ka-uts-dfr 2.0.1.250407

Overview

Dataframe ‘Utilities’

Installation

Package ka_uts_dfr can be installed from PyPI or Anaconda.

To install with pip:

$ python -m pip install ka_uts_dfr

To install with conda:

$ conda install -c conda-forge ka_uts_dfr

This requires that the readme extra is installed:

$ python -m pip install ka_uts_dfr[readme]

Package logging

Standard or user specific Package logging of the package ka_uts_arr is defined in the static logging class Log_ of Base module log_.py of the Communication Package ka_uts_com. The default Logging configuration is defined by the yaml files log.standard.yml or log.personal.yml in the data directory of the Communication package. The Logging configuration could be overriden by yaml files with the same names in the data directory of the application package ka_uts_arr. Logging defines log file paths for the following log message types: .

1. debug

2. error

3. info

4. log

Naming conventions for logging file

Type	Directory	File
debug error log	/data/<tenant>/RUN/<package>/<function>/debs	debs_<pid>_<ts>.log
	/data/<tenant>/RUN/<package>/<function>/errs	errs_<pid>_<ts>.log
	/data/<tenant>/RUN/<package>/<function>/logs	logs_<pid>_<ts>.log

Naming examples of logging file

Type	Directory	File
debug	/data/umh/RUN/umh_otec/srr/debs	debs_9470_1737118199.log
error	/data/umh/RUN/umh_otec/srr/errs	errs_9470_1737118199.log
log	/data/umh/RUN/umh_otec/srr/logs	logs_9470_1737118199.log

Package files

Classification

The Files of Package ka_uts_dfr could be classified into the follwing file types:

1. Special python specific files

2. Dunder modules

3. Package modules

Special python specific files **********+**************

Special python specific files

Name	Type	Description
py.typed	Type checking marker file	The py.typed file is a marker file used in Python packages to indicate that the package supports type checking. This file is a part of the PEP 561 standard, which provides a standardized way to package and distribute type information in Python.

Dunder Modules

Dunder-Modules

Dunder Module (Module with leading and trailing double underscores)
Name	Type	Description
__init__.py	Package directory marker file	Module with no Statements; the module is used to mark the directory it contains as a package. A dummy Module enforces explicit imports and thus clear namespace use and call them with the dot notation.
__version__.py	Version file	The module consist of Assignment Statements for system Variables of Versioning

Package Modules

Classification

The Modules of Package ka_uts_dfr could be classified into the following module classes:

1. Modules for pandas dataframe

2. Modules for polars dataframe

Modules for Pandas Dataframe

Modules for Pandas Dataframe

Name	Type
pddf.py	Pandas Dataframe

Modules for Polars Dataframe

Modules for Polars Dataframe

Module	Classes
Name|Type	Name	Type	Description
pldf	Polars Dataframe		PdDf	Static	Manage Polars Dataframes