Impala vs. Amazon Redshift Spectrum vs. CDAP

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What is Impala?

Impala is a modern, open source, MPP SQL query engine for Apache Hadoop. Impala is shipped by Cloudera, MapR, and Amazon. With Impala, you can query data, whether stored in HDFS or Apache HBase – including SELECT, JOIN, and aggregate functions – in real time.

What is Amazon Redshift Spectrum?

With Redshift Spectrum, you can extend the analytic power of Amazon Redshift beyond data stored on local disks in your data warehouse to query vast amounts of unstructured data in your Amazon S3 “data lake” -- without having to load or transform any data.

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.
Why do developers choose Impala?
Why do you like Impala?

Why do developers choose Amazon Redshift Spectrum?
Why do you like Amazon Redshift Spectrum?

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

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

What are the cons of using Amazon Redshift Spectrum?
No Cons submitted yet for Amazon Redshift Spectrum
Downsides of Amazon Redshift Spectrum?

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

Want advice about which of these to choose?Ask the StackShare community!

How much does Impala cost?
How much does Amazon Redshift Spectrum cost?
How much does CDAP cost?
What companies use Impala?
16 companies on StackShare use Impala
What companies use Amazon Redshift Spectrum?
7 companies on StackShare use Amazon Redshift Spectrum
What companies use CDAP?
2 companies on StackShare use CDAP
What tools integrate with Impala?
2 tools on StackShare integrate with Impala
What tools integrate with Amazon Redshift Spectrum?
4 tools on StackShare integrate with Amazon Redshift Spectrum
What tools integrate with CDAP?
1 tools on StackShare integrate with CDAP

What are some alternatives to Impala, Amazon Redshift Spectrum, and CDAP?

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

See all alternatives to Impala



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