What emerging technologies are shaping the future of software development in 2023?

The future of software development is already here! Software development processes, the tools thereby are rapidly advancing to make technology accessible and easy to use for one and all. At the same time programming languages are introducing innovation and functionality for developers to make the most of. These possibilities are opening up exciting and novel opportunities for the enterprises to exploit. Societal demands are also a contributing factor towards technological advancements.

A number of industry leaders are readily embracing software improvements now. This can be ranging from a minor shift to a whole rapid transformation in the tech stack and processes over a period of time. As an aftermath of pandemic many organizations also had to accelerate their priorities and make them more attuned with the current competitive marketplace, overhauling all of their business models at times. The transition towards more personal and customized online products and services has led to transition in the mindsets of entrepreneurs and key decision makers. The increasing demand for software development is leading to inception of new and quick technology catering to the relevant times.

Let’s have a look at the ongoing technological trends to watch out for.

1. The popularity of machine learning and Ai is worth of the hype

A lot of times Machine Learning and Artificial Intelligence are understood to be one and the same however they have their significance individually and separately. Machine Learning is a part or subset within Artificial Intelligence. AI is one of ever evolving and quickly adaptable trend in software development company in India. As per popular belief AI and ML are no longer the tools only with hi-tech organizations. These modern software development trends have found acceptance in small and medium scale industries as well. Fintech is hugely benefitting from the predictive powers and computational ability of Artificial Intelligence and Machine Learning.

The huge increase in demand for these technologies have been both within and outside of IT. AI and ML have a big say in what is being developed and how it is being implemented. ML is capable of being applied in a variety of places in development; setting budgets, prototyping, assisting in programming and the likes.

One of the most sought-after trends of Machine Learning in 2023 is Generative AI; the technology to be able to generate new content with the use of the available content. Generative AI can be beneficial in targeted marketing. It can also yield results for pharmaceuticals manufacturing. It may so happen within the next 10 years, that 10% of the overall data that is produced is through Generative AI.

With Machine Learning and Artificial Intelligence every business can gain, no matter what the size.

2. Novel way of development with Low Code No Code Platforms

Low Code and No code tools as the name suggest requires no or low coding towards app building and deploying. This approach to development comes with a visual environment where users are able to create applications with the help of pre-built blocks. Especially low code tools of development can promise rapid development speeds with the accessibility open to non-tech individuals who do not know coding or have no or little coding knowledge. With this novel approach to development businesses outside of IT will be able to access development efforts without over burdening the IT teams within organizations. At the same time the developers who are overburdened can make the best of these tools to quickly develop applications.

There are certain concerns when we speak of low code, no code tools of app development. General flexibility, future scalability and security are some of the questions that may come to our mind. Hence it is not recommended to create the whole of the software architecture using the low code, no code technology. Some routine, mundane aspects can be offloaded to be built using these tools. Strategic and creative aspects of development can be taken care by the expert developers.

There are some drawbacks of the LCNC approach to development however it is improving by the day. The improvement that we see of these platforms is at a rapid pace no doubt.

It is not a question that low code tools will empower the non-tech individuals with more technological freedom. This novel approach to software development is both innovative and useful.

As per Gartner Worldwide Low-Code Development Technologies Market to Grow was 23% in 2021.

3. The robust cloud native software infrastructure

Services and apps deployed on the cloud have already scored popularity with a number of users, businesses and other organizations. The cloud-built infrastructure is the next steps when it comes to the new gen technological forces to software development. Cloud native software is especially designed to be accesses within a distributed cloud specific architecture. Some of the huge tech giants are offering cloud services that are capable and more affordable now than before.

Cloud enabled software is the bright future of software development. Businesses need not empty their pockets to access these services. The scalability of these apps is also guaranteed in the future when needed. It is possible to drive the costs matrix down for businesses in the cloud-based subscription software development architecture, as you’d only pay for the resources you’d need. Software developed on the cloud infra can be run on public, private or hybrid clous architecture.

4.Blockchain is changing the software development game

There was a time whenever we talked of blockchain, the first thought in our minds was about cryptocurrency. However now blockchain technology is applicable to host of other products and services. Blockchain is identified as one of the significant trends in the software development industry. Blockchain technology is distributed and decentralized. Hence it promises exceptional transparency and security in host of transactions no matter what sectors. Blockchain is applicable in Fintech and beyond.

Blockchain can be utilized within platforms that provide Intellectual Property security
Supply chain monitoring systems can benefit from Blockchain services. Oil and gas industry, automotive, logistics, agriculture etc can gain from Blockchain
For security of voting systems Blockchain system can come in handy

It is expected that by the close of this year we may be able to witness a host of software developed using blockchain technology

5. DevSecOps technology is highly secure

DevSecOps is the novel way to software development that embeds security at every step of the software development phase and shifts from the traditional DevOps pipeline. If you’ve observed, cyber-attack is growing enormously in our digital first economy no matter on government websites or private, public-sector software’s. Hence cyber security needs to be the number one priority from the very first moment of software development cycle. With DevSecOps we’ll be able to address the burning issue.

Let’s identify the difference between DevOps and DevSecOps

In DevOps approach there is a tight collaboration between the IT operations and teams of developers using agile approaches. Here the end goal of the DevOps team is to deliver the software to the users as soon as possible. The DevOps approach suggests the use of automated feedback process that can generate continuous insights and improvement cycles. DevOps is popularly understood as the culture, methods or tools for agile development.
DevSecOps is the next steps to DevOps.With DevSecOps the traditional role of code development by the security department can be altered tremendously. So, under the traditional method the QA teams joined the process after the conclusion of the development cycles. However, with the DevSecOps method the QA teams are required from the very beginning of the development cycle and at all the stages.

Hence with DevSecOps the security is never a concern with the software that is developed. In fact, security is an integral aspect of the software development cycle beginning with planning of the software to its successful conclusion. This can let enterprises identify the security concerns at an early stage saving time and costs.

6. Web 3.0 is here to democratize internet

The web 3.0 a combination of machine learning, artificial intelligence, NFT, cryptocurrencies, metaverse is here to create an inclusive environment for operating on the internet with security of the user data being highly protected.

Web 3.0 is the newest concept of the web and its usage. It is here to give the users more freedom than Web 1.0 and Web 2.0. The core principals upon which Web 3.0 thrive is; it being decentralized, open sourced, anywhere accessible with no third-party controls. Web 3.0 will not have centralized web servers for any kind of backend processing, nor will it have centralized database. Web 3.0 uses blockchain technologies with decentralized applications and servers.

