and overall compatibility with your company's values and working environment. Best Practices for Onboarding Remote PHP Programmers Once you have found and vetted remote PHP programmers for your team, it's important to have a solid onboarding process in place to help them integrate smoothly into your development projects. This involves providing them with all the necessary resources, tools, and information they need to get started, as well as setting clear expectations and goals for their role within the team. One best practice for onboarding remote PHP programmers is to establish regular check-ins and communication channels from the very beginning, so that they feel supported and connected to the rest of the team. This may involve setting up video calls, instant messaging platforms, or project management tools to facilitate ongoing collaboration and feedback. It's also important to provide them with access to any relevant documentation, code repositories, and development environments so that they can hit the ground running without any unnecessary delays or obstacles. Additionally, it's crucial to provide remote PHP programmers with opportunities for training and professional development, as this can help them stay up-to-date with the latest technologies and best practices in the field. This may involve offering access to online courses, workshops, or mentorship programs that can help them expand their skills and contribute more effectively to your development projects. Tools and Technologies for Remote PHP Development When it comes to remote PHP development, there are several tools and technologies that can help facilitate collaboration, communication, and productivity among distributed teams. One essential tool for remote PHP development is a version control system such as Git, which allows developers to track changes to their codebase, collaborate on different branches, and merge their work seamlessly. This can help ensure that all team members are working on the most up-to-date codebase and can easily review each other's contributions. Another important technology for remote PHP development is a robust project management platform such as Jira or Trello, which can help teams organize their tasks, track progress, and prioritize their work effectively. These tools often include features such as kanban boards, sprint planning, and issue tracking that can help streamline the development process and keep everyone aligned towards common goals. In addition to project management tools, remote PHP developers also rely on communication platforms such as Slack or Microsoft Teams to stay connected with their team members and share updates in real-time. These tools often include features such as instant messaging, video calls, file sharing, and integrations with other development tools that can help streamline collaboration and reduce communication barriers. Building a Successful Remote PHP Development Team Building a successful remote PHP development team requires careful planning, clear communication, and strong leadership to ensure that everyone is aligned towards common goals and working effectively towards project success. One key aspect of this is establishing a strong team culture that promotes trust, transparency, and collaboration among remote team members. This may involve setting clear expectations for behavior and performance, as well as fostering an inclusive environment where everyone feels valued and supported. Another important factor in building a successful remote PHP development team is providing ongoing support and mentorship to help team members grow in their roles and contribute more effectively to your projects. This may involve offering regular feedback sessions, coaching opportunities, or access to professional development resources that can help them expand their skills and stay motivated. Additionally, it's important to establish clear processes and workflows for remote PHP development that can help streamline collaboration and ensure that everyone is working towards common goals. This may involve setting up regular sprint planning meetings, code review sessions, or retrospective discussions to evaluate progress and identify areas for improvement. In conclusion, the rise of remote work has opened up new opportunities for companies to hire talented PHP programmers from around the world. While there are certainly challenges associated with managing remote teams, there are also many advantages to be gained from embracing this flexible approach to software development. By following best practices for finding, vetting, onboarding, and managing remote PHP programmers, as well as leveraging the right tools and technologies for collaboration, companies can build successful distributed teams that deliver high-quality results on time and within budget.(https://nimapinfotech.com/hire-php-developers/)
ritesh12
1,877,918
Collection Interface - Quick Overview
The Collection interface is a part of the Java Collections Framework, which provides a unified...
0
2024-06-05T11:03:29
https://dev.to/dhanush9952/collection-interface-quick-overview-hgc
java, programming
The Collection interface is a part of the Java Collections Framework, which provides a unified architecture for storing and manipulating collections of objects. It is the root interface in the hierarchy and provides basic methods for adding, removing, and inspecting elements in a collection. ![Collection interface in Java](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/sc70d5hogsr6rpsxy1n8.png)_[Download image here](https://drive.google.com/file/d/1a9Ry9Fb8Ptw-lNAas2_NxFAna5QUbOF6/view?usp=sharing)_ The Collection interface has several subinterfaces that specify different types of collections, each with specific characteristics: **List:**An ordered collection (also known as a sequence). Lists can contain duplicate elements. Some common implementations are ArrayList, LinkedList, and Vector. **Set:**A collection that cannot contain duplicate elements. This is implemented by classes like HashSet, LinkedHashSet, and TreeSet. **Queue:** A collection designed for holding elements prior to processing. Queues typically, but do not necessarily, order elements in a FIFO (first-in-first-out) manner. Examples include PriorityQueue and LinkedList (which also implements List). **Deque:** A double-ended queue that allows elements to be added or removed from both ends. Examples include ArrayDeque and LinkedList. ## List Interface **ArrayList:** - Provides random access to elements. - Fast iteration and size operations. - Inefficient for inserts and deletes, except at the end of the list. - Not synchronized. ``` List<String> arrayList = new ArrayList<>(); arrayList.add("Apple"); arrayList.add("Banana"); ``` **LinkedList:** - Doubly-linked list implementation. - Efficient for inserts and deletes. - Implements both List and Deque interfaces. - Not synchronized. ``` List<String> linkedList = new LinkedList<>(); linkedList.add("Apple"); linkedList.add("Banana"); ``` **Vector:** - Synchronized and thread-safe. - Generally slower due to synchronization overhead. - Uses a dynamic array to store elements. - Support Enumeration(Legacy interface) ``` List<String> vector = new Vector<>(); vector.add("Apple"); vector.add("Banana"); ``` ## Set Interface **HashSet:** - Backed by a hash table. - Stores elements in HashTable based on the order of hashcode. - No guarantees on the hashcode order of elements.(So its Random order) - Allows null elements. - Does not allow duplicates ``` Set<String> hashSet = new HashSet<>(); hashSet.add("Apple"); hashSet.add("Banana"); ``` **LinkedHashSet:** - Maintains a linked list of the entries in the set, in the order in which they were inserted. - Provides predictable iteration order. - Does not allow duplicates ``` Set<String> linkedHashSet = new LinkedHashSet<>(); linkedHashSet.add("Apple"); linkedHashSet.add("Banana"); ``` **TreeSet:** - Sorted according to the natural ordering of its elements or by a comparator provided at set creation time. - Sorted in ascending order By default. - Implements NavigableSet. - Does not allow duplicates and NULL(because by default it sorts elements in ascending order using comparator<T>. So, if there are NULL values in comparing it throws exception). ``` Set<String> treeSet = new TreeSet<>(); treeSet.add("Apple"); treeSet.add("Banana"); ``` ## Queue Interface **PriorityQueue:** - An unbounded priority queue based on a priority heap. - Orders elements according to their natural ordering or by a comparator provided at queue construction time. ``` Queue<String> priorityQueue = new PriorityQueue<>(); priorityQueue.add("Apple"); priorityQueue.add("Banana"); ``` **LinkedList:** - Implements both List and Deque interfaces. - Can be used as a queue by utilizing methods like offer, poll, and peek. ``` Queue<String> linkedQueue = new LinkedList<>(); linkedQueue.offer("Apple"); linkedQueue.offer("Banana"); ``` ## Deque Interface **ArrayDeque:** - Resizable-array implementation of the Deque interface. - Not thread-safe. - Faster than LinkedList for adding and removing elements at both ends. ``` Deque<String> arrayDeque = new ArrayDeque<>(); arrayDeque.addFirst("Apple"); arrayDeque.addLast("Banana"); ``` **LinkedList:** - Doubly-linked list implementation of the Deque interface. ``` Deque<String> linkedDeque = new LinkedList<>(); linkedDeque.addFirst("Apple"); linkedDeque.addLast("Banana"); ``` The Collection interface and its various implementations provide a robust framework for working with groups of objects in Java. Understanding the differences between the various collection types, their implementations, and the scenarios for their use is crucial for effective and efficient programming. Comment if you need more detailed version of this.👇 **Feedback** _Your feedback is important to us. If you have any corrections or suggestions, please feel free to share them. Thank you for reading!_
dhanush9952
1,876,950
Cultura da área Tech
Home Office Aqui somos defensores fevorosos do Home Office, sendo o presencial só para nos...
0
2024-06-05T11:00:11
https://dev.to/anuntech/cultura-da-area-tech-l7m
startup, career
## Home Office Aqui somos defensores fevorosos do Home Office, sendo o presencial só para nos reúnirmos pra conversar e comer um churrasco. Claro, temos nosso escritório presencial para quem preferir ou quiser ir trabalhar presencialmente, fica **a escolha da pessoa**, não é e jamais será obrigatório. ## Camera ligada ou desligada Aqui seguimos esse formato: - Nas daily calls, plannings, conversas tecnicas, fica a sua escolha ligar ou não, é 100% opcional, já que o foco não é "em você", mas sim no problema e solução que estão sendo discutidas - Nas calls 1-1, feedback, onde o foco é conversar mesmo sobre você, suas opniões, experiências, expectativas, etc, é obrigatório ligar a webcam, porque o foco é em você ## Code Review Sem frescura bicho: Nome de variavel tem q estar descritivel baseado no escopo dela. Sem comentário de "troca de contactList pra listContact", "Faz essa função aqui receber um parametro em cada linha ao inves de todos na mesma linha", sem essas frescuras. Code Review é pra ver se: - A implementação segue a especificação - O código não tem falhas de segurança - O código está seguindo a arquitetura do projeto - O código não tem problemas de performance Se não estiver descrito nessa lista acima, então não faz parte do code review e não pode bloquear um PR. ## Scrum / Agile Scrum, story points, user story, planning poker, scrum master, são todos termos **PROIBIDOS** aqui. Trabalhamos com prazos, com tasks, com features e com especificação tecnica. Nosso workflow é melhor explicado [nesse artigo](https://dev.to/henriqueleite42/the-right-development-flow-better-than-agile-871), caso você tenha curiosidade. ## Microsoft Sempre evitamos qualquer coisa da Microsoft: Abominamos Teams, Outlook, Windows, Azure, etc. As únicas coisas que se salvam no meio disso (pelo menos por enquanto) são o GitHub e o VSCode. Todas as outras ferramentas da Microsoft nós **jamais** usaremos. Todas as nossas documentações oficiais, configurações para rodar os projetos, comandos, etc, são todos feitos e pensados **exclusivamente para Linux**, e é esperado que nosso desenvolvedores saibam trabalhar com linux, tendo pelo menos um [dual boot](https://www.youtube.com/watch?v=6D6L9Wml1oY&ab_channel=Diolinux). ## Qualidade (de verdade!) Foco sempre em qualidade, performance, desafios e coisas bem feitas. Aqui sempre deixamos tudo bem especificado, bem documentado e bem executado. Entendemos o que fazemos, porque fazemos e debatemos sobre podemos melhorar ainda mais. Aqui muuuuuuito raramente teremos casos onde "faz de qualquer jeito pra entregar" ou "Como faço isso? Não encontro os detalhes no ticket". ## Alinhamento de objetivos Sabemos que cada pessoa tem seus próprios objetivos, suas proprias metas e seus próprios sonhos, e que nem sempre eles estão ligados a empresa, o que está corretíssimo! Temos que dar prioridade pra fámilia, amigos, saúde e coisas que são importantes pra gente. Mesmo tendo objetivos que não sejam 100% alinhados, gostamos de manter pelo menos alguns deles combinados: - Aprimoramento: Sempre focar em melhorar, aprender mais, buscar conhecimento, fazer o melhor possivel nas condições que temos. - Comunicação saudavel: Ter discussões amigaveis, sempre focando em construir o melhor produto possivel para nossos usuários. - Passar conhecimento: Ensinar aquilo que você sabe para seus colegas, ajuda-los a melhorar, compartilhar conhecimento. Tendo esses objetivos como importantes, então você e a Anuntech vão se dar muito bem! 😄
henriqueleite42
1,877,702
Cijail: How to protect your CI/CD pipelines from supply chain attacks?
Supply chain attacks are especially popular nowadays, and there is a good reason for that. Many build...
0
2024-06-05T11:00:00
https://staex.io/blog/cijail-how-to-protect-your-ci-cd-pipelines-from-supply-chain-attacks
linux, rust, javascript, python
Supply chain attacks are especially popular nowadays, and there is a good reason for that. Many build tools such as Cargo, Pip, NPM were not designed to protect from them ([NPM example](https://wildwolf.name/secure-way-run-npm-ci/), [Cargo-related discussion](https://internals.rust-lang.org/t/about-supply-chain-attacks/14038)). At the same time maintainers' tools such as Nix, Guix, RPM and DEB build systems successfully mitigate such attacks. These tools precisely control what files are downloaded over the network before the build starts and prohibit any network access during the build phase itself. In this article we introduce a tool called [Cijail](https://github.com/staex-io/cijail) that allows you to adopt similar rules for developers' build systems such as Cargo, Pip, NPM. This tool is based on Linux [Seccomp](https://man7.org/linux/man-pages/man2/seccomp.2.html), can be run inside CI/CD pipelines, and does not require superuser privileges. It protects from data exfiltration over DNS via deep packet inspection effectively limiting the damage supply chain attacks can cause. The tool is open source and written in Rust. ## Table of contents - [Why protect from supply chain attacks?](#why) - [What is a supply chain attack?](#what) - [How the data is exfiltrated over DNS?](#how) - [How we can protect ourselves from supply chain attacks?](#how-to) - [Example: Cargo + Github (Cijail itself)](#example-cargo) - [Example: NPM + Gitlab (static web site)](#example-npm) - [Caveat: cargo-deny via HTTPS proxy](#caveat-cargo-deny) - [Caveat: NPM via HTTPS proxy](#caveat-npm) - [Conclusion](#conclusion) ## <a name="why"></a>Why protect from supply chain attacks? Supply chain attacks are become popular with introduction of developers' tools that manage project's dependencies. In contrast to maintainers' tools they do not block network access during build phase, and hackers use this seemingly minor breach to exfiltrate secrets by bundling malicious scripts with the dependency and executing these scripts during build phase. It takes only one popular dependency to be compromised to run these scripts on a multitude of developers' computers and CI/CD pipelines and steal private keys. This is unlikely event but the damage it may cause is catastrophic: private keys might give access to a cryptowallet (on a developer's machine), to a server via SSH, to a static website via cloud upload endpoint etc. From our perspective protecting from them by default is like using the seat belt: no one expects a car crash when one uses a seat belt, but expects the belt to save one's life in an unlikely catastrophic situation. ## <a name="what"></a>What is a supply chain attack? ![The anatomy of a supply chain attack.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xp2cpgxlek096m88dd7o.png) Supply chain attack starts with hacker getting access to a repository of a popular software package. The hacker can use social engineering, zero-day vulnerabilities in operating systems or breaches in repository management system itself. Usually two-factor authentication can protect from the attack on this phase. If the hacker was able to get access to the repository, he or she proceeds with making a malicious commit or (most likely) making a new release archive that contains malicious code. Usually signed commits and signed releases/packages/archives protect from the attack on this phase. Then the attacker waits until dependent software packages download new release of the breached dependency and execute the malicious code in their CI/CD pipelines or on the developers' computers. In order to exfiltrate the secrets the hacker would obscure the traffic as DNS for example and setup a DNS server to collect the secrets. ## <a name="how"></a>How the data is exfiltrated over DNS? ![Data exfiltration over DNS.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5bn3hgqo6fe52yr8dl40.png) Data exfiltration over DNS works as follows. A malicious actors sets up a DNS server for his/her domain. Then it encodes secrets as subdomains of this domain and eventually the DNS lookup request reaches the hacker's DNS server via other perfectly secure and legit publicly available DNS servers. This exfiltration uses DNS as a side channel. This is one of many side channels that hackers might use (the other popular one being ICMP protocol). Conveniently DNS traffic is not blocked anywhere because other software uses DNS. One way to protect from this attack is to either allow to resolve only certain domains via deep packet inspection or block Internet access altogether. Maintainers' tools use the latter while Cijail adopts the former approach because developers' tools were not designed to block the traffic during build phase. ## <a name="how-to"></a>How we can protect ourselves from supply chain attacks? ![Cijail architecture.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3lww05myu0cb7coddlu1.png) Cijail protects from supply chain attacks via whitelisting domain names, IP addresses and ports as well as URLS that a script is allowed to access. This is implemented using Seccomp and MITM HTTPS proxy server. Cijail launches the supplied command in a child process with Seccomp jail and `SECCOMP_RET_USER_NOTIF` flag. Simultaneously the control process is launched that receives notifications from the jailed process and decides if the resource can be accessed via `SECCOMP_IOCTL_NOTIF_SEND` flag. Finally, a MITM HTTPS proxy is launched as the third process. This process decrypts all HTTPS requests to check that the corresponding URL is allowed. For MITM HTTPS proxy to work the CA SSL certificate is automatically installed in the operating system as trusted. ```bash # no traffic is allowed 🌊 cijail dig staex.io @1.1.1.1 [Sun Apr 04 17:28:22 2024] cijail: deny connect 1.1.1.1:53 # DNS request (connection to DNS server is allowed whereas name resolution is not) 🌊 env CIJAIL_ENDPOINTS='1.1.1.1:53' cijail dig staex.io @1.1.1.1 [Sun Apr 04 17:28:22 2024] cijail: allow connect 1.1.1.1:53 [Sun Apr 04 17:28:22 2024] cijail: deny sendmmsg staex.io # DNS request and name resolution is allowed 🌊 env CIJAIL_ENDPOINTS='1.1.1.1:53 staex.io' cijail dig staex.io @1.1.1.1 [Sun Apr 04 17:28:22 2024] cijail: allow connect 1.1.1.1:53 [Sun Apr 04 17:28:22 2024] cijail: allow sendmmsg staex.io ... dig output ... ``` ### <a name="example-cargo"></a>Example: Cargo + Github (Cijail itself) We tried to use Cijail for building itself. In order to use Cijail in your Github Actions you need to add the following line to your Dockerfile. ```dockerfile COPY --from=ghcr.io/staex-io/cijail:0.6.8 / /usr/local ``` Then you have to prepend cijail to every command in every step because Github Actions do not respect Docker's `ENTRYPOINT`. Then all you need to do is to add `CIJAIL_ENDPOINTS` environment variable with the list of allowed URLS and other endpoints. The resulting workflow specification for Cijail looks like the following. ```yaml variables: CIJAIL_ENDPOINTS: | https://github.com/lyz-code/yamlfix/ # git https://pypi.org/simple/ # pip https://files.pythonhosted.org/packages/ # pip https://static.crates.io/crates/ # cargo https://index.crates.io/ # cargo https://uploads.github.com/repos/staex-io/cijail/releases/ # github https://api.github.com/repos/staex-io/cijail/releases # github steps: - name: Lint run: cijail ./ci/build.sh ``` ### <a name="example-npm"></a>Example: NPM + Gitlab (static web site) For Gitlab the approach is similar. This time you might consider adding `ENTRYPOINT ["/usr/local/bin/cijail"]` to your `Dockerfile` to not prepend `cijail` to every command in your pipeline. The resulting workflow specification for a static web site looks like the following. ```yaml CIJAIL_ENDPOINTS: | https://registry.npmjs.org/ # npm https://github.com/lyz-code/yamlfix/ # git https://pypi.org/simple/ # pip https://files.pythonhosted.org/packages/ # pip 9.9.9.9:53 # rsync staex.io:22 # rsync ``` ### <a name="caveat-cargo-deny"></a>Caveat: cargo-deny via HTTPS proxy One particular problem that we encountered is the fact that some programs bundle trusted root CA certificates in their binaries. This is the case for cargo-deny. This tool uses webpki-roots crate that bundles root CA certificates as byte arrays directly in the cargo-deny binary. It is impossible to add Cijail's root certificate to such a program. The current workaround is to run cargo-deny without Cijail. ```bash # our MITM proxy failed to trick cargo-deny :-( 🌊 cijail cargo deny check [ERROR] error trying to connect: invalid peer certificate: UnknownIssuer # a workaround 🌊 cijail cargo deny check --disable-fetch || true # a warm-up (download dependencies) 🌊 cargo deny check # run without cijail 😮 ``` ### <a name="caveat-npm"></a>Caveat: NPM via HTTPS proxy Another problem comes from the fact that NPM usage behind HTTPS proxy is not as reliable as without it. In some cases it creates thousands of connections to download a few dependencies. The workaround that we found is to specify `maxsocket=1` in NPM's configuration. ```bash # 1000+ connections for 340 dependencies? 🌊 cijail npm install [Fri May 24 07:02:13 2024] cijail: allow connect 127.0.0.1:39317 [Fri May 24 07:02:13 2024] cijail: allow connect 127.0.0.1:39317 [Fri May 24 07:02:13 2024] cijail: allow connect 127.0.0.1:39317 ... the message repeats 1000+ times npm ERR! code ECONNREFUSED # a workaround 🌊 npm config set maxsockets 1 ``` ## <a name="conclusion"></a>Conclusion To summarize, most CI/CD pipelines are vulnerable to data exfiltration via DNS because developers' tools like Cargo, NPM and PIP do not block network access during build phase in contrast to maintainers' tools like Nix, Guix, RPM and DEB build systems that do. The best way to protect from any data exfiltration is to split building the package into download and build phase. During download phase the dependencies are downloaded but no scripts are executed and no packages are built. During build phase the scripts are executed and the packages are built, but the network access is disabled. This simple technique will protect from any type of data exfiltration without the need for deep packet inspection. The major problem with implementing such a split in developers' tools is the fact that it might break some packages. Another problem is that blocking network access in a Docker container might require additional privileges that are not present by default. Below is the example of how to do this manually for NPM and Cargo. ```bash # cargo example 🌊 cargo download # only download dependencies 🌊 unshare -rn cargo build # build packages and run scripts without network access (will not work in a Docker container) # npm example 🌊 npm clean-install --ignore-scripts # only download dependencies 🌊 unshare -rn npm rebuild # build packages and run scripts without network access (will not work in a Docker container) ``` ## References - Discuss on [Reddit](https://www.reddit.com/r/rust/comments/1d6zs8s/cargo_and_supply_chain_attacks/) - [Slides](https://staex.io/docs/91ea2cf3/cijail-slides.pdf) from [Rust & Tell: It is not June yet](https://berline.rs/2024/05/30/rust-and-tell.html). - [Cijail git repo](https://github.com/staex-io/cijail).
igankevich
1,845,548
Ibuprofeno.py💊| #119: Explica este código Python
Explica este código Python Dificultad: Intermedio my_tuple = ("1", "20",...
