Python, the highly popular programming language is user friendly as well as remarkably easy to learn. Besides, it also offers a string of highly powerful value added features that help in dealing with relatively large data sets that come handy in improving the productivity of the programmers and engineers.

For people who are familiar with Excel, it is important to pick up the benefit of the high end database of Python, so that they can manage data manipulation and analysis in an efficient way. Be it dealing with huge financial data sets or high value scientific data, Python helps in rapid development for retrieving, converting, processing, and analyzing large amount of data sets. Now let us discuss what gives Python so much power when it comes to processing bigger structures of database.

Holistic Design

Python allows various object oriented as well as functional design patterns. We all know, as different types of problems ask for different ways or processes of thinking, similarly, various problems ask for various types of programming paradigms. Thus, it can well be said that linear procedural process gets automatically associated with a number of scientific problems. However, when we speak about any object oriented style, it is built on classes that have internal functionality as well as external behavior, and that strikes a perfect design pattern.

This is why the classes in Python are practical as well as full-featured. The language is so designed to let everything pass around a particular object that should include functions, various class definitions, as well as modules. It is made up of a fully fledged iterator library and the features thereof combine with each other to make the language flexible enough to solve a wide range of problems, especially while handling huge database and this is one of the main reasons behind its popularity.

Readability

In order to reiterate the recurrent points, the syntactical structure that the language comes up with is extremely strategic as well as well thought. Unlike the other scripting languages like Pearl, when the syntaxes for Python were designed, the primary factor that was taken into consideration was – readability. It is this readability that helps the users deal with large database, using the language. Besides, it also encourages contribution to open source projects so that the users can discuss their codes with others without any problem whatsoever, and that ultimately results in better coding as well as handling of huge data structures.

It strikes the right balance between high and low level programming

Python helps in striking the right balance between the high-level and low-level programming and that has been one of its major strongholds. Its codes are reasonable. On an average, the coders would need to write about 6 lines of codes in C or C++ for each Python line, quite similar to any other high level language. This implies that though the programming speed remains the same, the coding speed for C or C++ is much lesser than that of Python as the coders have to write extra lines for the latter.

Comprehensive Data Structures

Good quality programming asks for usage of correct data structures for maintaining a true as well as justified algorithm. This at times is not taken into consideration while writing codes that are research oriented. However, Python is something different. With lists, sets, dictionaries, tuples, threadsafe queues, strings and other built ins that are used as stacks, it is well built for comprehensive structures of data that in turn leads to better data management, especially when it comes to handling large databases.

Hence, it can well be reiterated that Python offers a wide-ranging as well as complete programming solutions, especially while dealing with large structures of the database and this is almost indispensable in processing big data. This has made the programming language so very popular amongst the programmers and coders of today. You can get in touch with a Python Development company who can help you develop web application within allocated budgets and time schedules.

We provide Python Portal Development services. If you would like hire Django developers for your development needs, please contact us at Mindfire Solutions.

In the matter of web programming, we have several languages to use; some may be easy to learn while some others may not be so. In this scenario it may be difficult to choose the perfect one since each offers a distinctive set of advantages. Python is often regarded by most developers as a reliable as well as trustworthy language of choice; but sometimes small businesses do not consider it since it is not as mainstream a technology as Java, PHP, etc. However, on close examination it may be seen that it is perfect for small businesses and using it will only benefit them.

Simple readable syntax- In the program structure of Python, indentation is used for indication which may turn off those who are using the language for the first time. However, the similar syntactic stuff and {}s can be avoided which in turn leads to reduction in typing burden, making writing as well as rewriting of several lines of code easy. In fact, the organization of the syntax makes it quite clear and easily readable since some order is imposed on programmers. The code is easily understood by both experts as well as beginners; this leads to rapid productivity. Another notable thing is that there are lesser dialects in it in comparison to other languages like Perl.

Easy integration- All kinds of integration can be easily carried out. Web services can easily developed, CORBA or COM components can be invoked, process control capabilities can be provided, direct calls to and from Java code, C++ as well as C can be carried on. All common data formats along with internet protocols can be implemented; markup languages such as XML can be processed. You can even embed it as scripting language.

Reusable- Python carefully implements modules as well as packages to motivate program reusability. There is a huge Standard Python development Library consisting of already innovated set of modules. The functionality can be simply shared between various programs by breaking up into different modules to reuse them as parts of other programs.

