Multiple Loader

multiple loader(hereinafter referred to as EEV xld) is a python library. It is a library that reads the main data file extensions often used by data scientists for data analysis in a "simpler" and "one-line" format.

Description of xld

xld is a python library that automatically loads files in a single line, without the need to specify with statements or modes. Just pass the file path and it will recognize the file extension and load it using the appropriate library.

More about Multiple Loader(xld)

xld is a library that automatically recognizes file extensions and loads files. The extensions supported by the current version(1.0.1) are the following extensions:

• csv / tsv
• json
• npy / npz
• json
• pickle / pkl

More extensions will be supported in the future.

The supported libraries are as follows:

• csv (Standard Library)
• json (Standard Library)
• numpy
• pandas
• pickle (Standard Library)
• joblib

Standard features include the following,

• Basic Usage

  import multipleloader as xld
  load_data = xld.load("test_file.csv")
  

  Simply import the library and pass the file path you wish to load. The actual loading screen will look like this:

  In addition, the following LIBRARIES are supported for the extensions.

  • csv / tsv
    • csv
    • numpy
    • pandas (default)
  • json
    • json (default)
    • pandas
  • pickle / pkl
    • pickle (default)
    • pandas
    • joblib
  • npy / npz
    • numpy (default)

  You can also specify a library if you wish to load data using a library other than the one configured by default.

  import multipleloader as xld
  load_data = xld.load("test_file.csv", lib="numpy") # Default is pandas
  

  In the sample code above, numpy is specified for library. When specifying library, numpy also supports spelling inconsistencies such as very commonly used abbreviations such as np.

Optional arguments, etc

The list of arguments, etc. that can be used in xld is as follows.

import multipleloader as xld

loaded_data = xld(  # The results will always return with a type of List.
   
   filepath,      # Required argument
      ### List to be used in the target function.

   lib,
      ### Argument to set if you want to use the default library.
   
   encoding
      ### To specify the encoding.
)

Getting Started

Installing

Latest xld via PyPI (pip install)

pip install multipleloader

Install by pip from github

pip install git+https://github.com/Domzou-kun/xld.git

or install via SSH

pip install git+git://github.com:Domzou-kun/xld.git

Authors

Domzou

link

• The link to PyPI is here.
  • PyPI project link

Version history

If you want to know about past versions, please refer to version history.

LICENSE

xld has a MIT license, as found in the LICENSE file.