Datorios, a leading developer of data observability and data quality technology for real-time business operations, has launched theย Datorios Lineage Analyzer for Apache Flink. Announced atย Current 2024ย underway inย Austin, TX, Lineage Analyzer provides streaming data infrastructure operators with deeper, more complete insights into the performance of data processing pipelines that drive real-time business operations and real-time AI.
Data lineage refers to the life cycle and journey of information as it moves from its point of origin through the various pipelines that transform it or take action on it. As businesses increase dependence on data-driven real-time automation and AI, and use Apache Flink to create those systems, the insights provided by Lineage Analyzer for Apache Flink are critically important to ensuring accuracy and availability. It accelerates development, troubleshooting, and optimization by Apacheย Flink developers and operators.
Also Read:ย Cloud and AI: Data management and data protection are primary pain points for CIOs and CISOs
Data lineage also plays a vital role in ensuring that data processing meets legal standards in the many industries where regulatory compliance is critical. By maintaining a clear record of how data is transformed and moved within Flink jobs, companies can provide the necessary transparency to auditors and regulators. This can be crucial for proving the integrity and accuracy of real-time data processing workflows.
Not Just “What,” But “Why”
Lineage Analyzer offers a comprehensive suite of features aimed at helping developers trace data across their pipelines, monitor transformations, and identify where data changes occur. Unlike other data lineage tools, which simply display lists of what processes are acting on data, Lineage Analyzer provides insights into the steps within the processes, which makes it clearย whyย data changed. This enables organizations to conduct more thorough auditing, and trouble-shoot with ease.
Key features of Lineage Analyzer include:
- Lineage visualizationย – View interactive Job Graphs, which are Directed Acyclic Graphs (DAGs) that provide an overview of the operations that compose your real-time processing pipelines.
- Data flow detailย – Drill down into Job Graphs to explore detailed views of data flow operators.
- Data tracingย – Explore actual data records as they flow through operators, and witness data transformation in real-time.
- Low performance overheadย – Unlike other lineage tools, Linear Analyzer runs external to you Flink jobs, which gives you the visibility you need without affecting your real-time system performance.
“Today’s business innovators are moving beyond using AIย chatbotsย to answer questions; they are creating autonomous agents that use AI to take action,” saidย Ronen Korman, CEO and co-founder ofย Datorios. “With so much riding on the success of these systems, businesses cannot afford downtime or errors; Lineage Analyzer helps them avoid these and move forward with confidence.”
Also Read:ย Implementing a Digital Adoption Platform in Your Organization? This can help!
[To share your insights with us as part of editorial or sponsored content, please write toย psen@itechseries.com]