Deep prototyping along with fast development- Programmers may easily integrate as well as interleave prototyping with the basic development process, making the entire development fast. Normally in other programs a problem may be approached in a new way but it would take almost a week. However, in this case you might just need about half a day. Thus existing imperfect codes can be easily worked upon and new ideas can be tried as well. The design of the application may be infused rapidly with experience, leading to a better quality of code.

Portability- It is compatible with multiple systems; on top of that the interface is similar on various platforms. Since the portable ANSI C is the basis of its writing, the language’s design is not attached to a particular operating system. This means the Python program may be written, tested as well as uploaded easily on various systems.

Opensource- For small businesses, cost is of prime importance. This issue is addressed effectively since Python is open source. This has resulted in a massive community support; the usage, modification as well redistribution is unrestricted. No license cost is involved and a huge amount of available resource makes sure that any coding problem is easily accomplished. Developers may easily take help of the massive library containing already developed third party applications. So coding becomes even easier as well as simple; to implement a particular action, it can be easily found and studied to implement in the program.

Python is not only fun to use, but easy to learn and powerful to handle almost any task as well. It is especially suited for small businesses since there is very little investment but a lot of profit. It considers all aspects and is the best option for functionality with cost effectiveness.

We provide python portal development services. If you would like to hire python developers for your web development needs, please contact us at Mindfire Solutions.

Java, the software platform developed by Oracle has undergone a series of modifications as well as improvements, since the development of JDK or Java Development Kit version 1.0. All these modifications have seen the addition/incorporation of new features and enhancement of the existing ones, with a view to provide value added service to the users. Let us discuss some of the features as well as enhancements that the platform has undergone over the last few years. 

However, before we get into the features, let us run through different versions of Java that have seen the daylight over the years. The endeavor of the language started in the year 1996 with the introduction of Java 1.0. The first version was followed by version 1.1 in 1997 and 1.2 in 1998. The subsequent years saw the introduction of versions 1.3, and 1.4 in 2000 and 2002, respectively. Years 2004 and 2006 saw the introduction of versions 5 and 6 respectively, while version 7 was introduced in mid 2011 followed by the version 8 in mid late 2012. 

Speaking about the new features or enhancements, let us start with Spring Framework 4.0 that was introduced in 2004. The platform has seen major modifications since then. For example, Spring 2.0 version came up with XML namespaces along with AspectJ support. On the other hand, Spring 2.5 version featured configuration that is mainly annotation-driven. Again, Spring 3.0 was rich in a solid J 5+ foundation across its framework codebase along with certain other features like @Configuration model, that is mainly based on Java.

When we say that a configuration is annotation-driven, it means that it is a typical type of annotation wherein a certain type of processing is used that provides all the meta-data or configuration information in the J based source file.

The next in the line was version 4.0 that provides a full support for version 8. Yet, this also allows the use of Spring with the older versions as well, though for that the user would need at least SE 6. 

Again, when we come to version 4.0, we see that many classes as well as methods have been removed.

On the other hand the Spring 4.0 Framework comes up with a number of features that are supported by the version 8. Still, Spring has retained its compatibility with the previous versions of Java application Development Kit and Java. The bottom line is that it is pretty difficult to describe all the features or the enhancements of the language versions. Yet, let us get into a synopsis of them. JDK version 1.1 came up with JDBC (Java Database Connectivity), inner classes, Java Beans, RMI (Remote Method Invocation), Reflection.

J2SE Version 1.2 has come up with Collections Framework, Just In Time (JIT) compiler, Java String memory map for constants, Jar Signer to sign Java ARchive (JAR) files, Java Foundation Classes (JFC) consisting of Swing 1.0, Drag and Drop, and J 2D class library, CLOB, sets of scrollable result, batch update, BLOB, user-defined types of JDBC, J Plug-ins, Applet Audio support.

JDK Version 1.1 comes up with J Database Connectivity, Java Beans, Reflection, Remote Method Invocation. J2SE Version 1.4 features XML Processing, J Web Start, J Print Service, Assertions, JDBC 3.0 API, Chained Exception, Logging API, Preferences API, Assertions, Image I/O API, Regular Expressions, IPv6 Support.

J SE 6 contains Scripting Language Support, J Compiler API, JDBC 4.0 API, Pluggable Annotations, Integrated Web Services, integrated Web Services. LDAP support, Java GSS, Kerberos, Native PKI.

