Apache Spark vs. Pachyderm 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 Pachyderm?

Pachyderm is an open source MapReduce engine that uses Docker containers for distributed computations.

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.

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

Pros

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

Why do developers choose Pachyderm?
Why do you like Pachyderm?

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 Pachyderm?
No Cons submitted yet for Pachyderm
Downsides of Pachyderm?

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 Pachyderm cost?
How much does CDAP cost?

Companies

What companies use Apache Spark?
316 companies on StackShare use Apache Spark
What companies use Pachyderm?
2 companies on StackShare use Pachyderm
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 Pachyderm?
4 tools on StackShare integrate with Pachyderm
What tools integrate with CDAP?
1 tools on StackShare integrate with CDAP

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

  • Apache Flink - Fast and reliable large-scale data processing engine
  • Amazon Athena - Query S3 Using SQL
  • Druid - Fast column-oriented distributed data store
  • Presto - Distributed SQL Query Engine for Big Data

See all alternatives to Apache Spark



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