PySpark vs Python: What are the differences?
What is PySpark? The Python API for Spark. It is the collaboration of Apache Spark and Python. it is a Python API for Spark that lets you harness the simplicity of Python and the power of Apache Spark in order to tame Big Data.
What is Python? A clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java. Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
PySpark can be classified as a tool in the "Data Science Tools" category, while Python is grouped under "Languages".
Python is an open source tool with 25.9K GitHub stars and 11K GitHub forks. Here's a link to Python's open source repository on GitHub.
Uber Technologies, Netflix, and Spotify are some of the popular companies that use Python, whereas PySpark is used by Repro, Autolist, and Shuttl. Python has a broader approval, being mentioned in 3814 company stacks & 19521 developers stacks; compared to PySpark, which is listed in 8 company stacks and 6 developer stacks.
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What is PySpark?
What is Python?
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