Best Data Migration Software for Linux of 2025

iceDQ, a DataOps platform that allows monitoring and testing, is a DataOps platform. iceDQ is an agile rules engine that automates ETL Testing, Data Migration Testing and Big Data Testing. It increases productivity and reduces project timelines for testing data warehouses and ETL projects. Identify data problems in your Data Warehouse, Big Data, and Data Migration Projects. The iceDQ platform can transform your ETL or Data Warehouse Testing landscape. It automates it from end to end, allowing the user to focus on analyzing the issues and fixing them. The first edition of iceDQ was designed to validate and test any volume of data with our in-memory engine. It can perform complex validation using SQL and Groovy. It is optimized for Data Warehouse Testing. It scales based upon the number of cores on a server and is 5X faster that the standard edition.

QuerySurge is the smart Data Testing solution that automates the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Applications with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Big Data (Hadoop & NoSQL) Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise Application/ERP Testing Features Supported Technologies - 200+ data stores are supported QuerySurge Projects - multi-project support Data Analytics Dashboard - provides insight into your data Query Wizard - no programming required Design Library - take total control of your custom test desig BI Tester - automated business report testing Scheduling - run now, periodically or at a set time Run Dashboard - analyze test runs in real-time Reports - 100s of reports API - full RESTful API DevOps for Data - integrates into your CI/CD pipeline Test Management Integration QuerySurge will help you: - Continuously detect data issues in the delivery pipeline - Dramatically increase data validation coverage - Leverage analytics to optimize your critical data - Improve your data quality at speed

AWS Database Migration Service enables swift and secure database migrations to the AWS platform. During this process, the source database continues its operations, which effectively reduces downtime for applications that depend on it. This service is capable of transferring data to and from many of the most popular commercial and open-source databases available today. It facilitates both homogeneous migrations, like Oracle to Oracle, and heterogeneous migrations, such as transitioning from Oracle to Amazon Aurora. The service supports migrations from on-premises databases to Amazon Relational Database Service (Amazon RDS) or Amazon Elastic Compute Cloud (Amazon EC2), as well as transfers between EC2 and RDS, or even from one RDS instance to another. Additionally, it can handle data movement across various types of databases, including SQL, NoSQL, and text-based systems, ensuring versatility in data management. Furthermore, this capability allows businesses to optimize their database strategies while maintaining operational continuity.

IRI NextForm is powerful, user-friendly Windows and Unix data mgiration software for data, file, and database: * profiling * conversion * replication * restructuring * federation * reporting NextForm inherits many of the SortCL program functions available in IRI CoSort and uses the IRI Workbench GUI, built on Eclipse.™ The same high-performance data movement engine that maps between multiple sources and targets also make NextForm a compelling, and affordable, place to begin managing big data without the need for Hadoop.

Alembic serves as a streamlined database migration utility that integrates seamlessly with the SQLAlchemy database toolkit for Python, having been developed by the same creator of SQLAlchemy. Although it can be installed globally, it is generally preferred to set it up locally within a virtual environment, as it relies on various libraries, including SQLAlchemy and specific database drivers that are better suited for local usage. The tool has the capability to execute statements against a database, enabling modifications to the structure of tables and other database components. It also offers a framework for creating "migration scripts," each of which outlines a precise sequence of actions that can "upgrade" a database to a newer version, along with an optional path to "downgrade" back to a previous version, effectively reversing those actions. Alembic's configuration and operational processes are characterized by their flexibility and transparency. When first established, a new Alembic environment is created from a selection of templates chosen from a variety of available options, allowing for a customized setup tailored to user needs. This adaptability makes Alembic a valuable asset for developers looking to manage database schema changes efficiently.

