Best Application Development Software for Hadoop

Open-source web application, the Jupyter Notebook, allows you to create and share documents with live code, equations, and visualizations. Data cleaning and transformation, numerical modeling, statistical modeling and data visualization are just a few of the many uses.

It takes only days to wrap any data source with a single reference Data API and simplify access to reporting and analytics data across your teams. Make it easy for application developers and data engineers to access the data from any source in a streamlined manner. - The single schema-less Data API endpoint - Review, configure metrics and dimensions in one place via UI - Data model visualization to make faster decisions - Data Export management scheduling API Our proxy perfectly fits into your current API management ecosystem (versioning, data access, discovery) no matter if you are using Mulesoft, Apigee, Tyk, or your homegrown solution. Leverage the capabilities of Data API and enrich your products with self-service analytics for dashboards, data Exports, or custom report composer for ad-hoc metric querying. Ready-to-use Report Builder and JavaScript components for popular charting libraries (Highcharts, BizCharts, Chart.js, etc.) makes it easy to embed data-rich functionality into your products. Your product or service users will love that because everybody likes to make data-driven decisions! And you will not have to make custom report queries anymore!

Flex83 Application Enablement Platform enables you to reimagine IoT innovation. You can create compelling and powerful IoT solutions faster than ever before, and at a fraction the cost. - Use no-code workflows to build professional-grade connect/monitor/analyze/manage solutions fast. - Connect to virtually any device with low-code tools, add custom business logic, create custom dashboards and launch multiple applications. - Use the SaaS model to build and prove your solution. Then scale using a "pay-as-you-grow" model. With the right tools and workflows, you can create IoT applications that are sophisticated in a matter of hours. This allows you to quickly build what your customers or business need, without worrying about lengthy development cycles, underlying complexity or large budgets. You can iteratively improve your solution to expand your capabilities and drive greater customer value. The Flex83 platform has been tested on 65M devices. Flex83 is worth a try!

It shouldn't take long to analyze data from your business solutions. Zuar Runner allows you to automate your ELT/ETL processes, and have data flow from hundreds of sources into one destination. Zuar Runner can manage everything: transport, warehouse, transformation, model, reporting, and monitoring. Our experts will make sure your deployment goes smoothly and quickly.

SingleStore (formerly MemSQL), is a distributed, highly-scalable SQL Database that can be run anywhere. With familiar relational models, we deliver the best performance for both transactional and analytical workloads. SingleStore is a scalable SQL database which continuously ingests data to perform operational analysis for your business' front lines. ACID transactions allow you to simultaneously process millions of events per second and analyze billions of rows in relational SQL, JSON geospatial, full-text search, and other formats. SingleStore provides the best data ingestion performance and supports batch loading and real-time data pipelines. SingleStore allows you to query live and historical data with ANSI SQL in a lightning fast manner. You can perform ad-hoc analysis using business intelligence tools, run machine-learning algorithms for real time scoring, and geoanalytic queries in a real time.

Continuous delivery of any app to any environment. IBM DevOps Deploy, formerly IBM UrbanCode Deploy, is an application-release tool that combines continuous deployment and deployment automation capabilities with robust visibility and auditing capabilities. Automated, repeatable software deployment processes in development, testing, and production will increase the frequency of software release. Simplify and repeat the deployment of multichannel apps to all environments, on premises or in cloud, with consistency. Use a centralized server to manage thousands of endpoints across clouds, data centres or mainframes. Use tested integrations to make processes more robust and easier for designers. These include Jira, Jenkins Kubernetes Microsoft, ServiceNow, WebSphere, and ServiceNow.

Cleo Integration Cloud is an award-winning EDI solution that enables B2B integration and visibility. CIC simplifies EDI problem resolution, accelerates partner onboarding and automates EDI automation. End-to-end integration transparency across EDI and non-EDI integrations, as well as API integrations, enables you to grow revenue-generating processes faster and better. CIC optimizes thousands of supply chain for logistics providers, manufacturers and wholesalers. Our cloud-based B2B platform, which includes seamless ERP integration, TMS and WMS integrations, transforms complex, costly processes into efficient, agile and scalable operations. Our ecosystem integration approach provides the best B2B capabilities, so you can automate EDI transactions and API transactions, quickly onboard partners, gain competitive control, and more.

