Pig Alternatives & Competitors

Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Key Apache Flink features:

Real-time Stream Processing Event Time Processing State Management Fault Tolerance

Open Source

Azure HDInsight is a managed Apache Hadoop cloud service that lets you run Apache Spark, Apache Hive, Apache Kafka, Apache HBase, and more.

Key Azure HDInsight features:

Scalability Managed Service Cost-effectiveness Integration with Azure Ecosystem

Do-It-Yourself Data Analytics & Business Intelligence, Powered by AI.

Key Grapple features:

Automatic Data Refresh Universal Data Library Natural Language Map Data

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Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Key Amazon EMR features:

Scalability Cost-effectiveness Ease of Use Managed Service

Azure Databricks is a fast, easy, and collaborative Apache Spark-based big data analytics service designed for data science and data engineering.

Key Azure Databricks features:

Scalability Integration Collaboration Performance Optimization

Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Key Apache Spark features:

Speed Ease of Use Advanced Analytics Scalability

Open Source

Learn about Amazon Redshift cloud data warehouse.

Key Amazon Redshift features:

Scalability Performance Integration Cost-effective

A fully managed data warehouse for large-scale data analytics.

Key Google BigQuery features:

Scalability Speed Integrations Automatic Optimization

Open Source

Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries that you run.

Key Amazon Athena features:

Serverless Pay-as-you-go Scalable Integration with AWS ecosystem

Apache Hive data warehouse software facilitates querying and managing large datasets residing in distributed storage.

Key Apache Hive features:

Scalability SQL-like Interface Integration with Hadoop Ecosystem Schema on Read

Open Source

Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

Key Snowflake features:

Scalability Performance Ease of Use Data Sharing

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?

Key Databricks features:

Unified Data Analytics Platform Scalability Collaborative Environment Performance Optimization

Open Source

Distributed SQL Query Engine for Big Data (by Facebook).

Key Presto DB features:

High-Performance Query Engine Distributed SQL Query Engine Versatility ANSI-SQL Compatibility

Open Source

Fast column-oriented distributed data store.

Key Apache Druid features:

Real-Time Data Ingestion High Performance Scalability Flexible Data Exploration

Open Source