Airbyte
Open-source data integration engine for ELT pipelines across data sources
Open-Source Projects
Discover top open-source software, updated regularly with real-world adoption signals.
Discover top open-source software, updated regularly with real-world adoption signals.
Multimodal distributed data integration for massive-scale synchronization
Apache SeaTunnel is a high-performance, distributed data integration platform supporting 100+ connectors, CDC, batch-stream processing, and multimodal data including video, images, and binary files.
Apache SeaTunnel is a distributed data integration platform engineered to synchronize vast amounts of data daily across diverse sources. Built for enterprises facing complex integration challenges, it supports over 100 connectors spanning databases, data warehouses, message queues, and cloud services.
Unlike traditional ETL tools limited to structured data, SeaTunnel handles multimodal workloads including video, images, binary files, and unstructured text alongside conventional structured data. It supports real-time synchronization, change data capture (CDC), full database replication, and batch processing through a unified framework.
SeaTunnel runs on multiple execution engines—its native Zeta Engine, Apache Flink, or Apache Spark—giving teams flexibility to leverage existing infrastructure. A distributed snapshot algorithm ensures data consistency, while JDBC multiplexing and log parsing optimize resource utilization during multi-table synchronization. The optional SeaTunnel Web project provides visual job management, scheduling, and monitoring for teams preferring low-code workflows. Trusted by organizations like Weibo, Tencent Cloud, and Sina, SeaTunnel delivers production-grade reliability under the Apache 2.0 license.
When teams consider Apache SeaTunnel, these hosted platforms usually appear on the same shortlist.
Looking for a hosted option? These are the services engineering teams benchmark against before choosing open source.
Real-Time CDC Replication
Capture database changes and replicate to data warehouses with consistency guarantees and minimal resource overhead
Full Database Synchronization
Migrate or replicate entire databases across cloud and on-premises environments using JDBC multiplexing
Multimodal Data Pipelines
Integrate video, images, and binary files alongside structured data for AI/ML training datasets
Batch-Stream Unified Workflows
Build pipelines handling both historical batch loads and real-time streaming with a single connector framework
Download SeaTunnel from the official website and follow the installation guide. Choose your runtime engine (Zeta, Flink, or Spark) and configure connectors via job definitions.
Yes, SeaTunnel is licensed under Apache 2.0, permitting unrestricted commercial use, modification, and distribution.
SeaTunnel runs on its native Zeta Engine, Apache Flink, and Apache Spark, allowing you to choose based on existing infrastructure and performance requirements.
Yes, SeaTunnel integrates video, images, binary files, and unstructured text alongside structured data. Refer to the multimodal documentation for configuration details.
SeaTunnel uses a distributed snapshot algorithm to maintain consistency across sources and sinks, with built-in monitoring to prevent data loss or duplication.
Project at a glance
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