With Web 3.0 we can be ensured of trustworthy decentralized digital infrastructure where users can be actively involved, complex search queries will provide better results and users data will be protected again unauthorized access. Software development upon the principals of Web 3.0 will be more confident about security and scalability.

7. Augmented Reality is bringing transformation for digital commerce

The role of AR or Augmented reality is rapidly evolving in e-commerce.

The demand for digital shopping has grown ever since the pandemic. As per a survey conducted by PwC, the number of consumers who preferred in store shopping prior to the pandemic was 47% as against the number of shoppers shopping online post pandemic is 45%.

With an increase in demand for digital commerce there is also an increase in the demand for the technologies and tools that can support the shopping experience making it more seamless and organized. Augmented Reality is one of the tools that can provide delightful shopping experience.

With AR the ecommerce portals and mobile applications can support the consumers with more detailed information on the products, its features, alternate options etc. transforming the experience from digital to real world feels. For example, the consumers can see how a piece of furniture will fit into the homes or how a particular clothing will look on them.

Software development with AR technology is not just useful but also quite delightful for the end users.

8. Python programming language on the front seat now

For couple of years JavaScript dominated most of the programming language used by the developers all over the world. Ever since 2020 Python has been in demand and by 2021 it is become the number one programming language used by software developers all over the world.

The reason for Python topping the list is that it has become a more favourite language amongst dedicated software development team using AI ML based features and solutions in the software development architecture. This language is most likely to stay on top in the coming few years

Final Thoughts

Software Development is a process that is forever evolving. While there are some technologies which are gaining traction and evolving as per the needs of the time, some others are getting obsolete. Businesses need to remain relevant and innovative, in the competitive world that we are living in today. For this end they need to keep updated and adopt within their everyday operations the novel technology and latest trends. 2023 is a year marked with abundance of Machine Learning, Artificial Intelligence, Low Code No Code Technologies to software development, finding precedence among others like Internet of Things, Blockchain, Augmented Reality etc. Let’s lead the parade of software development from the front!

Thank you to our guest author Vikas Agarwal is the Founder of GrowExx, a Software Development Company in India specializing in Product Engineering, Data Engineering, Business Intelligence, Web and Mobile Applications. His expertise lies in Technology Innovation, Product Management, Building & nurturing strong and self-managed high-performing Agile teams.

What else to read?

In this day and age, staying competitive in the business world can be a challenge. Utilizing the latest technologies is a key factor in achieving success. Flutter app development services offer businesses an efficient and cost-effective way to build apps that will help them stay ahead of the curve. By utilizing the power of Flutter, businesses can gain an advantage over their competitors and unlock the door to success.

Flutter is an open-source platform

Flutter is an open-source platform for developing mobile applications, and it has quickly become one of the most popular development tools. It is a cross-platform framework used to build apps for Android and iOS platforms. The main advantage of Flutter is that it allows developers to create stunning mobile applications with little effort and time. With its unique and powerful features, businesses can easily develop attractive and engaging mobile apps that are highly responsive and reliable. Furthermore, Flutter offers strong integration with existing software and hardware.

For businesses looking to save time and money on app development, a Flutter app development company is an ideal choice. Professional developers can help create intuitive, high-performing apps using the latest technologies, ensuring they are compatible with multiple devices. Moreover, Flutter developers are well-versed in writing code that follows the highest standards and conventions, so your app will be ready for launch in no time. Furthermore, with the help of a Flutter app development company, you can access all the benefits of Flutter without any technical complexity.

Flutter can help you save time and money

Developing mobile applications with Flutter can be a great way to save time and money. As a flutter app development company, we understand that when you’re looking to build an app, you want it completed as quickly and efficiently as possible. With Flutter, development times are significantly shorter than with other platforms. This means you’ll be able to get your app up and running faster, which can result in more immediate ROI for your business.

Additionally, Flutter also helps you save money. Since the platform is open source, you don’t have to pay licensing fees or ongoing costs. Furthermore, the same codebase can be used for iOS and Android apps, so you don’t have to pay for separate development for each platform. This makes Flutter an affordable choice for businesses who want to build an app without breaking the bank.

Flutter offers a wide range of features

Flutter is an open-source platform that allows developers to create fast, modern, and beautiful apps. It has a comprehensive range of features, making it a preferred choice for app development among companies. It enables developers to quickly build cross-platform applications with a single codebase. Furthermore, Flutter enables them to create native apps on iOS, Android, web, and desktop platforms with ease.

The UI/UX of the app can be designed as per the requirement of the customer, resulting in an excellent user experience. With its own widgets and tools, Flutter can help create amazing designs with less effort and fewer bugs. The Hot Reload feature of Flutter helps to update the changes in real-time and speeds up the development process.

Another advantage of using Flutter for app development is its faster performance. Flutter’s Dart language compiles into native code, which helps to provide a smooth user experience. It also provides developers with better stability and reliability, allowing them to focus on building innovative apps. In addition to this, Flutter ensures that the app works well on different platforms such as iOS, Android, and the Web.

A flutter app development company can leverage all these features to develop efficient and reliable apps. With its wide range of features, Flutter can help businesses unlock the door of success by creating engaging, high-quality apps.

Flutter is easy to learn and use

Flutter is a great choice for businesses that need to quickly develop an app with minimal coding. With its intuitive user interface and powerful development environment, even inexperienced coders can easily create beautiful apps. Plus, many third-party libraries and services are available to help customize and extend the capabilities of your app.

Working with a flutter app development company can also help simplify the process of building an app. Experienced developers have the skills and expertise to create an optimized and fully functional mobile app that meets your specific business requirements. Plus, they have access to the latest technologies and trends, helping you stay ahead of the competition. With their knowledge, you can create a high-performing app in a shorter period of time with fewer errors.

Flutter is reliable and efficient

For any business, reliability, and efficiency are key to success. Businesses can have reliable and efficient mobile applications with Flutter app development services. This is because Flutter utilizes a single codebase for both Android and iOS platforms. This single codebase eliminates the need for maintaining multiple codes for different platforms, resulting in a more efficient and reliable mobile app development process.

