The topic of distributed task scheduling is a topic that every back-end development and big data development will touch. Because of the wide range of application scenarios, there are many open source projects that focus on solving such problems, such as the well-known xxl-job.
So what I want to recommend to you today is another more powerful open source project: DolphinScheduler
introduce
DolphinScheduler is an open source distributed task scheduling system, which can help developers to schedule and manage tasks more conveniently. DolphinScheduler supports common task types, including Shell, Hadoop, Spark, Hive, etc., and it also provides visual task scheduling and monitoring, making task management easier. The development team of DolphinScheduler originated from Alipay's data platform team. After years of practice and accumulation, it has become a mature open source project.
features
Distributed Task Scheduling
DolphinScheduler supports distributed deployment and can be extended to thousands of servers to achieve high availability and high concurrent task scheduling.
Various task types
DolphinScheduler supports a variety of task types, including Shell, Hadoop, Spark, Hive, MR, Python, etc. On this basis, it can also support custom task types to facilitate user expansion.
Visual task orchestration and monitoring
DolphinScheduler provides visual task scheduling and monitoring, and can easily view task dependencies, task execution and other information to help users better manage tasks.
Application Scenario
data processing
DolphinScheduler can be applied to data processing scenarios, such as data collection, data cleaning, data analysis, etc. Users can easily configure and manage these tasks through DolphinScheduler, and also realize concurrent execution and distributed processing of tasks.
Business Process
DolphinScheduler can be applied to business process scenarios, such as e-commerce order management, logistics management, etc. Users can arrange different business process tasks through DolphinScheduler to realize automatic execution and monitoring.
system integration
DolphinScheduler can be applied to system integration scenarios, such as integrating and processing data from multiple systems. Users can configure and manage data synchronization and interaction tasks between different systems through DolphinScheduler to realize the automation of system integration.
in conclusion
DolphinScheduler is a mature open source distributed task scheduling system that supports multiple task types, visual task scheduling and monitoring, and is suitable for different application scenarios. If you are looking for a task scheduling system, then consider DolphinScheduler.
- Official website address: https://dolphinscheduler.apache.org/
- Project address: https://github.com/apache/dolphinscheduler
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