J SE 7 features Automatic null Handling, Binary Literals, underscore in literals, Diamond Syntax, J nio Package, Dynamic Language Support, Type Inference for Generic Instance Creation, Handling of Multiple Exceptions, Strings in switch Statement.

J SE 8 features include TLS SNI, Parallel operations, Concurrent Accumulators, Type Annotations, Nashhorn JavaScript Engine, Default Methods, Type Annotations, Date and Time API, Lambda Expressions, Pipelines and Streams.

We provide java software development services. If you would like to hire certified java developers for your development needs, please contact us at Mindfire Solutions.

The release of Rails 4 has been much anticipated with nearly 1 year spent on the development. Architecturally, there are no major changes; nevertheless there are quite a number of changes in the overall system. There is a modular format in the evolving of the framework with the main focus being keeping the main codebase lean as well as effective. In fact, many features have been pushed into separate gems and for deprecated features all official support has been removed. However, if a developer really needs to use them then they can do that without too much trouble.

Minimum Ruby 1.9.3- This is considered as the biggest change that has been brought in this framework. With minimum ruby 1.9.3 needed, 1.8.7 has become completely obsolete. Previously there was no issue as such about the versions but with this renewed requirement it has become necessary to upgrade everything. This might seem to be challenging but nothing can be far from the truth. RVM makes the upgrading process really simple. So there is nothing but benefits to reap- a smooth transformation with the features of the improved as well as upgraded version.

Turbolink- The turbolink concept is often marked as controversial since due to it, normal HTTP links are not generated by Rails and everything is done with JavaScript. The serving of the original page will be done normally; however, other links clicked afterwards will result in all markup being deleted, replaced with HTTP reply’s markup and then the displayed URL will be updated. It might seem complicated, but since browsers do not have to go through requests for checking the changes of Javascript and CSS files, the method is really fast. Just a single request has to be focused on, without any attention needed to be given to additional requests.

ActiveRecord::SessionStore- When we use cookies to store sensitive information it might lead to problems and breach of security later on. Thus, to eliminate that problem ActiveRecord::SessionStore feature has been abolished. But if you do want to store sessions in database all you have to do is take help of activerecord-session_store gem and this functionality can be brought to use.

ActiveRecord::QueryMethods.none- This is a newly introduced function that helps implement the null object pattern. This is perfect for those conditions where there is a method that returns some relation but a condition requires the database to not being queried. This will help in smooth working of all chained conditions without much of an issue which helps eliminate the requirement of constant checking of the object for a relation.

Thread-safe- This feature has been incorporated as a default feature. This helps in good performance of threaded HTTP servers in case the same Ruby process is handling multiple requests. For the characteristic Rails application, it may not mean much but it does ensure that the used gems are thread safe; also the application code will keep the state to itself. In case the same variable is accessed by another thread, this will ensure that the normal results like crashes and other disastrous circumstances are avoided. It also helps avoid data corruption.

Streaming through ActionController::Live- Through Rails, streaming can be conducted. Through HTTP streaming the response is doled to some request over a period of time instead of everything at the same time. In case of media like video streaming, this is often used. Simply including ActionController:Live module can help use streaming. Response.steam.write can be used for writing of data or text to stream. This addition may be small but a lot of possibilities are opened by this.

There are several other additions as well as subtractions and the aim of all these is to make the framework more functional and user-friendly. In all, it is quite easy to implement the new architecture so that maximum advantages can be enjoyed but with the least problems. You can get in touch with a ruby software development company, who can help you develop web apps that are stable, scalable and secure.

We provide Ruby on Rails development services. If you would like to hire Certified Rails Programmers for your development needs, please contact us at Mindfire Soltuions.

In an article, Jason R. Rich, an Phone and iPad user & an author of over 55 books analyzed current FileMaker Pro 13 database management application and discovers the way different businesses use FileMaker Go app to provide secure access to the database content on an iPhone or iPad. Any size of business, posses custom iPhone or iPad app created can be a high-end and time-consuming task. Usually more affordable, flexible, and effective option is to build the custom database with FileMaker Pro 13 and give staff accessibility to it through an iOS mobile using FileMaker Go application. FileMaker's primary attraction, is mainly for smaller businesses, is the ability to quickly and affordably make customized and branded solutions for the handing a varied number of activities.