Moreover, with the help of a flutter app development company, businesses can reduce the amount of time and money spent on creating separate applications for each platform. This is because developers can use the same set of codes to develop apps for different platforms. This makes the process faster and smoother, resulting in a more reliable and efficient mobile application.

In addition, Flutter provides a wide range of highly beneficial features for businesses. These features allow businesses to customize their mobile applications according to their needs, resulting in a more efficient and reliable user experience. Furthermore, with Flutter’s hot reload feature, developers can make changes to the codebase without having to restart the app. This increases productivity, as developers can quickly make changes to their codebase and test them without having to start from scratch.

Therefore, with Flutter, businesses can have an efficient and reliable mobile application that offers a seamless user experience. By leveraging the services of a flutter app development company, businesses can create high-quality apps that are tailored to their needs. This ensures that businesses are able to achieve their desired results while saving time and money.

Conclusion

Flutter has become a popular choice for businesses looking to develop mobile applications that deliver a seamless user experience. Its customizable widgets, hot reload feature, and outstanding performance enable developers to create high-quality mobile apps for both Android and iOS platforms efficiently and cost-effectively. By leveraging Flutter’s capabilities, businesses can reach new customers, enhance customer engagement, and stay competitive in the market. Additionally, Flutter’s ability to integrate with backend technologies, APIs, and third-party plugins offers businesses a way to incorporate the latest technologies into their offerings. With these advantages, Flutter can unlock the door of success for businesses and help them achieve their growth and expansion goals.

What else to read?

Have you ever found yourself staring at a massive spreadsheet, feeling overwhelmed and unsure of where even to begin? I certainly have. As someone who works with data, I know the importance of interpreting it accurately. However, the sheer amount of data can be daunting. That’s where data visualization comes in.

Data visualization is the art of representing data visually, allowing you to explore and understand information more easily. It’s a way of presenting data in a way that is intuitive, engaging, and, most importantly, easy to understand.

Data Warehouse is a single repository to store all the data from an organization’s databases and related sources in one place. All the forms of structured and unstructured data in different formats and visualizations are extracted from the organization and transformed. Depending upon an organization’s approach, data could be transformed before or after loading into the Warehouse.

Besides acting as a single source of truth for your organization, Data Warehouse services offer storing large amounts of data, finding correlation patterns, and recognition for business decision-making. It effectively helps in data analytics, visualizations, and reporting.

(more…)

Great news! WebDataRocks pivot is available for Flutter

Of course, we could not walk by the latest technological novelty for passionate developers.

We are glad to present a new WebDataRocks Pivot Grid integration with Flutter.

What is Flutter?

Flutter is known to be the most solid cross-platform application development instrument. High performance and development speed is achieved through unique techniques.

Firstly, a declarative approach based on components inspired by the ReactJS web framework is used to build the UI.

Secondly, Flutter is based on the programming language Dart that is compiled into binary code. The speed of operations can be compared to Swift, Java, or Objective-C.

So, Flutter is the best solution to build beautiful, natively compiled, multi-platform applications from a single codebase.

Any core features listed?

Yes, there are many to highlight!

As was mentioned earlier, with Flutter you can create cross-platform software. This lies in the heart of Flutter logic, so every user can use your product equally comfortably with less developer’s effort. There is no need to have support for desktop, mobile, and web platforms separately, as you need to write code only once on Flutter. The cross-platform’s advantage gets even more noticeable when it comes to development of new features and the need to make updates for each platform arises. With Flutter you can make changes once and for all.

UI rendering is perfect to the last pixel in Flutter. This was achieved by powerful engine handling painting at runtime and Skia for graphics.

Only one programming language – Dart – is used. It facilitates the development of cross-platform applications and provides a well-developed technical base. But Dart has its own features too, like an Ahead-Of-Time (AOT) and a Just-In-Time (JIT) compiler, that make hot-reloading and hot-restarting possible.

Looking for a pivot grid for Flutter project?

WebDataRocks is a comfortable solution for embedding data visualization into your application. The integration process is not difficult, we have a 5-step tutorial on how to add WebDataRocks into your project.

Start with cloning the repository with following commands and all dependencies:

git clone https://github.com/webdatarocks/pivot-flutter
cd pivot-flutter
dart pub get

Then connect it to your device. Learn in docs how to configure Android and iOS devices.

Then simply run the project via console:

flutter run

Now you can enjoy our classic demo built with the Flutter framework! To learn more, visit the documentation page.

Have you already checked your achievements this year? That is what an annual report is created for. You collect data, analyze it, and explore which of your decisions led to such a result and, based on conclusions, develop further strategies for the next year.

How to create an annual report

Words “data” and “analyze” should nudge you towards the fact you have to deal with data visualization. So an annual report essentially means to be a convenient way to present information. But to make it as comfortable as it can be it is important to choose the right way to provide your data.

The well-known thing is that charts and graphics are the best both for visualizing and analyzing information because it is very easy to compare measures. Although there can be situations when you can not use either of those. For example, you decided to check the progress of the employees. There are thousands of them which means your column chart (as for an example) will look like a comb and going through it would not be a pleasant thing. How to get around that?

I suggest reviewing the real case

Imagine… December. Several days before Christmas. The North Pole. Everything is nearly ready: presents are wrapped, and the sleigh is on the way. But Santa still has some spare time, so he decides to reward elves for their outstanding work. Also, he wants to motivate them to do their job even better next year. So he makes a big report where each elf can see himself, his indicators and compare them to others. How to do it beautifully and just in several steps?

Santa will definitely use WebDataRocks Pivot Table because it is free and provides all necessary features. Let’s have a look at his grid and how he managed to create it.

Step 1. Connecting data

As a data source, Santa used JSON and created a function that returns all this data right in code.

function getJSONData() {
     return [{
     "Employee name": "Gerald Tumini",
     "Working hours": 2089,
     "Percentage of satisfied customers": 100,
     "Amount of processed applications": 2052,
     "Amount of customers brought by": 46,
     }
     ...
]

"dataSource": {
     "data": getJSONData()
 }

Step 2. Counting efficiency ratio

As you can see, there is no such column as efficiency ratio. Actually, it is the thing that needed to be found out so Santa created a calculating value using formula:

sum(\"Amount of toys made\") * sum(\"Percentage of satisfied customers\") / 100 / sum(\"Working hours\") "

It will calculate how many satisfied customers an elf “produces” per hour.