25,824
2024-06-05T11:00:00
https://dev.to/duxtech/ibuprofenopy-119-explica-este-codigo-python-5g4p
python, spanish, learning, beginners
## **<center>Explica este código Python</center>** #### <center>**Dificultad:** <mark>Intermedio</mark></center> ```py my_tuple = ("1", "20", "30", "9") print(max(my_tuple)) ``` 👉 **A.** `1` 👉 **B.** `20` 👉 **C.** `30` 👉 **D.** `9` --- {% details **Respuesta:** %} 👉 **D.** `9` Al comparar cadenas como items de una tupla usando `max` o `min` importa mas el valor como carácter y no como número. En nuestro ejemplo tomamos el primer carácter de cada item y los comparamos entre ellos para hallar el máximo, el cual es `9`. {% enddetails %}
duxtech
1,840,484
test
hey!
0
2024-05-02T11:19:22
https://dev.to/vikrantdev/test-mn1
hey!
vikrantdev
1,877,847
Week 1: Project Navigation and Task 1
You might know that I'll be contributing to OpenStack Horizon. If not, you can read all about it in...
0
2024-06-05T10:57:47
https://dev.to/ndutared/week-1-project-navigation-and-task-1-1bpi
opensource, horizon, openstack, cinder
You might know that I'll be contributing to OpenStack Horizon. If not, you can read all about it in my [application journey.](https://dev.to/ndutared/my-outreachy-application-journey-28m1) In this post, I share my progress this far. ## Week 1 Week 1 was a roller coaster for me. I spent some time refreshing my Python and Django knowledge, but honestly there was still a lot to learn. I spent the first week going through some tutorials, as I had already done the project set up during the contribution phase. The tutorials were okay, and I started to understand the project somewhat. Truth be told, OpenStack is a mammoth. ### Task 1 I had my first meeting and it was apparent that we would need Angular to work with Glance, as there had been a transition. I have never written any Angular in my life, so that was quite a punch in the stomach. So what next? My mentors advised to start with Python/Django, so now the focus moved to Cinder(the initial plan was to work with Glance). So, we set up the first task. And I realized that I had not even come across Cinder code even after spending some time going through the code. My mentors were kind enough to go point me in the right direction. The first task was fixing a really small bug. ### Blockers I was excited that my mentors wanted me to start small. My mentor had fixed the bug in like five minutes. I was like, okay, maybe it'll take me an hour tops. When I actually sat down to write the code, I was quite lost. It took me quite a while to find the right files. I then spent hours going through volumes code. I went through the classes, trying to understand what each was doing, and noting the ones responsible for the bug I was going to fix. ### Murky waters Somewhere along the way, I realized that the volumes code was not 100% mapped to Django file structure. I couldn't find the templates responsible for that particular code. And after many hours I was in very muddy waters. I couldn't just figure out the connection between some files. I went to bed without any sense of accomplishment. ### Asking for help I however was honest about not making some connections, and my mentor sent more resources my way. ### Out of the Woods It helps to work on code when my mind is settled. So I read through my mentors resources. One of them was a tutorial I already gone through. I stepped back and tried to apply my experience getting lost with the resources. I was also able to narrow down to the specific code where the bug was. ## Submitting my review It took me a while to remember the steps I needed to take. I had copied and pasted a doc with some steps, but I couldn't trace its source. I finally found it, and decided to write down the [submitting a review steps](https://github.com/AgnesNM/OpenStack-Horizon/blob/main/review.md) for my future self, and hopefully, for someone else. ## Forging onward For now, there's still a long way to go, and I hope for many good days, without getting too lost in the woods. ## Speaking OpenStack if you are coming from AWS I've found it helpful to think about OpenStack in terms of AWS, since that's what I understand a little better. So here is "AWS-translated OpenStack" There's much more, of course, these are just some main concepts. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nd9q61qleyhvmujsshcq.png) Cover Image credits: https://bit.ly/4aNF3zB
ndutared
1,877,916
Dancing with the stars
JavaScript's Void Magic Unveiled Intro: Welcome, intrepid JavaScript adventurers, to a whimsical...
0
2024-06-05T10:57:20
https://dev.to/tomeq34/dancing-with-the-stars-56np
JavaScript's Void Magic Unveiled ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/yongkvn4muceexfkgf97.png) **Intro:** Welcome, intrepid JavaScript adventurers, to a whimsical exploration of the enigmatic `javascript:void(0)` 🚀 Prepare to embark on a laughter-filled journey as we decode this cryptic incantation, armed with wit, wisdom, and a sprinkle of magic. Let's dive into the rabbit hole of JavaScript sorcery and emerge victorious with a newfound understanding of `void`! 💫💻 _1. Unveiling the Mystery:_ Picture this: you're strolling through the enchanted forest of JavaScript when suddenly, you stumble upon a mystical spell - `javascript:void(0) What does it mean? Where does it lead? Fear not, brave soul, for we shall unravel this mystery together. Spoiler alert: it's not a dark incantation to summon bugs! 🐛✨ _2. The Void's Purpose:_ Contrary to popular belief, `javascript:void(0)` isn't a mysterious incantation to banish bugs to the netherworld. Nay, dear friends, it's a simple yet powerful spell to prevent default browser actions, like following links. Think of it as your trusty shield against accidental clicks leading to unexpected adventures in the vast wilderness of the web. 🛡️🔗 _3. Dancing with `void`:_ Now that we've tamed the wild beast known as void, let's waltz with it through a magical garden of practical examples. Imagine you're crafting a whimsical website filled with clickable wonders. With `javascript:void(0)` by your side, you can gracefully handle those clicks like a seasoned dancer, guiding users on a delightful journey without any unexpected detours. 💃🕺 _4. Beware the Dark Side:_ As with any potent spell, `javascript:void(0)` must be wielded with caution. One misstep, and you could inadvertently plunge your users into the depths of despair with broken links and unresponsive buttons. Fear not, fellow wizards, for with great power comes great responsibility! Use `void` wisely, and your users shall sing your praises from the highest mountain peaks. 🏔️🎶 _5. Embracing the Void:_ In conclusion, dear travelers of the JavaScript realm, fear not the void, for within its depths lies untold power and endless possibilities. With a dash of humor, a sprinkle of savvy, and a pinch of magic, you too can harness the mighty _javascript:void(0)_ to create web experiences that dazzle and delight. Now go forth, brave adventurers, and may the void be ever in your favor! 🌌✨ **Outro:** And there you have it, folks! A whimsical journey through the mystical world of `javascript:void(0)`, filled with laughter, learning, and a touch of wizardry. Remember, in the vast expanse of JavaScript sorcery, the only limit is your imagination. Now go forth and weave your own spells of web enchantment! 💻🔮
tomeq34
1,877,915
Developer ❗️
Changing the world through technology ❗️
0
2024-06-05T10:57:06
https://dev.to/kojo_ernest_535158c75c6bc/developer-3d5e
programming, dart
Changing the world through technology ❗️
kojo_ernest_535158c75c6bc
1,877,914
Evaluation Metrics: Machine Learning Models 🤖🐍
Evaluation metrics are crucial in assessing the performance of machine learning models. These metrics...
0
2024-06-05T10:56:24
https://dev.to/kammarianand/evaluation-metrics-machine-learning-models-lg5
python, machinelearning, ai, datascience
Evaluation metrics are crucial in assessing the performance of machine learning models. These metrics help us understand how well our models are performing and where they might need improvement. In this post, we'll dive into evaluation metrics for two primary types of machine learning tasks: regression and classification. We'll also provide code examples using scikit-learn and its datasets. ![Image](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/d9c1vqq4cql22lmolqj3.jpeg) ## What are Evaluation Metrics? Evaluation metrics are quantitative measures used to evaluate the performance of machine learning models. They provide insights into how well the model is making predictions and help in comparing different models to select the best one for a given task. ## Regression vs. Classification * Regression: This involves predicting a continuous value. Examples include predicting house prices, stock prices, or temperature. * Classification: This involves predicting a discrete label. Examples include classifying emails as spam or not spam, identifying the species of an iris flower, or detecting fraudulent transactions. ## Regression Evaluation Metrics **1. Mean Absolute Error (MAE)** The Mean Absolute Error is the average of the absolute differences between predicted and actual values. Formula : `MAE = (1/n) * Σ|y_i - ŷ_i|` ```python from sklearn.metrics import mean_absolute_error from sklearn.datasets import load_boston from sklearn.model_selection import train_test_split from sklearn.linear_model import LinearRegression # Load dataset data = load_boston() X, y = data.data, data.target # Split data X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) # Train model model = LinearRegression() model.fit(X_train, y_train) # Predict y_pred = model.predict(X_test) # Evaluate mae = mean_absolute_error(y_test, y_pred) print(f'Mean Absolute Error: {mae}') ``` **2. Mean Squared Error (MSE)** The Mean Squared Error is the average of the squared differences between predicted and actual values. Formula: `MSE = (1/n) * Σ(y_i - ŷ_i)^2` ```python from sklearn.metrics import mean_squared_error # Evaluate mse = mean_squared_error(y_test, y_pred) print(f'Mean Squared Error: {mse}') ``` **3. Root Mean Squared Error (RMSE)** The Root Mean Squared Error is the square root of the average of the squared differences between predicted and actual values. Formula: `RMSE = √((1/n) * Σ(y_i - ŷ_i)^2)` ```python import numpy as np # Evaluate rmse = np.sqrt(mse) print(f'Root Mean Squared Error: {rmse}') ``` **4. R-squared (R²)** R-squared is the proportion of the variance in the dependent variable that is predictable from the independent variables. Formula:`R² = 1 - (Σ(y_i - ŷ_i)^2 / Σ(y_i - ȳ)^2)` ```python from sklearn.metrics import r2_score # Evaluate r2 = r2_score(y_test, y_pred) print(f'R-squared: {r2}') ``` ## Classification Evaluation Metrics **1. Accuracy** Accuracy is the ratio of correctly predicted instances to the total instances. Formula:`Accuracy = (Number of correct predictions) / (Total number of predictions)` ```python from sklearn.metrics import accuracy_score from sklearn.datasets import load_iris from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier # Load dataset data = load_iris() X, y = data.data, data.target # Split data X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) # Train model model = RandomForestClassifier() model.fit(X_train, y_train) # Predict y_pred = model.predict(X_test) # Evaluate accuracy = accuracy_score(y_test, y_pred) print(f'Accuracy: {accuracy}') ``` **2. Precision** Precision is the ratio of correctly predicted positive observations to the total predicted positives. Formula:`Accuracy = (Number of correct predictions) / (Total number of predictions)` ```python from sklearn.metrics import precision_score # Evaluate precision = precision_score(y_test, y_pred, average='weighted') print(f'Precision: {precision}') ``` **3. Recall** Recall is the ratio of correctly predicted positive observations to the all observations in actual class. Formula:`Recall = TP / (TP + FN)` ```python from sklearn.metrics import recall_score # Evaluate recall = recall_score(y_test, y_pred, average='weighted') print(f'Recall: {recall}') ``` **4. F1 Score** The F1 Score is the weighted average of Precision and Recall. Formula:`F1 Score = 2 * (Precision * Recall) / (Precision + Recall)` ```python from sklearn.metrics import f1_score # Evaluate f1 = f1_score(y_test, y_pred, average='weighted') print(f'F1 Score: {f1}') ``` **5. Confusion Matrix** The confusion matrix is a summary of prediction results on a classification problem. The correct and incorrect predictions are summarized with count values and broken down by each class. Code Example: ```python from sklearn.metrics import confusion_matrix import seaborn as sns import matplotlib.pyplot as plt # Evaluate cm = confusion_matrix(y_test, y_pred) # Plot sns.heatmap(cm, annot=True, fmt='d', cmap='Blues') plt.xlabel('Predicted') plt.ylabel('Actual') plt.show() ``` plot : ![Image](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mm4ego3xoq2jntcmdqv8.png) ###### &rarr; In this post, we explored various evaluation metrics for both regression and classification machine learning models. Understanding these metrics is crucial for interpreting model performance and making informed decisions to improve your models. --- About Me: 🖇️<a href="https://www.linkedin.com/in/kammari-anand-504512230/">LinkedIn</a> 🧑‍💻<a href="https://www.github.com/kammarianand">GitHub</a>
kammarianand
1,877,913
Cypress vs. Playwright for Node: A Head-to-Head Comparison
It's essential to test web applications to ensure reliability, functionality, and a good user...
0
2024-06-05T10:54:43
https://blog.appsignal.com/2024/05/22/cypress-vs-playwright-for-node-a-head-to-head-comparison.html
node, cypress, playwright
It's essential to test web applications to ensure reliability, functionality, and a good user experience. That's why robust testing frameworks have become so important for web developers. Among the plethora of available tools, Cypress and Playwright have emerged as two of the most popular choices for automating end-to-end testing. In this Cypress versus Playwright comparison guide, we'll explore the strengths and weaknesses of the two tools, their features, and their differences. Cypress or Playwright? Find out which best suits your needs! ## Introduction to Cypress and Playwright Cypress and Playwright are both open-source, JavaScript-based, popular end-to-end testing frameworks for browser automation. While the two libraries have certain key differences, they share some features and most use cases. Time to get a better understanding of the two web browser automation frameworks. ## What Is Cypress? [Cypress](https://www.cypress.io/) is a modern, frontend, end-to-end testing framework built for web applications. It allows you to write and maintain efficient tests, and can run tests written in JavaScript directly in the browser. In other words, it can test and interact with anything running in a browser. The target audience for this technology is developers or QA engineers who build web apps using modern JavaScript frameworks. The types of tests supported by Cypress are: - **End-to-end tests:** Validate the entire flow related to real-world user case scenarios. - **Component tests:** Verify the functionality of single UI components in isolation. - **Integration tests:** Ensure that different modules or components work together seamlessly. - **Unit tests:** Test the behavior of individual functions or methods in isolation. These tests are nothing more than JavaScript files that follow the [Mocha](https://mochajs.org/) BDD syntax and use [Chai](https://www.chaijs.com/) as the assertion engine. Cypress comes with a local GUI tool built into Electron that makes it easier to set up, run, and debug tests. Alternatively, you can use Cypress CLI to launch tests headlessly. To write the test logic, you will need a JavaScript IDE. Here are some stats on Cypress (up-to-date at the time of writing): - **GitHub stars:** 45k+ - **npm weekly downloads:** 4.8m+ - **Contributors:** 480+ individuals - **First release:** September 10, 2017 ## What Is Playwright? [Playwright](https://playwright.dev/) is an end-to-end testing framework developed by Microsoft and available in multiple programming languages. Its focus is on cross-browser testing, using Chromium as the default browser. To perform the test logic on a Chromium-based browser, it controls and instructs a browser instance to perform desired actions via the DevTools Protocol. Thanks to its intuitive API and many available features, [Playwright has gained a lot of traction](https://blog.appsignal.com/2023/07/12/an-introduction-to-playwright-for-nodejs.html) in the IT community, even though it has only been around since 2020. Web developers now use it for both testing and other browser automation tasks, such as web scraping. Playwright supports end-to-end testing, integration testing, unit testing, and even visual regression testing. That involves automatically detecting and reporting any visual differences or discrepancies between two versions of the same web application. Playwright's default recommended programming language is TypeScript, which means that test scripts are usually `.ts` files. As of writing, some key statistics for Playwright include: - **GitHub stars:** 62k+ - **npm weekly downloads:** 4.6m+ - **Contributors:** 500+ - **First release:** January 31, 2020 ## What Playwright and Cypress Have to Offer A Cypress versus Playwright comparison article wouldn't be complete without a list of features offered by the two tools. ### Cypress: Main Features These are the most important [Cypress features](https://docs.cypress.io/guides/overview/why-cypress#Features): - **Batteries included:** The framework offers everything needed to write, run, and debug tests effectively without having to install external dependencies. - **Cross-browser testing:** You can run tests locally in Firefox and all Chrome-family browsers (including Chrome, Chromium, Brave, Edge, and Electron). - **Simple debugging:** Debug directly in Developer Tools thanks to the [`.debug()`](https://docs.cypress.io/guides/guides/debugging#Using-debug) method. Cypress also provides readable errors and stack traces specifically designed to facilitate debugging. - **Automatic waits:** Cypress automatically waits for a fixed timeout for commands and assertions to be successful before moving on. That allows you to avoid adding explicit sleep instructions to your tests, which makes them flaky. - **Time traveling:** Cypress takes snapshots as your tests run, adding them to the [command log](https://docs.cypress.io/guides/core-concepts/cypress-app#Command-Log) so that you can understand what happens at each step. - **Network traffic control:** Stub local network traffic without changing your server's logic. - **Screenshots and videos:** Configure your tests to produce screenshots or video recordings when run from the CLI. - **Clock, time, and date control:** Modify your application's time or manipulate `Date` objects, and `setTimeout()`, `clearTimeout()`, `setInterval()`, and `clearInterval()` functions. - **Function spies:** Make sure that a function is called with the right arguments or a certain number of times. You can also verify that a function returns the expected value and is called in the right context. - **Extensible via plugins:** Cypress can be extended via plugins developed by the community. - **Cypress Cloud:** An online platform that enhances Cypress test automation capabilities by providing parallel test execution, smart orchestration, flake detection in CI pipelines, video replays, and more. ### Playwright: Main Features These are some of the most useful features offered by Playwright: - **Cross-browser support:** Playwright allows testing across multiple browsers, including Chrome, Firefox, WebKit, Edge, and all Chromium-based browsers. - **Available in multiple programming languages:** The default language supported by Playwright is TypeScript. It also supports Python, Java, C#, and JavaScript. - **Parallel test execution:** By default, [Playwright runs tests in parallel](https://playwright.dev/docs/test-parallel) to improve test suite performance and reduce overall execution time. For even greater parallelization, you can also scale test execution on multiple machines. - **Visual Studio Code extension for debugging:** A dedicated extension to debug your tests right in Visual Studio Code, see error messages, set breakpoints, and step through your test logic. - **Videos, screenshots, and visual comparisons:** Record videos of test execution, generate screenshots, and visually compare screenshots to conduct visual regression testing. - **Automatic test generation:** Let the tool generate tests for you as you perform actions in the browser. - **Different result reporters:** Set up the reporter that best suits your needs to produce test results as a list, in HTML, as an image, in JSON, and more. - **Network interception:** Stub and manipulate network requests to simulate different scenarios without having to modify your server. - **Device emulation:** Run testing without the need for physical devices thanks to [emulated devices](https://playwright.dev/docs/emulation), including mobile devices. - **Automatic waiting:** Playwright automatically waits for UI elements to be ready, eliminating the need for manual wait commands and reducing flakiness. - **Full browser interaction:** Interact with the browser to open new tabs, navigate between pages, and handle context switches. Also, you can [mock experimental browser APIs](https://playwright.dev/docs/mock-browser-apis). ## Cypress vs. Playwright: Similarities and Differences Let's now analyze what the two tools have in common and where they differ. ### Similar Aspects Playwright and Cypress are both open-source frameworks designed for end-to-end testing through browser automation. Their goal is to validate the functionality of a web application on various browsers. To achieve that, the two tools offer rich APIs to simulate user interactions, including clicking buttons, filling out forms, and navigating between pages. In addition, both tools focus on developer experience by providing an intuitive API for writing and maintaining test scripts. Quality-of-life