Using FileMaker Go on an iOS mobile allows to obtained information and shared from anywhere regardless it requires manually entering information with a mobile's touchscreen and virtual key-board, capturing signatures on touchscreen, capturing images with one of the mobile's in-built cameras, or even scanning bar-codes. FileMaker Go app could even access and show data from the centralized database, or even give customized states on iPhone or iPad's display. While FileMaker Go is utilized, things are operated through a secure server, then FileMaker platform provides absolute control in who's got accessibility to whatever data. Subsequently, it wasn't so simple to automate a variety of tasks and be sure that everybody within an organization or on the team have access to the particular information they require, whenever they want that. FileMaker has evolved this database management strategy completely, providing single database to be custom created then firmly used by computers, Macs, and iOS mobile devices, or even any browser.

FileMaker, being an organization, is a part of the Apple. The FileMaker database development system has existed from 1998, and it has sold over 20 million copies all around the world for PCs and Macs. Current version of FileMaker Pro, that was introduced in the month of Dec. 2013, signifies an important development within the platform, with better focus on user friendliness, flexible design, and mobile and also online integration. FileMaker Pro 13 provides over fifty additional features, such as major progress on their database design tools that need much less training to utilize than before. The capability to use FileMaker databases from another location with an iPhone or an iPad has enabled employers to visualize and apply completely new methods where this database platform could be used to obtain and share information. By the month of Feb. 2014, over a million FileMaker Go app copies were downloaded through the App Store to get used along with FileMaker Pro 13. FileMaker Pro 13 remains a complicated application which has a learning curve linked to it. When a custom database solution is made, it may be accessed and utilized by anybody easily and practically without training.

FileMaker Pro 13 contains 16 ready-to-go templates which can be fully customized to fulfill an organization's preferred database-related wants. With one of those templates accelerates the process. Then again, someone that knows utilizing the FileMaker platform can simply just as easily make a completely customized and extremely complex database application from the beginning with the latest variety of tools which is provided. Through FileMaker's in-built design tools, the moment data is brought to the FileMaker platform, customized solutions in showing and working with data, with a computer, an online-based FileMaker application, or perhaps an iOS mobile device (with FileMaker Go app) is an easy task which is really as simple as filling in or perhaps reading a form. When a custom database solution is formed with FileMaker Pro 13, it could be uploaded on cloud-based FileMaker Server, and grow into an online-based application which is secure then again could be accessed from anywhere. The FileMaker Go app could be used to access and can manage the database from anyplace with an iPhone or an iPad. Since new data is entered, the whole database gets updated immediately, therefore everybody are constantly working with the most updated data, regardless of whether they are sitting at his or her desk, working at home, visiting clients, or maybe doing work in the field.

We provide custom filemaker development services. If you would like to hire expert filemaker developers for your database development needs, please contact us at Mindfire Solutions.

Perl is no longer an unknown scripting language. Perl is known as a well established programming language which has been put together through time & hard work of many free software engineers into an extremely powerful tool which can be used on any operating-system across the world. The reality is well known to every one and any one of which PHP is truly a coding words that is an important affect among designers along with software engineers worldwide. But the main concern is just the reason why a lot of the site owners want to get a Perl programmer for several advancement needs. The answer to that is quite easy to assumed. The very excellent features of PHP along with impressive persistence the PHP designer holds along with client's web development challenges which influences webmasters around the world to hire a php creator with the experienced Perl agency. Now that once they accomplish this, they not simply integrate the perfect scripting language within their task, but also can take advantage of the best method to build dynamic website for small business. Actually there are a plenty of PHP advancement businesses that offer meticulous php designers at reasonable charge. Maybe it's simple to hire focused means focusing on that without having plenty of knowledge in el born area.

Web designers agree that Perl is certainly an attractive web design technology that can be used by creating solid web pages. The amazing features added into a website using this server aspect software lead to far better connection by using the customers at the other end. Those who go with a php builder for the sake of their own in the web work may get the best possible Perl computer programming as well as Perl structure with skilled support. Diverse frameworks from Perl particularly the CakePHP and the Zend and so on could be used for distinct website development conditions. This allows the software prevent engineers in spending great amount of the total cost for advancement. Just like Perl, hubpages advancement together with magento advance in addition have been achieved well deserved and required recognition in the web development. Employ magento programmers who'll certainly be skilled all through providing a completely new renovation with their e-stores through amazing search, excellent content materials, world class qualities and various other advantages. Only if these individuals employ magento programmers from the certified organization, many could possibly ignore a great deal of potential traffic per day.

