2 Repos
Distributing data writes across multiple threads to write different sub-files or partitions simultaneously.
Distinct from Parallel Shard Reads and Writes: Focuses on improving overall throughput via multi-threaded file writing, unlike shard-level lock contention avoidance.
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DataX is a distributed data integration framework and plugin-based ETL tool designed for synchronizing large datasets between heterogeneous sources and destinations. It functions as a JDBC data migration engine and offline synchronization tool, enabling the movement of data between relational databases, NoSQL stores, and object storage. The system utilizes a plugin-based connector architecture that decouples reader and writer logic, allowing it to map and transform data types across different storage engines using a standardized internal representation. This design supports heterogeneous data
Distributes data across multiple threads to write different sub-files simultaneously, improving overall ingestion throughput.
Lance is a versioned columnar data format and storage engine designed as a multimodal AI lakehouse. It serves as a vector database storage engine and a cloud object store dataset manager, organizing images, video, audio, and embeddings into a unified format optimized for machine learning workflows. The project distinguishes itself by combining a columnar layout for structured data with a specialized blob store for large multimodal tensors. It implements a hybrid search engine that integrates vector similarity search, full-text search, and SQL analytics on a single dataset, supported by a stor
Generates data fragments in parallel across multiple nodes and commits them into a single dataset.