Apache Spark vs. Presto vs. CDAP

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Description

What is 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.

What is Presto?

Presto is an open source distributed SQL query engine for running interactive analytic queries against data sources of all sizes ranging from gigabytes to petabytes.

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.

Pros

Why do developers choose Apache Spark?
Why do you like Apache Spark?

Why do developers choose Presto?
Why do you like Presto?

Why do developers choose CDAP?
Why do you like CDAP?

Cons

What are the cons of using Apache Spark?
No Cons submitted yet for Apache Spark
Downsides of Apache Spark?

What are the cons of using Presto?
No Cons submitted yet for Presto
Downsides of Presto?

What are the cons of using CDAP?
No Cons submitted yet for CDAP
Downsides of CDAP?

Pricing

How much does Apache Spark cost?
How much does Presto cost?
How much does CDAP cost?

Companies

What companies use Apache Spark?
228 companies on StackShare use Apache Spark
What companies use Presto?
17 companies on StackShare use Presto
What companies use CDAP?
2 companies on StackShare use CDAP

Integrations

What tools integrate with Apache Spark?
12 tools on StackShare integrate with Apache Spark
What tools integrate with Presto?
16 tools on StackShare integrate with Presto
What tools integrate with CDAP?
1 tools on StackShare integrate with CDAP

What are some alternatives to Apache Spark, Presto, and CDAP?

  • Druid - Fast column-oriented distributed data store
  • Apache Flink - Fast and reliable large-scale data processing engine
  • Amazon Athena - Query S3 Using SQL
  • Impala - Real-time Query for Hadoop

See all alternatives to Apache Spark



Interest Over Time


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