Appropriate cms are really a big challenge for the coders. However, by means of using skilled hubpages builders, it has turn out to be really simple. Businesses employ hubpages developer for several applications for example to come up with discussion board portal, web portal, discount site, information sites, or even internet directory sites etc. Basically, the development companies manage these types of wordpress associated actions and allow you for using specific resources to work for them. A professional Perl developer could very well integrate the most suitable and relevant databases to obtain a website. Mysql database transpires to create a excellent mixture of repository & php coding mainly towards quick and simple content management straight into someone's challenge. Perl works fine along with Apache, a lightweight hosting server technological innovation. Regarding cost structure, Perl fulfills perfectly in every person's qualification when the phones work for a php creator in working on effective Perl technological know-how together with Perl encoding through the cost efficient process. You can get in touch with a perl web programming companies who can help you develop web apps that are stable, scalable and secure.

We provide perl application development services. If you would like to hire perl programmer India for your development needs, please visit Mindfire Solutions.

Python can be described as a advanced and object-oriented programming language and that is used in functions such as scripting for the web based applications, computing scientific calculations, scripting language for the wide range of many different software applications. Python consists of the different features along with the uses in the scripting language Python that has made it one of the best preference among the software developers. An important characteristic feature in Python is that it has a powerful system and has actually been created with a memory management system that has been automated. Additionally it includes a wide, standard as well as a comprehensive library. Each one of the above mentioned features provide Python an advantage compared to various other programming languages and therefore are the reason of its vast popularity.

Python as a programming language focuses primarily on making its code readable as well as its syntax is made in such a manner to make it possible for computer programmers to easily express his or her ideas within a couple of lines of the coding than it could usually become a possibility in some other computer programming languages like for example C, etc. Making use of Python as a tool software engineers can produce conceptually clear as well as compact programs equally or a large & small scale.

Python is additionally recognized for supporting all types of programming procedures along with the object oriented, functional programming & imperative programming ways or procedural Styles. Python is additionally put to use in the procedure of scripting for example with developing web based applications for instance Drop box and others. In addition, it is put into use for a scripting language into the development of several well known software products such as for instance Three Dimensional Animation Package programs like Blender, Light wave, Motion Builder, & Cinema 4D and so on. This has additionally been put to use widely for the advancement of a number of video games.

One of the latest achievement of the Python is that it has been recognised as among the 3 programming languages that are put to use in building Google Applications Engine along with Go & Java. Python continues to be put to use in the computing scientific calculations within the areas regarding algebra, calculus, numeric maths and so on. The fact is Python has additionally been use within the development with the much anticipated Artificial Intelligence. The majority of Python implementations such as CPython could work like a command line interpreter, to that the user inputs statements sequentially in order to receive the outcomes immediately. Therefore, Python has made the lives of programmers easier and also has spotted its place among the list of most well known programming languages in the internet.

Python was developed during the late 1980s and the execution was actually began in the month of December the year 1989 by Guido van Rossum at CWI from the Netherlands as a successor for the ABC language with the capacity of exclusion handling & interfacing by the Amoeba operating system. Van Rossum known as Python's principal author, and his carrying on with core role on deciding what direction regarding Python is shown with the title given to him from the Python community, Benevolent Dictator For Life (BDFL). You can get in touch with a Python Development company who can help you develop web application within allocated budgets and time schedules.

We provide Django development services. If you would like hire Django developers for your development needs, please contact us at Mindfire Solutions.

After quite a while hearing from Katka's husband suggesting her to, write one article, she eventually decided to give it a try. Katka Vaughan, Software Developer Outcoder, has many years of experience doing work in software development associated with researching the market and e-commerce. She's got wide and extending experience with ASP.Net MVC, developing Java, Silverlight, ASP.Net, WPF, and Windows Phone apps. Katka is actually an Aussie/Czech, presently based in Zurich, Switzerland.She began investigating Silverlight, she gone through few books, read lots of articles, and checked out plenty of videos, and eventually got quite interested in Silverlight, mainly the capabilities it has to create line of business apps. Hence, she chosen to understand Silverlight through building an actual project additionally she believed that the other people may benefit when she shared her experience. As it ended up, the project turned into pretty cool application featuring a couple of new Silverlight 4 features like RIA services, Right-click event handling, along with embedding and also playing videos on YouTube in a Silverlight application.