DataLark is an SAP-centric data management platform that helps enterprises migrate, maintain, and integrate business-critical data on-premise and in the cloud more quickly, securely, and cost-effectively using its extensible plugins and connectivities. The DataLark platform works across a wide range of industries and types of enterprise data. Solutions: -Data Management -ERP -Data Validation and Profiling -Data Integration

The IRI Data Manager suite from IRI, The CoSort Company, provides all the tools you need to speed up data manipulation and movement. IRI CoSort handles big data processing tasks like DW ETL and BI/analytics. It also supports DB loads, sort/merge utility migrations (downsizing), and other data processing heavy lifts. IRI Fast Extract (FACT) is the only tool that you need to unload large databases quickly (VLDB) for DW ETL, reorg, and archival. IRI NextForm speeds up file and table migrations, and also supports data replication, data reformatting, and data federation. IRI RowGen generates referentially and structurally correct test data in files, tables, and reports, and also includes DB subsetting (and masking) capabilities for test environments. All of these products can be licensed standalone for perpetual use, share a common Eclipse job design IDE, and are also supported in IRI Voracity (data management platform) subscriptions.

When you have the expertise of an enterprise partner combined with a scalable, easy-to-use data management suite, you can take back control of your data, access it from anywhere, ensure security and compliance, and unlock its power to grow your business. Why Use Sesame Software? Relational Junction builds, populates, and incrementally refreshes your data automatically. Enhance Data Quality - Convert data from multiple sources into a consistent format – leading to more accurate data, which provides the basis for solid decisions. Gain Insights - Automate the update of information into a central location, you can use your in-house BI tools to build useful reports to avoid costly mistakes. Fixed Price - Avoid high consumption costs with yearly fixed prices and multi-year discounts no matter your data volume.

Qlik Replicate is an advanced data replication solution that provides efficient data ingestion from a wide range of sources and platforms, ensuring smooth integration with key big data analytics tools. It offers both bulk replication and real-time incremental replication through change data capture (CDC) technology. Featuring a unique zero-footprint architecture, it minimizes unnecessary strain on critical systems while enabling seamless data migrations and database upgrades without downtime. This replication capability allows for the transfer or consolidation of data from a production database to an updated version, a different computing environment, or an alternative database management system, such as migrating data from SQL Server to Oracle. Additionally, data replication is effective for relieving production databases by transferring data to operational data stores or data warehouses, facilitating improved reporting and analytics. By harnessing these capabilities, organizations can enhance their data management strategy, ensuring better performance and reliability across their systems.

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

Transfer your data or operating system from any source to any destination seamlessly with the features included in Hard Disk Manager! This tool allows you to create backups, organize partitions, and move data effortlessly. You can transfer your operating system to a new computer and start using it instantly. Additionally, you can clone your OS onto a USB flash drive for portable access anywhere you go. Efficiently manage your disk space by keeping it organized while easily backing up and migrating your data. If you're looking to upgrade, you can clone your hard drive to a larger one or transfer your laptop's data to a new hard drive. The software enables you to copy or restore data onto a hard disk with a different sector size without complications. When migrating Windows to new storage solutions, you can back up and restore both your system and data. With a comprehensive set of copying options, you can either duplicate an entire hard disk or its individual partitions. It also simplifies the process of transferring the contents from a 512-byte hard disk to a 4k hard disk without needing any additional steps. Migrate any version of Windows from 7 and later from a traditional HDD to a high-speed SSD, allowing for improved performance. You can even choose to exclude certain data from the migration process. Finally, carry out partitioning tasks to ensure your disks remain well-organized and efficient.

Stelo is a comprehensive enterprise solution designed to seamlessly transfer data from any source to any destination for purposes such as analysis, reporting, forecasting, and overseeing business operations, B2B exchanges, and supply chain management. It enables effortless data movement among core relational databases and delta lakes in real-time, even across firewalls, ensuring accessibility for various teams and cloud platforms. The Stelo Data Replicator offers dependable, high-speed, cost-effective replication capabilities for any relational database that can be accessed via ODBC, as well as non-relational databases utilizing Kafka, Delta Lakes, and flat file formats. By utilizing native data loading functions and taking advantage of multithreaded processing, Stelo ensures rapid and consistent performance when replicating multiple tables at the same time. With an intuitive installation process that features graphical user interfaces, configuration wizards, and sophisticated tools, setting up and operating the product is simple and requires no programming expertise. Once operational, Stelo runs reliably in the background, eliminating the need for dedicated engineering resources for its maintenance and management. Not only does this streamline operations, but it also allows organizations to focus on leveraging their data effectively.