features like automatic waiting improves test reliability by eliminating the need for boilerplate code. Plus, request stubs make it easier to mock and manipulate AJAX requests without having to touch the server. When it comes to setting up the test suite, both tools offer guided procedures to get you started in minutes. At the same time, configuring the frameworks and browsers to get the desired result can take a while. The two libraries also offer extensive debugging capabilities, including inspection of test execution, screenshot capabilities, and video recording. To run tests on CI, they support launching browsers in [headless mode](https://developer.chrome.com/blog/headless-chrome), without the GUI. ### Main Differences An effective way to see the Playwright versus Cypress differences is to look at their syntax. Suppose you want to submit a login form with "myusername" and "mypassword" credentials and verify that it redirects users as expected. This is how you can do it in Cypress: ```javascript describe("Login form test", () => { it("should log in successfully", () => { // visit the login page cy.visit("/login"); // type the username into input field cy.get("#username").type("myusername"); // type the password into input field cy.get("#password").type("mypassword"); // submit the form cy.get("form").submit(); // verify that the app redirect you to the dashboard page cy.url().should("include", "/dashboard"); }); }); ``` Here's how you can achieve that in Playwright: ```javascript import { test, expect } from "@playwright/test"; describe("Login form test", () => { it("should log in successfully", async () => { // visit the login page await page.goto("http://example.com/login"); // type the username into input field await page.fill("#username", "myusername"); // type the password into input field await page.fill("#password", "mypassword"); // submit the form await page.click('form [type="submit"]'); // verify the app redirect you to the dashboard page expect(page.url()).toContain("/dashboard"); }); }); ``` Although both frameworks are based on Mocha's syntax for structuring tests, their APIs are quite different. This difference in syntax impacts readability and ease of test writing, depending on developer preference. Note that Playwright's API is richer because it also allows you to control browser tabs, which isn't supported by Cypress. Another significant difference is in their parallelization capabilities. Playwright natively supports parallel test execution out of the box. On the contrary, Cypress doesn't support parallelization by default. In this case, developers need to rely on plugins like [`cypress-parallel`](https://www.npmjs.com/package/cypress-parallel). While Cypress can be expanded with plugins, Playwright comes with more built-in features. At the same time, [Cypress Cloud](https://www.cypress.io/cloud) rounds out the offerings with interesting additional functionality. Unfortunately, not all of them are free. ## Which to Choose — Playwright or Cypress? Whether you use Playwright and Cypress depends on a project's specific requirements and context. There's no one-size-fits-all answer, as each framework has strengths and weaknesses. For use cases where simplicity is paramount, Cypress may be the best choice. Its focus on developer experience and ease of debugging makes it well-suited for teams with limited experience in test automation or small projects with simpler testing requirements. In contrast, Playwright shines in scenarios that require cross-browser testing or complex automation. Similarly, it's great if you are unsure which language to write your tests in. Its flexibility makes it preferable for larger projects or those with specific requirements not fully covered by Cypress's capabilities, such as visual regression testing. However, Cypress is better for other scenarios, such as component testing. Let's summarize some of the pros and cons of each tool. ### Cypress: Pros and Cons **👍 Pros** - Automatic waits for commands and assertions. - Captures snapshots during test execution. - Plugin support. **👎 Cons** - Available only in JavaScript. - No support for multi-tabs. - Can't control two browsers at the same time. ### Playwright: Pros and Cons **👍 Pros** - Cross-browser and cross-language support. - A lot of features, such as reporting, automatic test generation, and VS Code debugging. - Out-of-the-box parallel execution. **👎 Cons** - Can't be extended via plugins. - Still relatively new. - No support for function spies. ### Playwright vs. Cypress Comparison Table | **Criteria** | **Playwright** | **Cypress** | | ----------------------------- | -------------------------------------------------------------------- | ------------------------------------------------------------------------- | | **Languages** | TypeScript, JavaScript, Java, Python, and C# | JavaScript | | **Browser support** | Chrome, Firefox, WebKit, Edge, and all other Chromium-based browsers | Chrome, Firefox, Electron, and other Chromium-based browsers such as Edge | | **GitHub repository** | [`microsoft/playwright`](https://github.com/microsoft/playwright) | [`cypress-io/cypress`](https://github.com/cypress-io/cypress) | | **First release** | January 31, 2020 | September 10, 2017 | | **GitHub stars** | Over 62k | Over 45k | | **Open source** | ✅ | ✅ | | **E2E testing** | ✅ | ✅ | | **Integration testing** | ✅ | ✅ | | **Unit testing** | ✅ | ✅ | | **Component testing** | Experimental support | ✅ | | **Visual regression testing** | ✅ | Not natively, but possible via a plugin | | **Assertion engine** | Playwright custom assertion engine | Chai | | **High-level text syntax** | Mocha-like BDD syntax | Mocha-like BDD syntax | | **Architecture** | Controls browsers via the DevTools protocol and similar protocols | Executes tests directly inside the browser | | **Tab support** | Yes | Limited | | **Parallelization** | Supported natively | Via paid Cypress Cloud plans or external plugins | | **Automatic waiting** | Yes | Yes | | **Screenshots support** | Screenshots and videos | Screenshots on all browsers and videos only on Chromium-based browsers | | **CI/CD integration** | Yes | Yes | | **Free** | Yes | Yes, but some features are only available with a Cypress Cloud paid plan | ## Wrapping Up In this Playwright versus Cypress blog post, we took a look at what Cypress and Playwright have to offer and weighed their pros and cons. You now know: - Why Cypress and Playwright are two of the most popular end-to-end testing tools - The features offered by both frameworks - Where and how the two tools differ - Which one you should choose to test your web application Thanks for reading! **P.S. If you liked this post, [subscribe to our JavaScript Sorcery list](https://blog.appsignal.com/javascript-sorcery) for a monthly deep dive into more magical JavaScript tips and tricks.** **P.P.S. If you need an APM for your Node.js app, go and [check out the AppSignal APM for Node.js](https://www.appsignal.com/nodejs).**
antozanini
1,877,912
Develop Real-Time Chat Apps with Laravel Reverb and Vue 3
In today’s digital era, real-time chat apps have become an essential means of communication,...
0
2024-06-05T10:52:46
https://dev.to/ellis22/develop-real-time-chat-apps-with-laravel-reverb-and-vue-3-14m3
laravel, vue, vue3, javascript
In today’s digital era, real-time chat apps have become an essential means of communication, fostering connections between users across the globe instantly. The development of such applications requires a robust framework that can manage real-time data efficiently and seamlessly. This is where Laravel Reverb and Vue 3 come into play, offering developers a powerful combination of tools to craft sophisticated chat apps. By leveraging Laravel Reverb for the backend and Vue 3 for the frontend, developers can build interactive and scalable real-time chat applications that meet the demand for instant communication. {% youtube 8ykxcM0-3Yg %} Don't get left behind! Try **[Spec Coder: Supercharge Your Coding with AI!](https://qirolab.com/spec-coder)** . This article aims to guide you through the process of developing real-time chat apps using Laravel Reverb and Vue 3, from setting up your development environment to deploying a fully-functional chat application. We will start by setting up the development environment, then move on to building the backend with Laravel Reverb, and developing the frontend with Vue 3. Finally, we will cover testing and running your chat application, ensuring that you have a solid foundation to create your own chat gpt apps. By the end of this guide, you will be well-equipped to tackle the challenges of crafting real-time chat applications, making the most of the synergy between Laravel Reverb and Vue 3. [![Spec Coder](https://i.imgur.com/lqkt7a3.png)](https://qirolab.com/spec-coder) ## Setting Up Your Development Environment To initiate the development of a [real-time chat application using Laravel Reverb and Vue 3](https://qirolab.com/posts/building-real-time-chat-applications-with-laravel-reverb-and-vue-3), start by installing Laravel 11 with the Composer command: ``` composer create-project laravel/laravel:^11.0 laravel-reverb-react-chat cd laravel-reverb-react-chat/ ``` Following the installation, configure Laravel Reverb by executing the command: ``` php artisan install:broadcasting ``` This command facilitates the installation of Laravel Reverb and builds the necessary Node dependencies for broadcasting. Ensure that the environment variables specific to Reverb are correctly set in the `.env` file, including `BROADCAST_CONNECTION=reverb`, `REVERB_APP_ID`, `REVERB_APP_KEY`, and others. Next, proceed to configure the `reverb.php` and `broadcasting.php` files located in the config directory. These configurations are crucial for establishing a connection to Reverb, where the Reverb "application" credentials play a pivotal role in verifying client-server requests. For the frontend setup with Vue 3, begin by installing Vue CLI globally using: ``` npm install -g @vue/cli ``` Then create a new Vue project with vue create client. Navigate to the client directory and start the development server with `npm run serve`. Integrate Vue 3 into your Laravel project by updating the `src/App.vue` file with your desired components and layouts, and make API requests to the Laravel backend using Axios or similar HTTP client libraries. Lastly, incorporate Tailwind CSS for styling by installing it via npm and configuring it in your project to enhance the UI of your chat application 10. ## Building the Backend ### Creating Models, Migrations, and Controllers To establish the foundation of the backend, one starts by generating a model along with its corresponding migration and controller using the command: ``` php artisan make:model Message -mcr ``` This command efficiently sets up the necessary files, enabling the creation of the messages database table and the establishment of CRUD operations within the controller. ### Defining Routes and Blade Views Next, the routes are defined in the `web.php` file, ensuring that they are correctly set up to handle incoming requests. For instance, routes for different settings pages are meticulously mapped to their respective controllers 18. Concurrently, Blade views are created and linked to these routes, allowing for dynamic content rendering based on the passed route parameters. ### Handling Real-Time Broadcasting with Laravel Reverb Finally, to handle real-time broadcasting, Laravel Reverb is integrated by setting up the necessary broadcasting configurations and creating events that trigger real-time updates. Commands like `php artisan install:broadcasting` are used to configure Laravel Reverb. Events are then defined to broadcast updates to the client, ensuring seamless real-time communication within the chat application. ## Developing the Frontend ### Designing the Chat Interface with Vue 3 In the development of the chat interface using Vue 3, the App.vue component orchestrates the core functionalities such as fetching chat messages and managing user interactions. The design integrates a Messages component that displays chat messages in a list, where each message includes the sender's name, avatar, and text. This setup ensures that the latest messages are immediately visible through the use of a bottomRef, which Vue's onUpdate lifecycle function automatically scrolls to upon message arrival. ### Using Vue Components for Real-Time Interactivity To enhance real-time interactivity, the Input component in Vue allows users to input text and send messages. This component does not send messages directly but triggers a callback when the send button is clicked, which then communicates with the backend to process the message. The seamless integration of components like `ChatMessages.vue` within the Vue application facilitates efficient data handling and user interaction, leveraging the Axios library for asynchronous data transfer. Managing Chat Messages and Notifications Effective management of chat messages and notifications is crucial for a responsive user experience. Utilizing WebSockets, the frontend can receive notifications pushed from the server, addressing concerns about performance and connection management. Additionally, the Messages component is designed to differentiate messages sent by the user from those received, enhancing the clarity and usability of the chat interface. ## Testing and Running Your Chat Application ###Starting the Laravel Event Broadcasting Server To initiate the Laravel event broadcasting, utilize the command `php artisan reverb:start` to activate the WebSocket server, ensuring real-time communication capabilities. This setup is crucial for managing live interactions within the chat application. ### Compiling Assets with Laravel Vite During development, compile your assets using Vite by running `npm run build`. This command assembles the frontend resources, integrating them seamlessly with Laravel through the Vite configuration. Ensure that the Vite development server is correctly configured to handle HTTPS connections if required. ### Performing End-to-End Testing For comprehensive testing, execute end-to-end tests by setting up a testing environment that mimics production settings. Utilize the php artisan serve command to run the application and verify its functionality by logging in as different users and interacting within the chat. This process helps in identifying and resolving any issues before the final deployment. ## Conclusion Throughout this article, we’ve navigated the intricate process of building a [real-time chat application using Laravel Reverb](https://www.youtube.com/watch?v=8ykxcM0-3Yg) and Vue 3, highlighting the strengths and synergies of these technologies. From configuring the initial setup to integrating real-time broadcasting, every step has been designed to equip you with the knowledge to create sophisticated and scalable chat applications. This journey not only emphasizes the importance of real-time data management in today's digital communication but also illustrates how these technologies can be effectively harnessed to achieve it. The broader implications of adopting Laravel Reverb and Vue 3 for real-time chat applications suggest a robust framework for developers aiming at high-performance and responsive chat solutions. As we conclude, remember that the journey of learning and development extends beyond the completion of this project. There's ample opportunity for further research, especially in optimizing performance and enhancing user experience. Embrace the challenges and possibilities as you venture into developing your chat applications, empowered by the insights and foundations laid out in this guide. [![Spec Coder](https://i.imgur.com/lqkt7a3.png)](https://qirolab.com/spec-coder)
ellis22
1,877,911
خرید اشتراک پرمیوم تلگرام با تخفیف ویژه - آس خدمت
آیا به دنبال دسترسی به امکانات ویژه تلگرام هستید؟ آیا می‌خواهید از قابلیت‌های بی‌نظیر تلگرام پرمیوم...
0
2024-06-05T10:50:01
https://dev.to/as_khedmat_dc8eb1b4ef69cb/khryd-shtrkh-prmywm-tlgrm-b-tkhfyf-wyjh-as-khdmt-44b6
آیا به دنبال دسترسی به امکانات ویژه تلگرام هستید؟ آیا می‌خواهید از قابلیت‌های بی‌نظیر تلگرام پرمیوم بهره‌مند شوید اما هزینه‌های بالای آن شما را نگران کرده است؟ آس خدمت با ارائه اشتراک پرمیوم تلگرام با تخفیف‌های استثنایی، این امکان را برای شما فراهم کرده تا با اطمینان و قیمت مناسب از بهترین امکانات این پیام‌رسان محبوب استفاده کنید. چرا اشتراک پرمیوم تلگرام؟ تلگرام به عنوان یکی از پرکاربردترین پیام‌رسان‌های دنیا، امکانات گسترده‌ای برای ارتباط و مدیریت محتوا ارائه می‌دهد. با داشتن اشتراک پرمیوم تلگرام، شما می‌توانید به قابلیت‌های ویژه‌ای دسترسی پیدا کنید که تجربه استفاده از این اپلیکیشن را برای شما به مراتب بهبود می‌بخشد. امکانات [اشتراک تلگرام پرمیوم](https://askhedmat.ir/telegram-premium) آس خدمت: 1. امکان تهیه اشتراک یک ماهه و یک ساله: با توجه به نیاز و بودجه خود، شما می‌توانید از پلن‌های یک ماهه و یک ساله استفاده کنید و از تخفیف‌های ویژه ما بهره‌مند شوید. 2. دارای آی‌پی اختصاصی جهت استفاده: با خرید اشتراک پرمیوم تلگرام از آس خدمت، شما یک آی‌پی اختصاصی رایگان دریافت می‌کنید که امنیت استفاده از تلگرام را برای شما افزایش می‌دهد. 3. قابل استفاده با شماره‌های ایرانی: شما می‌توانید این اشتراک را با شماره‌های ایرانی خود فعال کنید و از تمامی امکانات پرمیوم تلگرام بدون هیچ محدودیتی استفاده کنید. 4. دارای فاکتور و ضمانت: آس خدمت با ارائه فاکتور و ضمانت معتبر، اطمینان خاطر شما را از خرید فراهم می‌کند. ما تضمین می‌کنیم که اشتراک شما با کیفیت بالا و بدون هیچ مشکلی فعال شود. 5. قابل استفاده با ۵ شماره متفاوت: شما می‌توانید این اشتراک را بر روی پنج شماره مختلف فعال کنید و از آن به صورت همزمان استفاده کنید. 6. تخفیف عالی نسبت به قیمت اصلی: با خرید از آس خدمت، شما از تخفیف‌های ویژه ما بهره‌مند می‌شوید که نسبت به قیمت اصلی تلگرام بسیار به صرفه است. چرا آس خدمت؟ [آس خدمت](https://askhedmat.ir) با تجربه و تخصص خود در ارائه خدمات مرتبط با شبکه‌های اجتماعی و پیام‌رسان‌ها، به یکی از معتبرترین برندها در این حوزه تبدیل شده است. ما با ارائه اشتراک‌های پرمیوم تلگرام با تخفیف‌های ویژه، سعی داریم تا نیازهای شما را به بهترین شکل ممکن برآورده کنیم. اعتماد شما سرمایه ماست و ما با ارائه خدمات برتر، سعی در جلب رضایت شما داریم. نحوه خرید اشتراک پرمیوم تلگرام از آس خدمت: 1. انتخاب پلن: شما می‌توانید پلن مورد نظر خود را از بین پلن‌های یک ماهه و یک ساله انتخاب کنید. 2. ثبت سفارش: با ثبت سفارش خود و ارائه اطلاعات لازم، تیم ما در اسرع وقت اشتراک شما را فعال خواهد کرد. 3. دسترسی به اشتراک: پس از فعال‌سازی، شما به تمامی امکانات پرمیوم تلگرام دسترسی خواهید داشت و می‌توانید استفاده از آنها را آغاز کنید. جمع‌بندی اگر به دنبال دسترسی به امکانات ویژه تلگرام با قیمت مناسب هستید و می‌خواهید از تخفیف‌های استثنایی بهره‌مند شوید، آس خدمت بهترین گزینه برای شماست. با تخفیف‌های ویژه و امکانات بی‌نظیر، ما این اطمینان را به شما می‌دهیم که تجربه‌ای بی‌نظیر از تلگرام خواهید داشت. همین حالا پلن مورد نظر خود را انتخاب کنید و از تخفیف‌های ویژه ما بهره‌مند شوید. برای اطلاعات بیشتر و ثبت سفارش، به وب‌سایت آس خدمت مراجعه کنید یا با کارشناسان ما تماس بگیرید. ما همیشه آماده پاسخگویی به سوالات و نیازهای شما هستیم.
as_khedmat_dc8eb1b4ef69cb
1,877,910
When to Switch to Dedicated Server Hosting for Your Business
Does your business WordPress website experience performance or security vulnerabilities? Upgrading...
0
2024-06-05T10:49:27
https://dev.to/wewphosting/when-to-switch-to-dedicated-server-hosting-for-your-business-137e
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/p56i27kwkxvc777nawmu.jpg) Does your business WordPress website experience performance or security vulnerabilities? Upgrading to [dedicated server hosting](https://wewp.io/) may be the solution you need. This hosting solution offers exclusive access to an entire physical server dedicated solely to your website, providing unmatched performance, security, and customization. Key Advantages: 1. **Performance**: Dedicated resources ensure high-speed performance, faster loading times, and improved search engine rankings. 2. **Security**: Robust security measures, such as firewall protection and regular updates, safeguard your website against cyber threats. 3. **Customization**: Full control over the server environment allows for tailored configurations and software installations. 4. **Reliability**: Eliminates risks associated with shared resources, ensuring maximum uptime and reliability. 5. **Scalability**: Easily scale resources to accommodate growing traffic and expanding business needs. **Also Read** : [What's New in WordPress 6.5?](https://www.wewp.io/whats-new-in-wordpress-6-5/) ### Signs It's Time to Upgrade: 1. Increased traffic and resource demands 2. Performance issues and slow loading times 3. Need for extensive customization and scalability ### Steps to Set Up Your Dedicated Server: C 1. hoose a Hosting Provider and Server: Select a reliable provider offering tailored solutions. 2. Order and Configure Your Server: Provision and configure the server according to your specifications. 3. Access Your Server: Use remote access tools to securely access your server. 4. Update and Secure Your Server: Regularly update software and implement security measures. 5. Install Necessary Software: Set up web server software, databases, and programming languages. 6. Configure Your Web Server: Optimize performance and security settings. 7. Deploy Your Website: Transfer files and databases, configure settings, and test functionality. 8. Monitor and Maintain Your Server: Regularly check performance, security, and resource usage. 9. Optimize Performance: Fine-tune server configurations for peak performance. **Also Read** : [A Comprehensive Guide to Dedicated Hosting](https://www.wewp.io/comprehensive-guide-to-dedicated-hosting/) Choosing the right dedicated hosting provider is crucial. Factors to consider include reliability, performance, security measures, customer support, and pricing. By investing in dedicated server hosting, you can ensure optimal performance, reliability, and flexibility for your WordPress website, supporting long-term business growth. Read Full Blog Here With Complete Insight : [www.wewp.io](https://www.wewp.io/consider-dedicated-server-hosting/)
wewphosting
1,877,909
Custom FIORI Applications for HCM, FICO
Offering Description: Xyram offers deep expertise in SAP integrations with different applications...