{
     "uniqueName": "Efficiency ratio",
     "formula": " sum(\"Amount of toys made\") * sum(\"Percentage of satisfied customers\") / 100 / sum(\"Working hours\") ",
     "caption": "Efficiency ratio"
 }

Also, Santa used sorting for this column so elves could easily understand how good or bad they are compared to the others.

"sorting": {
     "column": {
         "type": "desc",
         "tuple": [],
         "measure": "Efficiency ratio"
     }
 }

Step 3. Replacing values with icons

Why not display the efficiency ratio with icons instead of numbers? For such an interesting look, Santa implemented the customizeCell function, which adds an emoji to a cell depending on its value.
customizeCell is applied to all cells on the grid, but since the ratio is the only metric we’d like to highlight with emoji, we can use extra conditions to prevent our emojis from appearing in other columns.

function customizeCell(cell, data) {
    if (data.type == "value") {
        if (data.value < 0.45 && data.value > 0) {
            cell.text = "😖";
        } else if (data.value > 0.45 && data.value < 0.5) {
            cell.text = "🥲";
        } else if (data.value > 0.5 && data.value < 1) {
            cell.text = "😬";
        } else if (data.value > 1 && data.value < 1.17) {
            cell.text = "🤗";
        } else if (data.value > 1.17 && data.value < 2) {
            cell.text = "😁";
        }
    }
}

Step 4. Coloring the cells

As it is an official report, Santa created a beautiful pattern with corporate colors, red and green. For this, he simply applied conditional formatting to each measure: he wrote the format of the cell after conditioning and formula that will always return true so the formatting will apply to the whole column.

"conditions": [
         {
             "formula": "#value > 1.17",
             "measure": "Efficiency ratio",
             "format": {
                 "backgroundColor": "#FDD835",
                 "color": "#FFFFFF",
                 "fontFamily": "Arial",
                 "fontSize": "12px"
             }
         },
         {
             "formula": "#value >= 2900",
             "measure": "Working hours",
             "format": {
                 "backgroundColor": "#689F38",
                 "color": "#FFFFFF",
                 "fontFamily": "Arial",
                 "fontSize": "12px"
             }
         },
         ...
]

And… Puff! The result

See the Pen Annual report – Santa edition by WebDataRocks (@webdatarocks) on CodePen.

Now all the elves will see how much they have made through this year and how proud Santa is of them (or not…) And Santa knows exactly who will receive some extra candies for his great work. Also, with such a beautiful Christmas report, everybody will feel the holiday spirit and be in the right mood!

With such an example, now you can create amazing and functional reports by yourself. If you are interested and want to learn more, check out the full demo on CodePen.

Are you ready for Halloween?

In celebration of this spooky holiday, we’ve decided to pick top WebDataRocks samples dedicated to Halloween. Not only you’ll play with fun demos but also learn how to create analytical reports based on any kind of data.

Let’s start!

A dashboard for analysis of pumpkin prices

See the Pen Halloween demo with WebDataRocks and Highcharts: pumpkin prices analysis by WebDataRocks (@webdatarocks) on CodePen.

More than 1.5 billion pounds of pumpkin are grown in the US each year. What are their prices? In this demo, you’ll see how to analyze the prices of pumpkins that are grown in different cities of the US and varied by size, color, package, and grade. You may even notice the trends in how the prices change depending on the season.

The only tools you need to create such an interactive dashboard are WebDataRocks and Highcharts – JavaScript libraries for reporting and data visualization. With WebDataRocks, you can pre-process data before further visualization. Simply load it into the pivot, arrange the fields on the grid, aggregate the data, sort it and highlight important cells. With Highcharts, you can build custom charts based on the summarized data retrieved from WebDataRocks Pivot.

The entire process is as simple as a pumpkin pie – you can find all the instructions in the guide and learn how to make the pivot table and charts work together swiftly.

As a result, you get a ready-to-use tool for generating insightful reports in PDF, HTML, or Excel.

Analysis of IMDB Horror Movie Dataset with WebDataRocks and FusionCharts

See the Pen WebDataRocks: Analysis of IMDB Horror Movie Dataset by WebDataRocks (@webdatarocks) on CodePen.

What’s your favorite way to celebrate Halloween? If you’re searching for a creepy movie to watch on All Hallows Eve – great news! We did it for you!

The next demo is built using WebDataRocks and FusionCharts. With it, you’ll find the movies with the highest rankings grouped by genres and release dates.

The last but not least – the dashboard is dark-themed, meaning you can apply dark styles both to WebDataRocks and FusionCharts.

What else can match the mood of Halloween if not the black color?

Candy Power Ranking Analysis with WebDataRocks Pivot

See the Pen WebDataRocks Pivot: Analysis of Candy Power Ranking by WebDataRocks (@webdatarocks) on CodePen.

Not a big fan of pumpkins and horror movies? Looking forward to Halloween just for the sake of Halloween candies?

If you have a sweet tooth, this demo is for you.

With the Candy Power Ranking data set and WebDataRocks Pivot, you’ll discover the most and the least popular Halloween candies, as well as the sweetest and the most expensive ones. Try rearranging the report’s fields to group the candies by constituents and extract new insights from the data.

Explore Pivot Table’s features

If you’d like to take a closer look at the out-of-the-box features of WebDataRocks Pivot, you are welcome to see our comprehensive UI guide that covers every piece of functionality available to the end-users.

If you are more interested in how to configure the reporting tool with code, check out our API reference and get hands-on experience with demos on CodePen.

References

All the demos mentioned in the blog post are based on the data from Kaggle.

Feel free to download the full data sets, connect them to the pivot table and come up with your own way of the report’s layout. Take the full advantage of filtering, aggregating, sorting, drag-and-drop, and drill-down features – they are designed exactly for bringing your reporting to new heights.

What else to read?

Research indicates that Cross-platform development of mobile apps saves 30-40% as compared to Native apps.

Cross-platform app development is in demand, and software developers welcome this change wholeheartedly. Being a web owner, you need to have the top-notch quality of cross-platform apps for expanding your digital business. Even mobile developers love using cross-platform apps since they are affordable and have a small development cycle.

Cross-platform mobile frameworks used by global developers from 2019-2021 (Image Source)

An appropriate framework can help in developing a trustworthy and successful cross-platform app. React Native is one such framework that has achieved the title of “Prime Choice” for mobile app development.