A platform for data management powered by AI that allows data democratization. Insights drives innovation by integrating and centralizing all data sources, facilitating collaboration, and empowering organizations for innovation. SCIKIQ, a holistic business platform, simplifies the data complexities of business users through a drag-and-drop user interface. This allows businesses to concentrate on driving value out of data, allowing them to grow and make better decisions. You can connect any data source and use box integration to ingest both structured and unstructured data. Built for business users, easy to use, no-code platform, drag and drop data management. Self-learning platform. Cloud agnostic, environment agnostic. You can build on top of any data environment. The SCIKIQ architecture was specifically designed to address the complex hybrid data landscape.

DreamFactory is a REST API Management Platform. Auto Generate REST APIs. A cloud-based or on-premise API generation platform that is enterprise-grade. Instantly generate database APIs to build faster applications. The biggest bottleneck in modern IT is eliminated. Your project can be launched in weeks instead of months. DreamFactory creates a secure, standardized and reusable, fully documented, live REST API. DreamFactory can integrate any SQL or NoSQL file storage system or SOAP service. It instantly creates a RESTAPI with Swagger documentation, user role, and more. Every API endpoint is secured with User Management, Role Based Access Controls, SSO Authentication and Swagger documentation. Rapidly create mobile, web and IoT apps using REST-based APIs. DreamFactory offers example apps for iOS, Android and Titanium.

Superblocks is a programmable, IDE that allows developers to create any internal app, workflow or scheduled job in a fraction of time and cost. Next month's roadmap will be available this week. Rapidly create apps, workflows and jobs that are connected to your data. Secure your data with granular permissions (RBAC), SSO and audit logs. Monitor production and deploy with Git. You can extend anything with code. You don't need to know HTML, CSS, or React. Drag and drop components, connect them with data, and make your app dynamic using trigger APIs. To improve the speed of your support team, you can create custom KYC, Compliance, AML and credit approval tools. Stop wasting time with CLIs. You can quickly create admin panels for your datastores so you can read, write, or update customer data using tables, forms, charts, and other tools. You can track deployment status and monitor versions from one pane of glass. Any deployment system you use can be read/written to.

Toad Software, a Quest database management toolkit, is used by database developers, database administrators, and data analysts to manage relational and non-relational SQL databases. A proactive approach to database management is recommended. Focus your team on strategic initiatives and help your business grow in today's data-driven world. Toad solutions allow you to maximize your investment into data technology by empowering data professionals with the ability to automate processes and minimize risks, while cutting project delivery times by almost half. Reduce the total cost of ownership of new applications by reducing inefficient code's impact on productivity, future development cycles and performance. Toad is trusted by millions of users for their most important systems and data environments. It's time for you to get the competitive edge. You can work smarter and meet the requirements of today's database environments.

WEBDEV, responsive web design, allows you to quickly create Intranet and Internet sites and applications (WEB and SaaS) to manage data. WEBDEV also generates PHP. WINDEV is compatible with all databases. WEBDEV supports all databases that use ODBC drivers and OLEDB providers. WINDEV, WEBDEV, and WINDEV Mobile environments can be used together and share elements. It's easier than ever to create multi-target applications. Developers can concentrate on your business requirements and not on the code. Applications can finally meet your requirements. You can develop applications in no more than 20 times the time by using less code. You can gain market share by reducing the time it takes to bring products to market. Software is simpler to develop and has better reliability. Complete application RAD generator for web, mobile, and PC. Template creation (patterns inheritance & MVP). You can develop and realize even the most difficult projects with ease and speed.

Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io is the only complete set of data solutions & connectors for easy building and managing of clean, secure data pipelines. Increase your data team's output with all of the simple, powerful tools & connectors you’ll ever need in one no-code data integration platform. Empower any size team to consistently deliver projects on-time & under budget. Integrate.io's Platform includes: -No-Code ETL & Reverse ETL: Drag & drop no-code data pipelines with 220+ out-of-the-box data transformations -Easy ELT & CDC :The Fastest Data Replication On The Market -Automated API Generation: Build Automated, Secure APIs in Minutes - Data Warehouse Monitoring: Finally Understand Your Warehouse Spend - FREE Data Observability: Custom Pipeline Alerts to Monitor Data in Real-Time

Semarchy's flexible, unified data platform will help you make better business decisions across your organization. xDI is the high-performance, flexible, extensible data integration that integrates all your data for all types and uses. Its single technology can federate all forms of data integration and maps business rules into executable code. xDI supports multi-cloud environments, on-premise, hybrid, and cloud environments.

Talend Data Fabric's cloud services are able to efficiently solve all your integration and integrity problems -- on-premises or in cloud, from any source, at any endpoint. Trusted data delivered at the right time for every user. With an intuitive interface and minimal coding, you can easily and quickly integrate data, files, applications, events, and APIs from any source to any location. Integrate quality into data management to ensure compliance with all regulations. This is possible through a collaborative, pervasive, and cohesive approach towards data governance. High quality, reliable data is essential to make informed decisions. It must be derived from real-time and batch processing, and enhanced with market-leading data enrichment and cleaning tools. Make your data more valuable by making it accessible internally and externally. Building APIs is easy with the extensive self-service capabilities. This will improve customer engagement.

SnapLogic is easy to use, quickly ramp up and learn. SnapLogic allows you to quickly create enterprise-wide apps and data integrations. You can easily expose and manage APIs that expand your world. Reduce the manual, slow, and error-prone processes and get faster results for business processes like customer onboarding, employee off-boarding, quote and cash, ERP SKU forecasting and support ticket creation. You can monitor, manage, secure and govern all your data pipelines, API calls, and application integrations from one single window. Automated workflows can be created for any department in your enterprise within minutes, not days. SnapLogic platform can connect employee data from all enterprise HR apps and data sources to deliver exceptional employee experiences. Discover how SnapLogic can help create seamless experiences powered with automated processes.

The Knox API Gateway is a reverse proxy that allows pluggability to be made in areas such as policy enforcement, through providers, and backend services. Policy enforcement ranges from authentication/federation, authorization, audit, dispatch, hostmapping and content rewrite rules. A chain of providers is used to enforce policy. This chain is defined in the topology deployment description for each Apache Hadoop cluster gated with Knox. The topology deployment descriptor also defines the cluster definition. This provides the Knox Gateway with the layout and configuration of the cluster to allow for routing and translation between user-facing URLs and internals. Knox protects Apache Hadoop clusters with a single application context path that represents their set of REST APIs. This allows Knox Gateway to protect multiple clusters at once and provide a single endpoint for the REST API user.

Bigtop is an Apache Foundation project that provides comprehensive packaging, testing, and configuration for the most popular open-source big data components. Bigtop supports a wide variety of components/projects including Spark, HBase, and Hadoop. Bigtop packages Hadoop RPMs (and DEBs) so you can manage your Hadoop cluster. Bigtop offers an integrated smoke testing framework and a suite with over 50 test files. Bigtop offers vagrant recipes, raw images and (work in progress) docker recipes to deploy Hadoop starting from zero. Bigtop supports many Operating Systems, such as Debian, Ubuntu and CentOS, Fedora and openSUSE. Bigtop provides tools and a framework to test at different levels (platform, runtime, packaging, etc.). Both initial deployments and upgrade scenarios can be done for the entire platform.