0
2024-06-05T10:48:25
https://dev.to/bheema_podili/custom-fiori-applications-for-hcm-fico-3d32
Offering Description: Xyram offers deep expertise in SAP integrations with different applications and enterprise mobility with**[ custom FIORI UI5 applications to provide end-to-end](https://www.xyramsoft.com/case-studies/custom-fiori-applications-hcm-fico-business-processes)** flow of your enterprise data with a great user experience and simplified process flows in reduced project timelines. **Business Outcomes:** Simplified process flows across organizational applications for business agility with great user experience in shorter project timelines. **Expertise:** Strong UI5/FIORI experts Strong Integration Architects Strong process experts and SMEs Deep knowledge of enterprise data needs
bheema_podili
1,877,908
What are the most promising decentralized applications available today?
Decentralized applications (dApps) are changing many industries by using blockchain technology to...
0
2024-06-05T10:47:45
https://dev.to/sanaellie/what-are-the-most-promising-decentralized-applications-available-today-1af1
dapp, blockchain, decentralized, cryptocurrency
[Decentralized applications](https://www.kryptobees.com/dapp-development-company) ([dApps](https://www.kryptobees.com/dapp-development-company)) are changing many industries by using blockchain technology to enhance security, transparency, and user control. Some of the most promising dApps today are making significant impacts in finance, gaming, supply chain, and social media. **1. Finance:** In the financial sector, dApps like Uniswap and Aave are leading the way. Uniswap is a decentralized exchange ([DEX](https://www.kryptobees.com/decentralized-exchange-development-company)) that lets users trade cryptocurrencies without intermediaries, providing liquidity through automated market-making. Aave, a decentralized lending platform, allows users to borrow and lend cryptocurrencies in a secure environment, offering features like flash loans and yield farming. **2. Gaming:** Axie Infinity and Decentraland are pioneers in decentralized gaming. Axie Infinity is a blockchain-based game where players breed, raise, and battle fantasy creatures called Axies. It incorporates play-to-earn mechanics, allowing players to earn cryptocurrency. Decentraland is a virtual reality platform where users can create, explore, and trade digital real estate, using blockchain to establish ownership and scarcity. **3. Supply Chain:** VeChain is transforming supply chain management with its blockchain-based solutions. It provides tools for tracking products from production to delivery, ensuring transparency and reducing fraud. By using VeChain, companies can verify the authenticity and origin of products, enhancing consumer trust. **4. Social Media:** Mastodon and Steemit are leading decentralized social media platforms. Mastodon is an open-source, federated social network that gives users control over their data and communities. Steemit rewards users with cryptocurrency for creating and curating content, promoting a more user-centric social media experience. These dApps are pushing the boundaries of what is possible with blockchain technology. They are setting new standards for security, transparency, and user empowerment. As these applications continue to evolve, they are poised to play a crucial role in shaping the future of technology across various domains.
sanaellie
1,877,907
Sachin Dev Duggal - Future Employment and AI: Moving Beyond Technological Displacement
AI has transformed how we work, leading to a complete overhaul of the employment landscape. Besides...
0
2024-06-05T10:44:54
https://dev.to/triptivermaa01/sachin-dev-duggal-future-employment-and-ai-moving-beyond-technological-displacement-lf6
ai, beginners
AI has transformed how we work, leading to a complete overhaul of the employment landscape. Besides AI displacing some jobs, it also creates new ones and enhances current ones. As AI evolves, we must understand its implications for tomorrow's workforce and how to transition from technological replacement to a more teaming workplace environment.  **Automation and Job Displacement** The significant impact of AI on employment is automation. The fear of losing jobs has emerged with artificial intelligence (AI) systems that have become more capable of "thinking," like humans, being able to perform tasks previously performed by human beings. In manufacturing, the customer service industry, data entry, and other routine automated tasks are changing the available job types. Nevertheless, it must be borne in mind that while AI may replace some jobs, there will also be new career opportunities demanding skills in AI development, data analysis, and machine learning. [Sachin Dev Duggal](https://zeenews.india.com/india/exploring-innovations-in-fintech-app-development-with-builder-ai-2745981.html) the co-founder of Builder.ai, artificial intelligence (AI) will augment human potential while also leading to a change in employment positions that are more focused on creativity and innovation. Rather than being afraid that AI would cause job displacement, he advises embracing it as a tool for empowerment and teamwork.   **Augmentation and Collaboration** Rather than replacing humans entirely, AI is often used to augment human abilities and promote collaboration through machines. AI systems can process and interpret massive volumes of data, providing practical knowledge that people can use to make better decisions. Various fields, such as healthcare finance or marketing, are being transformed using AI-enhanced human intelligence. The globally acclaimed entrepreneur Sachin Dev Duggal, believes AI has the potential to revolutionize industries by improving procedures and streamlining undertakings, and optimizing operations. For example, in the finance landscape, financial decision-making can get support from machines in finance; and strategies can be optimized using this technology like ML coupled with AI. The automation and optimization brought by AI allows employees to manage complex activities involving emotional intelligence, critical thinking, and creativity, thereby leading to greater efficiency and productivity within the evolving workforce.    **Reskilling and Upskilling** AI's impact on the job market shows that continuous learning and adaptability are necessary. People must evolve their skills as roles change and new skills are demanded to remain competitive. This necessitates improving current know-how in line with technology (upskilling) and acquiring new ones for different positions (reskilling). Organizations, educational institutions, and governments have developed programs, workshops, and online platforms to assist employees with AI, data analysis, programming, and digital literacy training.  **Valuing Creative Contributions** [Sachin Dev Duggal](https://www.northernirelandworld.com/arts-and-culture/ai-is-threatening-150000-irish-jobs-set-to-be-displaced-within-the-decade-what-experts-say-4653026)'s vision revolves around creative contributions rather than routine tasks. Such a method understands that AI can automate repetitive chores, leaving time for human resources; subsequently, they can engage in tangible activities requiring creativity, critical thinking, and emotional intelligence. We could encourage this uniqueness in people to cultivate a culture within organizations where workers feel valuable and essential parts of an AI-driven labor market that changes over time.  **Broader Implications for the Future Workforce** The future workforce must be flexible, resilient, and knowledgeable about AI technologies. With AI emerging into an intelligent automation era where trivial duties are automated to enable people to concentrate on more meaningful jobs, we should no longer work like we used to but develop new skills, enabling us to fit today's changing employment world. Workers must upskill themselves proactively or reskill themselves to retain relevance in an AI-dominated economy. By emphasizing growth at the personal level and flexibility, the audience should feel confident enough when it comes to dealing with forthcoming job markets.  AI is changing the job market by automating routine tasks while giving space for creativity, critical thinking, and emotional intelligence. For one's success, one must be adaptable, resilient, and well-versed in cutting-edge technologies related to AI. Serial entrepreneurs like Sachin Duggal have championed shaping work towards valuing creative contributions and have provided training and support for the workforce to leverage AI opportunities. 
triptivermaa01
1,877,906
Best Boarding School in Dehradun
At The TonsBridge School, nestled in the serene hills of Dehradun, every day is a journey of living...
0
2024-06-05T10:44:25
https://dev.to/tonschool/best-boarding-school-in-dehradun-4a7c
boarding, cbse, schools, residential
At The TonsBridge School, nestled in the serene hills of Dehradun, every day is a journey of living and learning. As a leading CBSE day and [boarding school in Dehradun](https://www.thetonsbridge.com/blog/the-top-20-boarding-schools-in-dehradun/), we take pride in offering a nurturing environment where students not only excel academically but Also grow into complete individuals prepared to face the challenges of the world.
tonschool
1,877,842
Ice Spice AI Voice Changer: Your Ultimate Guide
Create unique AI voice changers with Ice Spice AI Voice. Learn how to craft cutting-edge voice...
0
2024-06-05T10:40:46
https://dev.to/novita_ai/ice-spice-ai-voice-changer-your-ultimate-guide-3lli
Create unique AI voice changers with Ice Spice AI Voice. Learn how to craft cutting-edge voice modulation tools on our blog. ## Key Highlights - Ice Spice AI Voice Generator is a powerful tool that allows users to make an Ice Spice AI cover and transform their voice into Ice Spice's voice. - The Ice Spice AI Voice has gained popularity in the field of content creation, providing a unique and captivating voice option. - The Ice Spice AI Voice Generator can be used for various innovative purposes, including parroting AI, remixing, and creating content for platforms like TikTok. - Creating your Ice Spice AI voice generator is easy with Voice Clone Instant API in Novita AI. - Understanding legal and ethical considerations, such as copyright and privacy issues, is crucial when using AI Voice Changer technology. ## Introduction Voice generation technology has come a long way, and Ice Spice AI Voice Changer is a standout player in the field. Ice Spice AI Voice Changer is here to revolutionize the way we create and interact with voice content. Create Your Ice Spice AI Voice Changer to make Ice Spice AI cover or transform audio files into Ice Spice's voice. In this ultimate guide, we will dive deep into the world of Ice Spice AI Voice Changer, exploring its features, benefits, and innovative uses. We will also provide a step-by-step guide on how to create your own Ice Spice AI Voice Generator through Voice Clone Instant API in Novita AI. Additionally, we will address legal and ethical considerations that come with using AI Voice Changer technology. So, let's unlock the full potential of Ice Spice AI Voice Changer! ## Understanding the Ice Spice AI Voice Changer The Ice Spice AI Voice Generator is a cutting-edge technology that utilizes artificial intelligence to transform voices.  ### Who is Ice Spice? Ice Spice, born on January 1, 2000, is an up-and-coming American rapper from New York City. In 2021, while studying at the State University of New York at Purchase, she crossed paths with record producer RiotUSA, which led to the start of her music career. With her breakthrough single "Munch (Feelin' U)" gaining popularity in late 2022, Ice Spice has become a rising star in the rap scene.  ### Why Ice Spice's Voice is a Trendsetter? Ice Spice's unique voice and charismatic delivery have earned her the title of a breakout star. Her distinct style and lyrical prowess have captivated audiences worldwide, making her an ideal choice for the AI Voice Generator. With the distinct tone, delivery, and style of Ice Spice's voice, content creators can elevate their videos, podcasts, advertisements, and other forms of media, making them more immersive and memorable. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/84q2z850dxox8r47sat4.png) ### How Does AI Voice Changer Work? The AI Voice technology used in the Ice Spice AI Voice Changer is a result of advanced AI research and innovation. It combines Natural Language Processing (NLP) techniques with deep learning algorithms to create realistic and customizable voices. Here's how it works: - Voice Synthesis: Using advanced algorithms, the AI Voice Changer synthesizes the analyzed data to generate the desired voice, including replicating the nuances, accents, and emotions. - Real-Time Processing: The Ice Spice AI Voice Changer performs real-time processing of the input text, transforming it into speech that sounds like Ice Spice. - Customization Options: Users can further customize the AI-generated voice by adjusting parameters like pitch, speed, and tone, allowing for a personalized voice output. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/iv6g6d9n5imu62hkbh1x.png) ## Features of AI Voice Generator The AI Voice Generator offers a range of features that make it a versatile and powerful tool for content creators and businesses. ### Benefits of AI Voice Generator - **Customization:** Users can customize the voice's characteristics such as pitch, speed, accent, and tone to suit their specific needs. - **Cost-effective:** Compared to hiring professional voice talent, AI Voice Generators can be a cost-effective solution for businesses and individuals alike. - **Inclusivity:** They can help create more inclusive digital experiences by providing voices in multiple languages and dialects, catering to a global audience. - **Prototyping:** For developers, these tools can be used to prototype voice-enabled applications, allowing them to test ideas before fully developing them. - **Research and Development:** Researchers can use AI Voice Generators to study the nuances of human speech and develop new technologies in speech synthesis and recognition. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/i8hhr0yg2vixdifgkusg.png) ### Innovative Uses of Ice Spice AI Voice - **AI Covers:** Fans of Ice Spice can utilize Ice Spice's AI voice to cover their favorite songs, bringing more fun to the fan community. - **Remix:** Content creators can use the Ice Spice AI voice to remix existing audio content, adding a fresh and unique twist to songs, podcasts, and more. - **TikTok:** The Ice Spice AI voice is perfect for creating voiceovers and lip-sync videos on platforms like TikTok, YouTube, and more, adding a trendy and captivating voice to the content. - **Content Creators:** The Ice Spice AI voice can be used by content creators to enhance their videos, podcasts, and other forms of media, making them more engaging and memorable. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ok3pz5n8czy1bu7qddb9.png) ## How to Create Your Ice Spice AI Voice Changer Through Novita AI? Creating your Ice Spice AI Voice Changer is a straightforward process that can be done using APIs in Novita AI. ### Generating Ice Spice AI Covers Through Voice Clone Instant API Novita AI offers Voice Clone Instant API for developers like you to create your Ice Spice AI Voice Changer for real-time voice changing. Here's a step-by-step guide: - Step 1: Visit the [Novita AI](https://novita.ai/) website and log in. - Step 2: Click the "API" button and navigate to "[Voice Clone Instant](https://novita.ai/reference/audio/voice_clone_instant.html)" under the "Audio" tab. - Step 3: Get the API to create your Ice Spice AI Voice Changer and unleash your creativity. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/4uvedku3yfyzoioi5b57.png) As a powerful AI platform, Novita AI features many other APIs, like Text-to-speech (TTS) API which allows users to transform the text into desired voice. Follow the steps below to have a try! ### Making Ice Spice Audiobook Through TTS API In the "API" page, navigate to "[Text to speech](https://novita.ai/reference/audio/text_to_speech.html)" under the "Audio" tab to ask for API to further develop your Ice Spice AI Voice Changer. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/7szyxe18a6j7b1bu9a8b.png) Moreover, you can test the AI voice demo first in the "[txt2speech](https://novita.ai/product/txt2speech)" playground. For a more detailed guide, please refer to this blog, "[Create Best Japanese Text-to-Speech Software](https://blogs.novita.ai/create-best-japanese-text-to-speech-software/)". ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/weh53m5ah3rvigmup3zn.png) By the way, Novita AI also provides APIs for AI image generation which you can use to create AI image Generator related to Ice Spice. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6xxuhmp28z8udw00b1at.png) ### Tips for Perfecting the Ice Spice Voice - Practice: Familiarize yourself with Ice Spice's voice by listening to her music and studying her delivery. This will help you capture the essence of her voice in your content. - Voice Quality: Pay attention to the voice quality of your original audio file to ensure that the AI-generated Ice Spice Voice sounds authentic and natural. - Emotional Delivery: Try to infuse your content with the same level of emotion and expressiveness to make it more engaging and impactful. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/k7s1l88s79qy64dpq12f.png) ## Navigating Legal and Ethical Considerations When using AI Voice Changer technology like the Ice Spice AI Voice Generator, it is essential to navigate legal and ethical considerations.  ### Understanding Copyright and Fair Use Copyright and fair use are important aspects to consider when using AI Voice Changer technology like the Ice Spice AI Voice Generator. If applicable, consider fair use guidelines to ensure the legal and ethical use of copyrighted material. ### Respecting Privacy and Consent in Voice Generation When using AI Voice Changer technology, it is important to handle this data responsibly, ensuring it is secure and used only for authorized purposes. Clear and informed consent should be obtained before using anyone's voice in AI-generated content. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/w5varyyuadph2vlcb7pb.png) ## Conclusion In conclusion, Ice Spice AI Voice offers a cutting-edge solution for creating unique voice changers. With its innovative features and trendsetting technology, Ice Spice stands out in the AI voice generation industry. By following the step-by-step guide, developers can easily generate their AI voice changer with APIs provided by Novita AI. It's essential to navigate legal and ethical considerations regarding copyright, privacy, and consent when using AI voice changers. Explore the endless possibilities and benefits of incorporating AI voice technology into your projects! ## Frequently Asked Questions about Ice Spice AI Voice Generator ### How do I Make Ice Spice AI Covers? To quickly make Ice Spice AI covers, you can use the "voice-clone-instant" in Novita AI. Simply upload the file of the song you want her to cover, select Ice Spice's voice model, and then you'll get an Ice Spice AI cover. ### Is There Any Limit on Upload Audio Duration? Yes, there are different limitations in different AI platforms. While in Novita AI, the uploaded audio file should be over 1 minute long. > Originally published at [Novita AI](https://blogs.novita.ai/ice-spice-ai-voice-changer-your-ultimate-guide/?utm_source=dev_audio&utm_medium=article&utm_campaign=ice-spice) > [Novita AI](https://novita.ai/?utm_source=dev_audio&utm_medium=article&utm_campaign=ultimate-guide-ice-spice-ai-voice-changer), the one-stop platform for limitless creativity that gives you access to 100+ APIs. From image generation and language processing to audio enhancement and video manipulation,cheap pay-as-you-go , it frees you from GPU maintenance hassles while building your own products. Try it for free.
novita_ai
1,877,905
Does Your Hosting Plan Meet Your WordPress Site’s Needs?
Choosing the right hosting plan is crucial for your WordPress website's performance, security, and...
0
2024-06-05T10:39:51
https://dev.to/wewphosting/does-your-hosting-plan-meet-your-wordpress-sites-needs-23n
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/e5ggjh9tlfdm7a9qso04.jpg) Choosing the right hosting plan is crucial for your WordPress website's performance, security, and scalability. When selecting a plan, consider factors like traffic, performance needs, security, and scalability. ### There are various hosting options: 1. **Shared Hosting**: Affordable but with resource and performance limitations. 2. **VPS Hosting**: Offers better performance and control, suitable for moderate to high traffic sites. 3. **Dedicated Hosting**: Provides the best performance and security with a dedicated server, ideal for large-scale sites. 4. **Managed WordPress Hosting**: Tailored for WordPress, with automatic updates and enhanced security. 5. **Cloud Hosting**: Uses a network of virtual servers for enhanced reliability and scalability. 6. **Composer-Based Hosting**: For developers using Composer, offering efficient dependency management. Disk space is critical, determining how much data your site can store. On average, a WordPress site uses 500MB to 1GB. Monitor and optimize disk space by compressing media files and removing unused themes and plugins. Signs that your hosting plan may be insufficient include slow loading times, frequent downtime, limited resources, security vulnerabilities, and lack of scalability. To upgrade, assess your needs, research providers, migrate your site, and optimize performance. ### WeWP offers various plans with different storage capacities: 1. Individual/Starter Plan: 10GB for small to medium-sized sites. 2. Agency Tier 1 Plan: 25GB for growing projects. 3. Agency Tier 2 Plan: 50GB for larger projects. 4. Agency Tier 3 Plan: 80GB for high-traffic sites. Additionally, WeWP provides custom Enterprise solutions for specific needs. Best practices for optimizing hosting include using caching plugins, implementing a CDN, keeping everything updated, and monitoring performance. Choosing the right hosting plan ensures your site remains fast, secure, and scalable. WeWP offers diverse managed hosting plans to suit different needs, enhancing your site's performance and growth. **Read Full Blog Here With Insights** : [https://www.wewp.io/](https://www.wewp.io/hosting-plan-enough-for-wordpress-site/)
wewphosting
1,877,904
What is MANUAL TESTING its DRAWBACKS and BENEFITS.
Manual testing is a fundamental process in software testing where testers manually execute test cases...
