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The package will change the world of data transformation by utilizing/modifying the low-level stuff.

Project description

lowLevelDataTransformation

The package will change the world of data transformation by utilizing/modifying the low-level stuff.

Developed by Md Ashif Ali (c) 2025

Features

  • High-performance data transformation.
  • Utilizes Cython for speed and efficiency.
  • Modular design with separate functionalities for different tasks.

Installation

You can install the package using pip:

pip install lowLevelDataTransformation
from lowLevelDataTransformation.df_to_list_of_dictionary.df_to_list_of_dict import df_to_list_of_dictionary
from lowLevelDataTransformation.df_to_string.df_to_string import df_to_string
from lowLevelDataTransformation.string_to_df.string_to_df import string_to_df
import pandas as pd

sample_dataframe = pd.DataFrame({'col_1': [10, 12, 14], 'col_2': ['a', 'b', 'c']})
sample_string = 'col_1__=__10__$$__col_2__=__a__::__col_1__=__12__$$__col_2__=__b__::__col_1__=__14__$$__col_2__=__c__$$____::__'
output_list = df_to_list_of_dictionary(sample_dataframe)
output_string = df_to_string(sample_dataframe)
output_dataframe = string_to_df(sample_string)

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