Silverlight is actually an interesting technology which considerably progressing and simply improving. The demonstration is made in a Silverlight 4 Beta, and that's the newest on the market developer release. The current official launch of Silverlight known as version 3, released in the month of July 2009. Silverlight 3 included numerous additional features and a few significant modifications like out of browser support or even improved data support including element to element binding. Silverlight 4 Beta provides additional enhancements and several interesting additional features like printing, right click handling and microphone support. An appropriate place to begin studying Silverlight would be the silvelright.net site where one can look for videos, tutorials, and more.

The demo program is the Silverlight YouTube Jukebox which enables users to choose artists, check out their albums, choose one album, and look at the album's tracks. Users may right click over any track name and then choose to see the track details. On choosing a track (left click), users begin searching to get a YouTube video. At least 4 potential matches will be given to the user as thumb images; video title shows up while the user moves the curser on the image. The user may then click upon any of those images to watch the selected YouTube video. The demo is designed on Silverlight Business Application template and that is a new template which we get once we install .NET RIA Services, which includes styled views, page navigation, along with localization, authentication, and sign up support. As per Brad Abrams, Design Guidelines, Managed code and the .NET Framework describes, the template solution setup follows the "RIA App" structure wherein the 2 tiers (projects), the Silverlight client, while the server tiers which are linked in a manner that whatever changes within are shown into the other. With regards to the demo, he changed certain areas of the template, including styles, additionally he also unhooked all the unwanted views.

Please be aware the Visual Studio 2010 Beta 2 may misbehave on Silverlight 4. She encountered lots of crashes during the period of developing the application. Visual Studio 2010 & .NET 4 release candidates now are available; then again, when writing, Silverlight 4 projects weren't supported, due to this fact she did not upgrad to the release candidate. The aim of the project were to study certain latest Silverlight 4 features through creating an application.You can get in touch with a Silverlight Web development company who can help you develop web apps that are stable, scalable and secure.

We provide RIA development services. If you would like to hire Silverlight app Programmer for your development needs, please contact us Mindire Solutions.

As a tag-based programming language, ColdFusion is used widely by programmers to rapidly create web application. The programming language is also hugely popular among Java developers due to its effectiveness in reducing development time and efforts. Unlike other popular web programming languages, ColdFusion allows programmers to build complex internet and intranet programs without writing additional and lengthy code.

WhiteHat Security, an application security provider, recently assessed over 30,000 websites “to measure how the underlying programming languages and frameworks perform in the field.” According to the Website Security Statistics Report released recently by WhiteHat Security, “ColdFusion was found to have the fewest with an average of 6 vulnerabilities per slot.” Thus, ColdFusion beats other widely used web technologies like .Net, Java, ASP, PHP and Perl in terms of average vulnerabilities per slot. However, the developers still need to address a number of security issues while creating ColdFusion applications.

Security Issues Developers Must Address while Building ColdFusion Applications

Cross-Site Scripting

Most web applications are prone to cross-site scripting attacks. As ColdFusion is used widely for web development, it becomes essential for programmers to prevent cross-site scripting (XSS). The attackers take advantage of XSS to inject client-side scripts into the web pages. Also, the XSS vulnerability can be used by attackers to bypass access control. So XSS can have a huge impact on the sensitive data handled by the ColdFusion applications.

SQL Injection

Like XSS, SQL injection can also affect sensitive data handled by the ColdFusion applications negatively. The attackers use the options to receive input from clients to insert or inject SQL scripts. Once the SQL injection is done successfully, the script can read sensitive data from the database, manipulate the database, and execute database administration operations. However, the programmers have several options to secure the ColdFusion application from SQL injection attack.

Un-validated Browser Input

The programmers can further optimize the security of their ColdFusion applications by validating the browser input. When the browser input is not validated properly, it becomes easier for attackers to carry out SQL injection and XSS attacks. The web programmers have several options to validate the browser input without writing any complex code. Also, the browser input validation must be included as an integral part of the software testing plan. The browser input must be validated at both development and evaluation stage to create a secure ColdFusion application.

