Here is the comprehensive list of the best and popular test data management tools for you to explore more.
A process of planning, designing, storing, managing the software or the source codes of an application for testing is called test data management. Software test data management is another name of test data management. The main objective of the test data management is to check and test the quality of the software. During the entire software testing life cycle, it controls the files, rules, etc. that are produced during processing.
It separates the test data from production data. It minimises and optimises the size of software testing data and creates the testing reports. To implement the process of the test data management, test data tool is used.
Any test data management tool follows the following steps of processing:
- In any system, data is stored in different formats, types, and locations. Different rules are applied to these data. Hence, the test tool finds out the appropriate test data from these data for the testing process.
- Now the tool extracts the subset of data from the selected test data collected from multiple data sources.
- After selecting the subset test data, test tool uses masking for sensitive test data, such as a client’s personal information.
- Now the tool performs the comparison between the actual data and baseline test data to check the accuracy of the application.
- To increase the efficiency of the application, tool refreshes the test data.
Through this article, you can get information on the basic process of test data management and the top tools that perform this process. Here is a list that includes test data management tools are as follows:
Top 14 Test Data Management tools:
- Informatica Test Data Management tool
- CA Test Data Manager (Datamaker)
- Compuware’s Test Data Management
- InfoSphere Optim Test Data Management
- HP Test Data Management
- LISA Solutions for Test Data Management
- Delphix Test Data Management
- Solix EDMS Test Data Management
- Original software Test Data Management
- TechArcis Test Data Management
- SAP Test Data Migration Server
- Double Test Data Management
#1) Informatica Test Data Management tool
Informatica Test Data Management tool is a top tool that provides automating data subsetting, data masking, data connectivity, and test data-generation capabilities. It automatically finds out the sensitive data locations. It is fulfilling the increasing demand of the test data management. It also completes all the demands of the application owner, infrastructure, developers, testers etc. Informatica provides the non-production dataset that completes the requirements of the development team. It also provides the integrated sensitive data discovery that increases the security of test data.
Download Link: Informatica Test Data Management tool
#2) CA Test Data Manager (Datamaker)
CA Test Data Manager is another top tool that provides high synthetic data generation solutions. The design of this tool is very flexible that simplify the functionality of the testing. It is the product of CA technologies. It acquires the DataMaker of Grid-tools. It is also called Agile designer, DataFinder, Fast DataMaker, DataMaker. It provides high-performance data subsetting, data masking, test matching etc. The tool generates, store, and reuse the test data in the test data repository. According to the need, we can access the data using on demand service of the tool.
Download Link: CA Test Data Manager (Datamaker)
#3) Compuware’s Test Data Management
Compuware’s Test data management is another popular testing tool that provides optimized test data management. Through this tool, we can easily create test data. The tool provides masking, translating, generating, aging, analysing, and validating of testing data. The new feature of the tool is that it fulfills all the conditions of mainframe test. It supports all standard types of file. With all these features, it provides complete data privacy. This data privacy influences the file and data management solutions of the industry and provides efficient access of test data.
Download Link: Compuware’s Test Data Management
#4) InfoSphere Optim Test Data Management
IBM InfoSphere Optim tool has built-in workflow and on demand service facilities. This feature helps in continuous testing and agile software development. The tool provides real-time data testing, uses a right-sized test databases that optimize, and automates the process of test data management. The tool speedups the application development process of the organizations that reduce costs and speed application delivery. On the demand of developers and testers, it analyses and provides refresh test data to them. All these features give a comprehensive testing solution and reduce the risk that can occur during testing or training process.
Download Link: InfoSphere Optim Test Data Management
#5) HP Test Data Management
HP Test data management is a powerful testing tool. This tool uses policy-guided extraction method for extracting the relevant subset of test data from large amount of multiple data sources that reduces the time, storage requirements and cost. The data preparation phase speedups the application testing process for manual and automated tests. Custom data masking increases the data privacy and security. The tool efficiently handles the different data output types and stores them in a single flat file or a database.