IntraFind's Enterprise Search Solution iFinder is a central platform for all your company's data. iFinder can be connected with all data sources in your company. Are your data sources constantly growing? iFinder will help you be ready for the future. Our product is based upon Elasticsearch technology, and can adapt to any amount of data with ease. It improves search results by using artificial intelligence to deliver intelligent enterprise search functionality. iFinder allows you to find important data and documents on company drives, intranets, wikis, e-mail systems, or on company drives. Our enterprise search application will allow you to centralize access to all company data, enabling you to take the next step in your company’s digital transformation. iFinder enhances search results by deploying AI to deliver smart enterprise search functionality.

GO+ provides tools for service-providers to develop their services. The platform allows companies to offer additional services to their customers. Our algorithms allow us to support loads with many devices simultaneously. The platform will enable service-providers to think about creating new services for customers. The platform's core is an analytical decision-making machine. Granular Computing-based analytical engine allows data processing and analysis, as well as complex event processing. Cloud-based technology is used to support business logic that can be transferred from real devices to the cloud. Scalability allows us lower costs and provide solutions. Platform scripting engine provides developers with full-stack dev tools to create highly customized IoT services, regardless of industry. The cloud-based IoT platform GO+ uses the most advanced cloud computing technology.

Web-based notebook that allows data-driven, interactive data analysis and collaborative documents with SQL and Scala. The IPython interpreter offers a similar user experience to Jupyter Notebook. This release features Note level dynamic form, note comparison comparator, and the ability to run paragraph sequentially instead of simultaneous execution in previous releases. Interpreter lifecycle manager automatically terminates interpreter process upon idle timeout. So resources are released when not in use.

While data volume is increasing, not all data is equal in value. Cloud data management allows forward-thinking companies to reduce the cost of managing their enterprise data while still ensuring compliance, security, and easy access. While content loses value over time, organizations can still monetize less current data using modern SaaS-based solutions. SOLIXCloud offers all the capabilities necessary to strike the perfect balance between historical data management and current data management. SOLIXCloud provides a fully managed service that manages all enterprise data. It offers compliance features for structured, unstructured and semi-structured data. Solix metadata management provides an end-to-end solution to search all enterprise metadata and lineage using a centralized repository.

Integration Eye®, a modular product, streamlines system integrations, infrastructure and business. It is composed of three modules: the proxy module IPM and ILM logging modules ILM. The security module ISM can also be used separately or together. It is built on the secure, platform-independent Java language. Why choose Java? It runs on the Mule™ lightweight integration engine. You can monitor your APIs, systems, log calls, analyze them (logging with ILM module), and get alerted if there are any issues, downtime, slow responses to specific APIs or systems. You can secure your APIs using roles (authorizations and authentication with ISM module) based either on Keycloak SSO that we provide or your existing Auth server. You can extend and proxy service calls (both external and internal) using mutual SSL, headers, and other methods. These calls can be monitored and analysed via proxy with IPM.

Jump to our product page for more information about our data integration software. This includes solutions for Active Directory and SharePoint. Our data integration solutions offer developers the opportunity to use the flexibility and power offered by the SSIS ETL engine to connect almost any application or data source. Data integration is possible without writing any code. This means that your development can be completed in minutes. Our integration solutions are the most flexible on the market. Our software has intuitive user interfaces that make it easy and flexible to use. Our solution is easy to use and offers the best return on your investment. Our software has many features that will help you achieve the highest performance without consuming too much of your budget.

Apache Mahout is an incredibly powerful, scalable and versatile machine-learning library that was designed for distributed data processing. It provides a set of algorithms that can be used for a variety of tasks, such as classification, clustering and recommendation. Mahout is built on top of Apache Hadoop and uses MapReduce and Spark for data processing. Apache Mahout(TM), a distributed linear-algebra framework, is a mathematically expressive Scala DSL that allows mathematicians to quickly implement their algorithms. Apache Spark is recommended as the default distributed back-end, but can be extended to work with other distributed backends. Matrix computations play a key role in many scientific and engineering applications such as machine learning, data analysis, and computer vision. Apache Mahout is designed for large-scale data processing, leveraging Hadoop and Spark.