0
2024-06-05T10:39:46
https://dev.to/s1eb0d54/what-is-manual-testing-its-drawbacks-and-benefits-4830
Manual testing is a fundamental process in software testing where testers manually execute test cases without the aid of automation tools. It involves a human tester interacting with the software application, exploring its features, and verifying its behavior against predefined test scenarios. Manual testing is essential for ensuring the quality and functionality of software products and is often complemented by automated testing methodologies. Let's delve into the benefits and drawbacks of manual testing with examples and diagrams. ### Benefits of Manual Testing: 1. **Human Insight and Intuition:** - Human testers can leverage their intuition and domain knowledge to identify potential issues that automated tests might overlook. For instance, a tester might detect a usability flaw that impacts the overall user experience, which automated tests may not capture. - *Example:* During manual testing of a web application, a tester notices that a critical button is not responsive on certain mobile devices due to a design oversight. 2. **Flexibility and Adaptability:** - Manual testing allows testers to adapt quickly to changes in requirements or features. Testers can explore the software organically, responding to real-time feedback and adjusting their testing approach accordingly. - *Example:* A tester performs ad-hoc testing on a newly implemented feature, uncovering unexpected behavior and providing valuable feedback to the development team. 3. **Exploratory Testing:** - Manual testing enables exploratory testing, where testers explore the software dynamically without predefined test cases. This approach can uncover complex issues and edge cases that automated tests may not cover. - *Example:* A tester explores various combinations of user inputs in a search functionality, discovering a bug that occurs only under specific search criteria. ### Drawbacks of Manual Testing: 1. **Time and Resource Intensiveness:** - Manual testing can be time-consuming and labor-intensive, especially for large or complex applications. Testers must repeat test cases across different environments and configurations manually, leading to longer testing cycles. - *Example:* In a manual regression testing phase for a web application, testers spend significant time retesting each functionality to ensure no regressions occur after a software update. 2. **Human Error and Variability:** - Manual testing is susceptible to human error, and testing results may vary between different testers. This variability can lead to inconsistencies in testing coverage and potentially overlook critical defects. - *Example:* Two different testers may interpret the same test case differently, leading to inconsistent testing outcomes and potentially missing critical defects. 3. **Scalability Challenges:** - As the size and complexity of the software project increase, manual testing becomes less scalable. It may not be feasible to perform comprehensive testing manually within reasonable timeframes. - *Example:* In a large-scale enterprise application with hundreds of features, manually testing every functionality for each release becomes impractical and resource-intensive. ### Summary: Manual testing offers unique advantages such as human insight, flexibility, and exploratory testing capabilities. However, it also presents challenges in terms of time, scalability, and human error. To mitigate these drawbacks, organizations often adopt a balanced approach by combining manual testing with automated testing techniques. By leveraging the strengths of both methodologies, software development teams can ensure comprehensive test coverage while optimizing testing efforts and resources.
s1eb0d54
1,877,903
Understanding Type Casting in Java: Importance, Usage, and Necessity
Introduction In Java programming, data types are fundamental, ranging from primitive types...
0
2024-06-05T10:39:20
https://dev.to/fullstackjava/understanding-type-casting-in-java-importance-usage-and-necessity-p8f
java, webdev, programming, tutorial
### Introduction In Java programming, data types are fundamental, ranging from primitive types like integers and floats to complex types like objects and arrays. Often, there is a need to convert a variable from one type to another to ensure compatibility and accuracy. This process is known as type casting. Type casting in Java enhances flexibility, efficiency, and precision. This blog will explore what type casting is in Java, its importance, how it is used, and why it is needed. ### What is Type Casting in Java? Type casting in Java is the process of converting a variable from one data type to another. This can be done implicitly by the compiler or explicitly by the programmer. Java supports two main types of type casting: 1. **Implicit Type Casting (Widening Conversion):** The compiler automatically converts a smaller data type to a larger data type. 2. **Explicit Type Casting (Narrowing Conversion):** The programmer manually converts a larger data type to a smaller data type using casting operators. ### Importance of Type Casting Type casting in Java is essential for several reasons: 1. **Data Compatibility:** Ensures that data types are compatible with various operations and methods. 2. **Precision and Accuracy:** Maintains the precision and accuracy of data during arithmetic operations. 3. **Resource Management:** Efficiently manages memory and processing resources. 4. **Interoperability:** Facilitates data exchange between different systems or components. ### Usage of Type Casting in Java #### Implicit Type Casting (Widening Conversion) Implicit type casting happens automatically and involves converting a smaller data type to a larger one. For example: ```java int a = 10; double b = a; // 'a' is implicitly cast to double System.out.println(b); // Output: 10.0 ``` In this example, the integer `a` is implicitly converted to a double to match the data type of `b`. #### Explicit Type Casting (Narrowing Conversion) Explicit type casting requires the programmer to specify the conversion. This is common when converting from a larger data type to a smaller one. For example: ```java double a = 9.8; int b = (int)a; // Explicitly cast double to int System.out.println(b); // Output: 9 ``` Here, `a` is explicitly cast to an integer, truncating the decimal part. ### Type Casting with Objects Java also supports type casting with objects, particularly when dealing with inheritance and interfaces. This involves converting between superclass and subclass types or between interface and implementing class types. #### Upcasting Upcasting is converting a subclass type to a superclass type. This is implicit: ```java class Animal {} class Dog extends Animal {} Dog d = new Dog(); Animal a = d; // Upcasting Dog to Animal ``` #### Downcasting Downcasting is converting a superclass type to a subclass type. This requires explicit casting: ```java Animal a = new Dog(); Dog d = (Dog)a; // Downcasting Animal to Dog ``` ### Need for Type Casting 1. **Avoiding Errors:** Prevents type errors during execution, ensuring data compatibility. 2. **Enhanced Functionality:** Enables type-specific operations, enhancing functionality. 3. **Data Manipulation:** Essential for transforming and processing data effectively. 4. **Interfacing with APIs and Libraries:** Ensures data type compatibility when working with external APIs or libraries. ### Best Practices for Type Casting in Java 1. **Use Explicit Casting When Necessary:** Avoid ambiguity and make the code more readable by using explicit casting. 2. **Check for Data Loss:** Be mindful of potential data loss when casting between types with different precision or range. 3. **Validate Data:** Always validate data before casting to ensure it is in a format that can be safely converted. 4. **Understand Language-Specific Behavior:** Familiarize yourself with Java’s specific casting rules and behavior. ### Examples of Type Casting in Java #### Implicit Casting ```java short s = 100; int i = s; // Implicit casting from short to int long l = i; // Implicit casting from int to long float f = l; // Implicit casting from long to float double d = f; // Implicit casting from float to double System.out.println("short: " + s); System.out.println("int: " + i); System.out.println("long: " + l); System.out.println("float: " + f); System.out.println("double: " + d); ``` #### Explicit Casting ```java double d = 100.04; long l = (long)d; // Explicit casting from double to long int i = (int)l; // Explicit casting from long to int System.out.println("double: " + d); System.out.println("long: " + l); System.out.println("int: " + i); ``` ### Conclusion Type casting is a powerful feature in Java that ensures data compatibility, precision, and efficient resource management. By understanding and utilizing type casting effectively, programmers can write more robust and versatile code. Whether working with simple data conversions or complex object casting, mastering type casting is essential for any Java developer. By leveraging type casting appropriately, you can handle data accurately, efficiently, and without errors, making it a vital skill in your programming toolkit.
fullstackjava
1,877,898
Don't Give Up
“Dude, sucking at something is the first step towards sorta being good at something.” Jake the...
0
2024-06-05T10:36:01
https://dev.to/lor1138/dont-give-up-2h3d
beginners
> “Dude, sucking at something is the first step towards sorta being good at something.” > _Jake the Dog_ ## Learning to code is hard. There is no way about it, learning to code on your own is hard. Thankfully there are a ton of excellent resources out there on the wonderful interwebs. Here are some of my favorites (this is not an exhaustive list): - [FreeCodeCamp](www.freecodecamp.com) - [Scrimba](www.scrimba.com) - [Code Academy](www.codeacademy.com) ## Community is important Having a good community of devs has been intregal to my learning consistancy. These are my favorites: - [Virtual Coffee](www.virtualcoffee.io) - [Open Sauced](www.opensauced.pizza) ## In sum I hope someone finds these tips helpful.
lor1138
1,877,741
Making your CV talk 🤖 Possible improvements 🚀
We can always do better! Little (or not so little) pessimist in me also want to say "We can also...
27,606
2024-06-05T10:34:25
https://dev.to/nmitic/making-your-cv-talk-possible-improvements-2pib
node, systemdesign, webdev, javascript
We can always do better! Little (or not so little) pessimist in me also want to say "We can also always do worse!" But do not listen to him! Let's see how we might make this better. ### Best code is the one you do not write! You can actually totally remove Backend service and have client make all the calls, problem is that you will have your API keys exposed and there is no other way to authenticate api calls as of now for Open AI and Eleven Labs. ### Cache 💵 because all cool kids are doing it! Cache! We are making call to fetch our CMS data on each request, this might not be needed as our data for CV does not change often if at all. This can also save costs because in the example I am using Hygrpah which has a free tier but can eventually reach its free quota. ### Maybe if we use **_please_** word more in our prompt? 🤓 (do not fail to note sarcasm in the quote) Better prompting, if you explore LlamaIndex there are ways how one can make their promoting yield better and more accurate responses. You can create custom Prompt template, or make have clear instructions about how system should behave. ## Outro 👋 This was a lot, please feel free to look at the code base and ask any question you might have. I would also welcome any improvements that one is willing to share. And lastly, if you make all the way, thank you so much I hope you had some fun and learn something in the process. --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,740
Making your CV talk 🤖 How to use express JS routes to listen for Web socket API?
All you need to do is to open web socket towards web socket api inside Express JS route....
27,606
2024-06-05T10:34:20
https://dev.to/nmitic/making-your-cv-talk-how-to-use-express-js-routes-to-listen-for-web-socket-api-2pda
websocket, node, nextjs
All you need to do is to open web socket towards web socket api inside Express JS route. `streamAudioAnswer` func is doing exactly that. Here is the flow: 1. Client request api path 2. Express Js Open web socket connection 3. Express JS sends message to web socket api 4. Web socket api responds 5. Express JS takes response and returns it to the Client 🔗🔗🔗 [For full implementation click here](https://github.com/nmitic/ai-interviewer/blob/49f55956c919b1b5ce2d32bdb97571fd4abf8fe9/src/routes/talk/route.ts) Example of `streamAudioAnswer` usage. ``` streamAudioAnswer({ question: question, onChunkReceived: (chunk) => { const buffer = Buffer.from(chunk, "base64"); res.write(buffer); }, onChunkFinal: () => { res.end(); }, onError: (error) => { console.error(`WebSocket Error: ${error}`); res.status(500).send(`WebSocket Error: ${error}`); }, onClose: (event) => { if (event.wasClean) { console.info( `Connection closed cleanly, code=${event.code}, reason=${event.reason}` ); } else { console.warn("Connection died"); } res.end(); }, }); ``` Function implementation: ``` export const streamAudioAnswer = ({ question, onChunkReceived, onChunkFinal, onError, onClose, }: { question: string; onChunkReceived: (audioChunk: string) => void; onChunkFinal: () => void; onError: (error: ErrorEvent) => void; onClose: (event: CloseEvent) => void; }) => { const voiceId = "IcOKBAbsVAB6WkEg78QO"; const model = "eleven_turbo_v2"; const wsUrl = `wss://api.elevenlabs.io/v1/text-to-speech/${voiceId}/stream-input?model_id=${model}`; const socket = new WebSocket(wsUrl); socket.onopen = async function (_event) { console.log("OPEN SOCKET"); const answerSource = await getAnswerSource(); const answerChunks = await getAnswerChunks(answerSource, question); const bosMessage = { text: " ", voice_settings: { stability: 0.5, similarity_boost: 0.5, }, xi_api_key: process.env.ELEVEN_LABS_API_KEY, }; socket.send(JSON.stringify(bosMessage)); for await (const text of textChunker(answerChunks)) { socket.send(JSON.stringify({ text: text, try_trigger_generation: true })); } const eosMessage = { text: "", }; socket.send(JSON.stringify(eosMessage)); }; socket.onmessage = function (event) { const response = JSON.parse(event.data.toString()); if (response.audio) { onChunkReceived(response.audio); } else { console.log("No audio data in the response"); } if (response.isFinal) { console.log("Audio stream chunks final"); onChunkFinal(); } }; socket.onerror = onError; socket.onclose = onClose; }; ``` --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,811
Digital Shield: How to Protect Yourself in the World of Information Threats
Hi all! Quite often I go online and don’t even suspect that danger could be lurking at literally...
0
2024-06-05T09:15:06
https://dev.to/gerda/digital-shield-how-to-protect-yourself-in-the-world-of-information-threats-3okg
Hi all! Quite often I go online and don’t even suspect that danger could be lurking at literally every step. Today I will try to explain to you the basics of information security. Information security today plays a huge role in the life of every person. After all, we store a lot of personal information on the Internet: from financial data to personal photos. And it can become the target of attacks from cybercriminals who are ready to use this information to harm us. In order to protect yourself and your data, you must follow a few simple but very important rules. First, use strong passwords to access your online accounts. Remember that "123456" or "qwerty" are not secure passwords! Secondly, pay attention to the addresses of the sites you go to. Check SSL certificates to make sure you're on a secure site and not a fake one designed to steal your data. Also keep an eye on software updates on your devices. Often, developers release patches to fix discovered vulnerabilities in the system, and it is necessary to install them in order to be protected from new types of attacks. It is also important to remember to back up your data regularly. Back up your information so that in the event of loss or a cyber attack, you can quickly restore your data. This will give you an additional level of protection and confidence in the safety of your valuable files and documents. Don't forget to use antivirus software and firewalls. These tools will help protect your devices from malware and hacker attacks. Update your antivirus software regularly so it can detect and block new threats that appear online. Educating yourself and your loved ones about cybersecurity is also important. Communicate with children and older relatives about what information should be avoided online, what threats can lurk on the Internet, and how to properly respond to suspicious situations. This will help not only you, but also those around you to be more secure online. Remember that information security is an ongoing process that requires attention. Follow best internet security practices and you can reduce your risk of becoming a victim of cybercrime. Do not neglect this issue, because your security and confidentiality of information should remain a priority. And of course, do not share personal information with suspicious people on the Internet. Do not respond to suspicious emails or follow suspicious links - this may lead to the theft of your data or infection of your device with viruses. Information security is an integral part of our digital life. Keep this in mind and follow these simple rules to protect yourself and your data from cyber threats. Don't ignore security issues - your personal information is worth much more than it seems at first glance. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/21to4ine40t7kw0x7iqa.png)
gerda
1,877,739
Making your CV talk 🤖 How to combine Open AI text stream response with Eleven Lab Web socket streaming in TypeScript?
Let's briefly refer back to this part of our system design. We have three parts: Fetch Relevant...
27,606
2024-06-05T10:34:15
https://dev.to/nmitic/making-your-cv-talk-how-to-combine-open-ai-text-stream-response-with-eleven-lab-web-socket-streaming-in-typescript-n50
elevenlabs, openai, typescript
Let's briefly refer back to this part of our system design. ![Eleven Labs web socket api with open AI system design](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/4a6xfcqbs7j9dmjqtrdk.png) We have three parts: 1. Fetch Relevant CMS data 2. Fetch stream from Open AI 3. Feed Web socket audio stream api with text stream from Open AI Eleven Labs uses web socket api to enable for audio stream, open AI uses rest api to return text stream. What is important here to achieve is that we do not want to wait for the open AI response before we can start streaming audio from eleven labs. > This means we need a way to send first chunk of Open AI stream as soon as possible to eleven labs. But we have a problem, Open AI or any other LLM api (Groq as well) returns chunks which do not represent any meaningful words which eleven labs requires in order to work as intended. This means that we need to buffer chunks into words from Open AI and only when we have our first word buffered we send a message to web socket of Eleven Labs and start streaming audio. For this purpose I wrote `textChunker` which is TS version of Python example Eleven Labs has in their docs. 🔗🔗🔗 [Click here to see Python version ](https://elevenlabs.io/docs/api-reference/websockets#example-voice-streaming-using-elevenlabs-and-openai) 🔗🔗🔗 [Click here for TextChunker code]( https://github.com/nmitic/ai-interviewer/blob/43935b78ad06f6c459908a675d9cf743bfd8396f/src/routes/talk/stream.ts#L30-L68) Example of Text Chunker usage. ``` socket.onopen = async function (_event) { console.log("OPEN SOCKET"); const answerSource = await getAnswerSource(); const answerChunks = await getAnswerChunks(answerSource, question); const bosMessage = { text: " ", voice_settings: { stability: 0.5, similarity_boost: 0.5, }, xi_api_key: process.env.ELEVEN_LABS_API_KEY, }; socket.send(JSON.stringify(bosMessage)); for await (const text of textChunker(answerChunks)) { socket.send(JSON.stringify({ text: text, try_trigger_generation: true })); } const eosMessage = { text: "", }; socket.send(JSON.stringify(eosMessage)); }; ``` 🔗🔗🔗 [For full implementation of Open AI with Eleven Labs click here](https://github.com/nmitic/ai-interviewer/blob/43935b78ad06f6c459908a675d9cf743bfd8396f/src/routes/talk/stream.ts#L70-L136) --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,897
Understanding MS-102 A Beginner's Guide
MS-102 How to use MS-102 exam dumps to achieve certification success? Utilizing MS-102 exam dumps...
0
2024-06-05T10:34:13
https://dev.to/herry21/understanding-ms-102-a-beginners-guide-3244
<a href="https://dumpsarena.com/microsoft-dumps/md-102/">MS-102</a> How to use MS-102 exam dumps to achieve certification success? Utilizing MS-102 exam dumps effectively can significantly increase your chances of success in achieving Microsoft 365 Mobility and Security certification. To maximize the benefits of these dumps, follow the strategies outlined below. Familiarize yourself with the exam objectives and structure. Exam dumps are most effective when used as a supplementary study tool alongside other resources like textbooks, videos, and practice exams. Next, identify reputable sources for obtaining MS-102 exam dumps. Trustworthy providers will offer <a href="https://dumpsarena.com/microsoft-dumps/md-102/">MS-102 exam dumps</a> up-to-date material that closely mirrors actual test questions. Look for recommendations from peers or online forums to find reliable exam dump providers. Once you have acquired high-quality MS-102 exam dumps, use them consistently throughout your preparation process. Allocate ample time to work through all the practice questions multiple times until you become comfortable answering them accurately and confidently. Additionally, analyze your performance on each set of practice questions. Identify areas where you struggle or need improvement so that you can dedicate more time to review those specific topics thoroughly before retaking the relevant sections within the exam dump materials. Incorporate timed testing into your study routine using MS-102 exam dumps. Simulating real test conditions will improve your ability to manage time effectively during actual exams while reducing stress levels on test day by increasing familiarity with question formats and content types commonly found within this certification examination field. Click here more info>>>> https://dumpsarena.com/microsoft-dumps/md-102/ . https://chng.it/Y9WY8GxK87 42. https://rentry.co/5mzdf9n2 43. https://velog.io/@shoutheasken/MS-102-Explained-A-Beginners-Handbook-vovw98rn 44. https://penzu.com/p/13d071bc3d69a804 45. https://www.goalissimo.org/forum/viewtopic.php?f=16&t=581291
herry21
1,877,738
Making your CV talk 🤖 How to read audio stream on client using Next JS?
Considering that our backend exposes url which streams audio solution is rather simple, we make use...
27,606
2024-06-05T10:34:11
https://dev.to/nmitic/making-your-cv-talk-how-to-read-audio-stream-on-client-using-next-js-5hda
node, nextjs
Considering that our backend exposes url which streams audio solution is rather simple, we make use of html Audio element and use the correct path. ![moving image of audio streaming component](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/oq3ix8dnme8giffgunzl.gif) Nothing about this is Next JS related, this is pure React JS TS solution, so you can use it in your React JS code base as well. For this purpose I created React component that can be re used. Code here: https://github.com/nmitic/nikola.mitic.dev/blob/745b103829874d0bb7b19d1668d793b99e23653b/components/InterviewerAITalk/components/AudioAnswer.tsx ``` export const AudioAnswer = ({ question, onAnswerDone, onAnswerStart, }: { question: string; onAnswerDone: () => void; onAnswerStart: () => void; }) => { const demo = process.env.NEXT_PUBLIC_AI_DEMO === "true"; return ( <audio autoPlay onPlay={onAnswerStart} onEnded={onAnswerDone}> <source src={`${process.env.NEXT_PUBLIC_AI_INTERVIEWER_SERVICE}/api/talk?question=${question}&demo=${demo}`} type="audio/mp3" /> </audio> ); }; ``` --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,737
Making your CV talk 🤖 How to read text stream on client using Next JS?
I have wrote a function which takes answer and callbacks to which UI can listen to and react as it...