Introduction to React Native

React Native is the most successful web library of Facebook. Not only does Reach Native stand high amongst other platforms, but its open-source UI software framework and its scalability to develop apps for varied operating systems like Android, iOS, Windows, macOS, etc. make it a leader for start-up apps.

Skype, Facebook, Walmart, Instagram, Pinterest, etc. all use this framework.

For native mobile app development, the only choice for app developers is React Native. It beats all the platforms in the market and in a short period, this framework has managed to win millions of hearts with its awesome features, performance, and ease to use.

The popularity of React Native is also because it permits developers to create thrilling real mobile applications using JavaScript. A single code that is dually compatible (used for iOS and Android) can be used in developing applications. This in turn reduces the development time and cost also.

Factors to Consider before Selecting React Native Local Database

Selecting the perfect React Native local database for your application can be a challenge in itself. Application requirements and application security are the most pivotal factors which need to be considered before selecting the native local database.

Few more checkpoints need to be considered before plunging into a decision. They are:

Functional variations
Application Security
Application Requirements
Operations Speed
Real-time synchronization
Code lines
Data Storage
Ease of Use

The list is huge. Remember that your choice will affect the performance of your application and hence let’s view all the pivotal factors in detail before you make your final choice.

1. Data Conflicts and Concurrency:

The more cooperative the application, the more conflicts are bound to arise. You should be able to trace the databases which can handle and take care of conflicts smoothly. Do a thorough check on the documents of the database, and check out the ways they manage the conflicts as well as their impact on the applications.

Moreover, when an app becomes popular, the developers need to be more cautious, since it brings in a vast amount of data. Varied user requests need to be addressed with perfection and accuracy and ensure that all the conflicts, as well as the concurrency, are properly carried out by the React Native local database.

2. Synchronization of Offline Data:

Users are very demanding. They require their apps to function not only in online mode but also in offline mode too in case of internet issues. Hence, it’s vital to look out for such a database that allows data synchronization for users when they face low internet issues.

3. Complex Data:

Lookout for a database that can take care of complex data structures. It is evaluated that for maximum applications, data is well-maintained in the key values format or a JSON structure. It is therefore important to choose a proper database that can handle complex data structure for example, complete documents or objects.

4. Several Code Lines:

Let me commence this with an example. Suppose you need 18 code lines to write SQL CRUD (create, read, update, delete). Don’t make the mistake of choosing an advanced database, since such advanced versions are responsible for creating complexities in your coding. This in turn impacts your database performance.

Processing of codes may even slow down your app or create a lagging effect.

We have noticed that apps having advanced functions can impact user experience as well as app speed, so beware before using such advanced databases.

5. Memory Handling:

Are you aware that poor handling of data, may lead to application crashes? An important memory management process called Squeezing deletes unwanted and unused data.

Usually, the majority of the React Native databases have the feature to clear cache regularly, to ascertain enough memory space for smooth functioning of the application.

6. Ease of Use:

This is the most important factor which needs to be considered before making a final choice of the database. Your selected React Native database should be such that developers can combine the same with fewer efforts. This not only enhances the development process but also simplifies the work of the developer.

Now that you are aware of the check-points and the factors to consider for the selection of your React Native database, let’s proceed to find the most appropriate database for the same.

Best Database for React Native

There are varied React Native databases for mobile applications, of which we have listed the best ones, their features, their benefits, and their clients.

1. Realm

The Realm database is licensed under the Apache License and built especially for mobile devices. It can manage huge load data of complex data and is quick and easy to use. Software developers love the Realm database since it’s easy to develop mobile apps both online and offline. This open-source (alternative to SQLite & Core Data) and object-oriented database functions 10 times quicker than the relational database. It can be customized for varied OS like iOS, Android, JavaScript, etc.

Apart from this, Realm also supports tablets and wearables.

The popularity of React Native’s local database lies in handling high securities. It uses varied encryption protocols for varied platforms.

With Realm, developers can:

View, open, and modify the synced systems
Administrate realm object server instances

Features:

Realm has excellent concurrency control since it’s built from the ground up in C++.
The performance is ensured as the Realm database can handle huge data loads.
This database has a query engine for finding and filtering objects.
It helps to build reactive mobile applications in all places.
It offers an object-oriented data model.
Realm also offers storage architecture by using B+ trees to organize objects.
It enables synchronization through the log component feature.
It offers strong security since the data always stays in encrypted mode.

Advantages:

Constant background synchronization helps in saving user interaction.
Realm comprises a wonderful set of APIs.
It uses various encryption methods for every mobile platform.
Realm is offline-friendly with Redux offline.
It is built for mobile and hence more desirable.
It’s open-source and designed for online as well as offline use.
Data synchronization is permissible in this React Native database.
It permits the development of cross-platform mobile apps and hence is useful for developers.

Disadvantages:

Since the APK size becomes bigger, the utilization of RAM is more.
Since the auto-increment feature is missing in Realm, you can’t incorporate those values.
There are few restrictions on Model classes. Hence, practices like hashcode and equals cannot be invalidated in classes of the Realm Model.

Who uses Realm?

Patreon
N26
Peek Stack

2. SQLite

SQLite is a software library that uses a serverless and zero-configuration transactional database engine that is written in C language. This self-contained library is an ideal React Native database since it provides huge storage for mobile applications.

SQLite is becoming quite popular and desirable since the entire data storage is done on devices. This factor permits the software developers to diverge from the client-server architecture. SQLite is even useful for offline apps since varied platforms are supporting it, which makes app installation easy.

Since all the SQL-based policies are followed by SQLite, it’s amenable to atomicity and isolation. This small, quick, and reliable database engine can be easily integrated with mobile apps.

The best part of the SQLite database is its plugin termed react-native-SQLite-storage which can be used for Android as well as iOS platforms.

This React Native database writes content directly into files rather than the server. The content is stored in plain text and can be encrypted with an SQLite extension named SEE (SQLite Encryption Extension) or SQLiteCrypt etc. for app security.

Features:

SQLite is a classic serverless database engine.
It’s a zero-configuration database since no setup is required for the same.
This is a self-contained platform since it’s free from all external discrepancies.
The source code of SQLite is completely readable as well as accessible to programmers and developers.
SQLite database is stored in a single cross-platform disk file.

