Home
Application and Data
Data Stores
Big Data Tools

Pig vs s3-lambda

Get Advice Icon

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

Pig
59
111
+ 1
5
s3-lambda
4
64
+ 1
0
Add tool

Pig vs s3-lambda: What are the differences?

Pig: Platform for analyzing large data sets. 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. ; s3-lambda: Lambda functions over S3 objects: each, map, reduce, filter. s3-lambda enables you to run lambda functions over a context of S3 objects. It has a stateless architecture with concurrency control, allowing you to process a large number of files very quickly. This is useful for quickly prototyping complex data jobs without an infrastructure like Hadoop or Spark.

Pig and s3-lambda can be categorized as "Big Data" tools.

Pig and s3-lambda are both open source tools. It seems that s3-lambda with 1.06K GitHub stars and 43 forks on GitHub has more adoption than Pig with 583 GitHub stars and 449 GitHub forks.

Manage your open source components, licenses, and vulnerabilities
Learn More
Pros of Pig
Pros of s3-lambda
  • 2
    Finer-grained control on parallelization
  • 1
    Proven at Petabyte scale
  • 1
    Open-source
  • 1
    Join optimizations for highly skewed data
    Be the first to leave a pro

    Sign up to add or upvote prosMake informed product decisions

    3
    91
    687
    448
    2y
    1.1K
    47
    2y

    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 s3-lambda?

    s3-lambda enables you to run lambda functions over a context of S3 objects. It has a stateless architecture with concurrency control, allowing you to process a large number of files very quickly. This is useful for quickly prototyping complex data jobs without an infrastructure like Hadoop or Spark.

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

    Jobs that mention Pig and s3-lambda as a desired skillset
    Senior Software Engineer, Big Data
    Pinterest
    San Francisco, CA, US; , CA, US
    View Job Details
    DreamTrinoAirflow+11
    Senior Software Engineer, Big Data
    Pinterest
    San Francisco, CA, US; , CA, US
    View Job Details
    DreamTrinoAirflow+11
    Senior Software Engineer, Big Data
    Pinterest
    San Francisco, CA, US; , CA, US
    View Job Details
    DreamTrinoAirflow+11
    Senior Software Engineer, Big Data
    Pinterest
    San Francisco, CA, US; , CA, US
    View Job Details
    DreamTrinoAirflow+11
    Staff Software Engineer, Ads Serving Platform
    Pinterest
    San Francisco, CA, US; , US
    View Job Details
    guidanceInfraDream+9
    Manager II, Engineering - Big Data Query Platform
    Pinterest
    San Francisco, CA, US; , US
    View Job Details
    DreamTrinoYarn+7
    Manager II, Engineering - Big Data Query Platform
    Pinterest
    San Francisco, CA, US; , US
    View Job Details
    DreamTrinoYarn+7
    Manager II, Engineering - Big Data Query Platform
    Pinterest
    San Francisco, CA, US; , US
    View Job Details
    DreamTrinoYarn+7
    What companies use Pig?
    What companies use s3-lambda?
      No companies found
      Manage your open source components, licenses, and vulnerabilities
      Learn More

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

      What tools integrate with Pig?
      What tools integrate with s3-lambda?
      What are some alternatives to Pig and s3-lambda?
      Capybara
      Capybara helps you test web applications by simulating how a real user would interact with your app. It is agnostic about the driver running your tests and comes with Rack::Test and Selenium support built in. WebKit is supported through an external gem.
      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.
      MySQL
      The MySQL software delivers a very fast, multi-threaded, multi-user, and robust SQL (Structured Query Language) database server. MySQL Server is intended for mission-critical, heavy-load production systems as well as for embedding into mass-deployed software.
      PostgreSQL
      PostgreSQL is an advanced object-relational database management system that supports an extended subset of the SQL standard, including transactions, foreign keys, subqueries, triggers, user-defined types and functions.
      MongoDB
      MongoDB stores data in JSON-like documents that can vary in structure, offering a dynamic, flexible schema. MongoDB was also designed for high availability and scalability, with built-in replication and auto-sharding.
      See all alternatives

      Related Comparisons

      Apache Spark vs PigApache Impala vs Apache Spark vs PigApache Spark vs Pig vs PrestoApache Flink vs Apache Spark vs PigPachyderm vs Pig

      Trending Comparisons

      Django vs Laravel vs Node.jsBootstrap vs Foundation vs Material-UINode.js vs Spring BootFlyway vs LiquibaseAWS CodeCommit vs Bitbucket vs GitHub

      Top Comparisons

      Postman vs Swagger UIHipChat vs Mattermost vs SlackBitbucket vs GitHub vs GitLabBootstrap vs Materialize