PYSPARK

PYSPARK

Rohit Singh Rohit Singh

Rohit Singh

Associate Project Manager @ HuQuo

发布日期: 2024年9月5日
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PySpark is the Python API for Apache Spark. It enables you to perform real-time, large-scale data processing in a distributed environment using Python. It also provides a PySpark shell for interactively analyzing your data.

PySpark has been released in order to support the collaboration of Apache Spark and Python, it actually is a Python API for Spark. In addition, PySpark, helps you interface with Resilient Distributed Datasets (RDDs) in Apache Spark and Python programming language. This has been achieved by taking advantage of the Py4j library.

Ease of Use:

  • Python Integration:
  • High-Level APIs:

Scalability and Performance:

  • Distributed Computing:
  • In-Memory Processing:

Rich Functionality:

  • DataFrames and SQL:
  • Machine Learning:
  • Streaming:

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