Abuse of Functionality

Normally, the features and functionality of a web application is decided by keeping in mind its usage. But there are always chances that some of these functionalities can be abused by attackers. The attack technique can be defined as misusing the intended functionality of a web application to generate undesirable action or outcome. Along with leaking information and consuming additional resources, abuse of functionality can destroy access control. However, the extent and impact of such attacks vary from one application to another. The programmers must evaluate the features and functionality of the ColdFusion application, and impose restriction to prevent them from being abused.

Complexity of Code

Nowadays, developers integrate web applications with third-party applications and services to deliver richer user experience. So they often have to write complex code to make the integration seamless. Sometimes the complex nature of the code affects the application’s overall security negatively. The loopholes in the third-party applications also make it easier for attackers to attack the ColdFusion application. So each application must be tested comprehensively to eliminate the chances of security threats.

The report released by WhiteHat Security also highlighted that there is a direct link between the average vulnerabilities per slot and volume of the language in the field. As ColdFusion does not have a substantial volume of the language in the field, it becomes less susceptible to security threat in comparison to other widely used technologies like Java, ASP and .Net. You can get in touch with a coldfusion web application development company who can help you develop web apps that are stable, scalable and secure.

We provide Coldfusion development services. If you would like to hire expert coldfusion developer for your development needs, please contact us Mindfire Solutions.

The software development framework Hadoop has been developed in Apache and used to cluster storage as well as process data-sets on large scale in multiple hardwares. The main reason behind the creation of Hadoop was to enhance the search capability over several servers. This framework uses the factor of distributed computing to enable High Performance Computing. Java is the language in which the framework has been developed but other languages can be used as well like C++ or Python. Looking at the power as well as popularity of Python most people are prompted to use it. However, during that time the framework used must be Python-specific. These make writing in Python really easy as well as convenient. Some of the frameworks along with their associated features are discussed here.

HadoopStreaming- Hadoop Streaming is the number 1 choice for many developers since it is considered the most transparent as well as fastest option. It also encourages great text processing. This canonical method helps supply executables to Hadoop as reducer or mapper. Agreed-upon semantics are used for direct streaming. By default a tab character is used for separation of value and key. This helps in precise as well as clean functioning without the need of configuring a separate framework. 

Pydoop- Pydoop script is another popular option which helps in writing of simple MapReduce programs. The reducers as well as mapper functions can be enabled with very few lines of code. When you need more functions than that provided by the Pydoop Script, Pydoop API can be switched over which is far more complete. With this Python RecordWriter, RecordReader as well as Partitioner can be implemented. It has certain unique features; it wraps Hadoop Pipes and claims to provide an interface which is quite rich.

mrjob- This open source framework has been developed actively by Yelp; it wraps Streaming. The operation between Yelp and Amazon Web Services makes integration between mrjob and EMR really easy as well as smooth. A pythonic API is provided by mrjob which enables users to use mappers as well as keys to work with all kinds of objects. The jobs can be run either on Hadoop cluster, locally for testing or on EMR. Multi-step jobs can be written with minimal setup needed.

Hadoopy- This Python wrapper has been written in Cython. This fast as well as simple framework is tested on more than 700 node clusters. Despite its tiny size, it is extremely well documented, transparent, fast as well as efficient. It can efficiently handle even complicated programs and is compatible with dumbo which allows switching back and forth between the two. The debugging feature is quite nice where messages can be written directly to stdout/stderr, that too without any disruptions to the Streaming process.

dumbo- The project for wrapping of Streaming is quite broadly used. This project allows easy writing along with running of Hadoop programs. In fact, it is often considered as a convenient Python API to write MapReduce programs. Its main identifying features are that it is efficient, easy, mature and flexible. Its simplicity does not stand in the way- it can perform low level things along with tricky actions. It relies on typed bytes to communicate with the framework. On top of that, writing resource-intensive elements natively in a job becomes very easy in Java. It is not only easy to write but easy to read too. It even provides several additional features along with boilerplate functionality.

Apart from the ones mentioned here, there are some other frameworks like octopi, Disco, happy, Mortar, Luigi, etc which can be used. These have several features and benefits of using. So considering everything, users have plenty of options when looking for the perfect Python framework to work with Hadoop. You can get in touch with a custom python development company who can help you develop web application within allocated budgets and time schedules.

We provide python development services. If you would like hire python developers for your development needs, please contact us at Mindfire Solutions.