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abstraction 1 ACID 5 Aggregation 2 aggregation 1 Amazon 1 Apache Iceberg 1 Apache Kafka 4 Apache Livy 1 Apache Spark 6 API 1 Architecture 1 Auditing 1 Avro 1 AWS Backup 1 AWS Cloudwatch 1 AWS RDS 1 AWS Trusted 2 AWS 1 Azure Cloud services 4 Azure Data Lake 4 Azure SQL Data Warehouse 4 Azure Synapse Analytics 4 Azure 4 Big Data 9 Bigdata 5 Bloom filter 1 Centralized Data 3 changelogs 1 changelog 1 checkpointing 1 Checkpoint 1 Cloud Lakehouse 4 Cloud 3 cloud 4 Cluster Parameters 2 commit-log 2 Contravariance 1 Cost 2 Covariance 1 CSV 1 DAG 1 Data Architecture 3 Data Lakes 10 Data Mesh 1 Data Platforms 2 Data Skewness 1 Data Warehouse 4 database 2 Decomposition 1 Deep Learning 1 DELETE 1 Delta Lake 1 deployment 1 Derivatives 1 DML 1 duality 1 DuckDB 2 Embedded 1 EMR 1 Engines 1 ETL 2 Event time 1 fault-tolerance 1 File Formats 1 Fugue 1 functional programming 3 Futures 1 Generic 2 Governance 1 gRPC 1 hash 1 Higher order functions 1 HOF 1 HTTP/2 1 Ingestion Time 1 inner 1 Invariance 1 join 1 Json 1 Kafka producer 1 Kafka Streams 4 Kafka 1 KStream 2 KTables 1 Lambda architecture 1 Lambda 2 late data 1 late event 1 Left join 1 Linear Algebra 1 LogStore API 1 Machine Learning 1 Math 2 md5 1 Memory 3 MERGE 1 messaging queue 2 Monolithic 1 monotonically_increasing_id 1 MPG 1 Multiple Parameter Groups 1 Neural Network 1 offsets 1 ORC 1 Pandas 1 Parallelism 1 Parquet 1 Partitioning Strategy 1 Partitions 1 Performance Tuning 5 Probabilistic Data structures 1 Processing time 1 Processor 1 Producer Config 1 Producer Record 1 producer 1 programming 3 Protobuf 1 Python 4 repartitioning 1 REST API 1 Rest 1 right join 1 Rollbacks 1 RPC 1 S3 1 Scala 5 scala 3 Scheduler 1 Schema Enforcement 1 Schema Evolution 1 Schema 3 segment 1 Serde 1 Skewness 1 Sliding window 1 Snowflake 1 Spark Configurations 2 Spark context 1 Spark Pool 1 Spark session 1 Spark Streaming 1 spark-submit 1 Spark 20 SQL Pool 1 SQL 3 State store 1 Streaming 4 Structured Streaming 5 sub-topologies 1 Surrogate key 2 task 1 time travel 1 Time 1 topics 2 Topic 1 Topology 1 trait 1 Transaction Log 5 Tumbling window 1 TypeSystem 2 UPDATE 1 variance 1 Watermarking 1 Window 1 zipwithindex 1