27,606
2024-06-05T10:34:07
https://dev.to/nmitic/making-your-cv-talk-how-to-read-text-stream-on-client-using-next-js-351b
node, nextjs
I have wrote a function which takes answer and callbacks to which UI can listen to and react as it finds fit. Nothing about this is Next JS related, this is pure React JS TS solution, so you can use it in your React JS code base as well. Here are the steps: 1. Make request to fetch stream - code here: https://github.com/nmitic/nikola.mitic.dev/blob/745b103829874d0bb7b19d1668d793b99e23653b/components/InterviewerAI/InterviewerAI.func.ts#L15-L34 2. Get stream reader - code here:https://github.com/nmitic/nikola.mitic.dev/blob/745b103829874d0bb7b19d1668d793b99e23653b/components/InterviewerAI/InterviewerAI.func.ts#L52-L58 3. Iterate over he stream and call a function on each iteration so UI can listen and react to it - code here: https://github.com/nmitic/nikola.mitic.dev/blob/745b103829874d0bb7b19d1668d793b99e23653b/components/InterviewerAI/InterviewerAI.func.ts#L64-L76 Full implementation of `answerQuestionWithStream`: ``` export const answerQuestionWithStream = async ({ onStreamStart, onStream, onStreamDone, onError, question, }: { onStreamStart: () => void; onStream: (chunk: string) => void; onStreamDone: (answer: string) => void; onError: () => void; question: string; }) => { try { const demo = process.env.NEXT_PUBLIC_AI_DEMO === "true"; const reader = await getStreamReader(demo, question); if (!reader) { console.error("Stream reader undefined"); return; } const textDecoder = new TextDecoder(); onStreamStart(); // Keeps track of streamed answer and will evaluate to full once streaming is done let fullDecodedAnswer = ""; while (true) { const { done, value } = await reader.read(); if (done) { break; } const decodedText = textDecoder.decode(value); fullDecodedAnswer = fullDecodedAnswer + decodedText; onStream(decodedText); } onStreamDone(fullDecodedAnswer); } catch (error) { console.error(error); // indicated to the user the error has happen onError(); } }; --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,892
Arbor IT Support: Providing Seamless Solutions for Your Technology Needs
At Arbor IT Support, we are committed to delivering excellence in every aspect of our service...
0
2024-06-05T10:27:20
https://dev.to/kitchens00988/arbor-it-support-providing-seamless-solutions-for-your-technology-needs-5bph
At Arbor IT Support, we are committed to delivering excellence in every aspect of our service delivery. Our team comprises highly skilled professionals with extensive experience in the field of information technology, who are dedicated to providing proactive support, innovative solutions, and unparalleled customer service. Partner with Arbor IT Support today and take your business to new heights with cutting-edge technology solutions tailored to your needs. Whether you're looking to enhance efficiency, improve security, or drive innovation, we have the expertise and resources to help you succeed in today's digital world. Contact us now to learn more about our services and discover how Arbor IT Support can empower your business for success in the digital age. https://remedian.co.uk/arbor
kitchens00988
1,877,735
Making your CV talk 🤖 How to send audio stream from Express JS?
For our case this part was easy, as all we need to do is: Get buffered chunk Write to response...
27,606
2024-06-05T10:34:03
https://dev.to/nmitic/making-your-cv-talk-how-to-send-audio-stream-from-express-js-18om
audio, node, express
For our case this part was easy, as all we need to do is: 1. Get buffered chunk 2. Write to response object And it looks like this. ``` onChunkReceived: (chunk) => { const buffer = Buffer.from(chunk, "base64"); res.write(buffer); }, ``` I will talk more about onChunkReceived method in the next section. Long story short, it it accepts a callback with chunk that come from web socket api. This is implementation details of how to work with Eleven Labs API. Each time web socket sends an event that chunk is received it will write to response object and return chunk to the client. This is the simplest way to combine express js with web socket api. --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,734
Making your CV talk 🤖 How to send text stream from Express JS?
Here we have stream coming from Open AI. We need to read chunks and stream it back as soon as chunk...
27,606
2024-06-05T10:33:59
https://dev.to/nmitic/making-your-cv-talk-how-to-send-text-stream-from-express-js-1d3
express, streaming, node
Here we have stream coming from Open AI. We need to read chunks and stream it back as soon as chunk is ready. In a way we are streaming a stream. One can make a case that this is not needed, however I am doing this in order to hide API keys for Groq, Open AI and Hygraph headless CMS. As I do not want them to be exposed to the client. Route handler for `/api/ask` route: ``` export const route = async (req: Request, res: Response) => { const { question } = req.query; if (typeof question !== "string") { return res .status(400) .send(`Client error: question query not type of string`); } try { const answerSource = await getAnswerSource(); const answerChunks = await getAnswerChunks(answerSource, question, false); for await (const chunk of answerChunks) { console.log(chunk.response); if (req.closed) { res.end(); return; } res.write(chunk.response); } } catch (error) { return res.status(500).send(`Server error: ${error}`); } res.end(); }; ``` Let's dissect it a bit: ``` const answerSource = await getAnswerSource(); ``` Here we are getting all our relevant data, CV, blog posts plus any pages you would like your AI clone to be aware of. ``` const answerChunks = await getAnswerChunks(answerSource, question, false); ``` Here we are feeding out LLM with our custom data and question. And getting stream back as a response. ``` for await (const chunk of answerChunks) { console.log(chunk.response); if (req.closed) { res.end(); return; } res.write(chunk.response); } ``` Here we simply iterate over chunks and make sure we close connection in case client do so as well. And our streamception is done! 🎏 --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,733
Making your CV talk 🤖 How to have Open AI api answer based on your custom data?
I used https://ts.llamaindex.ai/. As somebody who is just starting out with generative AI, I have...
27,606
2024-06-05T10:33:55
https://dev.to/nmitic/making-your-cv-talk-how-to-have-open-ai-api-answer-based-on-your-custom-data-4ie4
openai, customdata
I used https://ts.llamaindex.ai/. As somebody who is just starting out with generative AI, I have found LlamaIndex to be of a huge help. They help you cut the corners and reduce need for a deep understanding about how LLM work in order to be productive. Which is something I need as a beginner. One thing to note is that TS version tend to be unstable in terms of API at the time of writing, versions keep introducing new functions and classes signatures and their docs sometimes fails to follow up. So be patient, I believe TS version will reach maturity soon. They are doing a great job. Code is rather simple: ``` export const getAnswerChunks = async ( source: string, question: string, useGroq: boolean = false ) => { if (useGroq) { // Update llm to use Groq Settings.llm = new Groq({ apiKey: process.env.GROQ_API_KEY, model: "llama3-8b-8192", }); } // Create Document object const document = new Document({ text: `Nikola Mitic - life story: ${JSON.stringify(source)}`, }); // Create storage from local file const storageContext = await storageContextFromDefaults({ persistDir: "./index-storage", }); // Split text and create embeddings. Store them in a VectorStoreIndex const index = await VectorStoreIndex.fromDocuments([document], { storageContext, }); // gets retriever const retriever = index.asRetriever({ similarityTopK: 5 }); const chatEngine = new ContextChatEngine({ retriever, chatModel: Settings.llm, }); // Get stream chunks const chunks = await chatEngine.chat({ message: ` You are Nikola Mitic AI clone. You answer the question as if you are Nikola Mitic. If question is related to work experience, the correct and complete answer can be found under "nikola_mitic_resume_cv_work_experience" Bellow id the question: ------------------------------------------------- ${question} ------------------------------------------------- `, stream: true, }); return chunks; }; ``` Let's dissect it a bit: ``` if (useGroq) { // Update llm to use Groq Settings.llm = new Groq({ apiKey: process.env.GROQ_API_KEY, model: "llama3-8b-8192", }); } ``` Here we are adding a flag that will instruct LlamaIndex to use Groq instead of Open AI which is its default settings. Important to note, regardless of Groq usage, we will still need to use Open AI as Groq does offer embeddings models at the time of writing. However, Groq API seems to be free as of time of this writing, so one can save a lot. ``` // Create Document object const document = new Document({ text: `Nikola Mitic - life story: ${JSON.stringify(source)}`, }); // Create storage from local file const storageContext = await storageContextFromDefaults({ persistDir: "./index-storage", }); // Split text and create embeddings. Store them in a VectorStoreIndex const index = await VectorStoreIndex.fromDocuments([document], { storageContext, }); // gets retriever const retriever = index.asRetriever({ similarityTopK: 5 }); ``` Here we are creating our document, creating file system storage context for future retrievals. Creating our vector store and finally retriever. Please note, playing with `similarityTopK` is important here, it is choice between faster response time and more accurate and content rich full answer. ``` const chatEngine = new ContextChatEngine({ retriever, chatModel: Settings.llm, }); // Get stream chunks const chunks = await chatEngine.chat({ message: ` You are Nikola Mitic AI clone. You answer the question as if you are Nikola Mitic. If question is related to work experience, the correct and complete answer can be found under "nikola_mitic_resume_cv_work_experience" Bellow id the question: ------------------------------------------------- ${question} ------------------------------------------------- `, stream: true, }); ``` Finally we make use of LlamaIndex chat interface and construct our prompt. You should play with the prompt, I find out this to be very tricky and results very on which LLM is used. So have fun with it. ✌️ --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,727
Making your CV talk 🤖 Explaining the concept and system design👨‍💻
Explaining the concept (in non technical terms) Here are where things finally gets to be...
0
2024-06-05T10:33:50
https://dev.to/nmitic/making-your-cv-talk-explaining-the-concept-and-system-design-33no
softwareengineering, systemdesign
### Explaining the concept (in non technical terms) Here are where things finally gets to be more interesting. To make it very simple to understand I will simplify concept so that we can understand it easier and build on top of it later. Imagine we have a house with 3 floors, each flow unlocks something new. 1. First flor is called Question floor. 2. Second flor knowledge flor. 3. Third flor Speech flor. ### Question floor ❓ Now let's imagine you enter the first flow. Here you can ask your question. **This represents our web page with chat and audio interface.** ### Knowledge floor 📚 You can take a piece of paper and write you question down. But you want an answer. Getting the answer requires knowledge. Problem is, you do not have time to wait. You tried to enter next flow, knowledge room but it takes so long for you to find an answer write it down and go back to you question room, where you can ask more. So instead, you bring a friend with you, this friend will take your question look for the answer and as _soon_ it has something that _might_ be an answer to you question he will write it down, on multiple papers, each containing part of the answer, and will give it to you so that you can read one by one and not wait until he write the complete answer. **Knowledge floor is our Interview AI backend service leveraging Open AI (or Groq or any other LLM service of your choice) being aware of our CV data**. But wait there is one more flow to unlock! Speech floor. This is because you got tired of reading and talking, you want to ask using questions using your voice and you want answer to be voice as well! ### Speech floor 🗣️ Speech floor is where we have our cloned voice! And all it does is take paper with text written on it and start talking whatever is written. And here, just as in knowledge floor, you want to hear the voice as soon as answer is available! So you have a third friend who is very loud and can speak in volume that you from the first floor can hear. You friend in knowledge room is now giving papers with chunked answer (text stream in tech term) to your friend in speech room, who start reading them to you part by part (paper by paper) as soon as he gets the first paper. (Audio stream in tech terms) **Speech floor is our Eleven Labs voice clone API.** ## System design - How it all comes together? ![Personal AI clone design system flow chart](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/biawe6rzgz5u6rfvn7ad.png) [Click here for link to diagram](https://excalidraw.com/#json=XobHjKxjVPrno51o-_MY5,GLe_8Eh1fNbsZOVN9gwVQA) Ok back to our world of ones and zeros. You can get yourself familiar with our system design using the diagram above. It looks more complicated than it actually is. We have 5 main components: 1. Client - Next JS 2. Express JS - server with two routes (/api/talk and api/ask) 3. Headless CMS - Hygraph 4. Open AI API (and Groq API as a second choice for reduced costs) 5. Eleven AI api The name of the game here is STREAM. 🏄‍♂️ Express JS always return stream of either text chunks or audio chunks. Both Eleven AI and Open AI support streaming which are in a way just proxied through our custom Express JS server. One tricky part here is how to feed Eleven Lab web socket with stream from Open AI. We will talk about that in the following chapters. Here is what happens when user type question in chat interface: 1. Client makes an API call to Backend service via `/api/ask` path 2. Backend service makes a call to headless CMS to get latest data 3. Once CMS data is returned Backend makes another request towards Open AI to get answer in a form of stream. 4. and finally Backend returns stream to the client. Here is what happens when user type ask question using audio interface: 1. Client converts audio into text using client speech recognitions API. 2. Client makes an API call to Backend service via `/api/talk` path. 3. Backend service makes a call to headless CMS to get latest data. 4. Once CMS data is returned Backend makes another request towards Open AI to get answer in a form of stream. 5. As soon as first chunk of streamed data is returned, backend will create a buffer, represents array of words needed for Elevent labs web socket api. 6. Backend makes request towards Eleven Labs web socket API as soon as first buffered word is ready. 7. Eleven Labs returns audio stream to Backend. 8. Backend returns the stream and exposes a route which can be played in client using audio web api. I won't go in to details about each part of the system and how to implement, however there are certain problems you will face regardless of tech stack of choice, and would like to share how I went about solving them. 1. [How to have Open AI api answer based on your custom data?] (#how-to-have-open-ai-api-answer-based-on-your-custom-data) 2. [How to send text stream from Express JS?](#how-to-send-text-stream-from-express-js) 3. [How to send audio stream from Express JS?] (#how-to-send-audio-stream-from-express-js) 4. [How to read text stream on client using Next JS?] (#how-to-read-text-stream-on-client-using-next-js) 5. [How to read audio stream on client using Next JS?] (#how-to-read-audio-stream-on-client-using-next-js) 6. [How to combine Open AI text stream response with Eleven Lab Web socket streaming in TypeScript?] (#how-to-combine-open-ai-text-stream-response-with-eleven-lab-web-socket-streaming-in-typescript) 7. [How to use express JS routes to listen for Web socket API?] (#how-to-use-express-js-routes-to-listen-for-web-socket-api) --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,854
Leveraging Geolocation: Enhancing Targeting with IP Address Location Finders
Understanding Geolocation Geolocation refers to the identification of the real-world geographic...
0
2024-06-05T10:08:16
https://dev.to/martinbaldwin127/leveraging-geolocation-enhancing-targeting-with-ip-address-location-finders-55e2
**Understanding Geolocation** Geolocation refers to the identification of the real-world geographic location of an object, such as a mobile phone or computer, through the use of various data collection mechanisms. This technology is pivotal in numerous applications ranging from navigation to marketing. **Importance of IP Address Location Finders** **[IP address location finder](https://www.iplocate.com/en)** are tools that map an IP address to a geographical location. These tools are essential for businesses seeking to optimize their marketing strategies, enhance user experiences, and ensure regulatory compliance. **Relevance in Digital Marketing** In the realm of digital marketing, geolocation and IP address finders play a crucial role. They allow marketers to deliver personalized content, ads, and services based on the user's location, thereby increasing engagement and conversion rates. **Exploring Geolocation Technologies** **_How IP Address Location Finders Work_** IP address location finders use databases that map IP addresses to specific locations. When a user visits a website, their IP address is logged and cross-referenced with these databases to determine their geographic location. **Types of Geolocation Data** **IP-Based Location:** Uses the IP address to determine the user's location. **GPS-Based Location**: Utilizes satellite signals to pinpoint the exact location, commonly used in mobile devices. Wi-Fi Positioning: Uses nearby Wi-Fi hotspots to triangulate a device's position. **Cell Tower Triangulation:** Employs cell towers to determine the location of a mobile device. **Applications of Geolocation in Website Targeting** **_Geographic Targeting_** By leveraging geolocation data, businesses can tailor their content and advertising to specific regions. For example, an e-commerce site can display different products or promotions based on the visitor's country or city. **Localized Marketing Campaigns** Geolocation allows for the creation of localized marketing campaigns. Businesses can target specific areas with promotions that are relevant to local events or cultural practices, enhancing the campaign's effectiveness. **Real-Time Personalization** Using geolocation data, websites can offer real-time personalization. This includes displaying local news, weather updates, or regional promotions, providing a more engaging user experience. **Benefits of Using IP Address Location Finders** **_Enhanced User Experience_** Personalized content based on location can significantly improve the user experience, making the website more relevant and engaging for visitors. **Increased Conversion Rates** Targeted marketing efforts that align with the user's location can lead to higher conversion rates. For instance, location-specific promotions or local product recommendations can drive more sales. **Efficient Resource Allocation** By understanding where their audience is coming from, businesses can allocate their marketing resources more efficiently, focusing efforts on high-potential regions. **Challenges and Considerations** **_Data Privacy Concerns_** The use of geolocation data raises significant privacy concerns. Businesses must ensure they comply with data protection regulations, such as GDPR, and obtain explicit consent from users before collecting their location data. **Accuracy and Reliability** While geolocation technologies have advanced, there can still be issues with accuracy and reliability. IP-based location can sometimes be incorrect due to the use of VPNs or proxy servers. **Ethical Implications** The ethical use of geolocation data involves ensuring that it is used transparently and for the benefit of the user. Misuse of this data can lead to trust issues and potential legal ramifications. **Latest Innovations in Geolocation Technologies** AI and Machine Learning Integration Artificial intelligence and machine learning are enhancing the capabilities of geolocation technologies. These advancements enable more accurate predictions and personalized recommendations based on user behavior and location data. **Real-Time Data Processing** The ability to process geolocation data in real-time allows businesses to deliver immediate and relevant content to users. This is particularly useful in dynamic environments like e-commerce and news websites. **Future Trends in Geolocation for Website Targeting** **_Hyper-Localization_** Future trends point towards hyper-localization, where content is not just tailored to a city or region, but to specific neighborhoods or even individual blocks. This level of precision can greatly enhance the relevance of marketing efforts. **Integration with IoT Devices** The integration of geolocation technologies with Internet of Things (IoT) devices will open new possibilities for real-time location-based services and personalized experiences. Cross-Platform Synchronization** **Ensuring a seamless experience across different platforms and devices is another trend. Geolocation data will be synchronized across mobile, desktop, and IoT devices to provide a consistent user experience. **Comparative Analysis of IP Address Location Finders** **Key Features** When comparing IP address location finders, consider features such as accuracy, database size, update frequency, and integration capabilities with other tools. **Popular Tools** **MaxMind: **Known for its comprehensive IP geolocation database. **IP2Location:** Offers a wide range of geolocation data, including city, region, and ISP information. **GeoIP by Neustar:** Provides accurate location data and extensive integration options. **User Guides and Tutorials** **_Implementing Geolocation on Your Website_** Choose a Geolocation Service: Select a reliable geolocation service provider based on your needs. **Integrate the API:** Implement the geolocation API into your website to start collecting location data. **Customize Content:** Use the collected data to tailor your website's content and marketing efforts. **Best Practices** **Respect User Privacy:** Always obtain user consent before collecting location data. **Test for Accuracy:** Regularly test your geolocation implementation to ensure accuracy and reliability. **Monitor Performance:** Track the performance of your geolocation-based targeting to measure its impact on user engagement and conversion rates. **Conclusion** Leveraging geolocation and IP address location finders can significantly enhance website **[targeting efforts](https://www.iplocate.com/en/services/pricing)**. By delivering personalized content and localized marketing campaigns, businesses can improve user engagement, increase conversion rates, and optimize their marketing resources. However, it is crucial to address data privacy concerns and ensure ethical use of geolocation data to build trust and comply with regulations. As geolocation technologies continue to evolve, businesses that effectively integrate these tools will be well-positioned to stay ahead in the competitive digital landscape.
martinbaldwin127
1,877,723
Making your CV talk 🤖 Product mindset first 🧠 Defining features
Getting our hands dirty 🏋️‍♂️ First things first. How does this even work? Higher level...
