aiutil 0.95.0

A utils Python package for data scientists.

AI/ML Utils | @GitHub | @PyPI

This is a Python pacakage that contains misc utils for AI/ML.

1. Misc enhancement of Python's built-in functionalities.
   • string
   • collections
   • pandas DataFrame
   • datetime
2. Misc other tools
   • aiutil.filesystem: misc tools for querying and manipulating filesystems; convenient tools for manipulating text files.
   • aiutil.url: URL formatting for HTML, Excel, etc.
   • aiutil.sql: SQL formatting
   • aiutil.cv: some more tools (in addition to OpenCV) for image processing
   • aiutil.shell: parse command-line output to a pandas DataFrame
   • aiutil.shebang: auto correct SheBang of scripts
   • aiutil.pydev: tools for making it even easier to manage Python project
   • aiutil.pdf: easy and flexible extracting of PDF pages
   • aiutil.memory: query and consume memory to a specified range
   • aiutil.notebook: Jupyter/Lab notebook related tools
   • aiutil.dockerhub: managing Docker images on DockerHub in batch mode using Python
   • aiutil.hadoop:
     • A Spark application log analyzing tool for identify root causes of failed Spark applications.
     • Pythonic wrappers to the hdfs command.
     • A auto authentication tool for Kerberos.
     • An improved version of spark_submit.
     • Other misc PySpark functions.

Installation

pip3 install --user -U aiutil

Use the following commands if you want to install all components of aiutil. Available additional components are cv, docker, pdf, jupyter, admin and all.

pip3 install --user -U aiutil[all]

Executable Scripts

• snb: Search for content in Jupyter notebooks.
• logf: A Spark application log analyzing tool for identify root causes of failed Spark applications.
• pyspark_submit: Makes it easy to run Scala/Python Spark job.
• pykinit: Make it easier to authenticate users' personal accounts on Hadoop.
• match_memory: Query and consume memory.

You can run those executable scripts using uv (so that you don't have to manually install this Python package) . For example,

uvx --from aiutil snb -h