ka-uts-flt 4.1.0.250525

Flatten of Dictionaries Utilities

ka_uts_flt

Overview

Utilities to Flatten Dictionaries

Installation

Package ka_uts_flt can be installed from PyPI or Anaconda.

To install with pip:

$ python -m pip install ka_uts_flt

To install with conda:

$ conda install -c conda-forge ka_uts_flt

Package logging

c.f.: Appendix: Package Logging

Package files

Classification

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

1. Special Python package files. ==> Appendix: Special python package files a. py.typed

2. Special Python package modules

   1. __init__.py. ==> Appendix: Python package Sub-directoriess

   2. __version__.py

3. Python package modules to flatten Dictionaries or Arrays

   1. flt.py

Modules

Modules to flatten Dictionaries or Arrays

Name	Description
flt.py	Flatten Dictionaries or Arrays

Module: flt

Classes of Modul: flt

The Module flt.py contains the followinga static classes:

Name	Description
FoA	Flatten of Dictionaries
FoD	Flatten of Arrays

Class: FoA of Module: flt

The static Class FoA is used to flatten arrays; it contains the subsequent methods.

Methods of Class: FoA

Methods of class FoA

Name	Description
flatten_merge_to_aod	Type-dependent flattening of array elements to arrays of dictionaries and merging of these arrays.
flattenx_keys	show last key or concatinate keys with separator of flatten-dictionary if concatination is requested by given switch defined in flatten-dictionary.
flattenx_merge_to_aod	Type-dependent extended flattening of array elements to arrays of dictionaries and merging of these arrays.

Class: FoD of module: flt

The static Class FoD is used to flatten Dictionaries; it contains the following methods.

Flatten Methods of class FoD

Name	Description
flatten_to_aod	Flatten dictionary to array of dictionaries
flatten_using_d2p	Flatten dictionary nded flattening of array elements
flatten	Flatten dictionary
flattenx_to_aod	Flatten dictionary in array of dictionaries in extended mode.
flattenx_using_d2p	Type-dependent extended flattening of array elements
flattenx	Flatten dictionary in extended mode

Appendix

Package Logging

Description

The Standard or user specifig logging is carried out by the log.py module of the logging package ka_uts_log using the standard- or user-configuration files in the logging package configuration directory:

• <logging package directory>/cfg/ka_std_log.yml,

• <logging package directory>/cfg/ka_usr_log.yml.

The Logging configuration of the logging package could be overriden by yaml files with the same names in the application package- or application data-configuration directories:

• <application package directory>/cfg

• <application data directory>/cfg.

Log message types

Logging defines log file path names for the following log message types: .

1. debug

2. info

3. warning

4. error

5. critical

Log types and Log directories

Single or multiple Application log directories can be used for each message type:

Log types and directoriesg

Log type	Log directory
long	short	multiple	single
debug	dbqs	dbqs	logs
info	infs	infs	logs
warning	wrns	wrns	logs
error	errs	errs	logs
critical	crts	crts	logs

Application parameter for logging

Application parameter used in log naming

Name	Decription	Values	Example
dir_dat	Application data directory		/otev/data
tenant	Application tenant name		UMH
package	Application package name		otev_xls_srr
cmd	Application command		evupreg
pid	Process ID		681025
log_ts_type	Timestamp type used in logging files|ts, dt	ts, dt’	ts
log_sw_single_dir	Enable single log directory or multiple log directories	True, False	True

Log files naming

Naming Conventions

Naming conventions for logging file paths

Type	Directory	File
debug	/<dir_dat>/<tenant>/RUN/<package>/<cmd>/<Log directory>	<Log type>_<ts>_<pid>.log
info	/<dir_dat>/<tenant>/RUN/<package>/<cmd>/<Log directory>	<Log type>_<ts>_<pid>.log
warning	/<dir_dat>/<tenant>/RUN/<package>/<cmd>/<Log directory>	<Log type>_<ts>_<pid>.log
error	/<dir_dat>/<tenant>/RUN/<package>/<cmd>/<Log directory>	<Log type>_<ts>_<pid>.log
critical	/<dir_dat>/<tenant>/RUN/<package>/<cmd>/<Log directory>	<Log type>_<ts>_<pid>.log

Naming Examples

Naming examples for logging file paths

Type	Directory	File
debug	/data/otev/umh/RUN/otev_xls_srr/evupreg/logs	debs_1737118199_9470.log
info	/data/otev/umh/RUN/otev_xls_srr/evupreg/logs	infs_1737118199_9470.log
warning	/data/otev/umh/RUN/otev_xls_srr/evupreg/logs	wrns_1737118199_9470.log
error	/data/otev/umh/RUN/otev_xls_srr/evupreg/logs	errs_1737118199_9470.log
critical	/data/otev/umh/RUN/otev_xls_srr/evupreg/logs	crts_1737118199_9470.log

Python Terminology

Python Packages

Overview

Python Packages Overview

Name	Definition
Python package	Python packages are directories that contains the special module __init__.py and other modules, packages files or directories.
Python sub-package	Python sub-packages are python packages which are contained in another pyhon package.
Python package sub-directory	directory contained in a python package.
Python package special sub-directory	Python package sub-directories with a special meaning like data or cfg

Examples

Python Package sub-directory-Examples

Name	Description
bin	Directory for package scripts.
cfg	Directory for package configuration files.
data	Directory for package data files.
service	Directory for systemd service scripts.

Python package files

Overview

Python package overview files

Name	Definition
Python package files	Files within a python package.
Special python package files	Package files which are not modules and used as python and used as python marker files like __init__.py.
Python package module	Files with suffix .py; they could be empty or contain python code; other modules can be imported into a module.
Special python package module	Modules like __init__.py or main.py with special names and functionality.

Examples

Python package examples 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 is a part of the PEP 561 standard, which provides a standardized way to package and distribute type information in Python.
__init__.py	Package directory marker file	The dunder (double underscore) module __init__.py is used to execute initialisation code or mark the directory it contains as a package. The Module enforces explicit imports and thus clear namespace use and call them with the dot notation.
__main__.py	entry point for the package	The dunder module __main__.py serves as an entry point for the package. The module is executed when the package is called by the interpreter with the command python -m <package name>.
__version__.py	Version file	The dunder module __version__.py consist of assignment statements used in Versioning.

Python methods

Overview

Python methods overview

Name	Description
Python method	Python functions defined in python modules.
Special python method	Python functions with special names and functionalities.
Python class	Classes defined in python modules.
Python class method	Python methods defined in python classes

Examples

Python methods examples

Name	Type	Description
__init__	class object constructor method	The special method __init__ is called when an instance (object) of a class is created; instance attributes can be defined and initalized in the method.

Table of Contents

Table of Content

• ka_uts_flt

  • Overview

  • Installation

  • Package logging

  • Package files

  • Modules

    • Module: flt

      • Classes of Modul: flt

      • Class: FoA of Module: flt

        • Methods of Class: FoA

      • Class: FoD of module: flt

• Appendix

  • Package Logging

    • Description

    • Log message types

      • Log types and Log directories

      • Application parameter for logging

      • Log files naming

        • Naming Conventions

        • Naming Examples

  • Python Terminology

    • Python Packages

      • Overview

      • Examples

    • Python package files

      • Overview

      • Examples

    • Python methods

      • Overview

      • Examples

• Table of Contents