Download Link: HP Test Data Management
#6) LISA Solutions for Test Data Management
LISA Solutions are an automatic testing tool that creates a virtual dataset that gives a high level of functional accuracy. The tool can import test data from different type of data sources such as excel sheets, XML, log files etc. Tester or developers can easily manipulate the test data and integrate them into a single place. Automatic data masking protects the sensitive data without violating any security policy. It also provides dynamic data stabilization that validates the test data according to the business rules. Another feature of the tool is self-heal of virtual test data that increases the viability of virtual test data.
Download Link: LISA Solutions for Test Data Management
#7) Delphix Test Data Management
Delphix Test data management tool provides high quality and faster testing. During development, testing, training or reporting, redundant data is shared across all this process. These sharing of data are called data virtualization or virtual data. The virtual data of the tool provide complete, full size and real data sets in the few minutes that takes very few spaces. It also reduces the storage costs. The tool improves the productivity by providing the automatic delivery and configuration of applications and databases. The tool works on a public and private cloud infrastructure means provides services and pay per usage of services.
Download Link: Delphix Test Data Management
#8) Solix EDMS Test Data Management
Solix test data management tool automatically creates the test data subsets for testing, development, masking, patching, training, and outsourcing. The tool also creates and manages clone production data subsets from large databases. These clone data subsets are created according to the organization-defined business rules that will reduce the creation time and infrastructure cost up to 70%. These correct and realistic data subset give results that are more accurate. The tool eliminates the need of unnecessary security risk and saves time and storage.
Download Link: Solix EDMS Test Data Management
#9) Original software Test Data Management
Original software test data management tool regulatory control and protects data. The tool effectively creates the test data that reduces the risks like disk space, data verification, confidentiality of test data etc. The tool also uses the principle of Accurate Quality Management [AQM]. Manual implementation of AQM is not possible. AQM checks visible test results and the database effects. TestBench from Original Software supports AQM that uniquely controls and manage test data.
Download Link: Original software Test Data Management
vTestcenter tool is a scalable data testing tool that confirms the data consistency and reusability and generate powerful test reports. Scalable means from small teams to large work groups can use vTestcenter. Testing specifications, implementation, and execution or reporting, all these require full traceability and vTestcenter fulfill this. The open interface of the tool easily integrates with the existing test tool landscapes. To quickly access and manage the relevant data is done by the convenient cockpit function. It also provides multi-user capable platform through this tester or developer can easily integrate the different data such as test scripts, models, test or test results.
Download Link: vTestcenter
#11) TechArcis Test Data Management
TechArcis test data management tool is an easy to use and effective tool that automatically creates the complete, accurate, and secure test data. The tool performs the customized test data management that provides the flexibility in the testing environment. It regularly updates the whole test data delivery process. The tool reuses the based-line test data and data selection criteria that increase the delivery process. Masking increases the security of the data and maintains the referential integrity. It generates the report, such that meets the real production data and systematically evaluate the system behavior.
Download Link: TechArcis Test Data Management
#12) SAP Test Data Migration Server
SAP test data management server creates small test data subset and provides a non-production environment for development, testing, and training. It increases the data extraction that reduces the infrastructure expenditures and storage space in the testing environment. The Sap server provides the latest test data for testing and their test teams and uses the sensitive data in the training system. We can use and refresh the single clients in SAP system that increases the flexibility. It easily adapts to the changing requirements and innovations like SAP HANA or cloud solutions.
Download Link: SAP Test Data Migration Server
#13) Double Test Data Management
Doble test data management eliminates the manual and redundant work processes and provides data-focused solutions. These solutions include data clean-up, data conversion, test plan creation etc. It saves time and ensures the consistent test data for regulatory reporting. Tester or developer can select the required option based on the need of the organization. The tool prepares and supports large-scale initiatives and asset management programs.
Download Link: Double Test Data Management
BizDataX test data management has different features that increase the test data management processing. It provides the transparency for the business users by providing insight reporting. It supports large database and uses sensitive data discovery module to find sensitive data across this large database. BizDataX provides the most relevant data that fulfill the test case requirements. It uses different algorithms for data masking that confirms the Data Privacy Acts, Governance, and regulations. Other than this, it uses equivalence partitioning for data subsetting. BizDataX is a cost effective tool that generates the fast test report.
Download Link: BizDataX
The above article providing some basic information and features of the top test data management tools. After analyzing all these tools, we can conclude that each tool has their own special features, but they all follow same test data process.