27,606
2024-06-05T10:33:36
https://dev.to/nmitic/making-your-cv-talk-product-mindset-first-defining-features-1hp9
uxdesign, ui, buildinpublic
## Getting our hands dirty 🏋️‍♂️ First things first. How does this even work? Higher level concept is actually very simple, but it is important to be understood before jumping into the actually implementation. As understanding it better, means one will able to challenge it, come up with something better and it means actual implementation will be streamed from a place of understanding allowing us to avoid hitting road blocks where we really should not. I like to approach designing concepts from well defined requirements. I also like to distinguish 3 main type of requirements: I call it Semaforoments (My wife will understand 😂) 1. Business requirements (What I want) 🔴 STOP 2. Product requirements (What I need) 🟡 READY 3. Engineering requirements (What I must) 🟢 GO One is streamed from the another. Just like in traffic light, order must be respected. It is simple flow of information. ![Requirements flow](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9xqdzb5yaduqfntc3n2o.png) ### Business requirements > I WANT to save time and be able to take more interviews with higher possibility of a potential match! ### Product requirements > I NEED a frictionless user interface which will allow hiring manager and recruiters to bypass initial candidate interview. I need interface to be as human as possible to imitate real interview, thus responses and tone of it needs to be genuine, real and absolutely authentic. ### Engineering requirements > I MUST build a responsive web app, working across device sizes and computing power. I must stream the information and interview responses in chunks in order have frictionless experience. I must be able to develop and release continuously. I must dedicated service for each one respectively: > - Content data > - Handling of interview responses > - Web app hosting In my humble opinion (which lately is become less and less humble 🤪), exact features to be built are a marriage between product and engineering requirements, as I believe building great software product is possible where developers and product owners are working **_WITH_** each other not **_FOR_** each other. ### Features 1. I can see online CV using the link I can share. 2. I can edit the content of CV without having to write any code. 3. I can feed CV content data to any consumer that is interested in it. 4. I can chat with CV and responses will be streamed so that waiting time is reduced. 5. I can talk to CV and it will respond me in candidate real human authentic voice. 6. I can see tweet like blog post from candidate to get more insights about their thinking. 7. I can ask question related to candidate views outside of work experience getting to know the candidate personality and way of thinking. 8. I can save PDF document of chat conversation. 9. I can save PDF document of CV. From here we will focus on the following two: **Chat interface** > I can chat with CV and responses will be streamed so that waiting time is reduced. **Audio / Talk interface** > I can see tweet like blog post from candidate to get more insights about their thinking --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,867,697
Making your CV talk 🤖 Easy into the development
What we will be building? 🏠 Online CV https://nikola-mitic.dev/cv/patient21 Blog / Tweet...
27,606
2024-06-05T10:33:23
https://dev.to/nmitic/making-your-cv-talk-easy-into-the-development-ook
ai, openai, resume, typescript
## What we will be building? 🏠 1. Online CV https://nikola-mitic.dev/cv/patient21 2. Blog / Tweet like interface https://nikola-mitic.dev/tiny_thoughts 3. Chat interface to let people chat to your CV https://nikola-mitic.dev/ai_clone_interview/chat 4. And finally audio interface to give your CV voice and let people talk to your CV https://nikola-mitic.dev/ai_clone_interview/talk Entire source code: 1. [Backend Service AI related code](https://github.com/nmitic/ai-interviewer) 2. [Client using Next JS](https://github.com/nmitic/nikola.mitic.dev) ![Ai clone chat interface](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/32bhtddbu1ipqnaj2x0m.gif) ## Preamble It's the year 2024 and tech word is going crazy. Somehow you find yourself in a need for a new job. You start applying for jobs. And you keep applying, and you apply some more, and more, and even more. But that right job offers does not come! And you start asking yourself what are you doing wrong, and how can you optimise your job search, since by now your figure it out it is a numbers game! As market is saturated with us developers (especially us web frontend developers). This is where I am at the moment, and where I was for the past 2 years. There is much I can say about this topic, and hopefully help others, as well as get off my chest all the unfairness going around job market at the moment. But I won't. Instead I want to share what help me optimise and reduce the amount of interviews I am having which otherwise should not even happen as they bring no job opportunities. > Simply put I want to clear out all the processes which are not a match, while also increasing amount of processes which are more likely to be a match. By now you already experiences automatic CV filtering, where some sort of AI will scan your CV and you would be marked as match or not. You might not like it, I know I do not, but it makes sense. I wanted to do the same with companies. Ex coworker of mine, said. > This is like playing uno reverse card on companies using AI to filter our job applications, we should just let their AI bots talk to our AI bots. To make it clear, that was never a goal. But it does sounds funny. Tech interviews are known to be ridiculously long. 6 rounds seems to be the norms nowadays. So let's do some basic math (the only one I know), if you have 10 interviews a week (which has been a norm for me), and half of it is first round where they ask basic questions, and if one interview as such lasts 30 minutes, you just save yourself 7.5 hours per week! You got almost a full work day back. Not too bad! Solution is rather simple: Have an AI be aware of you resume, build a simple chat interface, where hiring managers and recruiters can ask questions which they usually asked on first initial calls. ## Before we start I won't be explaining line by line, after all how you do things is up to you. However, I will explain the concept, give you the blueprint, give you detailed solution to a common problems you will encounter and share the whole repo to the relevant code for guidance. I believe you can learn a lot and have fun in the process. ## Prerequisites - For the concept itself nothing, you do not even need to be a developer. If you are not a developer and fail to understand, it is up to me! I did a bad job explaining it. - For implementation you can choose your own stack, I went with 1. NextJS with TS - For CV implementation 2. Tailwind CSS - For styling 3. Node JS - For the one and only BE service we will be writing 4. Llamaindex TS - To easy out working with LLM 5. Open AI api - For both LLM and embedding model 6. Groq API - For LLM, optimal, but at the time of writing it is free 7. Eleven labs API - For voice cloning and streaming 8. Hygraph - For content hosting 9. Vercel - For deployment CV hosting / deployment 10. Renderer for Node JS service hosting / deployment ## But wait how much will I have to pay for this? 💸 Almost nothing! Except for Open AI all of the tools have generous free tiers, limits you will hardly surpass, considering that this is your online CV it really should not be getting a tone of visitors --- ❤️If you would like to stay it touch please feel free to connect❤️ 1. [X](https://x.com/mitic_dev) 2. [Linkedin](https://www.linkedin.com/in/nikola-mitic-6a5b11119/) 3. nikola.mitic.dev@gmail.com ---
nmitic
1,877,895
Getting Started with AI Functions
The last week we've gone all in on AI functions. An AI function is the ability to create AI...
0
2024-06-05T10:30:32
https://ainiro.io/blog/getting-started-with-ai-functions
ai, lowcode, productivity, open
The last week we've gone all in on AI functions. An AI function is the ability to create AI assistants logic, allowing the chatbot to _"do things"_, instead of just passively generating text. To understand the power of such functions you can read some of our previous articles about the subject. * [Demonstrating our new AI functions](https://ainiro.io/blog/demonstrating-our-new-ai-functions) * [How to build a Shopping Cart AI Chatbot](https://ainiro.io/blog/how-to-build-a-shopping-cart-ai-chatbot) * [The Sickest B2B sales AI Chatbot you have Ever Seen](https://ainiro.io/blog/the-sickest-b2b-sales-ai-chatbot) You can also try out our AI functions by for instance asking our chatbot to <a href="#" onclick="ainiro_faq_question(event); return false;">How's the weather today?</a> ## How an AI function work If a user asks a question we've got an AI function for, we instruct OpenAI to return a _"function invocation"_. A function invocation for our AI chatbot looks as follows. ``` ___ FUNCTION_INVOCATION[/modules/openai/workflows/workflows/web-search.hl]: { "query": "Who is the World Champion in Chess", "max_tokens": 4000 } ___ ``` If the AI function takes arguments, and the user has not specified values for these arguments, OpenAI will ask the user for values for these argument. You can see this process in the following screenshot. <img alt="Asking our AI chatbot about the weather" src="https://ainiro.io/assets/images/blog/asking-our-ai-chatbot-about-the-weather.png" style="max-width: 550px;margin-left: auto;margin-right: auto;"> The whole training snippet for our weather logic looks like this. **Prompt** How is the weather tomorrow? **Completion** ``` Retrieves the weather for some specified location by searching DuckDuckGo and scraping its resulting URLs. If the user asks about the weather, then construct a search [query] likely to return the weather and respond with the following: ___ FUNCTION_INVOCATION[/modules/openai/workflows/workflows/web-search.hl]: { "query": "[query]", "max_tokens": "[max_tokens]" } ___ It is very important that you put the FUNCTION_INVOCATION parts and the JSON payload inside of two ___ lines. Always use 4000 for the above [max_tokens]. If the user does not provide you with a location, such as a city or a country, then ask the user for a location before you respond with the above. Explain to the user what you're about to do before returning the above. ``` If you look carefully at the above screenshot, you will see how I didn't provide a location first, so the chatbot asks the user for a city or a country before it actually returns the function invocation. When OpenAI returns, we check if it returned `___` (3 underscore characters), and if it did, we check if there are any function invocations in one of its sections. If there are function invocations, and these are declared on the specific type/model, we execute these functions, and invoke OpenAI afterwards with the result of the function invocation. This allows us to have OpenAI dynamically assemble _"code"_ that executes on your cloudlet, for then to transmit the result of executing the code bask to OpenAI again, and have it answer your original question. The last part is important to understand, since when an AI function is invoked, the backend actually invokes OpenAI _twice_. Once to generate the function invocation _"code"_, and another time to answer the original question based upon whatever the function invocation returned. The cloudlet again will transmit the result of the function invocation as JSON to OpenAI, allowing OpenAI to semantically inspect it, and answer the original query, using the function invocation's result as its primary source for information required to answer the question. You can actually see this process in your History tab (starting from version 19.7.2, not yet released) by seeing you've got multiple requests for a single question, resembling the following. * [1] - Larnaca * [2] - Larnaca The first history request above is when the user answers _"Larnaca"_, and this invocation returns the function invocation. The second request is the result OpenAI generated based upon the JSON payload the function transmitted to OpenAI that was created by invoking the function. You can see how this should look like in your history tab in the following screenshot. <img alt="How an AI functionm creates TWO history requests" src="https://ainiro.io/assets/images/blog/how-an-ai-function-generates-two-history-requests.png" style="max-width: 850px;margin-left: auto;margin-right: auto;"> **Notice** - The above screenshot illustrates a feature not yet released, scheduled for being released next Sunday. Since we are keeping up to a maximum of 15 session items while invoking OpenAI, this allows the user to ask follow up questions based upon the result of a function invocation, such as for instance _"How is the UV index for tomorrow?"_ ## How to declare an AI function AI functions _have_ to be declared on your type/model. This is a security feature, since without this, anyone could prompt engineer your chatbot, and have OpenAI return malicious functions, that somehow harms your system. There are 3 basic ways to declare functions on your type, these are as follows. 1. Using the UI and clicking the _"Add function"_ on your type while having selected the training data tab in your machine learning component 2. Manually create a training snippet that contains a function declaration resembling the above training snippet 3. Adding a system message rule to your type's configuration Number 1 and 2 above are probably easily understood, and illustrated in the above example code for an AI function training snippet. However, it should resemble the following. <img alt="AI function training snippet for asking how the weather is" src="https://ainiro.io/assets/images/blog/weather-training-snippet-as-ai-function.png" style="max-width: 750px;margin-left: auto;margin-right: auto;"> ## Adding AI Functions to your System Message Having AI functions as training snippets is probably fine for most use cases. The above training snippet for instance will probably kick in on all related questions, such as ... * How's the weather today? * How is the weather going to be tomorrow? * Check the weather in Oslo? * Etc ... However, for some _"core AI functions"_, it might be better to add these as a part of your system instruction instead. Examples can be for instance _"Search the web"_ or _"Scrape a website"_, etc. These are _"core"_ functions, and you might imagine the user asking questions such as. * Search for Thomas Hansen Hyperlambda and create a 2 paragraph summary The above might not necessarily be able to find a training snippet with a prompt of _"Search the web"_, so it might be better to add such AI functions into your system message, as a core part of your chatbot's instructions. On our AI chatbot we have done this with the following rule added to our system message. ``` **How to search the web** If the user asks you to search the web, then inform the user of what you are about to do, and create a search query that is relevant to the user's request, and do not return follow up questions, but instead end your response with the following: ___ FUNCTION_INVOCATION[/modules/openai/workflows/workflows/web-search.hl]: { "query": "[query]", "max_tokens": 4000 } ___ It is very important that you put the FUNCTION_INVOCATION parts and the JSON payload inside of two ___ lines. If the user does not tell you what to search for, then ask the user for what he or she wants to search for and use as [query] before responding with the above. ``` To add the above as a part of your system message, just click your machine learning type's _"Configuration"_ button, and make sure you add the above text at a fitting position into your chatbot's system message field. Below is a screenshot of how we did this for our search the web function. <img alt="AI functions in your system message" src="https://ainiro.io/assets/images/blog/ai-functions-as-system-messages.png" style="max-width: 850px;margin-left: auto;margin-right: auto;"> ## Low-Code and No-Code AI functions In addition to manually constructing AI functions, you can also use our No-Code and Low-Code parts to automatically add AI functions to your type. 1. Click training data 2. Filter on the type you want to add a function to 3. Click _"Add function"_ This brings up a form resembling the following. <img alt="No-Code and Low-Code AI functions" src="https://ainiro.io/assets/images/blog/no-code-ai-functions.png" style="max-width: 850px;margin-left: auto;margin-right: auto;"> These are pre-defined AI functions, and what functions you've got in your cloudlet depends upon what plugins you've installed. However, the core of Magic has a list of basic AI functions, such as the ability to sending the owner of the cloudlet an email, etc. If you need more AI functions, check out your _"Plugins"_, and install whatever plugin happens to solve your need for AI functions. Notice, documenting AI functions in plugins could be improved. If you're looking for a specific AI function, you can [send me an email](mailto:thomas@ainiro.io), and I will show you which plugin you need, and/or create a new AI function for you that solves your problem. ## Creating your own AI functions In addition to the above, you can also create your own AI functions using [Hyperlambda workflows](https://docs.ainiro.io/workflows/). A Hyperlambda workflow is basically the ability to dynamically create Hyperlambda code, without having to manually write code, using Low-Code and No-Code constructs. You _can_ manually write code, and add to your workflow, but coding is optional. Creating a Hyperlambda Workflow is outside of the scope of this article, but as long as you put your Hyperlambda file inside a module folder named _"workflows"_, the above _"Add function to type/model"_ dialogue will allow the user to automatically install your AI function into a type/model. If you want to know more about Hyperlambda workflows you can check out the following tutorial. * [Create a registration API in 15 minutes](https://ainiro.io/blog/create-a-registration-api-in-15-minutes) Notice, when you create your Hyperlambda workflows you need to _think_. Because by default any anonymous user can execute the workflow's code on your cloudlet, so you need to make sure the user is not allowed to execute code that somehow might be maliciously constructed by prompt engineering your chatbot. The above is a really great example of how to create a workflow, but it's also a _terrible_ example of an AI function, since allowing people to register in your AI chatbot, is probably not a good idea - At least not the way it's implemented in the above tutorial. ## Prompt Engineering and AI is the Real No-Code Revolution Most of the work related to creating AI functions is in fact prompt engineering and not coding. This allows you to leverage your prompt engineering skills to construct really complex functionality, arguably replacing your coding abilities with your prompt engineering skills. In the future I anticipate that 90% of the work related to AI functions, and creative use cases, will not originate from software developers, but rather from prompt engineers and No-Code devs, that are able to intelligently assemble and combine pre-defined functions together, to solve complex problems, without having to code. However, to facilitate for this revolution, we (devs) need to create basic building block functions, that No-Code devs can assemble together, without having to code. This allows No-Code devs to prompt engineer our basic building blocks together, creating fascinating results with complex functionality. Below is an example of how prompt engineering can be used inside of the chatbot itself, to create _"complex functionality"_, leveraging AI to generate some result. <img alt="Using our AI functions to compare HubSpot to AINIRO" src="https://ainiro.io/assets/images/blog/ainiro-versus-hubspot-ai-function-invocation.png" style="max-width: 650px;margin-left: auto;margin-right: auto;"> The above is probably an example that is within reach of 90% of the world's _"citizens"_ to understand, arguably becoming the _"democratisation of software development"_, which again of course is the big mantra of the No-Code movement. > The No-Code revolution isn't about No-Code, it's about AI and prompt engineering ## Wrapping up I haven't had this much fun since I was 8 years old. AI functions is the by far coolest thing I've worked on for a very, very, very long time. By intelligently combining AI functions together, we can basically completely eliminate the need for a UI, having the AI chatbot completely replace the UI of at least in theory any application you've used so far in your life. Then later as we add the Whisper API on top of our AI chatbot, you're basically left with _"an AI app"_ you can speak to, through an ear piece, completely eliminating the need for a screen. AI functions is something we take very seriously at AINIRO, and definitely one of our key focal areas in the future - Due to the capacity these have for basically becoming a _"computer revolution"_, where your primary interface for interacting with your comnputer becomes your voice, and/or natural language. In addition, our AI functions feature also makes _"software development"_ much more available for the masses, including those with no prior coding skills - So it becomes a golden opportunity for software developers and No-Coders to collaboratively work together, to create complex functionality, solving real world problems, while democratising software development for the masses. To put the last statement into perspective, realise that roughly 0.3% of the world's population can create software, while probably 95% of the world's population can prompt engineer, and apply basic logic to an AI chatbot, creating beautiful software solutions in the process. Hence ... > The No-Code Revolution **is** AI and prompt engineering, and we're in the middle of it all ... 😊
polterguy
1,877,894
What Are The Uses Of Custom Drawstring Pouches?
Are you looking for eco-friendly and sustainable solutions? A cotton drawstring pouch is one of the...
0
2024-06-05T10:29:25
https://dev.to/bagwalas/what-are-the-uses-of-custom-drawstring-pouches-3jf1
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bagwalas
1,877,893
Advanced Linux Shell Scripting: Unlocking Powerful Capabilities
Advanced Linux Shell Scripting: Unlocking Powerful Capabilities Shell scripting is a...
0
2024-06-05T10:27:22
https://dev.to/iaadidev/advanced-linux-shell-scripting-unlocking-powerful-capabilities-4ien
devops, linux, bash, shellscirpting
### Advanced Linux Shell Scripting: Unlocking Powerful Capabilities Shell scripting is a fundamental skill for any Linux user, system administrator, or DevOps engineer. While basic scripts are great for simple automation tasks, advanced shell scripting techniques allow you to create more robust, efficient, and powerful scripts. This blog will delve into advanced concepts like functions, error handling, debugging, and integrating with other tools. By the end, you'll be equipped to tackle complex automation challenges with ease. #### 1. Functions: Organizing and Reusing Code Functions are reusable blocks of code that make scripts more modular and easier to maintain. Here’s a quick refresher on defining and using functions in a shell script: ```bash #!/bin/bash # Define a function greet() { local name=$1 echo "Hello, $name!" } # Call the function greet "Alice" greet "Bob" ``` In this example, `greet` is a function that takes one argument (`name`) and prints a greeting message. Using `local` ensures the variable scope is limited to the function, preventing unexpected behavior in larger scripts. #### 2. Error Handling: Making Scripts Robust Error handling is crucial for creating reliable scripts. Using `set -e` ensures the script exits immediately if any command fails: ```bash #!/bin/bash set -e mkdir /some/directory cd /some/directory touch file.txt echo "All commands executed successfully!" ``` For more granular control, use `trap` to catch errors and execute a specific function: ```bash #!/bin/bash trap 'echo "An error occurred. Exiting..."; exit 1;' ERR echo "Executing command..." false # This command will fail echo "This line will not be executed." ``` In this script, if any command fails, the `trap` command will print an error message and exit the script. #### 3. Debugging: Finding and Fixing Issues Debugging shell scripts can be tricky, but tools like `set -x` can help by printing each command before it is executed: ```bash #!/bin/bash set -x echo "This is a test script." false # Intentional failure to demonstrate debugging echo "This will not be printed." ``` By running this script, you’ll see each command printed to the terminal, making it easier to identify where things go wrong. #### 4. Working with Arrays: Managing Complex Data Arrays allow you to store multiple values in a single variable, which is useful for handling lists and other complex data structures: ```bash #!/bin/bash # Declare an array fruits=("Apple" "Banana" "Cherry") # Access array elements echo "First fruit: ${fruits[0]}" # Loop through the array for fruit in "${fruits[@]}"; do echo "Fruit: $fruit" done ``` This script demonstrates how to declare an array, access individual elements, and iterate through all elements. #### 5. Advanced Text Processing: Using `awk` and `sed` `awk` and `sed` are powerful text processing tools that can manipulate text files and streams efficiently: ```bash #!/bin/bash # Using awk to print specific columns echo -e "Name\tAge\nAlice\t30\nBob\t25" | awk '{print $1}' # Using sed to replace text echo "Hello World" | sed 's/World/Shell/' ``` In this example, `awk` prints the first column from a tab-separated list, and `sed` replaces "World" with "Shell" in the input string. #### 6. Script Parameters: Enhancing Flexibility Scripts can accept parameters to increase their flexibility and usability: ```bash #!/bin/bash if [ $# -lt 2 ]; then echo "Usage: $0 <name> <age>" exit 1 fi name=$1 age=$2 echo "Name: $name, Age: $age" ``` This script checks if at least two parameters are provided and then uses them within the script. #### 7. Integrating with Other Tools: Combining Power Advanced scripts often integrate with other command-line tools and utilities. Here’s an example of using `curl` to fetch data from an API and `jq` to parse JSON: ```bash #!/bin/bash # Fetch weather data for a given city city="London" api_key="your_api_key_here" response=$(curl -s "http://api.openweathermap.org/data/2.5/weather?q=$city&appid=$api_key") # Parse and display the temperature temp=$(echo $response | jq '.main.temp') echo "The temperature in $city is $temp Kelvin." ``` This script uses `curl` to retrieve weather data and `jq` to extract the temperature from the JSON response. #### 8. Background Jobs: Running Tasks Concurrently Running tasks in the background allows scripts to perform multiple operations simultaneously: ```bash #!/bin/bash # Run tasks in the background sleep 5 & pid1=$! sleep 10 & pid2=$! # Wait for all background jobs to complete wait $pid1 wait $pid2 echo "All background tasks completed." ``` This script runs two `sleep` commands in the background and waits for both to complete before proceeding. #### Conclusion Advanced shell scripting in Linux unlocks a world of possibilities for automation, system management, and efficient workflow execution. By mastering functions, error handling, debugging, arrays, text processing, script parameters, tool integration, and background jobs, you can create powerful scripts that tackle complex tasks with ease. Start experimenting with these advanced techniques and see how they can enhance your scripting capabilities! Happy scripting!
iaadidev
1,877,891
Aditya City Grace | Aditya City Grace Ghaziabad | Aditya City Grace NH 24 Ghaziabad
Aditya City Grace in Ghaziabad presents luxurious 2 &amp; 3 BHK apartments starting at 54 Lakhs,...
