The application discloses a kind of dynamic hierarchical storage method and
system based on lake warehouse integrated architecture, it is related to dynamic hierarchical storage technical field, including:
data management layer: based on Apache Doris's Catalog,
Database and Table three-layer logical structure;Physical storage layer: including cache layer, intermediate buffer layer and persistent layer;The cache layer is made of NVRAM /
NVDIMM, is carried on the BE / FE node of Doris;The intermediate buffer layer is made of the Burst Buffer
system of NVMe SSD construction;The persistent layer includes SSD array and
disk array, for low-cost large-capacity
data retention;Computing engine layer: integration Seatunnel, Spark and Flink.The technical problem to be solved in the application is to provide a kind of dynamic hierarchical storage method and
system based on lake warehouse integrated architecture, fusion
big data commonly used computing engine such as seatunnel, Flink, Spark, through the definition of hot spot data, the
label definition of structured data and
unstructured data, and the hierarchical storage and automatic migration of lake warehouse data are realized by data attribute.