#============================================================================== # Basic Components # # Orchestration & Coordinator & Configuration & Cold Storage #============================================================================== #Configure Mariadb deployed nodes,Use master-master replication mode,maximum 2 servers. [mariadb] #Apache Zookeeper is a centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. #At least 3 servers,And it is strongly recommended that you have an odd number of servers. [zookeeper] #Alibaba Nacos an easy-to-use dynamic service discovery, configuration and service management platform #At least 3 servers,Multi-node HA mode. [nacos] #Apache Hadoop HDFS(Hadoop Distributed File System) #At least 3 servers,An HDFS cluster consists of two Namenodes and a certain number of Datanodes node. [hdfs] #============================================================================== # BigData Processing Components # # Big data is a term that refers to the massive volume, variety, and velocity of data that is generated from various sources and needs to be stored, processed, and analyzed efficiently. # The Big Data processing component is used to provide a platform for fast and efficient processing #============================================================================== #Apache Kafka is a distributed event streaming platform,used for high-performance data pipelines, streaming analytics. #At least 3 servers,By default install CMAK(Management tool) on the first server. [kafka] #Apache Hadoop Yarn,Includes the Flink runtime environment. #Yarn is the resource management and job scheduling technology in the open source Hadoop distributed processing framework. #At least 3 servers,A Yarn cluster consists of two ResourceManager (RM) and a certain number of NodeManager(NM) node. [yarn] #Groot Stream is a real-time data stream processing platform. [grootstream] #============================================================================== # BigData Processing Components # # Big data is a term that refers to the massive volume, variety, and velocity of data that is generated from various sources and needs to be stored, processed, and analyzed efficiently. # The Big Data processing component is used to provide a platform for fast and efficient processing #============================================================================== #Apache HBase is the hosting of very large tables -- billions of rows X millions of columns -- atop clusters of commodity hardware #At least 3 servers,A HBase cluster consists of three HMaster and a certain number of HRegionServer node. [hbase] #Apache Druid is a high performance, real-time analytics database that delivers sub-second queries on streaming and batch data at scale and under load. #At least 3 servers,A Druid cluster consists of two master/query and a certain number of worker node. [druid] #Yandex ClickHouse is the fastest and most resource efficient open-source database for real-time apps and analytics. #At least 3 servers,A Clickhouse cluster consists of two query and a certain number of data node. [clickhouse] #ArangoDB is a scalable graph database system to drive value from connected data, faster. #Only support single server deployment [arangodb] #Redis is an open source (BSD licensed), in-memory data structure store, used as a database, cache, and message broker. #Supports single-node and master-slave modes [redis] #Apache Ignite is a leading distributed database management system for high-performance computing with in-memory speed #Supports single-node and cluster modes [ignite] #============================================================================== # OLAP Self-research service # #============================================================================== #Default load balancer include keepalived/Galaxy-gateway-nginx [loadbalancer] #Chproxy is an HTTP proxy and load balancer for ClickHouse [chproxy] #Galaxy-hos-service is a distributed object storage service. #Include components:Keepalived/Nginx/galaxy-hos-service #At least 2 servers,keepalived and nginx services are deployed on the first two nodes by default. [galaxy_hos_service] #The query gateway,Provides a unified query entry [galaxy_qgw_service] #A lightweight distributed task scheduling framework. #Include components: Galaxy-job-admin/Galaxy-job-executor [galaxy_job_service] # [saved_query_scheduler] #============================================================================== # Monitoring module # #============================================================================== #Receive metrics pushed by the program. Pushgateway then exposed these metrics to Prometheus. [pushgateway]