PySpark Description

PySpark serves as the Python interface for Apache Spark, enabling the development of Spark applications through Python APIs and offering an interactive shell for data analysis in a distributed setting. In addition to facilitating Python-based development, PySpark encompasses a wide range of Spark functionalities, including Spark SQL, DataFrame support, Streaming capabilities, MLlib for machine learning, and the core features of Spark itself. Spark SQL, a dedicated module within Spark, specializes in structured data processing and introduces a programming abstraction known as DataFrame, functioning also as a distributed SQL query engine. Leveraging the capabilities of Spark, the streaming component allows for the execution of advanced interactive and analytical applications that can process both real-time and historical data, while maintaining the inherent advantages of Spark, such as user-friendliness and robust fault tolerance. Furthermore, PySpark's integration with these features empowers users to handle complex data operations efficiently across various datasets.

Integrations

API:
Yes, PySpark has an API

Reviews

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Company Details

Company:
PySpark
Website:
spark.apache.org/docs/latest/api/python/

Media

PySpark Screenshot 1
Recommended Products
Grafana: The open and composable observability platform Icon
Grafana: The open and composable observability platform

Faster answers, predictable costs, and no lock-in built by the team helping to make observability accessible to anyone.

Grafana is the open source analytics & monitoring solution for every database.
Learn More

Product Details

Platforms
Web-Based
Types of Training
Training Docs
Customer Support
Online Support

PySpark Features and Options

Application Development Software

Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development

PySpark User Reviews

Write a Review
  • Previous
  • Next