Advantages:

Since the SQLite database is lightweight, it becomes easy to utilize it as an implanted software on varied devices.
Its portability across 32-bit and 64-bit OS is noteworthy. Varied processes can be joined with the application file and can function without interference.
It’s a simple database and quite easy to use, thus making it an ideal choice for your React Native local.
The read/write operations can be carried out quickly by this database. During the download process, it only downloads the required content rather than reading the whole data.
SQLite came as a TCL extension and its main test suite is written in TCL. This TCL integration makes SQLite easy to use with varied programming languages.
This database is pre-installed on Android and iOS.
Installation is not needed for this database since downloading SQLite libraries is enough to create a smart app database.
It’s portable, reliable and accessible. Its reach via varied third-party tools makes it more demanding.
It’s cost-friendly since content can be accessed and modified using brief SQL queries.

Disadvantages:

The database size limitation of up to 2GB in most cases is a con.
SQLite does not support multi-client concurrency access.
SQLite usually handles less/medium traffic nicely, so it may not work precisely in case of heavy traffic (HTTP requests).

Who uses SQLite?

Alibaba Travels
Accenture
NetSuite Inc

3. Firebase

Firebase is a Backend-as-a-service (BaaS) and a well-known database which is owned by Google. This database is deprived of NoSQL and is ideal for offline data change and synchronization. This is a React Native backend database with awesome technology and can handle the MVX requirements for mobile applications.

Web developers who use this React Native database can save time and effort in setting up a private server for securing data. Firebase is also beneficial for banks and other financial institutions due to its compatibility with SOX regulations.

Features of Firebase:

The Firebase database has an awesome file storage capacity.
This database comes with an ML (Machine Learning) kit which has varied features like face recognition, language translator, etc.
A vital feature is a serverless framework of cloud functions that permits you to automatically run backend codes in response to HTTPS requests.
With magnificent built-in analytics, Firebase can go for unlimited reporting up to 500 distinct events ( each with 25 attributes).
Targeting the audience by segmenting them based on mobile application data is available in Firebase.
Firebase hosting is scalable beyond 200K connections since it permits you to create 2 or more databases with 100K each.

Advantages:

The Firebase real-time database permits you to create combined applications by allowing entry into the secured database from the client-side code.
Rapid prototyping with Firebase is an added advantage.
Firebase provides excellent security by authenticating users. This database permits developers to write security rules for restricting users to read/modifying data. These server-side rules help in keeping the database safe.
Simple and easy setup and awesome documentation are some more benefits.

Disadvantages:

Restricted support for iOS features is a major drawback.
Pattern-matching security rules and other conditions are some more restrictions of this database.
This database does not support countries that don’t have Google.
Limited data migration and querying capabilities may turn developers to choose other React Native databases.
The pricing of this database is unpredictable and it varies depending on the usage.

Who uses Firebase?

Halfbrick
Wishlist
Alibaba

4. PouchDB

PouchDB is an open-source JavaScript database that works for online as well as offline apps. In the offline mode, it enables the apps to store data locally, and it syncs with CouchDB and servers when the application mode is changed to online, thus syncing user data at all times.

Since the JSON (JavaScript Object Notation) format of JavaScript is used in this database, software developers find it easy to create, update, write or delete objects with JavaScript API.

Robust mechanisms, single-call API access for developers, and awesome compatibility with server-side databases like MySQL, MongoDB, etc. make this database an ideal choice.

Pocket DB has a helpful replication feature, which empowers information to match up with different clients without any data loss. Furthermore, PouchDB is remarkable with regard to security. Also, it’s not storing your password. However, it encrypts communication through RapidSSL Certificate. With such a protected local database react native, you can have confidence that your application will be protected.

Features:

PouchDB offers good concurrency with multiple executions happening at the same time.
As stated above, data synchronization in both (online/offline) modes is possible.
Developers having a fair idea about programming languages find PouchDB easy to understand and learn.
Apart from being open-source, PouchDB is also an in-browser database API scripted in JavaScript.

Do you want to be the first to test the grid with your data?

Download

Advantages:

This JavaScript database can easily synchronize data with all supported servers.
PouchDB offers robust encryption security since it supports SSL security. With this digital security certificate, developers can encrypt data coherently with 256-bit encryption protocols.
This database works like a professional when it comes to data replication.
This React Native database supports both online and offline capacities as stated above.

Disadvantages:

None

Who uses PouchDB?

Newt
SOLID engineer
Cloudwall

5. WatermelonDB

WatermelonDB is a new and optimized way that helps create complex apps in React Native and React Web. With the motto to deliver world-class performance by quick app launch, WatermelonDB also permits offline data syncing just like other databases.

This open-source React Native database is built over SQLite and offers ultimate performance to the React Native local database. Coming with an ability to scale ample records in a minute without compromising on speed, this React Native database can deal with multithreaded and highly cached async operations.

Another best feature of this database is that it can resolve queries instantly since it functions only on request. Any modifications in the database can be instantly delivered on user interfaces.

Features:

WatermelonDB is known for its speed and hence applications are loaded instantly irrespective of the data size.
This React Native database is extremely scalable and can accommodate hundreds and thousands of data records.
It’s lazy and hence loads data persistently only when requested.
It has a reactive and asynchronous database framework.
It’s multi platform since it supports Android, web, and iOS systems.

Advantages:

Since this database supports static typing, developers can use TypeScript for delivering their best performance.
This React Native database can easily plugin data into components.
It’s a relational database that uses SQL to make your React Native apps scalable.
This database offers offline synchronization by syncing engines.
When any modifications are made in the database, it’s pivotal that the UI (user interface) gets rendered automatically. In WatermelonDB, the UI is automatically re-rendered when any changes are created in the database.

Disadvantages:

Users need to create their backend for data syncing.

Who uses WatermelonDB?

Few StackShare developers use this database.

6. Vasern

Vasern is a fast, light-weight, and open-source React Native database, having a C++ library that permits developers to set up database apps quickly.

Its main focus is based on consistency and performance. Built with thin layers and zero dependencies, this database offers simple APIs. This permits developers to develop database apps quickly.

Features:

Its data engine is built natively to attain native performance.
It has a non-SPDX license.

Advantages:

It operates quickly.
It has a developer-friendly end-to-end database synchronization.
Vasern is an open-source and lightweight database.
App performance and consistency are its main area of focus.
Vasern supports basic data types like string, DateTime, double, etc.
Vasern provides support to languages using UTF-8 coding.
This React Native database is designed for local storage as well as cloud storage.

