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Delta Lake is an open-source storage framework that enables building a format agnostic Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, Hive, …
What is Delta Lake? - Azure Databricks | Microsoft Learn
2024年12月18日 · Delta Lake is open source software that extends Parquet data files with a file-based transaction log for ACID transactions and scalable metadata handling. Delta Lake is …
What is Delta Lake - Databricks
2024年12月18日 · Delta Lake is the optimized storage layer that provides the foundation for tables in a lakehouse on Databricks. Delta Lake is open source software that extends Parquet …
GitHub - delta-io/delta: An open-source storage framework that …
Delta Lake is an open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs for Scala, …
Lakehouse and Delta tables - Microsoft Fabric | Microsoft Learn
2023年11月15日 · Microsoft Fabric Lakehouse and the Apache Spark engine support all table types, both managed and unmanaged; this includes views and regular non-Delta Hive table …
Delta Lake vs. Parquet Comparison
2023年10月16日 · Delta Lake makes it easy to manage data in many Parquet files. Let’s compare the basic structure of a Parquet table and a Delta table to understand Delta Lake's advantages …
Microsoft Fabric-Delta parquet format? - Stack Overflow
2023年10月16日 · Delta format uses Parquet as its underlying storage format. So, Delta-Parquet means that data is stored using Delta Lake, which organizes the data into Parquet files while …
Architecture - Delta Lake Documentation - GitHub Pages
A Delta table consists of Parquet files that contain data and a transaction log that stores metadata about the transactions. Let's create a Delta table, perform some operations, and inspect the …
OneLake, the OneDrive for data - Microsoft Fabric
2024年7月25日 · With Fabric, the different analytical engines (T-SQL, Apache Spark, Analysis Services, etc.) store data in the open Delta Parquet format to allow you to use the same data …
Parquet vs Delta format in Azure Data Lake Gen 2 store
2020年12月16日 · What is the difference between storing as parquet and delta ? Delta is storing the data as parquet, just has an additional layer over it with advanced features, providing …