Get Advice Icon

Need advice about which tool to choose?Ask the StackShare community!

CDAP
CDAP

7
22
+ 1
0
Delta Lake
Delta Lake

8
52
+ 1
0
Add tool

CDAP vs Delta Lake: What are the differences?

Developers describe CDAP as "Open source virtualization platform for Hadoop data and apps". Cask Data Application Platform (CDAP) is an open source application development platform for the Hadoop ecosystem that provides developers with data and application virtualization to accelerate application development, address a broader range of real-time and batch use cases, and deploy applications into production while satisfying enterprise requirements. On the other hand, Delta Lake is detailed as "Reliable Data Lakes at Scale". An open-source storage layer that brings ACID transactions to Apache Spark™ and big data workloads.

CDAP and Delta Lake can be primarily classified as "Big Data" tools.

Some of the features offered by CDAP are:

  • Streams for data ingestion
  • Reusable libraries for common Big Data access patterns
  • Data available to multiple applications and different paradigms

On the other hand, Delta Lake provides the following key features:

  • ACID Transactions
  • Scalable Metadata Handling
  • Time Travel (data versioning)

CDAP and Delta Lake are both open source tools. It seems that Delta Lake with 1.26K GitHub stars and 210 forks on GitHub has more adoption than CDAP with 346 GitHub stars and 178 GitHub forks.

What is CDAP?

Cask Data Application Platform (CDAP) is an open source application development platform for the Hadoop ecosystem that provides developers with data and application virtualization to accelerate application development, address a broader range of real-time and batch use cases, and deploy applications into production while satisfying enterprise requirements.

What is Delta Lake?

An open-source storage layer that brings ACID transactions to Apache Spark™ and big data workloads.
Get Advice Icon

Need advice about which tool to choose?Ask the StackShare community!

Why do developers choose CDAP?
Why do developers choose Delta Lake?
    Be the first to leave a pro
      Be the first to leave a pro
        Be the first to leave a con
          Be the first to leave a con
          What companies use CDAP?
          What companies use Delta Lake?
            No companies found

            Sign up to get full access to all the companiesMake informed product decisions

            What tools integrate with CDAP?
            What tools integrate with Delta Lake?
            What are some alternatives to CDAP and Delta Lake?
            Apache Spark
            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.
            Amazon Athena
            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
            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.
            Apache Hive
            Hive facilitates reading, writing, and managing large datasets residing in distributed storage using SQL. Structure can be projected onto data already in storage.
            Druid
            Druid is a distributed, column-oriented, real-time analytics data store that is commonly used to power exploratory dashboards in multi-tenant environments. Druid excels as a data warehousing solution for fast aggregate queries on petabyte sized data sets. Druid supports a variety of flexible filters, exact calculations, approximate algorithms, and other useful calculations.
            See all alternatives
            Decisions about CDAP and Delta Lake
            No stack decisions found
            Interest over time
            Reviews of CDAP and Delta Lake
            No reviews found
            How developers use CDAP and Delta Lake
            No items found
            How much does CDAP cost?
            How much does Delta Lake cost?
            Pricing unavailable
            Pricing unavailable
            News about CDAP
            More news
            News about Delta Lake
            More news