Streaming Data Processing with Apache Kafka and KSQL

  1. Joining Streams and Tables
    1. Join Types in ksqlDB
      1. INNER JOIN
        1. Matching Records Only
        2. LEFT JOIN
          1. Left Side Preservation
          2. RIGHT JOIN
            1. Right Side Preservation
            2. FULL OUTER JOIN
              1. All Records Preservation
            3. Common Join Patterns
              1. Stream-Stream Joins
                1. Use Cases and Limitations
                  1. Temporal Constraints
                  2. Stream-Table Joins
                    1. Enriching Streams with Reference Data
                      1. Lookup Patterns
                      2. Table-Table Joins
                        1. Combining State from Multiple Tables
                          1. Foreign Key Joins
                        2. Join Windowing Requirements
                          1. Time Constraints for Joins
                            1. Window Size Configuration
                              1. Join Window Types
                              2. Partitioning for Joins
                                1. Key Alignment Requirements
                                  1. Repartitioning Streams
                                    1. Co-partitioning
                                      1. Performance Implications

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                                    7. Aggregations and Windowing

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                                    9. Advanced ksqlDB Features