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Big Data Engineering for Analytics - Coggle Diagram

- - - - NoSQL
        (6 p23)
        
        Types
        
        Document store
        (6 p26, 32, 33)
        
        Graph store
        (6 p27, 34)
        
        Column family store
        (6 p25, 31)
        
        Key-value store
        (6 p24, 29, 30)
        
        Distribution data style
        (6 p36-39)
        
        Sharding
        
        Replication
        
        Master slave
        
        Peer to peer
      - File formats
        (13 p4-41)
        
        CSV
        
        JSON
        
        Avro
        
        Parquet
        
        ORC
    - - Batch
      - Real time
  - - - Abstraction layers
        
        RDD
        (4 p13-14)
        (8 p5-58)
        
        Operations
        (4 p30-32)
        (8 p6-32)
        
        Transformations
        
        Actions
        
        fault-tolerant collection of data elements partitioned across the cluster nodes
        
        DAG
        
        implements stage-oriented scheduling
      - Architecture
        (4 p21-27)
        
        Spark Driver
        
        Spark Executors
        
        Cluster Manager
        
        Standalone
        
        YARN
        
        Kubernetes
      - Execution modes
        
        Cluster
        
        Client
        
        Local