0
2024-06-05T10:26:07
https://dev.to/narendra_kumar_5138507a03/aditya-city-grace-aditya-city-grace-ghaziabad-aditya-city-grace-nh-24-ghaziabad-4o6
realestate, estateinvestment, realestateagent, adityacitygrace
Aditya City Grace in Ghaziabad presents luxurious [2 & 3 BHK apartments]( https://adityacitygrace.site/) starting at 54 Lakhs, seamlessly combining contemporary living with elegance and comfort. Designed to suit young professionals, growing families, and investors alike, these spacious residences cater to your every need. Centrally located in Ghaziabad, Aditya City Grace offers easy access to major highways, shopping hubs, and educational institutions. ![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/56m8glqueylbvko0pc8k.png) Indulge in a range of premium amenities, including a modern gym, serene parks, and 24/7 security, all ensuring a safe and healthy lifestyle. The beautifully landscaped environment provides a peaceful retreat, perfect for unwinding after a hectic day. Join a vibrant community and create lasting memories with your neighbors at Aditya City Grace. Visit our website: https://adityacitygrace.site/ Contact us: 8595808895
narendra_kumar_5138507a03
1,877,890
Buy Negative Google Reviews
https://dmhelpshop.com/product/buy-negative-google-reviews/ Buy Negative Google Reviews Negative...
0
2024-06-05T10:20:53
https://dev.to/twuwksndjpanshbdk/buy-negative-google-reviews-1n59
webdev, javascript, beginners, programming
ERROR: type should be string, got "https://dmhelpshop.com/product/buy-negative-google-reviews/\n![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/k1yzjrf0spinj4ki6c1g.png)\n\nBuy Negative Google Reviews\nNegative reviews on Google are detrimental critiques that expose customers’ unfavorable experiences with a business. These reviews can significantly damage a company’s reputation, presenting challenges in both attracting new customers and retaining current ones. If you are considering purchasing negative Google reviews from dmhelpshop.com, we encourage you to reconsider and instead focus on providing exceptional products and services to ensure positive feedback and sustainable success.\n\nWhy Buy Negative Google Reviews from dmhelpshop\nWe take pride in our fully qualified, hardworking, and experienced team, who are committed to providing quality and safe services that meet all your needs. 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These reviews convey customer demands and opinions, and ratings are assigned based on the quality of the products or services and the overall user experience. Google serves as an excellent platform for customers to leave reviews since the majority of users engage with it organically. When you purchase Buy Google 5 Star Reviews, you have the potential to influence a large number of people either positively or negatively. Positive reviews can attract customers to purchase your products, while negative reviews can deter potential customers.\n\nIf you choose to Buy Google 5 Star Reviews, people will be more inclined to consider your products. However, it is important to recognize that reviews can have both positive and negative impacts on your business. Therefore, take the time to determine which type of reviews you wish to acquire. Our experience indicates that purchasing Buy Google 5 Star Reviews can engage and connect you with a wide audience. 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In an increasingly rule-based world, it is essential to take effective steps to ensure a smooth online business journey.\n\nBuy Google 5 Star Reviews\nMany people purchase reviews online from various sources and witness unique progress. Reviews serve as powerful tools to instill customer trust, influence their decision-making, and bring positive vibes to your business. Making a single mistake in this regard can lead to a significant collapse of your business. Therefore, it is crucial to focus on improving product quality, quantity, communication networks, facilities, and providing the utmost support to your customers.\n\nReviews reflect customer demands, opinions, and ratings based on their experiences with your products or services. If you purchase Buy Google 5-star reviews, it will undoubtedly attract more people to consider your offerings. Google is the ideal platform for customers to leave reviews due to its extensive organic user involvement. Therefore, investing in Buy Google 5 Star Reviews can significantly influence a large number of people in a positive way.\n\nHow to generate google reviews on my business profile?\nFocus on delivering high-quality customer service in every interaction with your customers. By creating positive experiences for them, you increase the likelihood of receiving reviews. These reviews will not only help to build loyalty among your customers but also encourage them to spread the word about your exceptional service. It is crucial to strive to meet customer needs and exceed their expectations in order to elicit positive feedback. If you are interested in purchasing affordable Google reviews, we offer that service.\n\n\n\n\n\nContact Us / 24 Hours Reply\nTelegram:dmhelpshop\nWhatsApp: +1 (980) 277-2786\nSkype:dmhelpshop\nEmail:dmhelpshop@gmail.com"
twuwksndjpanshbdk
1,877,861
Unlocking the Power of SAP Project System (PS) for Efficient Project Management
In the realm of enterprise resource planning (ERP), SAP Project System (PS) stands out as a critical...
0
2024-06-05T10:17:17
https://dev.to/mylearnnest/unlocking-the-power-of-sap-project-system-ps-for-efficient-project-management-5d6k
sap, sapps
In the realm of [enterprise resource planning (ERP)](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/), SAP Project System (PS) stands out as a critical component designed to manage complex projects efficiently. SAP PS integrates seamlessly with other SAP modules, offering a comprehensive solution for planning, executing, and monitoring projects of any scale and complexity. This article delves into the features, benefits, and best practices of SAP PS, showcasing its pivotal role in modern project management. **What is SAP Project System (PS)?** [SAP Project System (PS)](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) is an integrated project management module within the SAP ERP suite. It is designed to support the planning, control, and monitoring of large-scale projects in various industries such as construction, engineering, manufacturing, and IT services. SAP PS provides a robust framework to manage all project-related activities, resources, timelines, and costs, ensuring that projects are completed on time and within budget. **Key Features of SAP PS:** **Project Structuring:**SAP PS allows users to create detailed project structures using [Work Breakdown Structures (WBS)](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) and Network Diagrams. The WBS breaks down the project into smaller, manageable components, facilitating better planning and control. Network Diagrams help in visualizing the sequence of activities and their interdependencies, ensuring smooth project execution. **Planning and Scheduling:**With SAP PS, project managers can plan and schedule activities using various tools and techniques. The module supports detailed resource planning, cost planning, and capacity planning, enabling accurate forecasting and allocation of resources. The integrated scheduling tools ensure that project timelines are realistic and achievable. **Budgeting and Cost Management:**Effective cost management is crucial for project success. [SAP PS](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) offers comprehensive budgeting and cost management features, allowing users to create, monitor, and control project budgets. The module tracks all project-related expenses, providing real-time visibility into cost performance and enabling timely corrective actions. **Resource Management:**Managing resources efficiently is a key aspect of project management. SAP PS provides tools for resource allocation, utilization tracking, and capacity planning. This ensures that the right resources are available at the right time, minimizing downtime and optimizing productivity. **Progress Tracking and Reporting:**Monitoring project progress is essential to ensure that projects stay on track. SAP PS offers robust progress tracking and reporting capabilities. Users can create detailed progress reports, track milestones, and monitor [key performance indicators (KPIs)](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/). The module also supports Earned Value Management (EVM) for comprehensive performance analysis. **Integration with Other SAP Modules:**One of the standout features of SAP PS is its seamless integration with other SAP modules such as SAP Finance (FI), SAP Controlling (CO), SAP Materials Management (MM), and SAP Sales and Distribution (SD). This integration ensures that all project-related data is consistent and up-to-date across the enterprise, facilitating informed decision-making. **Benefits of Using SAP PS:** **Enhanced Project Visibility:**SAP PS provides real-time visibility into all aspects of a project, from planning to execution. This transparency enables project managers to make informed decisions, identify potential issues early, and take proactive measures to mitigate risks. **Improved Resource Utilization:**Efficient resource management is a significant advantage of SAP PS. By optimizing resource allocation and utilization, organizations can ensure that their resources are used effectively, reducing waste and maximizing productivity. **Accurate Cost Control:**With comprehensive budgeting and cost management tools, SAP PS helps organizations keep project costs under control. Real-time cost [tracking and analysis](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) enable timely interventions, preventing budget overruns and ensuring financial discipline. **Better Risk Management:**SAP PS supports effective risk management by providing tools to identify, assess, and mitigate risks. The module's integrated approach ensures that potential risks are addressed promptly, minimizing their impact on project outcomes. **Streamlined Processes:**The integration of SAP PS with other SAP modules streamlines project management processes, reducing redundancies and improving efficiency. This holistic approach ensures that all project-related activities are coordinated seamlessly, enhancing overall productivity. **Enhanced Collaboration:**SAP PS fosters collaboration among project stakeholders by providing a centralized platform for communication and information sharing. This [collaborative environment](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) ensures that everyone is on the same page, facilitating smooth project execution and delivery. **Best Practices for Implementing SAP PS:** **Define Clear Objectives:**Before implementing SAP PS, it's essential to define clear project objectives. 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Ensure that data flows seamlessly between different modules, providing a unified view of project-related information. **Monitor and Evaluate:**Continuously monitor and evaluate the performance of SAP PS to identify areas for improvement. Regularly review project metrics, seek feedback from users, and make necessary adjustments to optimize the module's effectiveness. **Customize to Fit Your Needs:**SAP PS is highly customizable, allowing organizations to tailor the module to their specific requirements. Work with experienced [SAP consultants](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) to configure the module according to your unique project management processes and practices. **Conclusion:** [SAP Project System (PS)](https://www.mylearnnest.com/best-sap-ps-course-in-hyderabad/) is a powerful tool that empowers organizations to manage complex projects efficiently and effectively. With its comprehensive features, seamless integration, and real-time visibility, SAP PS enhances project management capabilities, driving better outcomes and ensuring project success. By following best practices and leveraging the full potential of SAP PS, organizations can achieve their project objectives, optimize resource utilization, and maintain financial control, ultimately gaining a competitive edge in today's dynamic business environment.
mylearnnest
1,877,860
Choosing an online pharmacy you can trust
Choosing a trustworthy online pharmacy is crucial for your health and safety. DiRx outlines five key...
0
2024-06-05T10:15:35
https://dev.to/mahesh803/choosing-an-online-pharmacy-you-can-trust-23no
mentalhealth, machinelearning, java, html
Choosing a trustworthy online pharmacy is crucial for your health and safety. DiRx outlines five key factors: ensuring the pharmacy sells only FDA-approved medicines, is licensed and accredited, offers pharmacist support, monitors prescription interactions, and complies with privacy laws. By focusing on these aspects, you can confidently select an online pharmacy that prioritises your well-being. `[](https://bit.ly/3VqMY1l)`
mahesh803
1,877,859
How to Read/Write from Credential Manager in .NET 8
How to Read/Write from Credential Manager in .NET 8 Credential Manager is a secure storage...
0
2024-06-05T10:15:05
https://dev.to/issamboutissante/how-to-readwrite-from-credential-manager-in-net-8-1ag
dotnet, credentialmanager, secretkeydotnet, csharp
## How to Read/Write from Credential Manager in .NET 8 Credential Manager is a secure storage solution for sensitive information, such as usernames and passwords. It provides a way to manage credentials for various applications securely. In this article, we will walk through the steps to read, write, update, and delete credentials in .NET 8 using the Meziantou.Framework.Win32 library, which also works in .NET 6 and 7. ### Setting Up the Project Before we dive into the code, ensure you have the following NuGet package installed in your .NET project: ```shell dotnet add package Meziantou.Framework.Win32 ``` ### Writing Credentials to Credential Manager To securely save credentials, we can use the `CredentialManager.WriteCredential` method. Here is a step-by-step guide: 1. **Define the Credential Information:** - `applicationName`: A unique identifier for the application. - `userName`: The username associated with the credential. - `secret`: The password or sensitive information. - `comment`: A description for the credential. - `persistence`: Determines how the credential is stored (Session, LocalMachine, Enterprise). ```csharp using Meziantou.Framework.Win32; using System; public class CredentialManagerHelper { public static void SaveCredential(string applicationName, string userName, string secret, string comment, CredentialPersistence persistence) { CredentialManager.WriteCredential( applicationName: applicationName, userName: userName, secret: secret, comment: comment, persistence: persistence); } } ``` 2. **Usage Example:** ```csharp class Program { static void Main(string[] args) { string appName = "MyApp"; string userName = "user123"; string password = "P@ssw0rd!"; string comment = "User login information"; CredentialManagerHelper.SaveCredential(appName, userName, password, comment, CredentialPersistence.LocalMachine); Console.WriteLine("Credential saved successfully."); } } ``` ### Reading Credentials from Credential Manager To retrieve the stored credentials, use the `CredentialManager.ReadCredential` method: ```csharp public class CredentialManagerHelper { public static Credential ReadCredential(string applicationName) { var credential = CredentialManager.ReadCredential(applicationName); if (credential == null) { Console.WriteLine("No credential found."); return null; } Console.WriteLine($"UserName: {credential.UserName}"); Console.WriteLine($"Secret: {credential.Password}"); Console.WriteLine($"Comment: {credential.Comment}"); return credential; } } ``` ### Updating Credentials Updating a credential is straightforward. Simply call the `SaveCredential` method again with the same `applicationName`: ```csharp public static void UpdateCredential(string applicationName, string newUserName, string newSecret, string newComment) { SaveCredential(applicationName, newUserName, newSecret, newComment, CredentialPersistence.LocalMachine); } ``` ### Deleting Credentials To remove a credential, use the `CredentialManager.DeleteCredential` method: ```csharp public class CredentialManagerHelper { public static void DeleteCredential(string applicationName) { try { CredentialManager.DeleteCredential(applicationName); Console.WriteLine("Credential deleted successfully."); } catch (Exception ex) { Console.WriteLine($"Error deleting credential: {ex.Message}"); } } } ``` ### Understanding Credential Persistence The `CredentialPersistence` enumeration defines how credentials are stored: - **Session**: Credentials are only available for the current session. - **LocalMachine**: Credentials are saved for the current user on the local machine and are not accessible by other users. - **Enterprise**: Credentials are available to all authenticated users on the domain. ```csharp public enum CredentialPersistence : uint { Session = 1, LocalMachine, Enterprise, } ``` ### Full Example Here is a complete example that demonstrates creating, reading, updating, and deleting credentials: ```csharp using Meziantou.Framework.Win32; using System; public class CredentialManagerHelper { public static void SaveCredential(string applicationName, string userName, string secret, string comment, CredentialPersistence persistence) { CredentialManager.WriteCredential( applicationName: applicationName, userName: userName, secret: secret, comment: comment, persistence: persistence); } public static Credential ReadCredential(string applicationName) { var credential = CredentialManager.ReadCredential(applicationName); if (credential == null) { Console.WriteLine("No credential found."); return null; } Console.WriteLine($"UserName: {credential.UserName}"); Console.WriteLine($"Secret: {credential.Password}"); Console.WriteLine($"Comment: {credential.Comment}"); return credential; } public static void UpdateCredential(string applicationName, string newUserName, string newSecret, string newComment) { SaveCredential(applicationName, newUserName, newSecret, newComment, CredentialPersistence.LocalMachine); } public static void DeleteCredential(string applicationName) { try { CredentialManager.DeleteCredential(applicationName); Console.WriteLine("Credential deleted successfully."); } catch (Exception ex) { Console.WriteLine($"Error deleting credential: {ex.Message}"); } } } class Program { static void Main(string[] args) { string appName = "MyApp"; string userName = "user123"; string password = "P@ssw0rd!"; string comment = "User login information"; // Save credential CredentialManagerHelper.SaveCredential(appName, userName, password, comment, CredentialPersistence.LocalMachine); Console.WriteLine("Credential saved successfully."); // Read credential CredentialManagerHelper.ReadCredential(appName); // Update credential CredentialManagerHelper.UpdateCredential(appName, "newUser", "NewP@ssw0rd!", "Updated user login information"); // Read updated credential CredentialManagerHelper.ReadCredential(appName); // Delete credential CredentialManagerHelper.DeleteCredential(appName); } } ``` ### Conclusion In this article, we've covered how to read, write, update, and delete credentials using the Credential Manager in .NET 8. This approach ensures that sensitive information is stored securely, leveraging the built-in capabilities of the Windows operating system. By following these steps, you can manage your application's credentials securely and efficiently. Feel free to reach out with any questions or feedback in the comments below!
issamboutissante
1,877,858
Unveiling Innovation: Propelling Your Business Forward with CodeHunts Software Solutions
In today’s rapidly evolving digital landscape, businesses are constantly searching for innovative...
0
2024-06-05T10:12:04
https://dev.to/hmzi67/unveiling-innovation-propelling-your-business-forward-with-codehunts-software-solutions-2fcg
In today’s rapidly evolving digital landscape, businesses are constantly searching for innovative solutions to maintain their competitive edge. In this dynamic environment, the role of software service providers is more crucial than ever. Enter [CodeHunts](https://codehuntspk.com/) – your trusted ally in navigating the complexities of technology and innovation. At CodeHunts, we don’t just offer services; we provide tailored solutions crafted with precision to address your specific business needs. Our journey is fueled by a fervent dedication to innovation, excellence, and unwavering client satisfaction. So, why should you choose CodeHunts as your preferred software solutions provider? 1. **Leading-Edge Solutions**: Innovation is ingrained in our DNA. Our team of experienced developers and tech enthusiasts continuously explores the latest trends and technologies to deliver leading-edge solutions that drive tangible results. Whether it’s custom software development, mobile app solutions, or cloud-based services, we have the expertise to turn your vision into reality. 2. **Client-Centric Approach**: We understand that every business is unique, and so are its requirements. That’s why we adopt a collaborative approach to thoroughly comprehend your business objectives, challenges, and aspirations. We work closely with you throughout the project lifecycle, ensuring transparency, effective communication, and alignment every step of the way. 3. **Unmatched Expertise**: With years of industry experience, we have honed our skills and expertise across a broad spectrum of technologies and domains. Whether you’re a startup aiming to build your Minimum Viable Product (MVP) or an established enterprise seeking to modernize your legacy systems, our team possesses the knowledge and capability to exceed your expectations. 4. **Agile Methodology**: In today’s fast-paced world, adaptability is key to success. That’s why we embrace agile methodologies to swiftly respond to changing requirements and deliver value incrementally. Our iterative approach allows for greater flexibility, faster time-to-market, and ultimately, superior outcomes for our clients. 5. **Commitment to Quality**: Quality is the cornerstone of everything we do at CodeHunts. We adhere to rigorous quality standards and best practices throughout the development process, ensuring that every solution we deliver is robust, reliable, and scalable. Our relentless pursuit of excellence means that you can trust us to deliver nothing but the best. 6. **Continual Support**: Our relationship with our clients extends far beyond project delivery. We offer comprehensive support and maintenance services to ensure that your software solutions continue to perform optimally long after implementation. From troubleshooting and bug fixes to performance enhancements and updates, we are committed to your success. In essence, CodeHunts is not just a software services provider – we are your strategic partner in driving innovation, growth, and success. Whether you’re a small startup or a large enterprise, we have the expertise, experience, and dedication to help you achieve your business goals. Are you ready to take your business to new heights? Contact us today, and let’s embark on a transformative journey of innovation together!
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