Apache SeaTunnel (Incubating)
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SeaTunnel was formerly named Waterdrop , and renamed SeaTunnel since October 12, 2021.
SeaTunnel is a very easy-to-use ultra-high-performance distributed data integration platform that supports real-time synchronization of massive data. It can synchronize tens of billions of data stably and efficiently every day, and has been used in the production of nearly 100 companies.
Why do we need SeaTunnel
SeaTunnel focuses on data integration and data synchronization, and is mainly designed to solve common problems in the field of data integration:
- Various data sources: There are hundreds of commonly-used data sources of which versions are incompatible. With the emergence of new technologies, more data sources are appearing. It is difficult for users to find a tool that can fully and quickly support these data sources.
- Complex synchronization scenarios: Data synchronization needs to support various synchronization scenarios such as offline-full synchronization, offline-incremental synchronization, CDC, real-time synchronization, and full database synchronization.
- High demand in resource: Existing data integration and data synchronization tools often require vast computing resources or JDBC connection resources to complete real-time synchronization of massive small tables. This has increased the burden on enterprises to a certain extent.
- Lack of quality and monitoring: Data integration and synchronization processes often experience loss or duplication of data. The synchronization process lacks monitoring, and it is impossible to intuitively understand the real-situation of the data during the task process.
- Complex technology stack: The technology components used by enterprises are different, and users need to develop corresponding synchronization programs for different components to complete data integration.
- Difficulty in management and maintenance: Limited to different underlying technology components (Flink/Spark) , offline synchronization and real-time synchronization often have be developed and managed separately, which increases the difficulty of the management and maintainance.
Features of SeaTunnel
- Rich and extensible Connector: SeaTunnel provides a Connector API that does not depend on a specific execution engine. Connectors (Source, Transform, Sink) developed based on this API can run on many different engines, such as SeaTunnel Engine, Flink, Spark that are currently supported.
- Connector plugin: The plugin design allows users to easily develop their own Connector and integrate it into the SeaTunnel project. Currently, SeaTunnel has supported more than 70 Connectors, and the number is surging. There is the list of connectors we supported and plan to support.
- Batch-stream integration: Connectors developed based on SeaTunnel Connector API are perfectly compatible with offline synchronization, real-time synchronization, full- synchronization, incremental synchronization and other scenarios. It greatly reduces the difficulty of managing data integration tasks.
- Support distributed snapshot algorithm to ensure data consistency.
- Multi-engine support: SeaTunnel uses SeaTunnel Engine for data synchronization by default. At the same time, SeaTunnel also supports the use of Flink or Spark as the execution engine of the Connector to adapt to the existing technical components of the enterprise. In addition, SeaTunnel supports multiple versions of Spark and Flink.
- JDBC multiplexing, database log multi-table parsing: SeaTunnel supports multi-table or whole database synchronization, which solves the problem of over-JDBC connections; supports multi-table or whole database log reading and parsing, which solves the need for CDC multi-table synchronization scenarios problems with repeated reading and parsing of logs.
- High throughput and low latency: SeaTunnel supports parallel reading and writing, providing stable and reliable data synchronization capabilities with high throughput and low latency.
- Perfect real-time monitoring: SeaTunnel supports detailed monitoring information of each step in the data synchronization process, allowing users to easily understand the number of data, data size, QPS and other information read and written by the synchronization task.
- Two job development methods are supported: coding and canvas design. The SeaTunnel web project https://github.com/apache/incubator-seatunnel-web provides visual management of jobs, scheduling, running and monitoring capabilities.
SeaTunnel work flowchart
![SeaTunnel work flowchart](data:image/png;base64,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)
The runtime process of SeaTunnel is shown in the figure above.
The user configures the job information and selects the execution engine to submit the job.
The Source Connector is responsible for parallelizing the data and sending the data to the downstream Transform or directly to the Sink, and the Sink writes the data to the destination. It is worth noting that both Source and Transform and Sink can be easily developed and extended by yourself.
The default engine use by SeaTunnel is SeaTunnel Engine. If you choose to use the Flink or Spark engine, SeaTunnel will package the Connector into a Flink or Spark program and submit it to Flink or Spark to run.
Connectors supported by SeaTunnel
Here's a list of our connectors with their health status.connector status
Environmental dependency
java runtime environment, java >= 8
If you want to run SeaTunnel in a cluster environment, any of the following Spark cluster environments is usable:
- Spark on Yarn
- Spark Standalone
If the data volume is small, or the goal is merely for functional verification, you can also start in local mode without a cluster environment, because SeaTunnel supports standalone operation. Note: SeaTunnel 2.0 supports running on Spark and Flink.
Compiling project
Follow this document.
Downloads
Download address for run-directly software package : https://seatunnel.apache.org/download
Quick start
SeaTunnel Engine https://seatunnel.apache.org/docs/start-v2/locally/quick-start-seatunnel-engine/
Spark https://seatunnel.apache.org/docs/start-v2/locally/quick-start-spark
Flink https://seatunnel.apache.org/docs/start-v2/locally/quick-start-flink
Application practice cases
- Weibo, Value-added Business Department Data Platform
Weibo business uses an internal customized version of SeaTunnel and its sub-project Guardian for SeaTunnel On Yarn task monitoring for hundreds of real-time streaming computing tasks.
- Sina, Big Data Operation Analysis Platform
Sina Data Operation Analysis Platform uses SeaTunnel to perform real-time and offline analysis of data operation and maintenance for Sina News, CDN and other services, and write it into Clickhouse.
- Sogou, Sogou Qiqian System
Sogou Qiqian System takes SeaTunnel as an ETL tool to help establish a real-time data warehouse system.
- Qutoutiao, Qutoutiao Data Center
Qutoutiao Data Center uses SeaTunnel to support mysql to hive offline ETL tasks, real-time hive to clickhouse backfill technical support, and well covers most offline and real-time tasks needs.
Yixia Technology, Yizhibo Data Platform
Yonghui Superstores Founders' Alliance-Yonghui Yunchuang Technology, Member E-commerce Data Analysis Platform
SeaTunnel provides real-time streaming and offline SQL computing of e-commerce user behavior data for Yonghui Life, a new retail brand of Yonghui Yunchuang Technology.
- Shuidichou, Data Platform
Shuidichou adopts SeaTunnel to do real-time streaming and regular offline batch processing on Yarn, processing 3~4T data volume average daily, and later writing the data to Clickhouse.
Collecting various logs from business services into Apache Kafka, some of the data in Apache Kafka is consumed and extracted through Seatunnel, and then store into Clickhouse.
For more use cases, please refer to: https://seatunnel.apache.org/blog
Code of conduct
This project adheres to the Contributor Covenant code of conduct. By participating, you are expected to uphold this code. Please follow the REPORTING GUIDELINES to report unacceptable behavior.
Developer
Thanks to all developers!
Contact Us
Landscapes
Our Users
Various companies and organizations use SeaTunnel for research, production and commercial products. Visit our website to find the user page.
License
Apache 2.0 License.