frilement 1.0

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Frilement 📂

Frilement is a Python librairy to split large data files like csv files into multiple little files, inside folders (clusters) or not.

Available file formats 📃

Input ↩️

• CSV
• Parquet

Output ↪️

• CSV

How to use 💯

Create the configuration 📈

To begin you'll need to fill the config object.

from frilement import FrilementConfig

CONFIG: FrilementConfig = FrilementConfig(
    "./output",  # Path to the output folder
    500_000,  # Max amount of datas loaded in memory at a time
    250_000,  # Max size of a result file
    True,  # Determins if file clustering is enabled
    20,  # Max amount of file by cluster
    8192  # Size of datas loaded for CSV delimiter analyzer
)

NB : Here I have specified defaults values, but your free to adjust them.

Usage 📘

To use it you have two main ways to operate. You can fragment from one or multiple file source.

from frilement import FrilementConfig, FrilementService, FileFormat

CONFIG: FrilementConfig = FrilementConfig(
    "./output",  # Path to the output folder
    500_000,  # Max amount of datas loaded in memory at a time
    250_000,  # Max size of a result file
    True,  # Determins if file clustering is enabled
    20,  # Max amount of file by cluster
    8192  # Size of datas loaded for CSV delimiter analyzer
)

FrilementService.frilement("./my_single_csv.csv", CONFIG, FileFormat.CSV)  # Here the output file format is optionnal
FrilementService.frilements(["./my_csv.csv", "./my_other_csv.csv"], CONFIG, FileFormat.CSV)