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CHAPTER 6 Apache SparkConfigurationConfiguring Apache Iceberg and SparkConfiguring via the CLIAs a first step, you’ll need to specify the required packages to be installed and used with the Spark session. To do so, Spark provides the --packages option, which allows Spark to easily download the specified Maven-based packages and  its dependencies to add them to the classpath of your application. ..

CHAPTER 5 Iceberg Catalogs Requirements of an Iceberg CatalogIceberg provides a catalog interface that requires the implementation of a set of functions, primarily ones to list existing tables, create tables, drop tables, check whether a table exists, and rename tables. Hive Metastore, AWS Glue, and a filesystem catalog (Hadoop). with a filesystem as the catalog, there’s a file called version-hi..

CHAPTER 4 Optimizing the Performance of Iceberg TablesCompaction When you are querying yourApache Iceberg tables, you need to open and scan each file and then close the filewhen you’re done. The more files you have to scan for a query, the greater the costthese file operations will put on your query. it is possible to run intothe “small files problem,” where too many small files have an impact o..

A data warehouse acts as a centralized repository for organizations to store all theirdata coming in from a multitude of sources, allowing data consumers such as analystsand BI engineers to access data easily and quickly from one single source to start their analysis    The Data LakeWhile data warehouses provided a mechanism for running analytics on structureddata, they still had several issues:..