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GNU Bash vs IPython: What are the differences?


This Markdown code provides key differences between GNU Bash and IPython, specifically highlighting six significant differences.

  1. Interactive Features: IPython is designed as an interactive shell for Python scripting and provides advanced interactive features like tab completion, object introspection, and system shell commands integration. On the other hand, GNU Bash is primarily a command-line shell for executing commands, scripts, and managing files and processes, but lacks some of the advanced interactive features offered by IPython.

  2. Language Support: IPython is primarily used for Python scripting and provides language-specific features like code execution, variable access, and debugging. It also supports other languages like Julia, R, and Ruby. In contrast, GNU Bash is a shell scripting language focused on command-line operations and provides functionalities specific to shell scripts, like environment variables management and process control.

  3. Scripting Capabilities: IPython is rich in terms of script execution capabilities, allowing users to write and execute complex code cells, combine code with text explanations, and create interactive visualizations. GNU Bash, being a shell scripting language, focuses more on executing sequences of commands in a script file and automating command-line tasks, including text processing and file manipulation.

  4. Operating System Dependencies: IPython is cross-platform and runs on various operating systems, including Windows, macOS, and Linux. It provides a consistent user experience across these platforms. On the other hand, GNU Bash is mainly used in Unix-like systems, such as Linux and macOS, and may have compatibility issues or require modifications when running on Windows.

  5. Compatibility with External Tools: IPython integrates seamlessly with the Python ecosystem, allowing users to leverage numerous Python libraries and external tools for data analysis, scientific computing, and machine learning. It also supports the Jupyter Notebook interface, enhancing code readability and reproducibility. While GNU Bash has its set of tools and utilities for command-line operations, it may not have the same level of compatibility with external Python libraries and tools as IPython.

  6. Documentation and Community Support: IPython benefits from the extensive Python documentation and has a vibrant community that actively contributes to its development and provides support through forums, mailing lists, and online resources. GNU Bash, being a widespread shell on Unix-like systems, also has a considerable user base and community support, but may have a different community structure and resources compared to IPython.

In summary, IPython offers advanced interactive features, broad language support, scripting capabilities, cross-platform compatibility, integration with external tools, and extensive documentation and community support. GNU Bash, on the other hand, focuses on shell scripting, command-line operations, and has a large user base in Unix-like systems.

Decisions about GNU Bash and IPython
Justin Dorfman
Open Source Program Manager at Reblaze · | 1 upvote · 82.3K views

If you have a file (demo.txt) that has 3 columns:

Column-1    Column-2    Column-3
Row-1a      Row-2a      Row-3a         
Row-1b      Row-2b      Row-3b
Row-1c      Row-2c      Row-3c
Row-1d      Row-2d      Row-3d
Row-1e      Row-2e      Row-3e

and you want to only view the first column of the file in your CLI, run the following:

awk {'print $1'} demo.txt


If you want to print the second column of demo.txt, just replace $1 with $2

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Pros of GNU Bash
Pros of IPython
  • 3
  • 3
    Powerful scripting language
  • 2
    Widely adopted
  • 0
    Cross platform
  • 1
    Interactive exploration then save to a script
  • 1
    Persistent history between sessions
  • 1
    It's magical are just that
  • 1
    Help in a keystroke

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Cons of GNU Bash
Cons of IPython
  • 1
    Too Slow
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    What is GNU Bash?

    The Bourne Again SHell is an sh-compatible shell that incorporates useful features from the Korn shell (ksh) and C shell (csh). It is intended to conform to the IEEE POSIX P1003.2/ISO 9945.2 Shell and Tools standard.

    What is IPython?

    It provides a rich architecture for interactive computing with a powerful interactive shell, a kernel for Jupyter. It has a support for interactive data visualization and use of GUI toolkits. Flexible, embeddable interpreters to load into your own projects. Easy to use, high performance tools for parallel computing.

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    What are some alternatives to GNU Bash and IPython?
    JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
    Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
    GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
    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.
    jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
    See all alternatives