meta-soul/LakeSoul

LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

JavaScalaRustPythonShellC++Otherpythonruststreamingsqlbig-datasparkpostgresqlpytorchflinkdatalakehuggingfacelakehouselakesoul
This is stars and forks stats for /meta-soul/LakeSoul repository. As of 19 Apr, 2024 this repository has 1696 stars and 364 forks.

中文介绍 LakeSoul is a cloud-native Lakehouse framework that supports scalable metadata management, ACID transactions, efficient and flexible upsert operation, schema evolution, and unified streaming & batch processing. LakeSoul supports multiple computing engines to read and write lake warehouse table data, including Spark, Flink, Presto, and PyTorch, and supports multiple computing modes such as batch, stream, MPP, and AI. LakeSoul supports storage systems such as HDFS and S3. LakeSoul was originally...
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