Rsync is a freely available open source tool that enables quick incremental file transfers and is distributed under the GNU General Public License. Users can obtain the GPG signing key for the release files from public PGP key servers; if automatic key-fetching is activated, simply executing a "gpg --verify" command will automatically retrieve the key. Alternatively, individuals may choose to manually download the GPG key associated with Wayne Davison. Designed primarily for Unix systems, rsync employs a unique "rsync algorithm" that allows for efficient synchronization of remote files by transmitting only the differences between them, rather than requiring complete sets of files to be present at either end of the connection. Additionally, rsync can optionally maintain the integrity of symbolic links, hard links, file ownership, permissions, devices, and timestamps. With its internal pipelining feature, rsync significantly reduces latency when processing multiple files, making it an optimal choice for users seeking effective file transfer solutions. Overall, rsync stands out as a powerful and versatile tool for efficient file management across different systems.

Apache Spark provides a holistic component-based platform to automate Data Reconciliation tests for modern Data Lake and Cloud Data Migration Projects. DataOps DataFlow provides a modern web-based solution to automate the testing of ETL projects, Data Warehouses, and Data Migrations. Use Dataflow to load data from a variety of data sources, compare the data, and load differences into S3 or a Database. Create and run dataflow quickly and easily. A top-of-the-class testing tool for Big Data Testing DataOps DataFlow integrates with all modern and advanced sources of data, including RDBMS and NoSQL databases, Cloud and file-based.

ORMIT™, Jasper is the only seamless automated solution that migrates Oracle Reports into Jasper Reports. This can save up to 90% of time compared to a manual upgrade. RENAPS ORMIT™ Jasper eliminates the migration risks that come with manual migration. ORMIT™, Jasper improves the code quality and maintainability. This leads to even greater savings over time. Your migrated reports will always be 100% open source, with no licensing fees, vendor lock-ins, or support fees. Jasper Reports is compatible with any JavaEE server, such as Tomcat or JBoss. It can also be used for non-Java application development.

WhereScape is a tool that helps IT organizations of any size to use automation to build, deploy, manage, and maintain data infrastructure faster. WhereScape automation is trusted by more than 700 customers around the world to eliminate repetitive, time-consuming tasks such as hand-coding and other tedious aspects of data infrastructure projects. This allows data warehouses, vaults and lakes to be delivered in days or weeks, rather than months or years.

ORMIT(tm DB): The only automated Oracle Database Upgrade tool that supports all Oracle DB Versions. Now it is possible to upgrade any Oracle Database from any version up to the latest Oracle Database. ORMIT-DB is compatible with all Oracle Databases, including deprecated versions. ORMIT-DB automates migrations or upgrades in 50% to 75% less than manual upgrades. RENAPS ORMIT™ DB removes all upgrade risk associated with a manual upgrade or migration.

Oracle Forms Code Analyzer Tool: Customized Oracle Forms/Reports applications bring high levels of flexibility, but after years of code maintenance or modifications, your documentation of application code is outdated 90% of the time. ORMIT-Analyzer, a state-of-the art tool validated by Oracle, helps to understand existing development patterns and find opportunities to simplify source code. The goal is to get detailed information about the challenges and opportunities to enable a "future-ready software architecture" by separating the architectural components of software: User-Interface Business Logic, and Database. ORMIT-Analyzer can also be used to prepare a possible application modernization project, with the goal of protecting the investment made in the existing business logic while achieving a more maintainable and modern software architecture.

ORMIT™, Cortex, offers automated migrations from Oracle Database to PostgreSQL. These are 50%-91% faster than manual upgrades. It consolidates redundant objects and eliminates unused ones, creating a more efficient application. RENAPS' Center of Excellence is staffed by Oracle and PostgreSQL specialists who will assist you with the migration process from initial setup through to final delivery. As the technology is 100% open-source, there are no licensing fees, support fees or vendor lock-ins.

ORMIT™,-APEX, is the only migration tool that allows for seamless migrations from Oracle APEX into Java. ORMIT's automated migration or upgrade can save up to 90% of the time compared to a manual migration. ORMIT™, APEX, improves code quality and maintainability. This leads to even greater savings over time. 100% Open Source: No licensing fees, support fees or vendor lock-ins ever apply to migrated applications.