Disadvantages:

Vasern releases are unavailable. To install it, you need to create it from the source code.

Who uses Vasern?

Facebook
Airbnb
Discord

7. AWS DynamoDB Database

AWS DynamoDB Database is a completely functional, serverless, and fully-managed NoSQL database service. This React Native database runs on Amazon’s AWS Cloud and is completely decentralized. Not only is it budget-friendly, but has horizontal scaling too. This database is designed to run complex apps on a wide scale.

Features:

Data is imported from Amazon S3 into a DynamoDB table without the help of codes.
This database uses PartiQL which is a query language having SQL compatibility. This query language is used to insert, update and delete table data in DynamoDB.
DynamoDB tables are restored quickly.

Advantages:

The set-up process as well as the functions of the AWS Dynamo database are simple and easy to use.
It’s cost-effective and provides strong security by using secured encryption methods for user authentication and the prevention of unauthorized intrusions.
DynamoDB gives top-notch performance and scalability.
It’s ideal for the gaming sector.
It supports all sizes of tables having horizontal scaling.
The best benefit of this React Native database is the automated global replication with global tables. All your globally distributed apps can access data from all regions.

Disadvantages:

This database is Deployable only on AWS and cannot be installed on individual desktops/servers.
Limited querying data is a con of this React Native database.
This database doesn’t permit “join” queries.
No server-side scripts are available in this database.

Who uses AWS DynamoDB?

Samsung
Dropbox
Netflix

Wrapping Up

There are varied restrictions faced by developers during the database selection phase. This guide has highlighted all the pivotal React Native local databases for creating smart apps.

Before plunging into the pool of selecting the React Native app databases, it’s advisable to swim through their features, pros, and cons.

Hope, this guide helps you in deciding the ideal React Native database local for your application and in smoothening your app journey.

What else to read?

Automating traditional data management is the most sought-after technology in today’s retail industry. The demand for data automation is due to the cause of personalized customer expectations and seamless business operation between online channels and bricks & mortar stores. Retail industries experience quite a huge number of competition when compared to other sectors, yes it has to adapt to digital technology where customer-focused personalization is the key here.

Customer recommendation-based purchase is a significant upgrade imposed across the retail industry in order to improve customer experience and personalize the shopping experience.

The Power of Big Data Analytics in the Real-world Retail Market

Retail Data Analytics is one of the futuristic technology approaches that helps retailers to optimize supply chain management, customer loyalty, pricing, and overall recommendations. The data derived from the users are managed in a large volume which is later used to derive patterns, trends, and strategies to target the audience.

The emergence of Big Data Analytics in the retail chain can improve the overall operating margin by around 60%, according to Mckinsey.

The adoption of Big Data by several retailers has strengthened the competitiveness in the market and also triggered the businesses to innovate better ways to reach customers. The data-driven strategy understands the customers’ needs and provides recommendations ensuring utmost customer satisfaction.

Top Use Cases Retail Industry Can explore with Adoption of Big Data Analytics

Personalization of Customer Experience

The success of any industry or business is solely dependent on how far you maintain your customers’ satisfaction with your product or services. The implementation of Big Data Analytics Solutions helps retail businesses to predict customers’ demands and empower them to make customer-centric decisions to personalize marketing based on consumer data derived from applications.

Predicting the Customers’ Demands

Understanding customers’ demand is the key business strategy for the industry to propel in terms of revenue and growth. So in order to survive in this evolving technology, retailers have to move a step ahead in the market to understand the need of their customers using their data.

“Delivering an ideal and good shopping experience improves customer satisfaction, customer loyalty, revenue, repeat customers, and overall customer engagement,” says a Big Data Analytics expert from Accenture.

Empowers the Operational Effectiveness of the Retailers

With Big data analytics at the high point, the retail industry can coordinate the inventory department and the production unit for the highest profit and efficiency. Big data helps the entire department to utilize data, resources, and assets in the most appropriate way to improve service, budgets, and quality of the service.

By optimizing the data collected from the energy grid infrastructure, plant machinery, equipment, and servers, retailers can authorize data-driven decisions in order to increase the efficiency of these assets.

Strategize Customer Journey through Analytics

Big data acts as a Cardiac machine in the retail business that helps monitor the behaviour and activities of customers in order to improve the customer experience (buying experience). The customer buying journey has several stages where starting with research, planning, analysis, demo, purchase, service, and checkout. Creating a top-notch buying journey is possible with help of big data analytics.

Diverse Set of Applications for Retail Industry Using Big Data Analytics

Segmentation of customers and audience based on demographics, trends, discounts, promotions, purchasing power, and more.
It helps to understand the cash inflow and outflow of your retail business. Derives values related to Customer Lifetime Value that helps to calculate the Risk-adjusted Revenue & Risk-adjusted Loss.
With Big Data, you can study consumer responses to each campaign or promotional activity once it’s launched.
It empowers cross-selling opportunities where retailers can sell products that are not available in the portfolio or existing offers.
With Big Data analysis, Demand forecasting is made possible where retailers can access the precise figure that indicates environmental figures, market conditions, and sales figures to determine the demand for production services.
Big Data analytics helps to analyze the “Out of stock” situations where data analysis plays a critical role to calculate the lost revenue that has caused products’ stock out.

Earlier in 2018, the growth of Big Data Analytics in the retail industry was valued at around USD 3496.4M and is expected to reach four times CAGR growth around USD $13,299M.

Top Business values Retailers can Yield with the Adoption of Big Data Analytics Into your Operations

It helps to enhance customers’ bill value and customer satisfaction.
Ensures to create personalized discounts, offers, and values for customers based on their reputation and behaviours.
It helps to define data-driven decision-making for staff management, and store layout and boosts demand for any specific products.
Designed to focus precisely on high-value customers and increase customer footfall through offers, and deals.
It ensures to delivery of smart pricing strategies in order to generate the utmost revenue and maximize customer retention.

A Big Example of How a Retail Industry (Bigbasket) has Transformed its Customers Base From 0 to 4 Million Using Big Data Analytics

One of the largest retail companies Basket started to utilize the power of Big Data Analytics in their retail operation five years ago and they established a feature called “Smart Basket”. The responsibility of the feature is to analyze the customer needs precisely and minimize the order rate below 3-4 mins. Earlier the overall order time was between 20-25 mins.

