What is Delta Lake?
An open-source storage layer that brings ACID transactions to Apache Spark™ and big data workloads.
Delta Lake is a tool in the Big Data Tools category of a tech stack.
Delta Lake is an open source tool with 4.4K GitHub stars and 1K GitHub forks. Here’s a link to Delta Lake's open source repository on GitHub
Who uses Delta Lake?
6 companies reportedly use Delta Lake in their tech stacks, including XTRM-Data, Peak-AI, and Compile Inc.
64 developers on StackShare have stated that they use Delta Lake.
Delta Lake Integrations
Amazon S3, Apache Spark, Hadoop, Databricks, and StreamSets are some of the popular tools that integrate with Delta Lake. Here's a list of all 6 tools that integrate with Delta Lake.
Delta Lake's Features
- ACID Transactions
- Scalable Metadata Handling
- Time Travel (data versioning)
- Open Format
- Unified Batch and Streaming Source and Sink
- Schema Enforcement
- Schema Evolution
- 100% Compatible with Apache Spark API
Delta Lake Alternatives & Comparisons
What are some alternatives to Delta Lake?
See all alternatives
Snowflake eliminates the administration and management demands of traditional data warehouses and big data platforms. Snowflake is a true data warehouse as a service running on Amazon Web Services (AWS)—no infrastructure to manage and no knobs to turn.
Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.
It provides the leading platform for Operational Intelligence. Customers use it to search, monitor, analyze and visualize machine data.
Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.
Apache Flink is an open source system for fast and versatile data analytics in clusters. Flink supports batch and streaming analytics, in one system. Analytical programs can be written in concise and elegant APIs in Java and Scala.