Apache Spark vs. Pig vs. Pachyderm

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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 Pig?

Pig is a dataflow programming environment for processing very large files. Pig's language is called Pig Latin. A Pig Latin program consists of a directed acyclic graph where each node represents an operation that transforms data. Operations are of two flavors: (1) relational-algebra style operations such as join, filter, project; (2) functional-programming style operators such as map, reduce.

What is Pachyderm?

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

Pros

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

Why do developers choose Pig?
Why do you like Pig?

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

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

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

Companies

What companies use Apache Spark?
225 companies on StackShare use Apache Spark
What companies use Pig?
7 companies on StackShare use Pig
What companies use Pachyderm?
1 companies on StackShare use Pachyderm

Integrations

What tools integrate with Apache Spark?
11 tools on StackShare integrate with Apache Spark
What tools integrate with Pig?
1 tools on StackShare integrate with Pig
What tools integrate with Pachyderm?
4 tools on StackShare integrate with Pachyderm

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

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

See all alternatives to Apache Spark



Interest Over Time


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