The objective of the feature is to scale the customer base and retention rate through data mining that indicates their behaviour, order value rate, etc. The “Smart Basket” feature analyzes customers’ buying patterns, shopping behaviour, previous purchases, preferences, and overall responses to the deals and discounts.

Big Data Analytics Solutions in Retail helps to improve the average customer bill value and retention rate with recommendations irrespective of products or items.

The Impact for Retail in High with Big Data Analytics, If Utilized Precisely!

The dominance of Big Data Analytics is everywhere. Almost everything that comprises online data can be analyzed. If the technology is not exploited properly, the retailer would stand to fall behind in comparison with the competition. On the other side, Big data analytics has endless potential and can deliver unlimited business value to your retail business.

Thank you to our guest author

Madhu Kesavan! He is the founder & CEO of W2S Solutions, a globally recognized digital transformation company empowering enterprises and governments in their digital journey. With 20+ years in the IT market, he makes his vision for a sustainable future come true by leveraging technology.

What else to read?

The Internet is a technology that has drastically changed the life of global society many years ago. In 2021, the worldwide number of this network’s users had surmounted 4.6 billion in comparison with the 2010 insights that were equal to 2 billion. The modern Internet has turned into an excellent tool to attract a broader audience with web development for businesses in a wide variety of market sectors.

The significance of tech instruments for website architecture is a predetermining factor for the product’s quality and success. Therefore, the selection of the solution stack is a pretty complex and multifaceted problem that should be resolved prior to the start of project fulfillment.

This article will cover how to pick the appropriate tech stack for your specific case and not to fail, tips for applying, and list the best solutions to use for brilliant web architecture.

Web Architecture Solution Stack: Notion

Let’s understand what is the web creation tech stack before proceeding to the process of its choosing.

A solution stack is a set of technological instruments like programming languages, frameworks, and the other solutions used to build any type of digital product. They are split into two main groups. The frontend is the website’s side that is aimed at interacting with users. And the backend “behind the scene part” is the server scripting intended to make the product operate correctly.

Innovative Frontend Tools to Use

The part for the users determines its design, elements’ layout, and overall appearance. All the sections, parts, buttons, and other interactive components are architected with the frontend solution stack.

Modern technologies offer a range of solutions providing enhanced scalability, and adaptiveness, substantially speeding up the web creation process.

The list of such beneficial tools for the frontend development comprises the following constituents:

HTML
CSS
JavaScript
SCSS
SASS
LESS

Apart from this, the aforementioned tools offer a row of frameworks and libraries that can considerably extend your opportunities in web creation.

Here are the two more additional solutions that can enhance the development flow:

CoffeeScript. This solution allows the creation of a more dense and adjustable script and can be converted to JavaScript language.
TypeScript. The JavaScript-founded solution serves as the base for the widely-applied framework Angular. It also speeds up and optimizes the web frontend architecture process.

Excellent Instruments to Apply for The Backend Development

The part for creating the website’s business logic and making the product interact with the audience correctly also requires applying a specific list of solutions. To illustrate, you enter the data into a certain web section and click “enter.” In this process, you are working with the frontend part while the backend code server is the one that makes it perform and process your queries.

This website part comprises components like the application, server, and database. This is where the solution is launched, maintained, and supported.

Below you can find the row of backend components comprising the web solution architecture :

Platform. This implies the operating system you are building the solution for.
Server. To perform browser queries, the server is integral.
Hosting. It refers to the vendor with which the website is deployed and accessible to the customers.
Storage. The place for holding the elements like pictures or huge-sized documents.
Database. The arranged framework is used for keeping and processing a wide range of data types.
Programming language. Tech tools for the server-side part architecture. To illustrate, Java, PHP, Ruby, C#, Python, etc.
Framework. These are the instruments allowing more rapid and easy scripting.

In case you need some tech competence in a specific tech tool implementation, you may put staff or outsource web development to expand the capabilities and functionality of your product.

Advice to Pick the Best Technology Stack for Your Project

It’s time to discuss some tips on choosing a proper web tech stack suitable for your project. We hope that the following suggestions will help you to come up with the most relevant set of tools to meet your requirements.

The expertise of the development team

The current hard skills of your development team should be primarily considered. Needless to say that it doesn’t mean that you should limit your opportunities with the actual knowledge and avoid enhancing your qualification. Yet, the solid tech set in which your team of software engineers has sufficient experience can help rapidly complete the web development process.

Put security first

The customer safe data processing is the issue that worries the audience mostly. Consequently, the potent protection system will prevent a diversity of hacking activities. In case your website is intended to operate sensitive client data, safety should be prioritized. This will higher the trustworthiness of the solution in the eyes of the users.

Project and business goals

Creating the buyer persona (a precise description of a client that represents an ideal profile of your target audience) can substantially ease the process of picking suitable solutions. By doing this, it will be simpler to come up with the functionality to implement. The required features will serve as a perfect base for the tech stack to apply. Besides, your business goals should also be taken into account. What are the objectives of your project, and what is the company’s domain? Thinking over these aspects can simplify the selection process as well.

Remember about scalability

The workload of your website will grow in parallel with the business expansion. Thus, this aspect should be thought out ahead. What’s more, scalability will help you to keep up with the dynamic requirements concerning the functionality of the website’s operation. JavaScript is a tech instrument providing this benefit, so in case it meets your business goals, you may select this programming language and its additional libraries and frameworks.

Keep up with the market tendencies

The latest market trends and changing user requirements can’t be ignored. Nevertheless, it doesn’t use every trendy solution. But solid, innovative instruments are definitely worth your attention. It refers to those that are applied to create well-known successful platforms and websites. The implementation of the trends in your website will increase the credibility of your company and enhance the user satisfaction rate.

Assess the knowledge adequately

You should define the abilities as well as the level of both hard and soft skills of your team. In case your website idea requires some competence your employees miss, you may apply the outsourcing or outstaffing services mentioned before. Possessing sufficient expertise will prevent you from stopping the web development flow due to the lack of knowledge in how to implement specific features.

Stick to advisability

The modern market regularly offers new tech solutions, but there’s no need to try to use them all at once. In case your team applies solid and time-tested tools, you should proceed from this aspect and come up with the appropriate functionality list.

Conclusion

Despite the fact that tech stack picking is a pretty challenging process, you can complete it quickly and easily by cooperating with web architecture professionals. They will choose the best set of digital tools to apply based on your project concept and requirements, making the final result flawless.

What else to read?

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